tag:blogger.com,1999:blog-16506669621922142022024-03-11T21:29:34.508+00:00Douglas Bamford's Tax AppealA blog about justice, tax policy and sometimes more.dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.comBlogger183125tag:blogger.com,1999:blog-1650666962192214202.post-88317014556206882962024-03-11T21:28:00.001+00:002024-03-11T21:28:52.122+00:00First year of solar generation<p> We had out solar and battery system installed a year ago and so I thought I would share the stats! </p><p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgHzdKLYbw4_bax41pQ53-guXeUaOEFvJZSzfbiTD90xe3dowuFERhNr2owAj9HGwJkD5Z79UJKmhK5vxcXe4iXHakNg03e2lcaLxbLldsKciNEipEVqwfCrUQgR7Ovi3nHg65x0Nw5VML3Ppefj0vqHNZsJfiCUgg60mCv1Jvt8_4kXCIJg1gnbnnw9rI" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img data-original-height="153" data-original-width="781" height="126" src="https://blogger.googleusercontent.com/img/a/AVvXsEgHzdKLYbw4_bax41pQ53-guXeUaOEFvJZSzfbiTD90xe3dowuFERhNr2owAj9HGwJkD5Z79UJKmhK5vxcXe4iXHakNg03e2lcaLxbLldsKciNEipEVqwfCrUQgR7Ovi3nHg65x0Nw5VML3Ppefj0vqHNZsJfiCUgg60mCv1Jvt8_4kXCIJg1gnbnnw9rI=w640-h126" width="640" /></a></div><br /><p></p><p>Yes, we generated 4.64 MWh and we used 3.2 MWh, meaning a surplus of 1.4MWh! </p><p>We got a BEV recently, though, which will use up a lot of that difference in the future. But we have about 4k miles worth of spare capacity there. </p><p>Here is the usage and generation broke down month-by-month. Big surpluses from April to September, March and October are break-even months, and November – February we are in deficit. </p><p>Not too surprising given that we have an East-West roof rather than South-facing. </p><p>We had some data connection issues in November and December so for those months the data might be a bit lower than it should have been, but not by a huge amount. </p><p> </p><div class="separator" style="clear: both; text-align: center;"><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEif9n3N4A9zHKXXX7m4anDDQrzSvKXG0i38mb5ymKzrYm5GB0VJWqN7jGfem-emtwSy4aoOsJhu8hr-lqpzwdLrCPyXvIVj5raYoIh4Ie-fT9xUKWapGkV5_b6zhA7gAlkha8141K2atxeUq2W0hgHpGFq6Dx-86j3-LL8ju6JqUypK_yR44gh65yFKmJM" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img alt="Graph of solar generation and home electricity usage" data-original-height="647" data-original-width="1080" height="384" src="https://blogger.googleusercontent.com/img/a/AVvXsEif9n3N4A9zHKXXX7m4anDDQrzSvKXG0i38mb5ymKzrYm5GB0VJWqN7jGfem-emtwSy4aoOsJhu8hr-lqpzwdLrCPyXvIVj5raYoIh4Ie-fT9xUKWapGkV5_b6zhA7gAlkha8141K2atxeUq2W0hgHpGFq6Dx-86j3-LL8ju6JqUypK_yR44gh65yFKmJM=w640-h384" title="Energy graph" width="640" /></a></div><br /><br /></div>What are the conclusions? <p></p><p>I'd say "get as many solar panels on your East/South/West facing rooves as they can fit."</p><p>We need to switch over to renewable electric energy ASAP, and to "electrify everything" in order to "stop burning stuff." </p><div>I kind of wish we could have crammed a few more panels on there, given that the panels themselves are pretty cheap and a lot of the cost is the electrical work. However, we had a budget at the time. </div>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-5073727736142253772024-01-01T16:25:00.006+00:002024-01-03T22:42:20.497+00:00Alabama introduces complicated hourly tax system<p> I've been very intrigued by a newly introduced tax calculation in Alabama. </p><p>A lot of the information I've found about it comes from law firms, who are no doubt explaining it in order to encourage businesses to hire them to make sure that they are compliant. </p><h2 style="text-align: left;">How does it work? </h2><p>As well as any federal income taxes, Alabama charges income tax at 2% to 5% on a progressive basis. </p><p>Don't rely on my simple explanation here as legal advice, but here goes! </p><p>The new law proposes that workers who are performing <i>more </i>than their contracted hours, which in turn are over 40 hours, will not pay the Alabama income tax on that income. </p><p>So the workers will only pay federal tax on their overtime work. </p><p>They will still pay the Alabama tax on their standard hours, but not on their overtime. </p><p>So their tax rate will still be 5% on some of their earnings (say if they work 39 hours), but then drop to 0% for earnings representing overtime hours.</p><p>So for someone who works 45 hours they would have 40 hours of earnings at the standard state-tax-rate and 5 hours of earnings that are state-tax-free. </p><h2 style="text-align: left;">Benefits of the system </h2><p>The advantage of the system is that workers will face a lower marginal tax rate when offered overtime work than they would do normally. </p><p>This can be achieved without lowering the standard rate of tax (5%) which would of course completely erode the tax revenues. </p><p>I think from Alabama's perspective the aim is a form of tax competition - set up your business here and your workers will be more likely to accept overtime work. </p><p>I expect there is also an expressive element as well - "hard workers shouldn't pay more tax as a result of their striving." </p><p>But in economic terms, the aim as I've noted above could be framed more technically in terms of marginal tax rates. Progressive tax rates discourage high earnings, whether that comes from working more hours or from doing higher-paid work. </p><h2 style="text-align: left;">Disadvantages of the system </h2><p>It might seem to be a lot of trouble to go through to provide a 5% reduction in marginal tax rates. If the system was applied on federal income tax it would of course be much more impactful, but Alabama can only change its own state tax rules, not those of the US government. </p><p>There will be compliance issues in order to assure that the system is not being abused. Firms will have to do extra reporting, and be expected to apply the new tax rates to their workers (and not just claim and pocket the tax refund themselves). Hence why law firms are offering their assistance. </p><p>Even though employers take on the administrative burden of income tax, the Alabama state tax administration will presumably have extra costs as well. The tax authorities are going to have check the claims by employers to make sure that they are not fraudulent.</p><p>The state needs to know a) How many hours workers are contracted to work and b) how many hours they have actually worked. If they have this information they could apply my hourly averaging system (see below). </p><p>Another concern is that this might concentrate work into fewer hands - employers will hire fewer employees and work them longer hours. This seems a strange thing for a state to subsidise. Surely they would want to have more workers employed overall? Presumably the thought is that other firms will set up in Alabama and have their overworked Alabamans provide goods to other states. </p><h2 style="text-align: left;">Why not go all the way? </h2><p>This Alabaman system is very interesting to me because it is trying in a very crude way to do the thing that <a href="http://dougstaxappeal.blogspot.co.uk/2014/08/what-is-hourly-averaging.html" target="_blank">my Hourly Averaging system</a> is doing: to tax people who work more hours at a lower rate than those who work fewer hours. </p><p>If the aim is to incentivise work then why not go all the way and impose an hourly average tax calculation? </p><p>The Alabama system does not incentivise part-timers to increase their hours. Or incentivise the early-retired to return to work. </p><p>My proposal is that everyone should have their lifetime income divided by their lifetime hour credits. These hour credits represent the number of hours the person has worked (or been excused from working if they suffer ill-health). This average is used to determine that person's lifetime tax rate, which is in turn used to work out their tax rate on their most recent portion of income. At each point the person will have paid the correct lifetime amount of tax and received the correct </p><p>Such a calculation can be fully progressive - low earners who work long hours at a low wage will have a low tax rate (perhaps even negative with an hourly subsidy). High earners who work short hours (say a part-time lawyer) would have a higher tax rate. </p><p>Everyone has an incentive to work more, with one difference. </p><p>I proposed a maximum number of hour credits, beyond which point people do not get any further reduction in their tax rate. This is an optional part of the system, but I proposed it for a few reasons:</p><p></p><ol style="text-align: left;"><li>To avoid incentivising overwork </li><li>To reduce the potential for fraud</li><li>To avoid incentivising the concentration of work within each enterprise. A long-hours option for some and few/no work options for others. </li></ol><p style="text-align: left;">The maximum hours proposal is not key to the system but I think it is a good idea. Alabama are sort of doing the opposite here - Alabama are only applying the hourly tax reduction ABOVE a high threshold. </p><h2 style="text-align: left;">Will 2024 be the year Hourly Taxation starts to gain traction? </h2><p style="text-align: left;">I will be watching the Alabama system with interest! </p><p style="text-align: left;">If a Conservative state can make hourly taxing work then I don't see why my progressive version cannot be seriously considered. </p><p style="text-align: left;">The potential administrative issues are the big barrier to the implementation of my hourly tax proposal (along with ideological opposition from free marketeers and top-down-statist socialists, and concern about international tax competition). </p><p style="text-align: left;">Will 2024 will be the year in which hourly taxation finally gets taken seriously? I certainly hope so! </p><p></p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-83510885764662886092023-10-15T14:18:00.002+01:002023-10-15T14:18:23.023+01:00Givenergy Inverter Error: Electricity Meter Com Fail <p> I had a problem with my Givenergy Inverter and I thought I would share my solution as I could not see anything about it online. </p><p>It wasn't a huge problem, but it was a little annoying when you are an energy geek like me. </p><p>Essentially, the inverter stopped providing data to the cloud and therefore I could not see what was happening on my givenergy webpage or the phone app. </p><p>It was disconcerting as I could not see what was happening and whether the battery and solar were working or not, let alone how they were performing. For all I knew they had shut down and it might have been dangerous. </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj4RJ9ULUWk4SpZX1JY9eXON7sA34kVLmlMpBASOYbekC-BNN3PmGwWQWTneVnh8h-8sGXXC_XVrU9t56BT7CoP5hxbLJhOF9FLytbFw0RzZQCa3wI3xMkamMqsqbzZxc75-GL__U1oWTRXnwviTtB6BL68234fnFmwH3pb_a2IHWKJT1g79ifjgjYlmvI/s4000/20231015_132457.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img alt="Photo of Consumer unit with fuses, including one with a green display and button." border="0" data-original-height="4000" data-original-width="3000" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj4RJ9ULUWk4SpZX1JY9eXON7sA34kVLmlMpBASOYbekC-BNN3PmGwWQWTneVnh8h-8sGXXC_XVrU9t56BT7CoP5hxbLJhOF9FLytbFw0RzZQCa3wI3xMkamMqsqbzZxc75-GL__U1oWTRXnwviTtB6BL68234fnFmwH3pb_a2IHWKJT1g79ifjgjYlmvI/w240-h320/20231015_132457.jpg" title="Photo of my consumer unit" width="240" /></a></div><p><b>What caused the error?</b></p><p>I think the error occurred when I turned off the lighting circuit next to this one in order to change some lightbulbs (see photo). </p><p>I later realised that I wasn't getting any readings from the inverter.</p><p><b>What form did the error take?</b></p><p>There was no data being received about the energy going in and out of the meter. </p><p>Looking into the reports on the web portal, there was a new error "Electricity Meter Com Fail." </p><p>The inverter lights were on, which was reassuring, but the circle of light in the middle was yellowish, which I later learned indicates a communication problem. </p><p>I could not see any advice about how to fix this issue online and so I tried a few things.</p><p>Eventually I went to bed defeated as it was nearly 1am and I wasn't getting anywhere. </p><p>In the morning I continued to look up the problem and what it might be. </p><div>I was getting battery data but not solar and grid data. I found the smart meter device to check if it was exporting. (I never use this device because the inverter provides much more useful data via givenergy). </div><p><b>Simple solution</b></p><p>I believe I solved the problem by doing the following:</p><p></p><ul style="text-align: left;"><li>Pressing the set button on the electronic meter in the consumer unit. I did this last night and it did not achieve anything. </li><li>However, today I also <b>held down </b>the button for a few seconds. This seemed to get the device to go through some sort of process and afterwards the readings resumed. </li></ul><p></p><p>So there you go - as simple as pressing the button on there to get it to reset itself. </p><p>Phew! </p><p>So the system was seemingly working throughout. I only missed about 18 hours of data collection on the solar generation and grid import/export but the electricity company will have been measuring my import and export so the data is just for my own records. </p><p>However, it was quite a worry that there was a problem with the system over the weekend and that I might have to contact givenergy or my installer to get advice, possibly facing a callout charge or something. </p><p>All in all, it has worked out fine, but I wanted to save others the stress by suggesting what might be a simple solution to a frustrating and disconcerting issue. </p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-49969777726202242592023-10-04T17:04:00.003+01:002023-10-04T18:11:15.233+01:00Cars in 2045: Offsetting Petrol/Gasoline costs with Carbon Capture and Storage<p>Why should we switch our entire fleet of cars over to Battery Electric Vehicles over the course of the coming decade? </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi-nZXgwemJlsLf_5nWrM6SQ-4y_q5Y6PverGUQgzpeszzv2jUE6NPJMKC4d0VOv5ZwUpL8TS_8YaIi_GkAJ1ax8lPgdvSNBuoKDCc7cMz9VVh9TtcEG8X-LjHdw2kLUn3ukr1PrVKzGCCJTJc_DBVZ7vWqPxnu7CqXG8iZ-bWc9OD22unLXy3Cy2R7Sfc/s3000/EVs.jpg" style="margin-left: 1em; margin-right: 1em;"><img alt="Photo of Two Battery Electric Vehicles" border="0" data-original-height="2000" data-original-width="3000" height="266" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi-nZXgwemJlsLf_5nWrM6SQ-4y_q5Y6PverGUQgzpeszzv2jUE6NPJMKC4d0VOv5ZwUpL8TS_8YaIi_GkAJ1ax8lPgdvSNBuoKDCc7cMz9VVh9TtcEG8X-LjHdw2kLUn3ukr1PrVKzGCCJTJc_DBVZ7vWqPxnu7CqXG8iZ-bWc9OD22unLXy3Cy2R7Sfc/w400-h266/EVs.jpg" title="Photo of Two Battery Electric Vehicles by Mariordo (Mario Roberto Durán Ortiz)" width="400" /></a></div><br /><p>Isn't that going to be a huge pain? </p><p>Shouldn't we just let people carry on using petrol cars? </p><p>Well, let's try and work this out. </p><p><b>Net zero future</b></p><p>We are in 2040 or 2050 and in urgent need to get to net zero because we have done so little about climate change up to that point. The global temperature is now on average 2 degrees over the pre-industrial average and still rising. </p><p>Finally the governments of the world agree they have to achieve net zero after all by belatedly charging the full cost of carbon pollution. But how much will that add to the cost of petrol? </p><p>I've tried to work this out, based on rough current prices, but I'm happy to be corrected if I've got something wrong. </p><p><b>Invisible pollution caused by burning petrol/gas</b></p><p>We can't sense CO2 of course, but burning a litre of petrol apparently produces an astounding 2.4 kg of CO2! </p><p>Furthermore, we have to add in the emissions involved in <a href="https://innovationorigins.com/en/producing-gasoline-and-diesel-emits-more-co2-than-we-thought/" target="_blank">producing the petrol</a> in the first place. I will estimate this to be an extra 0.72kg at present. </p><p>But maybe that amount will come down if refineries and oil tankers use renewable power in the future? So let's assume pollution from petrol production has improved to 0.6kg per litre. </p><p>This makes a nice round number of 3kg of CO2 per litre. </p><p><b>Offsetting the CO2 pollution</b></p><p>What are the options to offset this CO2? All the cheap options - growing trees and plants and so on - will be long used up by this point. Let's say the airlines have already bought all these up and there is no land left for this. </p><p>This leaves Direct Air Capture of Carbon and Storage (DACCS). It is hard to predict how much DACCS will cost in the future. It is completely unproven technology. Plus we don't have places to reliably store all the carbon produced, but let's ignore this for now and assume we can use it for something or put it back in the wells which we emptied of oil and gas for the same cost as getting that oil and gas out. </p><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj0369W2GgYtOEZMhrLkoOFmph-yNvT8-VAenQwAEWCsfbejSSGIm78zxWeWvuE6sx2khTx7oGsbYYNrr5_DQXq4czWEbo1BpiUBrU1I-3g3Bqg1_x8pd_pRIepa89iuAHiPBDmRarWvFNQ2U40BvPA6-upMAs3KGnbfZWDwD5qPLpOEAeBDrm1oKdei7M/s3000/25975594134_158c305ff1_o.jpg" style="margin-left: 1em; margin-right: 1em;"><img alt="Photo of a carbon engineering plant" border="0" data-original-height="2143" data-original-width="3000" height="229" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj0369W2GgYtOEZMhrLkoOFmph-yNvT8-VAenQwAEWCsfbejSSGIm78zxWeWvuE6sx2khTx7oGsbYYNrr5_DQXq4czWEbo1BpiUBrU1I-3g3Bqg1_x8pd_pRIepa89iuAHiPBDmRarWvFNQ2U40BvPA6-upMAs3KGnbfZWDwD5qPLpOEAeBDrm1oKdei7M/w320-h229/25975594134_158c305ff1_o.jpg" title="Photo: Stephen Hui, Pembina Institute." width="320" /></a></div><br /><p>At the very least the DACCS machinery would need to be powered with spare renewable capacity, since powering it with fossil fuels would mean you would also have to "CCS" those emissions, which would require burning more fossil fuels, which would require more CCS. So you need to build extra renewables to cover this usage. Let's assume you've overbuilt renewables and run the DACCS machine whenever there is a surplus. </p><p>Nobody has any idea how much this will cost, but the IEA believe - no doubt correctly - that some CCS will be inevitable and <a href="https://www.iea.org/commentaries/is-carbon-capture-too-expensive" target="_blank">have provided some estimates</a>. Optimists say it will be $100 per tonne. Pessimists that it would be $350. I'm pessimistic myself, but let's consider those two scenarios to get an idea. </p><p>Do we want to continue to using petrol and "DACCS" it or do we want to switch to BEVs? Let's consider the extra cost of capturing the carbon from petrol. </p><p class="MsoNormal"><b>Cheap DACCS cost of offsetting Petrol</b></p><p>DACCS cost per tonne of CO2: $100</p><p>DACCS cost per kg of CO2: $0.10</p><p>DACCS cost per litre of petrol: $0.30 (£0.25 at current exchange rates)</p><p><b>Expensive DACCS cost of offsetting Petrol</b></p><p>DACCS cost per tonne of CO2: $350</p><p>DACCS cost per kg of CO2: $0.35</p><p>DACCS cost per litre of petrol: $1.05 (£0.86 at current exchange rates)</p><p><b>Conclusion</b></p><p>As I've said, I am pessimistic that DACCS will come down significantly in price. It will probably end up somewhere in between those two extreme guesses. </p><p>There is also the issue of what you do with all this carbon. I've added in some costs to transport it, but transport it to where? Presumably to make some E-fuels or something. Then the question is whether you should also DACCS the e-fuels as well? Or should the user of those e-fuels be responsible for that? </p><p>Either way, imagine that the cost of petrol, whatever it would be in 2045 or 2050 (when peak oil might have hit anyway) is supplemented by a DACCS charge of fifty pence or more. </p><p>BEVs are already cheaper over their lifetimes than petrol cars due to their lower fuel, running and maintenance costs. </p><p>How much do you value your petrol car over the BEV alternative that you would pay this premium? Let's face it, few will. Petrol cars will be historic curiosities. There will be plenty of enthusiasts. However, they will be seen as inefficient, wasteful, dirty and polluting compared to normal cars (BEVs) </p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-8361455462773695922023-07-05T00:13:00.000+01:002023-07-05T00:13:06.733+01:00My courses for adults in 2023-4<p>My courses for the next academic year are now available to book. </p><p>Click <a href="https://www.conted.ox.ac.uk/tutors/7927" target="_blank">here</a> for the latest version of the list of courses I am teaching, in date order. </p><p>However, I thought I would list them here, so I can do so by format. </p><h2>Online Courses </h2><p><a href="https://www.conted.ox.ac.uk/courses/political-philosophy-an-introduction-online" target="_blank">Political Philosophy: An Introduction (flexible online)</a><br />Flexible course with 24/7 discussion forums. Runs every term.<br />I am almost always the tutor on this course. </p><p><a href="https://www.conted.ox.ac.uk/courses/ethics-an-introduction-online?code=O23P320PHV">Ethics: An Introduction (flexible online)</a><br />Flexible course with 24/7 discussion forums. Runs every term.<br />Mostly taught by other tutors, but sometimes I am the tutor.</p><p><a href="https://www.conted.ox.ac.uk/courses/justice-who-should-get-what?code=O23P757PHW" target="_blank">Justice: Who Should Get What?</a><br />Mondays 3 - 4pm (UK time)<br />15 Jan - 25 Mar 2024 </p><p><a href="https://www.conted.ox.ac.uk/courses/the-ethics-of-capitalism?code=O23P787SOW" target="_blank">The Ethics of Capitalism</a><br />Thursdays 1 - 2pm<br />18 Jan - Thu 28 Mar 2024 </p><p><a href="https://www.conted.ox.ac.uk/courses/equality-of-opportunity-and-the-ethics-of-discrimination?code=O23P764PHW" target="_blank">Equality of Opportunity and the Ethics of Discrimination</a><br />Wednesdays 3 - 4pm<br />17 Apr - 26 June 2024 </p><p><a href="https://www.conted.ox.ac.uk/courses/political-economy-of-taxation?code=O23P790SOW" target="_blank">Political Economy of Taxation</a><br />Thursdays 1 - 2pm<br />18 Apr - 27 June 2024 </p><p>In recent years I have also taught online courses over the Summer as well - look out for these in the new year.</p><h2>Weekly Classes (10 weeks) in Oxford</h2><p><a href="https://www.conted.ox.ac.uk/courses/can-businesses-be-ethical-what-would-this-mean?code=O23P440PHW" target="_blank">Can Businesses be Ethical? What would this mean?</a><br />Fridays 2:00-4:00pm<br />29 Sep 2023 - 1 Dec 2023 </p><p><a href="https://www.conted.ox.ac.uk/courses/can-we-achieve-net-zero-if-we-are-still-addicted-to-fossil-fuels?code=O23P561SOW" target="_blank">Can we achieve Net Zero if we are still addicted to Fossil fuels?</a><br />Tuesdays 7:00-9:00pm<br />23 Apr 2024 - 25 Jun </p><h2>Summer Schools (Oxford)</h2><p><a href="https://conted.ox.ac.uk/courses/the-ethics-of-capitalism?code=O22I204SSR" target="_blank">Ethics of Capitalism</a> - Sat 3 Aug - Fri 9 August 2024 </p><p>I hope you will be able to join me on one or more of the above, and that you will tell anyone you know who might be interested! </p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-24467177474183353762023-06-25T16:08:00.005+01:002023-06-25T16:08:47.557+01:00Open Access Journal article on the duties of migrants to their past countries and the implications for taxation <p> I'm very pleased that my paper: <a class="title" href="https://revistas.juridicas.unam.mx/index.php/filosofia-derecho/article/view/18212" style="background-attachment: initial; background-clip: initial; background-image: initial; background-origin: initial; background-position: initial; background-repeat: initial; background-size: initial; box-sizing: border-box; color: #333333; display: inline-block; font-family: "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 15px; outline: 0px; padding: 15px;">Duties in an International World: The Importance of Past Residence and Citizenship</a></p><p>Has been published in the open access journal <i>Problema</i>. </p><p>This clarified my view, hopefully explaining and justifying my approach to the topic of international taxation that I had presented in earlier work. </p><p>Essentially the idea is that people who leave a country and make a life elsewhere still owe something back to their earlier states. Their subsequent states of residence should honour this by sharing revenue as determined by a fair international formula. An exception arises for refugees who have been forced to flee. </p><p>After publishing this article I attended a talk by Wolfgang Schön which made me think I have not covered this topic enough and should have said more about the duty of reciprocity, which is probably doing some work here. </p><p>Anyway, I hope that some people find this paper interesting and useful and I look forward to reading reactions and responses to it. </p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-6956828369883148382023-06-18T16:25:00.001+01:002023-06-18T16:25:09.810+01:00"Tax Freedom Day" is complete nonsense<p>Apparently the Free Marketeers have declared today (June 18th) to be "Tax Freedom Day" in the UK.</p><p>The idea that people have been working for the government up to this point is really powerful - the nonsense of it all got me thinking of a completely different way of approaching taxation. </p><p>Why not think of a "Tax Freedom minute" within the hour? This led me to develop my hourly averaging proposal, explained in my book <i>Rethinking Taxation</i>. </p><h4 style="text-align: left;"><b>Calculating "Tax Freedom"</b></h4><p>If you do want to work out how much of your time goes to the government/society and how you get for yourself, then it would not just be be very difficult to do, it would actually be impossible. </p><p>Think about it: </p><p></p><ul style="text-align: left;"><li>How much does anyone "contribute" to society? </li><li>How much does anyone "benefit" from society? </li></ul><p></p><p>If you want to use market prices for one you'd have to do so for the other as well. What is the value of the resources that each person receives over their life, from their families, government, employers and investment gains? I'll come back to this. </p><p>When it comes to contribution things are even harder. </p><p></p><ul style="text-align: left;"><li>Someone who follows the law (and its spirit) is contributing to society, while someone who doesn't is not. </li><li>Someone who tends their garden thoughtfully and picks up litter benefits others, someone who litters and pollutes egregiously detracts.</li></ul><p></p><p>How can you put a number on all these forms of contribution? </p><p>Nagel and Murphy in their book <i>The Myth of Ownership</i>, showed this this whole line of thought is based on a simplistic <i>everyday libertarianism</i>. We assume that our gross income is in some sense ours as if we live in an imaginary libertarian economy. </p><p>But we don't live in that economy. We live in our economy, in the real world. </p><p>Tax isn't the only kind of contribution. However, it is an important one and everyone should be happy to pay their taxes out of a sense of reciprocity. </p><h4 style="text-align: left;"><b>Benefits received</b> </h4><p>Of course, as I indicated earlier, what this "calculation" also misses is that we all <i>benefit </i>from government spending, past and present.</p><p>The government provides all sorts of goods and services that benefit us all. </p><p>Some people, as is right, get more from the government than they put in. </p><p>Children aren't going to be contributing, but all being well they will grow up and contribute later on. </p><p>Some older people might not be contributing, but they will have done earlier in life.</p><p>If this was an honest exercise it would attempt to account for all the benefits that people receive over their life. </p><p>It isn't an honest exercise, it is just libertarian propaganda that makes no sense. </p><p><b>Net contributions?</b></p><p>Even if you think it is possible to calculate someone's tax contribution, and that it would be meaningful (which it isn't), the number would vary hugely from person to person.</p>
<p>Some people will get more than they contribute in ways that are right. We should want proper systems in place to support the vulnerable in society and not just abandon them.</p><h4 style="text-align: left;">Is it forgivable to spread nonsense?</h4><p>You can criticize the supporters of "Tax Freedom Day" for being selfish, which is probably right. </p><p>Or you can criticize them for being unrealistic ideologues, which is fair. </p><p>But most importantly, they are also just talking nonsense in thinking that the numbers are in any sense meaningful.</p><p>People have got a right to be selfish, they have a right to believe and propagate nonsense.</p><p>It is a free country after all. </p><p>The rest of us have a duty to see through it all. </p>
dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-49423479861392376882023-04-19T00:01:00.001+01:002023-04-19T00:10:28.144+01:00Advice for getting solar systems in the UK <p> A few people have asked me for advice about getting solar panels since I posted about our newly installed system. </p><p><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEglGYTe3y8fELD_q2YcaQNQFCPjTUDX87fP6T7QozizHxgGZGk74raOCLgX207pTkWWd5PtxiqvA1WDnpbcV2z9VeewbCvbbk5Km7GA3yVgVt83c1hDGaZVBIoQplabB2uI3G5LY5HVMF9DtsZcqu4dbQik1D1d3g3Xa48Jwk1x6c8pEAmvO_kCUtgK/s4000/20230310_163447.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em; text-align: center;"><img border="0" data-original-height="3000" data-original-width="4000" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEglGYTe3y8fELD_q2YcaQNQFCPjTUDX87fP6T7QozizHxgGZGk74raOCLgX207pTkWWd5PtxiqvA1WDnpbcV2z9VeewbCvbbk5Km7GA3yVgVt83c1hDGaZVBIoQplabB2uI3G5LY5HVMF9DtsZcqu4dbQik1D1d3g3Xa48Jwk1x6c8pEAmvO_kCUtgK/s320/20230310_163447.jpg" width="320" /></a></p><p>There is lots of general advice out there, and installers will of course look at your particular situation. </p><p>For instance, <a href="https://www.youtube.com/watch?v=-pLdrkHzX9Y" target="_blank">Artisan Electrics has a video with good advice on the topic</a>, which mentions a lot of the practical considerations. </p><p>There are lots of things to think about, like what roof you have and whether it is in the shade at all. Having some shade isn't a dealbreaker (you can always get a micro-inverter for each panel), but you could have a look at your roof at different times of the day to see whether any nearby trees or rooves cast shade. </p><p>Essentially, you want to get an MCS approved installer. They have to abide by high standards and only MCS installed systems can generate export payments. You certainly want to get paid for your excess if you are having a large system installed. </p><p>I found the sales people generally quite useful for reviewing the options and coming up with a proposal they believe is in your financial interest, based on their own assumptions. </p><p>However, there are a few things that installers might not flag up to you. </p><h2 style="text-align: left;"><b>Future proofing? </b></h2><p>As I mentioned in my previous blog, the focus tends to be on covering self-consumption. This is because you can be sure that you will save money on your electric bill if the solar (or solar and battery) covers that. </p><p>After all, the export payment rate has been very low in recent years, so there has been little incentive to use your roof to supply the grid. </p><p>However, there is no way to truly work out the payback time for a solar system - it depends on too many unknown future factors. How much will your electricity bills be in the future? What will your demand be? What will the export price be? Nobody knows for sure - certainly not me! </p><h4 style="text-align: left;">Higher rates in the future?</h4><p>However, that might not always be the case. New tariffs like Octopus' Flux tariff are offering rates several times that of the longstanding (but paltry) Standard Export Guarantee. However, these higher rates aren't guaranteed and the entire tariff might be withdrawn at any point. </p><p>Nevertheless, if you look at all the plans to build solar farms and the controversy raised about them, it seems like using rooves is much less controversial. If all rooves were covered in solar and every house had a battery it would really help the country continue to run on clean energy through windless days after all. </p><p>I certainly can't guarantee what export rates will be in the future, but I expect that if you've got a battery you will be able to use this for energy arbitrage - buy when the price is low and sell when it is high. </p><h4 style="text-align: left;">Higher electricity consumption in the future?</h4><p>But the other reason to think beyond your current use is that your use might increase in the future. </p><p>Obviously, we are all looking to get more energy efficient as time goes on. LED lightbulbs use a fraction of older types for instance. </p><p>However, that is just part of the story. The other side of net zero is that we need to electrify energy previously provided by fossil fuels. In the UK that means that your car, heating and hot water will be electric (the latter two ideally with a heat pump). </p><p>These will require a lot of electricity to replace the petrol and gas. The usage won't necessarily perfectly line up with solar production - your car might be out in the middle of the day in the summer and your heat pump will be working much harder in the colder winter months when the solar production is much lower.</p><p>Nevertheless, having your own generation to assist in these things will be useful, and the case for a home battery and solar will increase the more that your activities are electrified.</p><h4 style="text-align: left;">More or less? </h4><p>Overall - my feeling is that you can't really have too much solar generation (unless you have a REALLY huge roof that could fit loads of panels). </p><p>Of course, you can add to your system later. There is a case for getting something to start with and building from there. However, a lot of the cost of installing a solar system is the labour and scaffolding rather than the number of panels (which are about £200-£300 each)</p><p>I am glad I pushed for a slightly larger system (16 panels when a lot of the quotes were for 20), though I now wish I had budget for an even larger one. </p><h2 style="text-align: left;"><b>Too small an inverter? </b></h2><p>I've given one reason why you might be pushed towards too small a system. </p><p>One thing to be aware of is that the regulations have created an incentive for installers to install smaller inverters, which might also push them to recommend fewer panels for your system.</p><p>The inverter is the crucial part of any solar system - it converts the DC power from the panels to the AC power used in your house and the grid. </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEivQb9OEuiKapznVIO7IczHXkpw1dcQ4A9NmSs-ltKstCDbiJR3H64ELEZWUvSVFEP-y4fVStmZsKZai6QBj3drDBAnSAw1--PA5pITNEr-g7mcwO6oq1lL5P6tTko_k7FKI_HYw_32k8JZLUYygb9VrNlaKsvuPDC1G7qI_rUq6o8Nro2eiJD8rg5C/s4000/20230311_102722.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="3000" data-original-width="4000" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEivQb9OEuiKapznVIO7IczHXkpw1dcQ4A9NmSs-ltKstCDbiJR3H64ELEZWUvSVFEP-y4fVStmZsKZai6QBj3drDBAnSAw1--PA5pITNEr-g7mcwO6oq1lL5P6tTko_k7FKI_HYw_32k8JZLUYygb9VrNlaKsvuPDC1G7qI_rUq6o8Nro2eiJD8rg5C/s320/20230311_102722.jpg" width="320" /></a></div><br /><p><br /></p><p>When installing the system it is necessary to inform the local Distribution Network Operator (DNO). There is a process to do this. </p><p>For a smaller sized inverter (under 3.68kw) it is only necessary to inform the DNO of the installation (G98). </p><h4 style="text-align: left;">Over 3.68kW?</h4><p>For a medium or large inverter the installer has to seek approval (G99). Any decent company should include this service. </p><p>However, this process takes time and the outcome is not guaranteed - you might be told that the local network cannot cope until it gets upgraded in the distant future, or, that your <i>own </i>supply line needs to be upgraded (though this is unlikely unless you are having a lot of panels installed). </p><p>More importantly, as well as time spent on the process, it also costs money - companies have to pay to go through this process. </p><p>For this reason, it is conceivable that companies would push customers towards a smaller system, of around 12 panels or fewer, even if they would do well to get a larger one. </p><p>Essentially, this regulation has created an incentive for installers to propose solutions of a particular size. I expect that many people will end up with systems sized at this level because of this regulatory quirk. </p><p>Fortunately, although I wasn't really aware of this issue when I ordered my system, I did notice that a 5kW inverter had some advantages of a 3.68kW one AND was virtually the same price. I therefore mentioned this to my installer, who agreed to install the 5kW. </p><p>This was a risk for the installer, but I have got a much more appropriate system as a result. </p><p>Plus, if I do add a few more panels in the future the inverter will be able to process the higher peak energy created, which a smaller one wouldn't manage. </p><h2 style="text-align: left;">Final thoughts</h2><div><p>Overall, I am a huge advocate of solar systems for climate mitigation reasons, but they also make a lot of financial sense.</p><p>There is a lot of good advice out there from people who know their stuff. There are several You Tube channels on the topic such as <a href="https://www.youtube.com/c/GaryDoesSolar" target="_blank">Gary does solar</a> and <a href="https://www.youtube.com/@TimAndKatsGreenWalk" target="_blank">Tim & Kat's Green Walk</a>. </p><p>Most installers will give you good advice and consider the relevant factors. </p><p>However, I wanted to flag up a few things that might lead installers to push people away from using their roof to its ideal solar potential. </p></div>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-91233557864396885692023-04-10T16:56:00.008+01:002023-04-10T16:58:52.485+01:00Good video explainers of Climate Change<p>Someone on twitter once asked me for good videos on climate change.</p><p>I didn't have a great answer then, but I think I would now. </p><h4 style="text-align: left;">A simplistic understanding?</h4><p>I recently watched some videos that demonstrated that I, like most people, had the sort of 'high-school' level understanding of climate change. </p><p>Sabina Hossenfelder is a top physicist and she recently admitted she had just the basic understanding until recently. In a recent video <a href="https://www.youtube.com/watch?v=oqu5DjzOBF8" target="_blank">she explains the basic and more accurate versions</a>. </p><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/oqu5DjzOBF8" width="320" youtube-src-id="oqu5DjzOBF8"></iframe></div><br /><p></p><h4 style="text-align: left;">Denialist tricks</h4><p>You'll notice that climate science deniers are often very adept at challenging the simplistic 'school-level' version of climate change. </p><p>They often make claims about climate science that no scientist would support or believe, like that carbon dioxide is the <i>only </i>thing that affects the climate. However, their demonstrations that CO2 isn't the <i>only </i>thing that matters does not debunk the key claim which is that our CO2 emissions are having a serious impact. b</p><p>Denialists aren't engaged in honest science - they simply cherry pick anything that appears to support their pre-determined agenda. They are driven by politics rather than science. </p><p>We have clear evidence that the Earth has been warming in recent decades. Denialists can't deny this any more, so they have to come up with other explanations for the warming - often that it is due to the sun. </p><p>Simon Clark has a very good video explaining why <a href="https://www.youtube.com/watch?v=y35Lzgc9iJk&" target="_blank">the sun CANNOT be behind global warming</a>. </p><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/y35Lzgc9iJk" width="320" youtube-src-id="y35Lzgc9iJk"></iframe></div><br /><p><br /></p><p>I think this was the video that helped me to understand the point about how climate change really works. The warming of the atmosphere due to the greater amount of CO2 (and other GHGs) puts the system out of balance. Since it isn't possible to emit all that extra energy out to the void of space it has to come back down to Earth. </p><p>It is no doubt hard to know for sure what impacts all that extra heat energy is going to do, but it seems hubristic to think that adding a load of heat to finely balanced systems around the world is going to work out well.</p><h4 style="text-align: left;">A very good lecture</h4><p>For a very straightforward (and well-produced) full lecture explaining climate science I can recommend Myles Allen's Gresham College lectures, particularly <a href="https://www.youtube.com/watch?v=Auq5PLKTA3M&t=1s" target="_blank">The Atmospheric Physics Behind Net Zero</a>. </p><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/Auq5PLKTA3M" width="320" youtube-src-id="Auq5PLKTA3M"></iframe></div><br /><p><br /></p><p>Do add further suggestions below! </p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-21695204844897275282023-03-31T23:38:00.004+01:002023-04-01T00:22:44.691+01:00We've gone solar! Should you?<p>Last Summer I discovered that having an East-West facing roof didn't make solar panels pointless after all, and so we found a company to install them (don't worry Mum - we got three quotes). </p><p>Anyway, after a lot of delays we got the system installed three weeks ago.</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhm-SSdWvaMwuGdAZWIElM15a_g-b9dTR0PGbqtMly9Lwuimkdbb00itnNL6cphidDj7Qk9cqcmbMI9saoBwT67zhjT79tM8fA4uXl1BOgu2_856C0Z_SbWr-Kb2MNV7CAV6Un6R4YfHYoKhDOs0eIpQ0A5otgdCIio9gmCJq8vOvu-4rj2P5dWFqPT/s4000/20230310_115958.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="3000" data-original-width="4000" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhm-SSdWvaMwuGdAZWIElM15a_g-b9dTR0PGbqtMly9Lwuimkdbb00itnNL6cphidDj7Qk9cqcmbMI9saoBwT67zhjT79tM8fA4uXl1BOgu2_856C0Z_SbWr-Kb2MNV7CAV6Un6R4YfHYoKhDOs0eIpQ0A5otgdCIio9gmCJq8vOvu-4rj2P5dWFqPT/s320/20230310_115958.jpg" width="320" /></a></div><br /><p><br /></p><p><b>System capacity</b></p><p>For those interested in the details it is sixteen 395w panels (two strings of 8) with a 5kw inverter and a 9.5kwh battery. </p><p>We also had a smart immersion heater installed into our hot water tank. Well, not <i>that </i>smart - it doesn't do solar divert. But that doesn't matter because the battery can make up any difference if there isn't enough solar at the precise moment we are heating the water. The aim here is to stop using gas for half the year. </p><p>In the three weeks so far (in March) we have been almost entirely self-sufficient for electricity and hot water. </p><p>If you look at our energy usage I don't need to tell you when we had the system commissioned (they have to empty the battery and then fill it all the way to test it), and our first full day of solar. </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1YrQFxQLIzf3lsfnXELzefbK_dy_PAODtWmtt4ysRA1ZpMcdC1iM82c8xkmiu2tYVcH4af3olXFJgjyF16Y4gpXx2n2JQR4hROAn0UFj21Bi2hfAfg0BgKxlQW4b-eSXUlYTT3CmyPRT-mC9316KxBKlJVlWhwlU1Igi4eneNjspetBOGsr3HiBAW/s2640/electricity%20usage.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="767" data-original-width="2640" height="116" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1YrQFxQLIzf3lsfnXELzefbK_dy_PAODtWmtt4ysRA1ZpMcdC1iM82c8xkmiu2tYVcH4af3olXFJgjyF16Y4gpXx2n2JQR4hROAn0UFj21Bi2hfAfg0BgKxlQW4b-eSXUlYTT3CmyPRT-mC9316KxBKlJVlWhwlU1Igi4eneNjspetBOGsr3HiBAW/w400-h116/electricity%20usage.jpg" width="400" /></a></div><p>Even the days when the battery wasn't able to cover all our usage and we briefly drew from the grid (because we had too many appliances on at once or because it was slightly too slow to react), the usage was still lower than the day we were away from home (28th Feb). </p><p>This was March - there should be plenty of surplus over the Summer months when days are much longer here in the UK. </p><p>FYI - I'm not expecting to cover our usage from November to February, but might get a little extra power, we will see! </p><p><b>Payback period? </b></p><p>I signed up to this in order to reduce our carbon footprint, safe in the knowledge that it would be a good investment given that it would offer a saving on energy bills and that the panels would last at least 25 years (that is the warranty period). The inverter is unlikely to last that long, and the battery will start to degrade eventually, but they will pay themselves back too. </p><p>It is hard to work out exactly when the "payback" period would be, because it would involve a lot of assumptions about future energy prices. </p><p>The reason why I was very confident that it would be a good investment is because I've been following the climate and energy issues for a few years now and I'm convinced it is necessary to move to net zero (in fact I believe it should happy MUCH more quickly than our government is planning, given the reality and (im)morality of climate change). </p><p><b>Self-use only?</b></p><p>The focus of the sales pitched when I ordered the system was on self-consumption. The idea is that you want to save yourself from importing electricity from the grid, which is expensive. </p><p>However, I was keen to get more solar panels than most of the companies thought was sensible because:</p><p></p><ul style="text-align: left;"><li>Those of us with suitable rooves should be supplying clean energy to the grid</li><li>Energy prices could rise further</li><li>I want to offset my usage at other times of the year</li><li>I pay for offsets, so this is an extra saving that doesn't get factored in to payback calculations </li><li>As renewables provide more and more of the electricity demand supply and demand will be </li></ul><p></p><p><b>Dynamic Pricing</b></p><p>However, since we ordered our system, Octopus Energy (a very forward-thinking company) have introduced a new tariff for people with solar and battery. </p><p>This is a relatively dynamic pricing structure in that it varies at different times of the day. </p><p>They already had some tariffs with cheap overnight prices (good for a home battery), but these were only available to people with an Electric Car and we haven't (yet) got one of those. </p><p><b>Octopus Flux</b></p><p>The idea behind the new Octopus Flux tariff is that people with a battery can supply the grid during the evening peak period. </p><p>The export rate is much higher than the paltry standard amount that focuses everyone on self-consumption. </p><p>Now, I don't know if we will max out our battery every evening. Doing so might shorten the life of the battery. </p><p>However, we have West-facing panels and I am hoping that they will be generating well into a Summer evening, and that we will be paid handsomely for that. Perhaps a few extra pounds on a sunny day, which would obviously reduce the payback period substantially. </p><p>And part of the reason for wanting a battery is to ease the peaks and troughs that we place on the grid. After all, gas is always the source of the <i>marginal </i>(next additional) unit of energy (hence why gas sets the price). </p><p>Essentially, in the months between ordering the system and getting it, I think that the expected returns have increased already as a result of this Octopus Flux tariff. We will be receiving several times the export payments I expected when ordering the system. It will pay itself back quicker than I expected.</p><p><b>The Future?</b></p><p>As part of the (absolutely necessary) move to net zero the following will be necessary:</p><p></p><ul><li>Much more renewable energy for the electricity system</li><li>Electrification of transport (cars) </li><li>Electrification of heating (heat pumps)<br /></li></ul><div>Demand for electricity will increase, while generation will be more variable.</div><p>In the future the above logic about marginal use should become more and more relevant, so that pricing better matches supply and demand. </p><p>I expect that pricing will be <i>even more </i>dynamic than the Flux tariff. Price will also vary depending on supply of renewables and demand at that time. </p><p>So rather than have pre-set times when the electricity is cheaper or more expensive it would vary depending on the amount of wind/water/solar electricity available and the demand of other users. </p><p>People with batteries can shift their usage from the high-demand-low-supply times to the high-supply-low-demand times. They can, and should, be paid for doing this. </p><p>Essentially, people who don't have batteries will have to pay more for their power, while people with batteries will be able to make use of cheaper prices. </p><p>Solar helps with this because you are generating yourself, filling up your battery along the way. Having a battery makes sense with solar, but it also makes sense independently. </p><p><b>Ready for net zero?</b></p><p>Essentially, if you are doing any kind of renovations to your house make sure you:</p><ul style="text-align: left;"><li>add solar panels as a lot of the cost is in the labour involved (the scaffolding, electricians etc.). The panels themselves are pretty cheap (about £200 - £300 each) and will pay themselves back in no time. </li><li>insulate to as high a standard as possible to limit heat loss (electricity might be more expensive when it is very cold as everyone will have their heating on at once)</li><li>prepare for a high-efficiency heating system (a heat pump) by installing a low-flow system - underfloor heating or large radiators</li><li>have an electrical system that can cope with adding things like a heat pump, EV charging and battery in the future (though I was reassured it would be possible to extra things on even though our fuse board is now full).</li></ul><div>Essentially, plan ahead for net zero! Renovations don't happen often and you don't want to have to do it again. Net zero has to come, and few houses are ready for it. </div><p></p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-62635693212428471642023-02-02T23:45:00.007+00:002023-02-26T12:34:48.655+00:00Free Speech: free online materials<p>I’m pleased to be giving two talks on the upcoming Day
School <a href="https://www.conted.ox.ac.uk/courses/the-limits-of-free-speech-offence-hate-speech-and-no-platforming?code=O22P176PHJ">The
Limits of Free Speech: Offence, Hate Speech and No Platforming</a> on Saturday 25<sup>th</sup>
of February 2023.</p><p class="MsoNormal"><o:p></o:p></p>
<p class="MsoNormal">I thought I would put up some online resources that would be
useful to anyone looking to attend the event. <o:p></o:p></p>
<h2 style="text-align: left;">Free online reading </h2><h1><o:p></o:p></h1>
<h4 style="text-align: left;"><span style="font-family: times;"><span style="color: #1a1a1a; font-size: 11.5pt; line-height: 107%;">Background reading on Freedom of Speech</span></span></h4><p class="MsoNormal"><span style="font-family: times;"><span style="color: #1a1a1a; font-size: 11.5pt; line-height: 107%;">van Mill, David, "<a href="https://plato.stanford.edu/archives/spr2021/entries/freedom-speech/">Freedom
of Speech</a>" in Zalta (ed.) </span><em style="-webkit-text-stroke-width: 0px; font-variant-caps: normal; font-variant-ligatures: normal; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; widows: 2; word-spacing: 0px;">The
Stanford Encyclopedia of Philosophy </em><span style="-webkit-text-stroke-width: 0px; float: none; font-variant-caps: normal; font-variant-ligatures: normal; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; widows: 2; word-spacing: 0px;">(2021)<o:p></o:p></span></span></p><p class="MsoNormal"><span style="font-family: times;"><span style="-webkit-text-stroke-width: 0px; float: none; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; widows: 2;">Anderson, Luvell and Michael Barnes, "<a href="https://plato.stanford.edu/archives/spr2022/entries/hate-speech/" target="_blank">Hate Speech</a>" <span style="color: #1a1a1a; font-size: 11.5pt; line-height: 16.4067px;">in Zalta (ed.) </span><em style="-webkit-text-stroke-width: 0px;">The Stanford Encyclopedia of Philosophy </em><span style="-webkit-text-stroke-width: 0px; float: none;">(2022)</span></span></span></p>
<p class="MsoNormal"><span style="color: #1a1a1a; font-size: 11.5pt; line-height: 107%;"><span style="font-family: times;">Bonotti, Matteo, and Jonathan
Seglow. "<a href="https://compass.onlinelibrary.wiley.com/doi/pdf/10.1111/phc3.12759">Freedom
of expression</a>" <i>Philosophy Compass</i> 16, no. 7 (2021):
e12759.<o:p></o:p></span></span></p><p class="MsoNormal"><span style="color: #1a1a1a; font-size: 11.5pt; line-height: 107%;"><span style="font-family: times;">If you want to buy a short introductory book, I recommend Nigel Warburton's <i>Free Speech: A Very Short Introduction</i>. </span></span></p><p class="MsoNormal"><span style="color: #1a1a1a; font-size: 11.5pt; line-height: 107%;"><span style="font-family: times;">JS Mill's classic (and very readable) text <i>On Liberty</i> (1859) is available cheaply, but as it is out of copyright you can view it online (also see below for a free the audiobook)</span></span></p><h4 style="text-align: left;"><span style="color: #1a1a1a; font-size: 11.5pt; line-height: 107%;"><span style="font-family: times;">More advanced readings</span></span></h4>
<p class="MsoNormal"><span style="color: #1a1a1a; font-size: 11.5pt; line-height: 107%;"><span style="font-family: times;">I’ve noticed that a lot of the
works of Alexander Brown, an author in this area, are available free online. If
you want to read something more advanced you could read one of <a href="https://scholar.google.com/citations?user=DAckkDMAAAAJ&hl=en&oi=sra">his
papers</a>, or his <a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=DAckkDMAAAAJ&citation_for_view=DAckkDMAAAAJ:7wO8s98CvbsC">book</a>.
</span></span><o:p></o:p></p>
<h2 style="text-align: left;">Videos</h2><h1><o:p></o:p></h1>
<p class="MsoNormal">There are lots of videos online discussing liberty, free speech and
hate speech. <o:p></o:p></p>
<p class="MsoNormal">Two authors for whom I have a lot of respect, Jeremy Waldron
and Ronald Dworkin presented their contrasting views on the issue of hate
speech in 2013. Links <a href="http://iusconstifil.blogspot.com/2013/02/ronald-dworkin-and-jeremy-waldron-hate.html">here</a>.<o:p></o:p></p>
<h2 style="text-align: left;">Audio</h2><h4 style="text-align: left;">(listen online or download to your podcast app)</h4><h1><o:p></o:p></h1>
<h2>Audiobooks<o:p></o:p></h2>
<p class="MsoNormal">Some people have kindly recorded J.S. Mill’s <i>On Liberty</i>
(1859) as <a href="http://www.loyalbooks.com/book/on-liberty-by-john-stuart-mill" target="_blank">an audiobook</a><o:p></o:p></p>
<p class="MsoNormal">Nigel Warburton reads the Chapter <a href="https://philclassics.libsyn.com/john_stuart_mill_on_liberty" target="JohnStuartMillonLiberty">John Stuart Mill on Liberty</a> from his book <i>Philosophy: The Classics</i>.</p><p class="MsoNormal"><o:p></o:p></p>
<h2>Podcasts<o:p></o:p></h2>
<a href="https://philosophybites.com/2008/05/tim-scanlon-on.html" target="TimScanlononFreeSpeech">Tim Scanlon on Free Speech</a><i> Philosophy Bites</i> (2008)<br />
<p class="MsoNormal">Rae Langton on Hate Speech <i>Philosophy Bites</i> (2012)<o:p></o:p></p>
<p class="MsoNormal"><a href="https://www.abc.net.au/radionational/programs/bigideas/caught-between-free-speech-and-hate-speech/9383198" target="Caughtbetweenfreespeechandhatespeech">Caught between free speech and hate
speech</a> <i>Big ideas </i>(2018)<o:p></o:p></p>
<p class="MsoNormal">Jacob Mchangama <i>Clear and Present Danger - Free Speech
Podcast</i> (Many episodes!) <o:p></o:p></p><p class="MsoNormal">Freedom of Speech: Censors working overtime <i>Origin Story</i> (2022)</p><p class="MsoNormal"><a href="https://newbooksnetwork.com/controversial-ideas-and-no-platforming-with-jeff-mcmahan" target="_blank">Controversial Ideas and “No Platforming” with Jeff McMahan</a> <i>Why we argue</i> (2019)</p><p class="MsoNormal"><a href="https://www.thejurisprudes.com/episodes/episode-02-de-platforming" target="_blank">Deplatforming </a><i>Jurisprudes </i>(2022). </p>
<h2 style="text-align: left;">Political Philosophy and liberty</h2><h1><o:p></o:p></h1>
<p class="MsoNormal">These materials also provide a useful background to the
online short course <a href="https://www.conted.ox.ac.uk/courses/political-philosophy-an-introduction-online">Political
Philosophy: An Introduction</a>, which I often teach.</p><p class="MsoNormal">This 10 week course runs three or four times per year. <span style="mso-spacerun: yes;"> </span><o:p></o:p></p>
<p class="MsoNormal">Liberty is one of the topics covered. We look at
JS Mill’s harm principle and whether and how you it applies to various cases. <o:p></o:p></p>
<p class="MsoNormal">I hope to see you on one or both of the courses above! <o:p></o:p></p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-23626742403540606532023-01-29T22:16:00.002+00:002023-01-29T22:16:39.619+00:00Keen and Slemrod Tax Wisdom and my tax proposals<p><br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiaO4TvzNjsEe4fS-CfXm56eVJNUGVlcNuX3CUJkHngXMgJRxpFmou7T3Y3RbKKo_vzhpnSS4ldNW-vV2C9NiatmaXedIcV8p8Loo313iCoZIXIArbsX-YluSb7Cj6mAVOqmINgdYToVkhv3FQ1OZ9iGv2wLm9WFVM6ljsLrzzBcU8BwgytKqHSzngm/s3510/Keen%20and%20Slemrod%20Cover.jpg" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="3510" data-original-width="2333" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiaO4TvzNjsEe4fS-CfXm56eVJNUGVlcNuX3CUJkHngXMgJRxpFmou7T3Y3RbKKo_vzhpnSS4ldNW-vV2C9NiatmaXedIcV8p8Loo313iCoZIXIArbsX-YluSb7Cj6mAVOqmINgdYToVkhv3FQ1OZ9iGv2wLm9WFVM6ljsLrzzBcU8BwgytKqHSzngm/s320/Keen%20and%20Slemrod%20Cover.jpg" width="213" /></a></div>If anyone is doubtful that taxation is an interesting and important topic, I suggest they read the recent book <i>Rebellion, Rascals, and Revenue: Tax Follies and Wisdom Through the Ages </i>by Michael Keen and Joel Slemrod. <div><br /></div><div>The authors are experienced tax experts, but they explain public finance not through dry mathematical equations but through interesting anecdotes and stories. They present numerous unusual taxes and charges that have been applied over the centuries. For instance, a bridge that people without shoes could cross for free while the shoed (shod?) would pay toll. </div><div><br /></div><div>The book covers all the important topics to do with taxation and alternative forms of government funding. It even contains a lot of puns in the section title headings, and I wonder if there were some that I didn't get. </div><div><br /></div><div><br /></div><div>For those interested in finding out more, perhaps while waiting to get hold of your copy of the book, the authors spoke about some of their favourite examples from the book in a video: </div><div><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/JcZz2tEMi4g" width="320" youtube-src-id="JcZz2tEMi4g"></iframe></div><br /></div><div><br /></div><h2 style="text-align: left;">Tax Wisdom</h2><div>One feature of the book is that towards the end they review some of what they have taken-away from their years of study and engagement with tax systems throughout the world. They end with their thoughts about where tax might be heading in the future. </div><div><br /></div><div>I was pleased (relieved) to see that several of their recommendations and predictions included several things that I have attempted to do with my own tax reform proposal, which I have called the <a href="http://dougstaxappeal.blogspot.co.uk/2014/08/what-is-cliph-rate-tax.html" target="_blank">CLIPH-Rate tax</a>, set out in my book <i>Rethinking Taxation.</i> </div><div><br /></div><div>I thought I would flag up a few of them here: </div><h3 style="text-align: left;">New technology</h3><div>Keen and Slemrod highlight that the use of big-data could be game changing in uncovering tax avoidance and evasion. I agree. </div><div><br /></div><div>This, plus greater integration between taxation and the financial payments system, should create a lot of opportunities to do things differently. <a href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4125999" target="_blank">João Félix Pinto Nogueira has recently argued that there could be a different model of taxation in the future</a>, and I think this is right.</div><div><br /></div><div>I believe that the use of real-time calculation (as is now applied in the UK) allows a different way of doing tax. And it needn't just be applied to payments from employers. (In the UK this income tax withholding is called real-time PAYE, but there are similar systems with different names in other countries.) </div><div><br /></div><div><i>All </i>financial transfers could be taxed in real-time based on the recipient's current tax-rate. By current I really do mean current - the tax authority could update their tax rate and inform the financial institution to withhold the correct amount on all transactions. </div><div><br /></div><div>Integrating real-time tax calculations into all payments means that there would no longer be any need for payments between taxpayers and the tax authority. Any corrections could be applied at the next payment to that individual. </div><div><br /></div><div>Of course, this could include "negative tax" payments to <i>increase </i>someone's payment if they have paid too much tax in the past or if they receive additional support from the government, for instance because they have a very low income or require some extra support due to their personal circumstances (disability for instance). </div><div><h3 style="text-align: left;">Integrate the tax and earnings subsidy systems</h3><p>This leads onto the next suggestion. Running a real-time system with negative tax rates for low-earners, means that the tax system can be integrated with the benefit system, and used to make payments to recipients. </p><p>A potential problem with this is that support systems tend to need to react swiftly in order to ensure that people in difficulty (for instance who have lost their income) can survive. </p><p>However, I think that using technology and providing a Guaranteed Work Programme (which I think should be offered alongside my proposal), it should be possible to ensure that everyone has continued access to an income. Some special benefits could continue separately, while others would be rolled into my proposed single-tax system, and payments could be triggered regularly if needed. </p><h3>Extend the tax period beyond a year </h3><p>Keen and Slemrod highlight that 365 days is a rather arbitrary amount of time for taxation calculations. Given that it is the time it takes for the Earth to go around the sun, reflects agricultural seasons, and is the basis of calendars, 365 days is more sensible than a 250 or 450 day tax year. </p><p>Nevertheless, any given year may not be reflective of the taxpayer's overall situation. As Vickrey and others noted long ago, a longer period would be more appropriate. Indeed, where the tax system is progressive, as I believe it should be, this becomes all the more important. Large payments would then be averaged over many years, rather than included within a single tax year. </p><p>I have therefore proposed, a little like Vickrey, that we should apply a lifetime average tax calculation. This has many advantages, but requires a different way of calculating taxes. </p><div>This allows more progressive tax rates, because these rates would be applied across many years of life. As well as being fairer to those who have fluctuating incomes, and more accurate, this means that people would have no incentive to artificially arrange their payments to occur on one date rather than another in order to fall into a particular "tax year." </div><h3 style="text-align: left;">Tax economic rents very highly</h3><p>One worry about taxation is that it will discourage productive behaviour, but this is the case for some taxes more than others. </p><p>Economic rents occur where the owner of something (their land, spare money, their skills/talents or whatever) gets a higher return from employing it than they would require in order to put it to that use. </p><p>Taxes on economic rents are an ideal tax in this regard because they do not impact on economic behaviour. A landlord will rent out their premise to the highest bidder, whether they get 100% of that amount or 50%. Perhaps at a certain point they would decide it is not worthwhile to rent out their premise and leave it unoccupied, but that would mean that they wouldn't be getting any return on their ownership. </p><p>They are also an ideal tax because they tend to be progressive - it is almost by definition the economically fortunate who have the opportunity to generate economic rents. The less fortunate don't have anything on which to generate rents. </p><p>In practice, it is hard to know what rents are <i>ex ante </i>(before the fact). So a pure rent tax is something that exists in theory and not in practice.</p><p>However, I believe that my Hourly Lifetime Averaging system would achieve tax rents well by proxy. This is because:</p><p></p><ul style="text-align: left;"><li>It taxes all income, earned and unearned in a very progressive way </li><li>It reduces the tax rate for those who provide their time into the economy through working (or get some credit for not being able to do so)</li></ul><p></p><h3 style="text-align: left;">Tax leisure </h3><p>To put it differently, the system I propose taxes leisure. </p><p>This relates to another piece of tax wisdom in the book. Actually, in the book the suggestion is to tax <i>complements </i>to leisure. Taxing the things that people would like to do if they weren't working would make working relatively more appealing. </p><p>I go one step further and just tax the leisure directly. As I note above, the hourly averaging system rewards people who work more hours with a lower tax rate (at least up to a maximum point). </p><p>So someone who has received a lot of income without doing much work (a wealthy heir for instance), would face a very high tax rate (at least until they have worked a lot of hours). Meanwhile, someone who works for a low wage would have a low--possibly negative--tax rate. </p><p>Both have an incentive to work, and the heir can be taxed at much higher rate than under any other system, and the low-paid worker will be able to get a more generous income supplement that won't be as harmful to the economy. </p><p>If someone retires earlier, or works part-time rather than full-time, they would face a higher tax rate on their unearned income. There is nothing wrong with working less, of course. There is more to life than working. However, the wealthy and talented can afford to work less while the poor cannot. Hourly averaging would incentivise <i>everyone </i>to work longer. </p><p>It also retains the incentive to work in higher productivity ways too, since people will always benefit from having a higher income as well. It takes account of hours at work <i>and </i>income, rather than simply income alone. </p><h3 style="text-align: left;">Final Thoughts</h3><p>I don't know what Keen and Slemrod would make of the CLIPH-rate tax. I can imagine they would consider it too idealistic to introduce such a major change, since piecemeal reforms are always easier. They might also argue that it would be hard to administer (they have two chapters on tax gathering and the difficulties in collecting accurate information from people who benefit from hiding this). </p><p>However, it was reassuring from my perspective that the conclusions of the book pointed in the same direction as the proposals that I made a few years ago. <span style="background-color: white; color: #495057; font-family: Lato, sans-serif; font-size: 16px;">:-)</span></p></div>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-86091725843821795862023-01-24T23:59:00.001+00:002023-01-26T15:29:16.602+00:00Book Review: Political Philosophy and Taxation<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEifNSnEdW8aveIiFqixV0hqHi_lb0vqroL_iGomZRaAQWRWHAonaKeZE9OOQ17wD-WuIQQLvRYsZXe1X3wVQUznkgFwEyy16dcMXeQN4EMKFxPzKSnX20l88s2RF0bQp9CHcAT1v293NzglSDWtISraKHU-iAxL9YKzf4HaxImCXcGYAmZ4nIL_bvU7/s3066/Pol%20Phil%20Tax%20Cover.jpg" imageanchor="1" style="clear: right; display: inline !important; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="3066" data-original-width="2321" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEifNSnEdW8aveIiFqixV0hqHi_lb0vqroL_iGomZRaAQWRWHAonaKeZE9OOQ17wD-WuIQQLvRYsZXe1X3wVQUznkgFwEyy16dcMXeQN4EMKFxPzKSnX20l88s2RF0bQp9CHcAT1v293NzglSDWtISraKHU-iAxL9YKzf4HaxImCXcGYAmZ4nIL_bvU7/s320/Pol%20Phil%20Tax%20Cover.jpg" width="242" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEifNSnEdW8aveIiFqixV0hqHi_lb0vqroL_iGomZRaAQWRWHAonaKeZE9OOQ17wD-WuIQQLvRYsZXe1X3wVQUznkgFwEyy16dcMXeQN4EMKFxPzKSnX20l88s2RF0bQp9CHcAT1v293NzglSDWtISraKHU-iAxL9YKzf4HaxImCXcGYAmZ4nIL_bvU7/s3066/Pol%20Phil%20Tax%20Cover.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"></a></div><p>I was pleased to be asked to review a book on <i>Political Philosophy and Taxation </i>for the <i>British Tax Review</i>, and I wanted to provide the text here on my blog for the benefit of those who do not have access to the journal. <br /><br /></p><p>Legal disclaimer: This material is (a slightly edited version of) the review first published by Thomson Reuters, trading as Sweet & Maxwell, 5 Canada Square, Canary Wharf, London, E14 5AQ. It was published in the <i>British Tax Review </i>as "Political Philosophy and Taxation (Springer, 2022), by Robert van Brederode (ed.) (2022, 5, pp662-5)" and is reproduced by agreement with the publishers. <br /><br /></p><p><b>Review of <i>Political Philosophy and Taxation</i></b>, by Robert van Brederode (ed.) (Springer, 2022)<br /><br /></p><p>As someone who teaches an introductory course on political philosophy, I was pleased to be asked to review this work, which really is—as it claims—the first book providing a comprehensive overview of political philosophy and taxation. The textbook for the course I teach (Wolff, 2015) begins with the suggestion that political philosophy might be about “Who gets what?” and “Says who?” Put like this, the link between political philosophy and taxation is abundantly clear. </p><p>There are, no doubt, many ways to structure such a book. It could be organised by topic like the abovementioned textbook, which covers the key topics of:</p><p>1)<span style="white-space: pre;"> </span>The nature and justification of the state.</p><p>2)<span style="white-space: pre;"> </span>Who should rule? Should we have democracy, and if so what kind?</p><p>3)<span style="white-space: pre;"> </span>Liberty and rights.</p><p>4)<span style="white-space: pre;"> </span>The distribution of property.</p><p>5)<span style="white-space: pre;"> </span>Justice for everyone, everywhere? (On whether Western political philosophy has ignored or excluded any important groups or perspectives.) </p><p>Again, all of these topics are relevant to taxation, particularly property and distributive justice. However, unlike the above textbook, this book is organised around different schools of thought within the Western tradition. The subtitle of the book describes it as a history of political philosophy. The book does indeed provide a detailed intellectual history of several influential schools of (Western) thought on the topic, explaining how key thinkers from those schools approached the topic of taxation, situated within their wider philosophical projects. This is a sensible move. Experts in different schools of thought can then take turns in summarising each, indicating where key thinkers have said anything relating to taxation. </p><p>One question this raises is whether the book is an exercise in intellectual history or directly one of the philosophies and their implications. The first and last chapters by the book’s editor are certainly not intellectual history, but rather direct interventions in debates. The other chapters tended to fit the historical brief more closely, reporting on the relations between various thinkers and their views of taxation. Two, acknowledged, exceptions were Chapter 8 on legal positivism and the final chapter (11) where the editor provides his own proposal for radical tax reform. There is a good case for organising the book by historical school, though that places additional pressure on the introductory chapter, a point to which I will return. </p><p>Interestingly, most of the authors are not obviously primarily political philosophers, given their departmental affiliations. However, they all clearly know their respective schools of thought very well indeed, often because they use them in their own research on taxation. Certainly, taxation is inevitably a multidisciplinary topic, hence the need for all who write about it to have a good understanding of political philosophy. </p><p>Which “schools of thought” should be included in such a book? The book contains a lot of the ones I would expect, but I found some of the choices surprising. One thing to make readers aware of is that the book leans libertarian, which is clearly the editor’s own approach given the chapters he has authored (the first and last). Perhaps that is a perk of being the editor, but I think it should have been made clearer at the outset, or, perhaps even better to avoid these strong interventions given that they did not fit with the stated brief of the book. </p><p>There are several chapters that are more left-leaning (on socialism, egalitarianism and feminism), so the book still provides a good overview of most of the relevant views of taxation. However, questions can be raised as to whether there was a need for chapters on conservatism, classical liberalism and libertarianism, plus the two non-historical chapters, given the overlap between them. </p><p>I think that the libertarian leanings of the book could give a false impression of the way that contemporary political philosophers would approach taxation. <a href="https://dougstaxappeal.blogspot.com/2022/10/" target="_blank">I undertook a poll of 78 philosophers on the topic</a> and one third approached the topic in a liberal egalitarian way (including myself). Thirty per cent took a socialist approach and about 15 per cent consequentialist, most of whom selected “centrist or progressive” rather than classical liberal. Seventy per cent of responses indicated that liberal egalitarianism represented the dominant approach. A lot of the debates within this school were mentioned in the introduction but not actually presented in the book (except in passing). (For more on the literature see <span style="text-indent: -48px;">Pedersen)</span> </p><p>There would have been a case for a chapter on luck egalitarianism, and indeed Ronald Dworkin (2006) has an entire chapter on tax justice in a book which was not referenced at all. </p><p>Another omission I thought was discussion of Aristotelian-inspired views (perhaps other than in the chapter on conservativism), which are particularly to be found in theories of desert, participatory democracy and communitarianism. Natural desert is a distributive theory, a rival to Nozickean libertarianism, utilitarianism and the various forms of egalitarianism (see Campbell, Miller). Desert theory is not at all popular with political philosophers—it had no advocates in my poll. However, there is an argument that desert is the common approach of the public (see Shiffrin). There was a section on desert in the introduction, but this was a very misleading discussion, presented as an attack on luck egalitarianism, a view which is neither desertist nor—we recall—represented in the book. </p><p>Desert might also be relevant to those who believe that political decisions should be made democratically as a representation of the views of the common good, or as an expression of their views or values. Communitarianism was mentioned as an example of a view opposed to libertarianism in the introduction but not again in the book. The final chapter did have “Democracy” in the title, but this did not present a history of the arguments for and against democracy, which go back to Plato’s Republic, but was in fact highly opposed to democracy. Agreeing with anti-democratic libertarians that “an electorate that is uninformed, underinformed, or misinformed” will mean that majority rule “opens the door for the misuse of power to the detriment to the interests of others”. “Majority democracy violates the principle of equality as it is based on coercion of the many”, which apparently means that a decision by the majority to impose taxation would violate the “principle of liberty”. These apparently inviolable principles are neither explained nor referenced.</p><p>Philosophy of colonialisation and race is another possible approach that could have been included, though this has methodological affinities with feminism and intersectionality as mentioned in the chapter on feminism. The historical-school approach taken also creates the problem that important contemporary debates are omitted, about global justice for instance. </p><p>Most of my criticisms are of the introduction, as I’ve hinted above, which represents a missed opportunity. The first words of the introduction are “liberal individualism” but what is this and why start with it? Perhaps because methodological individualism was the starting point of Hobbes’ political thought, which later begat liberalism (though Hobbes was no liberal). If the book is written for newcomers to political philosophy it should have explained what that subject is, perhaps mentioning disagreements over method, such as whether liberal individualism is the right approach. Another important thing to cover is to explain the philosophical topics and disputes that bear on taxation, and perhaps to explain some common terminology. These are mentioned, but too obliquely for the complete novice who knows little about the subject. </p><p>The introduction is very long, but far too much of it is spent attacking views that will be presented later in the book. There are seven pages criticising Murphy and Nagel (2002) on “everyday libertarianism,” even though their argument is presented in three pages near the end of Chapter 9 (pp.335–338). I can understand that their arguments should be presented, since they are very important. However, the introductory chapter should really ease newcomers into the discipline, not simply attack the dominant views. </p><p>The introduction began and ended with a key point that I would expect to find; why have a book on political philosophy and taxation? Some good points were made here, but more could have been added. The book is quite advanced, but it should be useful for graduate students and academics whose work relates to taxation. Tax practitioners may also benefit from considering political philosophy, though they might need to read an introductory text first. However, political philosophers too could be interested in reviewing what different schools of thought have to say about taxation. Those looking to write about tax will also benefit from having the dispersed writings of thinkers compiled together in one volume. </p><p>Overall, as a political philosopher with a focus on taxation, there was little difficulty in selling the importance of a book with the title Political Philosophy and Taxation on me. The chapters were capably written by experts, and I learned a lot from it. Indeed, I found myself wishing that this very useful resource was available when I began my PhD on the topic nearly 15 years ago. </p><h4 style="text-align: left;">References:</h4><p class="EndNoteBibliography" style="margin-bottom: 0cm; margin-left: 36.0pt; margin-right: 0cm; margin-top: 0cm; margin: 0cm 0cm 0cm 36pt; text-indent: -36pt;"><span lang="EN-US">Campbell, T.
(2002). <i>Justice</i>. Palgrave.<o:p></o:p></span></p><p class="EndNoteBibliography" style="margin-bottom: 0cm; margin-left: 36.0pt; margin-right: 0cm; margin-top: 0cm; margin: 0cm 0cm 0cm 36pt; text-indent: -36pt;"><span lang="EN-US">Dworkin, R.
(2006). <i>Is Democracy Possible Here?</i>
Princeton University Press. <o:p></o:p></span></p><p class="EndNoteBibliography" style="margin-bottom: 0cm; margin-left: 36.0pt; margin-right: 0cm; margin-top: 0cm; margin: 0cm 0cm 0cm 36pt; text-indent: -36pt;"><span lang="EN-US">Miller, D. (1999).
<i>Principles of social justice</i>. Harvard
University Press. <o:p></o:p></span></p><p class="EndNoteBibliography" style="margin-bottom: 0cm; margin-left: 36.0pt; margin-right: 0cm; margin-top: 0cm; margin: 0cm 0cm 0cm 36pt; text-indent: -36pt;"><span lang="EN-US">Murphy, L., &
Nagel, T. (2002). <i>The Myth of Ownership:
Taxes and Justice</i>. OUP. <o:p></o:p></span></p><p class="EndNoteBibliography" style="margin-bottom: 0cm; margin-left: 36.0pt; margin-right: 0cm; margin-top: 0cm; margin: 0cm 0cm 0cm 36pt; text-indent: -36pt;"><span lang="EN-US">Pedersen, J.
(2020). <i>Distributive justice and taxation</i>.
Routledge. <o:p></o:p></span></p><p class="EndNoteBibliography" style="margin-bottom: 0cm; margin-left: 36.0pt; margin-right: 0cm; margin-top: 0cm; margin: 0cm 0cm 0cm 36pt; text-indent: -36pt;"><span lang="EN-US"><span style="font-family: times;">Sheffrin, S. M.
(2013). <i>Tax fairness and folk justice</i>.
Cambridge University Press.</span></span></p><p class="EndNoteBibliography" style="margin-bottom: 0cm; margin-left: 36.0pt; margin-right: 0cm; margin-top: 0cm; margin: 0cm 0cm 0cm 36pt; text-indent: -36pt;"><span style="font-family: times;">Wolff, J. (2015). <i>An introduction to political philosophy</i>.
OUP. </span></p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-13929029866665337832022-12-16T20:59:00.003+00:002023-01-26T16:10:31.024+00:00Political Economy of Taxation preparation<p><span style="font-family: arial; font-size: medium;"> I'll be teaching my online course <a href="https://www.conted.ox.ac.uk/courses/political-economy-of-taxation">Political Economy of Taxation with Oxford University Department for Continuing Education</a> again in early 2023 (and hopefully in future years too) and I thought I would share some preparatory materials to get attendees in the mood! </span></p><h2 style="text-align: left;"><span style="font-family: arial;">Video</span></h2><p><span style="font-family: arial; font-size: medium;">Probably the best thing to watch first is this video I made to advertise the course:</span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: arial;"><iframe allowfullscreen="" class="BLOG_video_class" height="380" src="https://www.youtube.com/embed/cw6wuOXCxTo" width="457" youtube-src-id="cw6wuOXCxTo"></iframe></span></div><span style="font-family: arial; font-size: medium;">Apologies for the audio issues in transferring to You Tube. <br /></span><p></p><h1 style="font-weight: normal; line-height: 1.5; margin: 6px 0px; text-align: left; text-rendering: optimizelegibility;"><span style="background-color: #fce5cd; font-family: arial;"><h1 style="text-align: left;"><span style="font-size: large;">Background reading</span></h1><p class="MsoNormal" style="font-size: 18px;"><o:p></o:p></p>
<p class="MsoNormal" style="font-size: 18px;">You might like to get started with some reading.<o:p></o:p></p>
<p class="MsoNormal" style="font-size: 18px;">If so, you could see if you can find a preview of one or
more of the following introductory texts, for instance on a Google Books
preview or Amazon 'look inside.' <o:p></o:p></p>
<ul style="font-size: 18px; margin-top: 0cm;" type="disc">
<li class="MsoNormal"><i>Taxation:
A Very Short Introduction</i> \ Smith, S.<o:p></o:p></li>
<li class="MsoNormal"><i>What
Everyone Needs to Know about Tax: An Introduction to the UK Tax System</i> \
Hannam, J. [UK focused]<o:p></o:p></li>
<li class="MsoNormal"><i>Taxing
Ourselves </i>\ Slemrod, J. and Bakija, J. M. [US focused]<o:p></o:p></li>
<li class="MsoNormal"><i>Rebellion,
rascals, and revenue: Tax follies and wisdom through the ages</i> \
Keen, M. & Slemrod, J. <o:p></o:p></li>
</ul>
<h2 style="font-size: 18px; text-align: left;">Online lectures/videos/podcasts</h2><p class="MsoNormal" style="font-size: 18px;"><o:p></o:p></p>
<p class="MsoNormal" style="font-size: 18px;">Here are some lectures and videos that will appear on the
first handout for the course:<o:p></o:p></p><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/awAE-lQ85lY" width="320" youtube-src-id="awAE-lQ85lY"></iframe></div><p class="MsoNormal" style="font-size: 18px;">Helen Miller “ Where
does the government get money from?” <i>IFS</i> (2017)</p><p class="MsoNormal" style="font-size: 18px;"><o:p></o:p></p>
<div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/LJWIM45njMY" width="320" youtube-src-id="LJWIM45njMY"></iframe></div><p class="MsoNormal" style="font-size: 18px;">James Hannam “Improving
the public conversation about tax"<i>Tax Research Network</i> (2020)</p><p class="MsoNormal" style="font-size: 18px;"><o:p></o:p></p>
<p class="MsoNormal" style="font-size: 18px;"><br /></p><p class="MsoNormal" style="font-size: 18px;"></p><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/JcZz2tEMi4g" width="320" youtube-src-id="JcZz2tEMi4g"></iframe></div><br />Michael Keen and Joel Slemrod “Book
Talk: Rebellion, Rascals, and Revenue: Tax Follies and Wisdom through the Ages” <i>Princeton
Economics</i> (2021)<o:p></o:p><p></p>
<p class="MsoNormal" style="font-size: 18px;">Here is a podcast you could download to your device:<o:p></o:p></p>
<p class="MsoNormal" style="font-size: 18px;">“When and how to raise taxes” <i>IFS Zooms In</i> (2021)
[also on <a href="https://www.blogger.com/blog/post/edit/1650666962192214202/1392902986666533783">YouTube]</a><o:p></o:p></p>
<p class="MsoNormal" style="font-size: 18px;">Happy watching/reading and I hope you will join me on the
course! </p></span></h1>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com1tag:blogger.com,1999:blog-1650666962192214202.post-20781845899094570762022-10-16T22:48:00.004+01:002022-10-22T11:12:32.573+01:00How do Political Philosophers approach the topic of Taxation?<p>When reading a new book Political Philosophy and Taxation, I became curious about how my fellow political philosophers would approach the topic. </p><p>To test my assumptions about this I set up a poll - thanks to those who responded! </p><p>I will set out the results below. </p><h2 style="text-align: left;">Method </h2><p>I created an anonymous poll with two questions: </p><p></p><ol style="text-align: left;"><li>What is your own preferred approach to the issue of taxation? [Multiple choice with an optional write-in option]</li><li>What do you think would be the dominant approach to taxation among political philosophers generally? [checkbox of the same options as the above, with a write-in option]</li></ol><div>
<p>I thought asking these two questions was a good idea as each of these questions on their own might not have been informative and comparing the two might prove useful (it did). </p><p>On reflection, perhaps I should have asked a third question to check what sort of level the respondent was working at, since the survey was open to anyone. </p><p>I spread awareness of the poll in two ways:</p><p></p><ul style="text-align: left;"><li>via <a href="https://twitter.com/dougbamford/status/1579841230112190464" target="_blank">a tweet</a>. I didn't have that many followers (around 450), but I requested (begged) retweets from fellow political philosophers and some specialist publishers, academic centres and professional associations. I focused on accounts with a reasonable amount of followers (but not too many) who were likely to also be political philosophers. <br />The tweet was retweeted by 20 account and received 6,000 'impressions.' Apparently over 100 clicked on the link via twitter which is a lot fewer than took the survey. </li><li>via the PHILOS-L email list. This is an email list for philosophers with 13,000 members. Many of these will be moral and political philosophers. <br />The number of people taking the survey had a big rise after I posted on PHILOS-L and an even bigger rise (the most substantial) in the 24 hours after it was included in the digest. </li></ul>So while I did not limit or check submissions, I am reasonably confident that the responses were a fair representation of the profession. </div><div><h2 style="text-align: left;">Results</h2><p></p><p>I received 79 responses in 5 days, though one was blank so it says 78 below. </p><h4 style="text-align: left;">Response to Q1</h4><p><span id="docs-internal-guid-6c8787c5-7fff-8cc2-5875-f1c51cef8cbb"></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjhCEycphOKcwxvOmdyjITjNvzOSNFDTAodTuPpaV8cvtTUHqBZ1U7l9dcgskeAqJOswBzDpSKP6uDERwAjQ2vr00kJHJCfx2pvkzMFMRRmVKfH6wpmjnW26Expn3uFx2ILHxtvoCjqZzMewTyy-jUzY0opZK_fS3aZ3qpVqrihAZcLIsUE3RVabGIv/s1930/Screenshot%202022-10-16%20224131.png" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="1140" data-original-width="1930" height="378" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjhCEycphOKcwxvOmdyjITjNvzOSNFDTAodTuPpaV8cvtTUHqBZ1U7l9dcgskeAqJOswBzDpSKP6uDERwAjQ2vr00kJHJCfx2pvkzMFMRRmVKfH6wpmjnW26Expn3uFx2ILHxtvoCjqZzMewTyy-jUzY0opZK_fS3aZ3qpVqrihAZcLIsUE3RVabGIv/w640-h378/Screenshot%202022-10-16%20224131.png" width="640" /></a></div><p></p><p>A third of the responses were for "Liberal Egalitarian/Contractualist (e.g. Rawls, Dworkin, Barry, Scanlon)"</p><p>Just behind was 30% who went for "Socialist/Marxist/Social democratic (e.g. Marx, Bernstein)"</p><p>15% went for Welfare-maximizing options, though they split with only 1/3 of those being on the economic right. </p><p>10% gave economically right-leaning responses (classical liberal or libertarian) with a further 2% going for Conservative. </p><p>5% went for the broad participatory communitarian or democratic common good option that I offered.</p><p>5% went for other radical options, including a write-in answer of 'anarchist' (which I assume must be left-wing anarchist given the anarcho-capitalist option offered)</p><h4 style="text-align: left;">Response to Q2</h4><p>The response to the second question proved to be a useful check on the first, and also telling about what political philosophers think of their fellows. </p><p><span id="docs-internal-guid-f1b0bc00-7fff-8c6a-a933-c60cb5d1bd77" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img alt="Forms response chart. Question title: What do you think would be the dominant approach to taxation among political philosophers generally? (you can't select more than one if you think there are a few that are equally dominant). Number of responses: 78 responses." height="360" src="data:image/png;base64,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" width="640" /></span></p><p>69% of the responses were for "Liberal Egalitarian/Contractualist (e.g. Rawls, Dworkin, Barry, Scanlon)." This is the approach that I take, and I assumed it would be the most common one. It is clearly considered the 'mainstream' approach by members of the profession. </p><p>I didn't find any obvious patterns in comparing the way that individuals responded to q1 & q2 directly. </p><h2 style="text-align: left;">Overall conclusions</h2><p>As mentioned I undertook this for my own curiosity, but several people contacted me to express interest in the results and I can see why! </p><p>The question is essentially 'how do political philosophers approach the topic of distributive justice.' </p><p>It is very interesting for us to check the theoretical/political leanings of the profession and find out what others in the profession <i>think </i>about the leanings of the profession as well. </p><p>The responses were <i>roughly </i>what I expected, with socialist/social democratic being more popular than I expected. There are of course many overlaps between the options. For instance, liberal egalitarianism can overlap somewhat with social democracy (particularly with regard to Rawls and Piketty). </p><p>The responses prove my thesis that free market desert theories (0%) and libertarianism (1%) are very much outside the mainstream (I would say correctly so!). </p><p>I would be happy to get your thoughts on these results in the comments below! </p></div>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com3tag:blogger.com,1999:blog-1650666962192214202.post-43980640839442424522022-07-04T21:37:00.007+01:002022-12-01T17:40:06.765+00:00My Adult education courses for 2022-3 <p>My courses for the next academic year are now available to book. </p><p>Click here for the latest version of the list of courses I am teaching. </p><p>However, I thought I would list them here. I will list them by format. </p><h2 style="text-align: left;">Online Courses </h2><p><a href="https://www.conted.ox.ac.uk/courses/political-philosophy-an-introduction-online" target="_blank">Political Philosophy: An Introduction (flexible online)</a><br />Flexible course with 24/7 discussion forums. Runs every term. <br />I am almost always the tutor on this course. </p><p><a href="https://www.conted.ox.ac.uk/courses/public-policy-economics-online?code=O22P412SOV" target="_blank">Public Policy Economics (Online)</a><br />Flexible course with 24/7 discussion forums. Runs every term. <br />Mostly taught by other tutors, but sometimes I am the tutor.</p><p><a href="https://www.conted.ox.ac.uk/courses/justice-for-future-generations-environment-population-and-climate?code=O22P706PHW">Justice for Future Generations: Environment, Population and Climate</a><br />Thursdays 4-5pm.<br />22 Sep - 1 Dec 2022</p><p><a href="https://www.conted.ox.ac.uk/courses/political-economy-of-taxation?code=O22P732SOW" target="_blank">Political Economy of Taxation</a><br />Mondays 3:30-4:30pm.<br />16 Jan - Mon 27 Mar 2023</p><p><a href="https://www.conted.ox.ac.uk/courses/international-ethics-and-global-justice?code=O22P710PHW" target="_blank">International Ethics and Global Justice</a><br />Mondays 4-5pm<br />17 Apr 2023 - Mon 10 Jul 2023</p><p>In recent years I have also taught online courses over the Summer as well - look out for these in the new year.</p><h2 style="text-align: left;">Weekly Classes (10 weeks) in Oxford</h2><p><a href="https://www.conted.ox.ac.uk/courses/the-ethics-of-capitalism?code=O22P468SOW" target="_blank">The Ethics of Capitalism</a><br />Wednesdays 7:30-9:30pm<br />28 Sep - 30 Nov 2022</p><p><a href="https://www.conted.ox.ac.uk/courses/the-ethics-of-life-and-death-from-assisted-dying-to-just-wars?code=O22P411PHW" target="_blank">The Ethics of Life and Death: From Assisted Dying to Just Wars</a><br />Wednesdays 4:30-6:30pm. <br />25 Jan - 29 Mar 2023</p><p><a href="https://www.conted.ox.ac.uk/courses/does-justice-apply-beyond-the-border-trade-aid-and-migration?code=O22P418PHW" target="_blank">Does Justice Apply Beyond the Border? Trade, Aid and Migration</a><br />Thursdays 7:00-9:00pm<br />27 Apr - 29 Jun 2023</p><h2 style="text-align: left;">Day Schools </h2><p><a href="https://www.conted.ox.ac.uk/courses/the-limits-of-free-speech-offence-hate-speech-and-no-platforming?code=O22P176PHJ" target="_blank">The Limits of Free Speech: Offence, Hate Speech and No Platforming</a><br />Saturday 25 Feb 2023</p><p>In Oxford and online (hybrid event)</p><h2 style="text-align: left;">Summer Schools (Oxford)</h2><p><a href="https://conted.ox.ac.uk/courses/the-ethics-of-capitalism?code=O22I204SSR" target="_blank">Ethics of Capitalism</a> - Sat 15 July - Sat 22 July 2023 </p><p><a href="https://conted.ox.ac.uk/courses/should-the-world-have-open-borders-ethics-of-immigration?code=O22I411SSR" target="_blank">Should borders be open? The Ethics of Immigration</a> - Sat 29 July - Sat 05 August 2023</p><p>I hope you will be able to join me on one or more of the above, and that you will tell anyone you know who might be interested! </p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-24693579335779383592022-05-14T13:54:00.001+01:002022-05-14T13:54:26.460+01:00Book Review: Elizabeth Cripps - What climate justice means and why we should care<p> </p><div class="separator" style="clear: both; text-align: center;"><br /><table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: right; margin-left: 1em; text-align: right;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEizNu-W2YImFjcU9R5s3k-BcQ4ahkJBANvdI7uU06cyRv3scANSIsvqX248tJHvdecVIGUD4q13vlf4OdJX4RcrRk5PSJuCenCVkAHiBajF-nyQxkMdxOnxhusKM32cO3Bpwjn5tcJM6YsM9QsSk8njIDfKKa35f9qQbYNAUmW1T0aSBSAI0rfPygal/s964/Climate%20book%20cover.jpg" imageanchor="1" style="clear: right; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img alt="Book cover - Cripps what climate justice means and why we should care" border="0" data-original-height="964" data-original-width="864" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEizNu-W2YImFjcU9R5s3k-BcQ4ahkJBANvdI7uU06cyRv3scANSIsvqX248tJHvdecVIGUD4q13vlf4OdJX4RcrRk5PSJuCenCVkAHiBajF-nyQxkMdxOnxhusKM32cO3Bpwjn5tcJM6YsM9QsSk8njIDfKKa35f9qQbYNAUmW1T0aSBSAI0rfPygal/w287-h320/Climate%20book%20cover.jpg" width="287" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"></td></tr></tbody></table></div>This week I got hold of a few books I've had my eye on for a while. <div><br /></div><div>Although I've got an infeasibly huge pile of research and teaching reading to do I thought I would take a little look at one of them - <i>What Climate Justice Means And Why We Should Care</i> by Elizabeth Cripps. </div><div><br /></div><div>I ended up reading the whole thing over two consecutive afternoons. </div><div><br /></div><div>This really demonstrates one of the great things about this book - the writing. Cripps is a former journalist and it is written in an extremely clear and engaging way. She introduces real-life cases and examples wherever possible to illustrate the impacts of climate change. </div><div><br /></div><div>The book is extremely accessible for a book on morality and justice.</div><div><br /></div><div><b>The Moral imperative</b></div><div>This accessibility is important because it is the impact that climate change will have - <i>is currently having</i> - on vulnerable individuals and groups around the world that makes it such a pressing moral issue. The climate tragedies will occur on a small - human - scale. People's lives will be ruined by droughts, floods, storms and so on that would not have occurred were it not for climate change. These tragedies are completely out of sight when we drive our cars or heat our homes or buy our products. </div><div><br /></div><div>Indeed, the issue of scale is one of the big problems with climate justice. Climate change is caused by cumulative emissions consisting of (usually) small amounts of emissions from billions of people - it is a macro problem. However, the impacts will be felt by vulnerable individuals in the future. Cripps reminds us to think about those individual stories.</div><div><br /></div><div>Our own attempts to do something about it can seem tiny and insignificant, but we all have a moral duty to make those attempts. Cripps sets out the arguments here with admirable clarity. She also does the great service of listing and responding to some of the common counter-arguments. These really do not give us any moral excuses. </div><div><br /></div><div><div><b>Our own duties</b></div></div><div>What are our duties as individuals when it comes to climate change? Cripps' previous book was on the topic and so she covers this very well in the final chapter. </div><div><br /></div><div>Part of it is considering our own lifestyles and whether we can take reasonable steps to reduce our greenhouse contributions (think cows, planes, cars and draughty houses). </div><div><br /></div><div>However, since the issue is really a global one that no individual can resolve we also have the duty to act politically as well. This means supporting parties that take climate change seriously and will act on it. However, it is a flexible duty - it depends on our own position in society and our own skills. We can't all be Greta Thunberg but we can all make our small difference. This could be by changing our pension investments, challenge climate falsehoods when we hear them expressed, installing solar panels and heat pumps when we get an opportunity. </div><div><br /></div><div><div>Cripps sets out six highlights from the book at the end, and seeks to inspire us all to take the steps needed. </div></div><div><br /></div><div><b>Too emotional?</b></div><div>The book was very accurate when it comes to the issues and arguments. I had a slight concern that it tipped into the bombastic with a couple of comments that climate inaction or denialists 'might just kill us all.' </div><div><br /></div><div>Critics (wrongly) accuse climate activists of being irrational and overly-emotional. (The likes of Greta Thunberg can't win can they - too nerdy/robotic/scientific when presenting the science/facts and too emotional when demanding necessary actions). So there is a concern that this kind of language plays into the hand of the critic. </div><div><br /></div><div>On the other hand, Cripps does use the word 'might'! </div><div><br /></div><div>While it seems unlikely that climate change will <i>end </i>humanity, there might be some extreme scenarios where it triggers something like a nuclear war or mass extinction or something that ends civilization. Perhaps a few humans might survive even that but it would in fact pretty much be the death of all of us. </div><div><br /></div><div>I don't think that this will happen and Cripps' argument generally rests on the point that vulnerable people will die because wealthy people refused to take reasonable steps to limit their emissions (and in some unforgivable cases even spread misinformation designed to block such action). </div><div><br /></div><div><b>Summary</b></div><div><div>I didn't read every word of the book - I've taught this topic several times myself and so I'm familiar with a lot of the arguments. I felt I could skim over the summaries of those arguments. I didn't take the book to be aiming to give novel arguments for philosophers. Rather, it is aiming to explain to those unfamiliar with those arguments why we have a moral duty to act. Why a failure to act is <i>un</i>just and therefore wrong. This is the latest test for humanity and we aren't quite covering ourselves in glory. </div></div><div><br /></div><div>In general, I like to think that this book would be suitable for someone who does not pay too much attention to the issue of climate change and thinks that there is no need for them to consider it. They are the people who need to get the message and Cripps has put her considerable research and writing skills to their best possible purpose by presenting that message in clear form. </div><div><p></p></div>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-8980865119281983882022-03-25T13:04:00.001+00:002022-03-25T13:04:17.225+00:00Blogpost on Home-working surveillance by employers<p>Just noting here that I wrote something for the <a href="https://blogs.vmware.com/emea/en/2022/03/home-working-surveillance-utopian-or-dystopian/">VMware EMEA Blog</a>, "<a href="https://blogs.vmware.com/emea/en/2022/03/home-working-surveillance-utopian-or-dystopian/">Home-working surveillance: Utopian or dystopian?</a>."</p><p>I present the possibilities and potential pitfalls of the move to home-working, as part of a project that VMWare have organized on the topic. </p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-58695289771540279002022-01-28T00:52:00.005+00:002022-01-29T12:18:54.331+00:00John Rawls free online materials<p>I have organized a <a href="https://www.conted.ox.ac.uk/courses/john-rawls-at-100-theorist-of-justice-and-liberalism?code=O21P135PHJ" target="_blank">Day School event on the 12 February 2022</a> to (belatedly) mark the centenary of the birth of John Rawls (1921-2002). </p><p>Rawls was a liberal egalitarian political philosopher whose writings spanned the 1950s to the early 2000s. Rawls' works aren't available for free as far as I'm aware (at least not legally). These are:</p><li>A Theory of Justice. (1971. The 1999 revised edition incorporates revisions made in the mid-70s).</li><li>Political Liberalism. (1993)</li><li>The Law of Peoples: with "The Idea of Public Reason Revisited." (1999) </li><li>Justice as Fairness: A Restatement. (2002) (An updated restatement of his earlier work on justice)</li><p>I thought it would be useful to provide some links to good quality audio/audio-visual materials explaining and discussion Rawls' work. </p><p></p><h2>Online videos:<o:p></o:p></h2>
<p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;"><i></i></p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;"><i>Then and Now </i>"<a href="https://www.youtube.com/watch?v=n6k08C699zI" target="_blank">Introduction to Rawls: A Theory of Justice</a>" (2020)</p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">Michael Sandel’s <i>Justice</i> Course <a href="http://justiceharvard.org/lecture-14-a-deal-is-a-deal/">Lecture 14: A Deal Is A Deal </a>(2009) (<a href="https://youtu.be/KqzW0eHzDSQ?t=1385">You Tube direct link</a>). <a href="http://justiceharvard.org/lecture-15-whats-a-fair-start/">Lecture 15: What’s A Fair Start? – Harvard Justice</a> (2009) (<a href="https://youtu.be/VcL66zx_6No?t=18">You Tube link</a>)</p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">"<a href="https://www.youtube.com/watch?v=Q3lKmm4mYlA" target="_blank">Glenn Loury & Josh Cohen - John Rawls at 100</a>" <i>The Glenn Show</i> (2021)</p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;"><span class="fontstyle0">"<a href="https://youtu.be/G8K6RXs3UG8?t=269" target="_blank">John Rawls, Global Justice and Health Equity</a>" <i>Thomas Pogge </i></span><span class="fontstyle0">(2021, particularly<br />minutes 4:30-16:30)</span></p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">Moral Foundations of Politics Course "<a href="https://www.youtube.com/watch?v=6uV3p9bMD4I" target="_blank">Lecture 16. The Rawlsian Social Contract</a>" <i>Yale University </i>(2011) </p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">Bryan Magee
Interview with Ronald Dworkin “<a href="https://www.youtube.com/watch?v=T6QvkLCCNN0">Rawls vs Nozick</a>” (1978) <o:p></o:p></p>
<h2>Podcasts:<o:p></o:p></h2>
<p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;"><i>Philosophy
Bites</i> episode: <a href="https://philosophybites.libsyn.com/jonathan_wolff_on_john_rawls_a_theory_of_justice">Jo
Wolff on Rawls</a> (Also copied into a <a href="https://philosophybites.libsyn.com/jonathan_wolff_on_john_rawls_a_theory_of_justice">You
Tube video</a>)</p>
<p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;"><i>Talking
Politics: History of ideas</i> “<a href="https://play.acast.com/s/history-of-ideas/rawlsonjustice">Rawls on
Justice</a>” (2020)<o:p></o:p></p>
<p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">(Most political
philosophy podcasts will have an episode on Rawls’ theory of justice)<o:p></o:p></p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">Charles Larmore Lecture "<a href="https://www.law.virginia.edu/news/videos-podcasts/permanent-achievement-%E2%80%98-theory-justice%E2%80%99" target="_blank">The Permanent Achievement of ‘A Theory of Justice’</a>" <i>University of Virginia Law School Podcast </i>(2021)</p><p class="MsoNormal" style="line-height: 18.4px; margin-bottom: 6pt;">Some of the videos above will be available via your podcast app, and some of the podcasts below may have been turned into (static image) You Tube videos as well, so the line between the two is somewhat blurred. </p><h3 style="text-align: left;"><b>Have I missed any good ones?</b></h3><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">If you have any further suggestions do add these below!</p><p></p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-50284987120448181192022-01-05T15:14:00.008+00:002022-01-23T01:05:21.093+00:00Equality of Opportunity and Discrimination Materials<p>This coming term I will be teaching a new course for the general public on some overlapping issues relating to justice that I thought would work well together. </p><p>The online course <a href="https://www.conted.ox.ac.uk/courses/equality-of-opportunity-and-the-ethics-of-discrimination?code=O21P608PHW" target="_blank">Equality of Opportunity and the Ethics of Discrimination</a> covers some lingering issues of controversy about how society should respond to unequal opportunity. There is even disagreement about what 'equality of opportunity' actually means, and whether it is really an important goal. </p><p>You can read more about the course on the <a href="https://www.conted.ox.ac.uk/courses/equality-of-opportunity-and-the-ethics-of-discrimination?code=O21P608PHW" target="_blank">webpage</a>. </p><p></p><p class="MsoNormal" style="mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">However, I thought I would share some useful background materials for those who might want to explore further, either in advance of taking the course or if you miss the course and want to investigate the topic. </p><p class="MsoNormal" style="mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><b>Online lectures</b></p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">A good place to start with political philosophy is Michael
Sandel’s <i>Justice</i> Course. Several lectures are directly relevant to this course topic, such as:</p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;"><a href="http://justiceharvard.org/lecture-14-a-deal-is-a-deal/">Lecture 14: A
Deal Is A Deal </a> (<a href="https://youtu.be/KqzW0eHzDSQ?t=1385">You
Tube direct link</a>) and <a href="http://justiceharvard.org/lecture-15-whats-a-fair-start/">Lecture 15:
What’s A Fair Start? – Harvard Justice</a> (<a href="https://youtu.be/VcL66zx_6No?t=18">You Tube link</a>).</p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">Tommie Shelby "<a href="https://www.youtube.com/watch?v=RtVNpludH8E&list=RDCMUCp2jH0VIAGnthLxiPZT_2pA&start_radio=1&t=2s" target="_blank">Justice and Race</a>" <i>Blavatnik School of Government </i>(2020)</p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">Charles W. Mills "<a href="https://www.youtube.com/watch?v=78wzAfQu9Mw" target="_blank">Theorizing Racial Justice</a>" <i>Tanner Lecture on Human Values </i>(2020), or a video of his talk "<a href="https://www.youtube.com/watch?v=dAaDz2Ac1aQ" target="_blank">Racial Equality</a>" <i>UCT </i>(2014)</p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">More advanced are Tim Scanlon's <i>Uehiro Lectures, Oxford</i> (2013). The third is “<a href="https://www.youtube.com/watch?v=fl41Wr-2SOU">When Does Equality Matter?
(lecture 3 – equality of opportunity)</a>” but lectures <a href="http://media.podcasts.ox.ac.uk/philfac/uehiro/2013-12-06-philfac-uehiro-scanlon-1.mp4">one</a>
and <a href="http://media.podcasts.ox.ac.uk/philfac/uehiro/2013-12-06-philfac-uehiro-scanlon-2-a.mp4">two</a> are useful and relevant as well.</p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">Janet Radcliffe Richards' <i>Uehiro Lectures, Oxford</i> (2012) are also relevant. Again, <a href="http://media.podcasts.ox.ac.uk/philfac/uehiro/2012-11-28-philfac-uehiro-richards-03.mp4" target="_blank">the third</a> is particularly relevant, but references arguments introduced in the <a href="https://www.practicalethics.ox.ac.uk/uehiro-lectures-2012#tab-481906" target="_blank">previous two</a>. </p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">“<a href="https://www.youtube.com/watch?v=fl41Wr-2SOU">When Does Equality Matter? (lecture 3 – equality of opportunity)</a>” but lectures <a href="http://media.podcasts.ox.ac.uk/philfac/uehiro/2013-12-06-philfac-uehiro-scanlon-1.mp4">one</a> and <a href="http://media.podcasts.ox.ac.uk/philfac/uehiro/2013-12-06-philfac-uehiro-scanlon-2-a.mp4">two</a> are useful and relevant as well.</p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">Scanlon builds on the work of his teacher John Rawls, and there are lots of lectures and podcasts about the work of Rawls, such as this Bryan Magee
Interview with Ronald Dworkin “<a href="https://www.youtube.com/watch?v=T6QvkLCCNN0">Rawls vs Nozick</a>” (1978).</p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">For podcasts, there is the <br /></p><ul style="text-align: left;"><li><i>Philosophy
Bites </i>episode "<a href="https://philosophybites.libsyn.com/jonathan_wolff_on_john_rawls_a_theory_of_justice">Jo
Wolff on Rawls</a>" (Also copied into a <a href="https://philosophybites.libsyn.com/jonathan_wolff_on_john_rawls_a_theory_of_justice">You
Tube video</a>) </li><li><i>Talking
Politics: History of ideas</i> episode “<a href="https://play.acast.com/s/history-of-ideas/rawlsonjustice">Rawls on
Justice</a>” (2020). </li></ul><p></p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;"><o:p></o:p></p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;"><o:p></o:p></p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;"><o:p></o:p></p><p class="MsoNormal" style="mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><b>Podcasts</b></p><p></p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">The <a href="https://www.bbc.co.uk/programmes/b080twcz/episodes/player" target="_blank">BBC Reith Lecture series by Kwame Anthony Appiah</a> (2016) is worth a listen. </p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">“<a href="https://bfi.uchicago.edu/podcast/the-pie/">Discrimination is Expensive</a>”
<i>The Pie</i> (2021)</p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">Policy Matters “<a href="https://soundcloud.com/uniofbath/policy-matters-discrimination-in-the-labour-market-and-what-policymakers-can-do-about-it">Discrimination
in the labour market and what policymakers can do about it</a>” <i>University
of Bath</i> (2021) <o:p></o:p></p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">Interview with Tarun Khaitan "<a href="https://philosophy247.org/podcasts/indirect-discrimination/" target="_blank">Indirect Discrimination</a>" <i>Philosophy 247 </i></p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">"<a href="https://soundcloud.com/millsandreeve-employment/may-2017-podcast" target="_blank">Episode 9 - Understanding indirect discrimination</a>" <i>Mills & Reeve - Employment law Podcast </i>(2017)</p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;">
</p><p class="MsoNormal">The Libertarian
Podcast “<a href="https://www.hoover.org/research/libertarian-anti-discrimination-laws-vs-freedom-association">Anti-Discrimination
Laws Vs. Freedom of Association</a>” <i>Hoover Institution</i> (2021)</p><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;"><o:p></o:p></p><p>
</p><p class="MsoNormal" style="mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><b>Course
books</b><o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">The course does not have a single textbook, and those on the course will be provided with selected readings from several sources. <o:p></o:p></p>
<p class="MsoNormal" style="mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;">However, if
you wanted to purchase a book for use alongside the course then you could go
for one of the following, depending which of the three related topics you are
particularly interested in:<o:p></o:p></p>
<ul style="margin-top: 0cm;" type="disc">
<li class="MsoListParagraph" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span style="mso-fareast-font-family: "Times New Roman";">Equality of opportunity,
in which case you could buy Andrew Mason’s book “Levelling the playing
field”<o:p></o:p></span></li>
<li class="MsoListParagraph" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span style="mso-fareast-font-family: "Times New Roman";">Discrimination, in which
case you could buy Deborah Hellman’s “When is discrimination wrong?”<o:p></o:p></span></li>
<li class="MsoListParagraph" style="mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;"><span style="mso-fareast-font-family: "Times New Roman";">Affirmative action, in
which case you could get either Cahn’s “The Affirmative Action Debate” <i>or</i>
Cohen and Sterba’s </span>“Affirmative Action and Racial Preferences: A Debate
(Point/Counterpoint)” or Elizabeth Anderson's "The Imperative of Integration" (2011)</li></ul><p class="MsoListParagraph"><o:p></o:p></p><div><b>Meritocracy</b></div><div>The course does not focus on the issue of meritocracy, but it is certainly a relevant approach, and one that has been much discussed in recent times. </div><div><br /></div><div>Sandel, mentioned above, has recently published a book <i>The Tyranny of Merit</i> and. </div><div>A few other recent books are available free to download:<br /><ul style="text-align: left;"><li>Littler, J. <i>Against Meritocracy</i> (2017) <a href="https://openaccess.city.ac.uk/id/eprint/22579/" target="_blank">is available to download for free</a>. </li><li>Mulligan,
T. <i>Justice and the meritocratic state</i> (Taylor & Francis, 2018).
Book <a href="https://library.oapen.org/bitstream/handle/20.500.12657/47576/9781351980777.pdf?sequence=1">available
to download as it is Open Access</a>. </li></ul></div><div><p class="MsoNormal" style="line-height: 115%; margin-bottom: 6pt;"><o:p></o:p></p></div><div>Happy reading, watching and listening and I hope to see you on the course!</div><p></p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-9620014684935001172021-08-20T12:18:00.013+01:002021-08-20T18:05:49.141+01:00Tax technology opportunities <p class="graf graf--p" name="24df">Are new tax technologies something to fear or an opportunity to do things differently?</p><p class="graf graf--p graf--empty" name="8922">One of the contentions in my book <em class="markup--em markup--p-em">Rethinking Taxation </em>(2014), repeated in several <a class="markup--anchor markup--p-anchor" data-href="https://www.blogger.com/blog/post/edit/1650666962192214202/962001468493500117?hl=en-GB#" href="https://www.blogger.com/blog/post/edit/1650666962192214202/962001468493500117?hl=en-GB#" rel="noopener" target="_blank">blog posts</a> around the time, was that IT advances could change taxation in the same way that it changed other aspects of our lives.</p><p class="graf graf--p" name="b849">We are now starting to see these developments happening. Real time taxation has been introduced in the UK and an article in today’s Financial Times explains how HMRC is increasingly making use of <a class="markup--anchor markup--p-anchor" data-href="https://www.blogger.com/blog/post/edit/1650666962192214202/962001468493500117?hl=en-GB#" href="https://www.blogger.com/blog/post/edit/1650666962192214202/962001468493500117?hl=en-GB#" rel="noopener" target="_blank">big data</a>.</p><p class="graf graf--p" name="26af">This can make tax easier for taxpayers and make it easier for HMRC to crack down on fraud. </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiSIBqmKhHZ5644pJQmweXLZWXTZC-fz8rC5Tsoq_xpwf4542kQDjwVX90Le8a3jlpgcUmkrMqK3GshmSxlh4pXylyNJCYpWnMwRgpwxuBKv-D3zCe-EYB8kyxGnGv8k9SKvyLcXV51Pf0/s847/Big+data.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="480" data-original-width="847" height="181" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiSIBqmKhHZ5644pJQmweXLZWXTZC-fz8rC5Tsoq_xpwf4542kQDjwVX90Le8a3jlpgcUmkrMqK3GshmSxlh4pXylyNJCYpWnMwRgpwxuBKv-D3zCe-EYB8kyxGnGv8k9SKvyLcXV51Pf0/s320/Big+data.jpg" width="320" /></a></div><br /><p class="graf graf--p" name="26af"><br /></p><h3 class="graf graf--h3" name="16f2"><strong class="markup--strong markup--h3-strong">New taxation, new economy</strong></h3><p class="graf graf--p" name="28ef">My argument has always been that this opens up the possibility of making the whole economic system much fairer. </p><p class="graf graf--p" name="4647">We can calculate everyone’s tax-rate in a more personalized manner without the bureaucratic challenges this would have made this impossible in the past. </p><p class="graf graf--p" name="8bc7">Technology will make it possible to apply a much more thorough tax base, taking much better account of the gains that each person gets from society. </p><p class="graf graf--p" name="e072">Put together, these reforms would tax the economically fortunate much more and provide direct support to the less fortunate, skewing the benefits economy back towards working people. </p><p class="graf graf--p" name="514d">This can be achieved without the discouragement to work that some people accuse tax-and-redistribute programmes of. </p><p class="graf graf--p" name="7361">You can find out more about my proposals for a different way of working out who should get what in society by reading my book <a class="markup--anchor markup--p-anchor" data-href="https://www.blogger.com/blog/post/edit/1650666962192214202/962001468493500117?hl=en-GB#" href="https://www.blogger.com/blog/post/edit/1650666962192214202/962001468493500117?hl=en-GB#" rel="noopener" target="_blank"><em class="markup--em markup--p-em">Rethinking Taxation</em></a>, reading <a class="markup--anchor markup--p-anchor" data-href="https://www.blogger.com/blog/post/edit/1650666962192214202/962001468493500117?hl=en-GB#" href="https://www.blogger.com/blog/post/edit/1650666962192214202/962001468493500117?hl=en-GB#" rel="noopener" target="_blank">some blogs I wrote around the time</a>, or <a class="markup--anchor markup--p-anchor" data-href="https://www.blogger.com/blog/post/edit/1650666962192214202/962001468493500117?hl=en-GB#" href="https://www.blogger.com/blog/post/edit/1650666962192214202/962001468493500117?hl=en-GB#" rel="noopener" target="_blank">watching some videos I made</a>.</p><h3 class="graf graf--h3" name="f6ff"><strong class="markup--strong markup--h3-strong">Should we be concerned about the developments?</strong></h3><p class="graf graf--p" name="1a4a">Legitimate concerns remain about the digital divide and an overpowering state. My view is that these IT developments are going to continue anyway, so we have to hold the state to account and make sure that technology is used to make things better for the citizens.</p><p class="graf graf--p" name="dd5b">My proposals should help in this regard by building direct distribution to individuals into the system, not leaving resources directly under the control of politicians or bureaucrats.</p><p class="graf graf--p" name="15ea">We should be concerned, but this just means we have to uphold our duties as citizens to keep ourselves informed and to hold our government(s) to account. We have to demand that the system supports those who aren’t digital natives, that the state does not adopt arbitrary powers, and that the system is making society fairer not less fair.</p><h3 style="text-align: left;"><strong class="markup--strong markup--p-strong">Taxation for the future</strong></h3><p class="graf graf--p" name="4dea">Governments might not be as innovative with technology as the private sector, but we voters can demand that they use the technology available in ways that improve our lives and society.</p><p>New taxation technology creates the opportunity to have a fairer economy, if only we demand it.</p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-22104751186955534432021-08-09T23:44:00.005+01:002021-08-14T11:13:55.591+01:00My courses for 2021-2<p> I haven't had much time for blogging lately, but I feel I should make the effort to list the courses I will be offering to any adults who wish to take one this coming academic year. </p><p>I will be involved in many times more courses than usual, though some of them I'm just chairing. As always, you can see the list of upcoming courses <a href="https://www.conted.ox.ac.uk/tutors/7927" target="_blank">here</a>, though for some reason the <i>Political philosophy: An introduction </i>online course isn't yet linked with my name though I will be teaching it again. </p><p>This list is organized by start date but does not indicate my role. I will also be chairing some of the lectures and day schools so these appear on the list above. </p><p>I will therefore list the courses I am actually teaching below in a more systematic manner. The main split is between those in Oxford and those which are online (in many cases there will be an online and an Oxford version of the same course topic):</p><h3 style="text-align: left;">Courses in Oxford</h3><div><div><h4>Autumn/Winter</h4><div><a href="https://www.conted.ox.ac.uk/courses/justice-who-should-get-what?code=O21P599PHW" target="_blank">Justice: Who Should Get What?</a></div><div>10 week course - Thursday Evenings, Ewert House<br /><br /></div><h4>Winter/Spring</h4></div><div><div><div><a href="https://www.conted.ox.ac.uk/courses/equality-of-opportunity-and-the-ethics-of-discrimination?code=O21P607PHW" target="_blank">Equality of Opportunity and the Ethics of Discrimination</a></div><div>10 week course - Tuesday Evenings, Ewert House </div><div><br /></div></div><div><a href="https://www.conted.ox.ac.uk/courses/john-rawls-at-100-theorist-of-justice-and-liberalism?code=O21P135PHJ" target="_blank">John Rawls at 100: Theorist of Liberalism and Justice</a></div><div>Day School - Saturday 12 February 2022</div><div><br /></div><div><a href="https://www.conted.ox.ac.uk/courses/political-economy-of-climate-change?code=O21P188SOJ" target="_blank">Political Economy of Climate Change</a></div><div>Day School - Saturday 30 April 2022<br /><br /></div></div><div><h4>Spring/Summer</h4><div><div><a href="https://www.conted.ox.ac.uk/courses/political-economy-of-taxation?code=O21P631SOW" target="_blank">Political Economy of Taxation </a></div><div>10 week course - Monday Evenings, Ewert House<br /><br /></div></div></div></div><h4 style="text-align: left;">Summer Schools</h4><div>Title TBC</div><div>1 week course <br /><br /></div><h3 style="text-align: left;">Online Courses</h3><h4 style="text-align: left;">Autumn/Winter</h4><div><a href="https://www.conted.ox.ac.uk/courses/justice-who-should-get-what?code=O21P600PHW" target="_blank">Justice: Who Should Get What?</a></div><div>10 week course. Live meetings: Wednesdays 4pm-5pm (UK time) 22 Sep - 01 Dec 2021 </div><div><div><br /></div><div><a href="https://www.conted.ox.ac.uk/courses/climate-change?code=O21P166MTL" target="_blank">Lecture Series: Climate Change</a></div><div>I'm offering one of the 8 Lectures for this Series on climate change, with live discussion sessions as well.</div></div><div><br /></div><div><a href="https://www.conted.ox.ac.uk/courses/political-philosophy-an-introduction-online?code=O21P303PHV" target="_blank">Political Philosophy: An introduction</a></div><div>10 week course <br /><br /></div><h4 style="text-align: left;">Winter/Spring</h4><div><div><a href="https://www.conted.ox.ac.uk/courses/equality-of-opportunity-and-the-ethics-of-discrimination?code=O21P608PHW" target="_blank">Equality of Opportunity and the Ethics of Discrimination</a></div><div>10 week course - Live meetings 4pm (UK time) Thursday afternoons </div><div><br /></div><div><div><a href="https://www.conted.ox.ac.uk/courses/political-philosophy-an-introduction-online" target="_blank">Political Philosophy: An introduction</a></div><div>10 week course </div></div><div><br /></div><div><div><a href="https://www.conted.ox.ac.uk/courses/john-rawls-at-100-theorist-of-justice-and-liberalism?code=O21P135PHJ" target="_blank">John Rawls at 100: Theorist of Liberalism and Justice</a></div><div>Day School - Saturday 12 February 2022</div><div><br /></div></div></div><h4 style="text-align: left;">Spring/Summer</h4><div><div><a href="https://www.conted.ox.ac.uk/courses/political-economy-of-taxation?code=O21P632SOW" target="_blank">Political Economy of Taxation </a></div><div>10 week course - Live meetings 2pm (UK time) Tuesday afternoons </div></div><div><br /></div><div><div><a href="https://www.conted.ox.ac.uk/courses/political-philosophy-an-introduction-online" target="_blank">Political Philosophy: An introduction</a></div><div>10 week course </div></div><div><br /></div><div>Tell your friends! </div>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0tag:blogger.com,1999:blog-1650666962192214202.post-46376068702041749852020-12-29T19:06:00.005+00:002020-12-29T19:06:48.550+00:00A peek into the magic factory <p>I am currently pre-recording lectures for a second course, having done one last term as well. </p><p>I thought I would share my set-up, offering you a chance to imagine the magic taking place. </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEje6R1tChLWRz962dItFru6cWDFHJriiLhpY7HzPIcZc1kIUmeQk5TLeKLZfers3NN1B8zQAdxZPD8CfPGEFF8HWFUdW_NTqtLf36WIZWUN84W1SbC-caWotW7Cdw1D6ySfSTIHfZ-BFc0/s2048/20201228_181633.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="2048" data-original-width="1536" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEje6R1tChLWRz962dItFru6cWDFHJriiLhpY7HzPIcZc1kIUmeQk5TLeKLZfers3NN1B8zQAdxZPD8CfPGEFF8HWFUdW_NTqtLf36WIZWUN84W1SbC-caWotW7Cdw1D6ySfSTIHfZ-BFc0/w300-h400/20201228_181633.jpg" width="300" /></a></div><p><b>Desk/equipment configuration</b></p><p>The first here view of the desk and equipment from an angle. </p><p></p><p></p><p>The first thing I would point out is that I have raised both my laptop and the monitor behind up on boxes and books. </p><p>The aim of this is to make sure that the camera is at eye-height. </p><p>As the camera is at the top of the laptop, having the second screen peering over it means that I don't have to look too far from the camera to view the information on the monitor. </p><p>Basically, I've got my script/prompts directly above the camera. </p><p><br /></p><p><b>Screen configuration</b></p><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgSNdGM-hbS_7r4CX5R0A0bGe4D88YHhUHwaAwO2nsJiDxmiL9ppRDP2V9cORNBS8w-9JScDJmTExXpo32MGGROohC7W9BjygSHRD81r0Ug0f7A9h9CL0RWHRLHw4vS4eRj4ESH40-0P90/s2048/20201228_181708.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" data-original-height="2048" data-original-width="1536" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgSNdGM-hbS_7r4CX5R0A0bGe4D88YHhUHwaAwO2nsJiDxmiL9ppRDP2V9cORNBS8w-9JScDJmTExXpo32MGGROohC7W9BjygSHRD81r0Ug0f7A9h9CL0RWHRLHw4vS4eRj4ESH40-0P90/w300-h400/20201228_181708.jpg" width="300" /></a></div>The second photo is of the screens. <div><br /></div><div>I put the PowerPoint slides on the laptop and the presenter view in a window on the right side of the second screen to indicate what the next slide will be. To do this I start the presentation, then in the presenter view there is an option to 'swap screens' which puts the slides on the laptop and the presenter view on the monitor. Then I take the presenter view off full screen so that I can make it smaller and move it to the side. <br /></div><div><br /></div><div>I like to have the Panopto/Replay window on the left-hand side of the monitor. Then I can press record and see the time recorded and the image of myself to make sure it is working. </div><div><br /></div><div>After pressing record on Panopto I then get the document to the front, get the cursor down to the presentation and click on that so that it will respond to my clicks thereafter. </div><div><br /></div><div>Then I make sure I am smiling at the camera before welcoming everyone to the video. </div><div><br /></div><div>Setting it all up in these ways is a bit of a faff of course. It takes a little while to get everything in place, but I think it is worth it. Once it is all set up everything is right where you need it and you can just go through your presentation without too much difficulty. <p></p></div><div>So that is it! That is the way I've been setting up for my lecture recordings. </div><div><br /></div><div>What do others think? Does anyone have any thought, suggestions, tips or tricks? </div>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com6tag:blogger.com,1999:blog-1650666962192214202.post-80372428735384853322020-11-26T20:00:00.003+00:002022-09-27T17:53:50.485+01:00Learning for Free: Academic resources for non-affiliated students and scholars<p><span style="font-family: arial;">Most of my students in adult education do not have an 'institutional login' which would enable them to access online books and journals that are behind paywalls. </span></p><p><span style="font-family: arial;">That is true also of independent scholars. </span></p>
<p><span style="font-family: arial;">Indeed, it is true of everyone who wants to learn but isn't a member of a University! </span></p>
<p><span style="font-family: arial;">So, how can people access scholarly work without spending large amounts of money to buy books or access to journal articles. </span></p>
<p class="MsoNormal"><o:p><span style="font-family: arial;"><b>Via a local library?</b></span></o:p></p><p class="MsoNormal"><span style="font-family: arial;">You might be able to access online material in your local library. The <a href="http://www.accesstoresearch.org.uk/about" target="_blank">Access to Research</a> project aims to make this a possibility in the UK. </span></p>
<p class="MsoNormal"><span style="font-family: arial;">Your local library could arrange for you to borrow a physical copy of a book you were particularly interested in via an 'inter-library loan.' These services may be limited, though. </span></p><p class="MsoNormal"><span style="font-family: arial;">If you live near a University they may offer you the chance to enter their library and browse their collections. You may have to apply for permission, of course, but their website should indicate what they offer. </span></p>
<div><span style="font-family: arial;"><b>But what about online resources? What r</b></span><b><span style="font-family: arial;">esources available free online</span></b></div><p class="MsoNormal"><span style="font-family: arial;"><b>JSTOR</b></span></p>
<p class="MsoNormal"><span style="font-family: arial;">JSTOR is a website that provides articles from very many academic journals (not always the most recent ones though). </span></p>
<p class="MsoNormal"><span style="font-family: arial;">JSTOR are currently
(during the pandemic) offering I think 100 free journal articles per month, up
from the usual six, so if you can find a journal article via JSTOR you may be
able to download it (though not all will be available). You can set up an account
here: <a href="https://support.jstor.org/hc/en-us/articles/115004760028-How-to-register-get-free-access-to-content" target="_blank">How
to register & get free access to content – JSTOR Support</a><o:p></o:p></span></p><p class="MsoNormal"><o:p><span style="font-family: arial;"><b>Academic's own websites</b> </span></o:p></p><p class="MsoNormal"><span style="font-family: arial;">Some academics make
the penultimate version of their paper available, even if the full version is behind a paywall.</span></p><p class="MsoNormal"><span style="font-family: arial;">They usually do this via their personal or
University website, or on their accounts on academic websites such as
academia.edu, researchgate, ssrn...</span></p><p class="MsoNormal"><span style="font-family: arial;"><a href="http://scholar.google.com/" target="_blank">Google scholar</a> often provides links to these free versions of
papers when they are available. Clicking on the link will sometimes lead you there, or the pdf link on the right-hand side...or click on the 'all ## versions' to see links to the several versions, some of which may have freely available links (though be a bit careful - these may not be legitimate). <o:p></o:p></span></p><p class="MsoNormal"><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgcJdXY6SbvimPjhJ554CO5q-vSso0s0FF8QexxORI80zgXKpAyqGNPwklu0sZ7gGQYqLnTDdZ9BLV8rmTUBeJM24I9Am_hnXeg_jjRnymA7_8od5w6WgCdOR7-p1XwR8cRDyZNk_BY90g/s1920/learn-3653430_1920.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1086" data-original-width="1920" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgcJdXY6SbvimPjhJ554CO5q-vSso0s0FF8QexxORI80zgXKpAyqGNPwklu0sZ7gGQYqLnTDdZ9BLV8rmTUBeJM24I9Am_hnXeg_jjRnymA7_8od5w6WgCdOR7-p1XwR8cRDyZNk_BY90g/s320/learn-3653430_1920.jpg" width="320" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><span style="background-color: white; color: #191b26; font-family: "Open Sans", sans-serif; white-space: nowrap;">Image by </span><a href="https://pixabay.com/users/geralt-9301/?utm_source=link-attribution&utm_medium=referral&utm_campaign=image&utm_content=3653430" style="background-color: white; color: #191b26; cursor: pointer; font-family: "Open Sans", sans-serif; margin: 0px; outline: none !important; white-space: nowrap;">Gerd Altmann</a></td></tr></tbody></table><br/>
<p class="MsoNormal"><span style="font-family: arial;"><b>Old books</b></span></p>
<p class="MsoNormal"><span style="font-family: arial;">Classic books that are out of copyright are often freely available online. </span></p><p class="MsoNormal"><span style="font-family: arial;"><a href="https://www.gutenberg.org/" target="_blank">Project Gutenberg</a> has been working to transcribe classic texts that are out of copyright and make them available to all. </span></p><p class="MsoNormal"><span style="font-family: arial;">However, there are many other websites that offer older books, such as <a href="https://books.google.com/" target="_blank">google books</a> and many subject specialist websites. </span></p><p class="MsoNormal"><o:p><span style="font-family: arial;"><b>Book introductions</b> </span></o:p></p>
<p class="MsoNormal"><span style="font-family: arial;">You can also often view the first pages of a book online. This can give you an idea of whether it is really useful to you or not before you go on to buy it (or request it from your local library).</span></p><p class="MsoNormal"><span style="font-family: arial;">Publishers sometimes provide the introductions to their books to tempt people to buy them. </span></p><p class="MsoNormal"><span style="font-family: arial;">Google books (and
Amazon ‘look-inside’) sometimes show the early parts of a book.</span></p><p class="MsoNormal"><span style="font-family: arial;">There are often options, if you want to
read the first part at least.</span></p><p class="MsoNormal"><span style="font-family: arial;"><b>Other online resources</b></span></p>
<p class="MsoNormal"><span style="font-family: arial;">There are loads of interesting materials provided online. </span></p>
<p class="MsoNormal"><span style="font-family: arial;">Academic lectures are sometimes available to view to You Tube, or University Websites. </span></p>
<p class="MsoNormal"><span style="font-family: arial;">Specialist podcasts exist in many academic fields, and some of these will be accessible to newcomers. </span></p>
<p class="MsoNormal"><span style="font-family: arial;">Many academic institutions, museums and so on have made their archives available to view online. </span></p><p class="MsoNormal"><span style="font-family: arial;">For a collection of free resources (or at least free during the current Pandemic) you could look at this "<a href="https://www.conted.ox.ac.uk/about/curious-minds" target="_blank">Curious Minds" collection of recommended online materials.</a></span></p><p class="MsoNormal"><span style="font-family: arial;"><b>Free online courses</b></span></p>
<p class="MsoNormal"><span style="font-family: arial;">You need to pay a small fee for <a href="https://www.conted.ox.ac.uk/tutors/7927" target="_blank">the courses I teach</a>. This is to cover the cost of putting the course together, the administrative support, and obviously to pay me for my time. </span></p><p class="MsoNormal"><span style="font-family: arial;">However, there are sometimes free courses available via various providers.</span></p><p class="MsoNormal"><span style="font-family: arial;">The Open University lists its free courses via </span><span style="font-family: arial;"><a href="https://www.open.edu/openlearn/" target="_blank">Open Learn</a>. </span></p>
<p class="MsoNormal"><span style="font-family: arial;">You can find these listed on sites like Coursera and EdEx (alongside paid courses). Some of these are MOOCS - Massive Open Online Courses, which provide online content for people to work through in their own time.</span></p><p class="MsoNormal"><span style="font-family: arial;">The idea with these is often that you can view the content (or the first part of a course) for free in the hope that you then pay to get the qualification in it. </span></p><p class="MsoNormal"><span style="font-family: arial;">A lot of these free online courses won't have the same active input from a tutor as a paid course would, but they could provide you with a useful introduction to a topic. </span></p><p class="MsoNormal"><span style="font-family: arial;"><b>Have I missed any? Let me know! </b></span></p>
<p class="MsoNormal"><span style="font-family: arial;">As time goes on </span><span style="font-family: arial;">I hope that</span><span style="font-family: arial;"> </span><span style="font-family: arial;">more and more academic </span><span style="font-family: arial;">work will be available without paywalls. </span><span style="font-family: arial;">"Open access" is becoming more common. </span></p>
<p class="MsoNormal"><span style="font-family: arial;">Academics want their work to be read and influence society after all! </span></p>
<p class="MsoNormal"><span style="font-family: arial;">Of course, publishers want to make money from this work, which is the reason for the limits; if things are free they don't make any money back on their investments. </span></p><p class="MsoNormal"><span style="font-family: arial;">Nevertheless, in the shorter term, there are many resources available without becoming a University Student. </span></p><p class="MsoNormal"><span style="font-family: arial;">I've listed some above, but do feel free to add further links in the comments below. </span></p><p class="MsoNormal"><span style="font-family: arial;">Learning takes </span><span style="font-family: arial;">time and effort, but it need not necessarily require a lot of money. </span></p>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com4tag:blogger.com,1999:blog-1650666962192214202.post-48808377967246771062020-08-11T22:04:00.005+01:002020-08-11T22:11:19.078+01:00Afronomics blog: "The Social Contract, Tacit Consent, and International Taxation"<p>I'm a little late to report on this, but earlier in the Summer I was pleased to have contributed a blog to a <a href="https://www.afronomicslaw.org/symposia/">Afronomics law symposium</a> : <a href="https://www.afronomicslaw.org/2020/07/15/symposium-introduction-taxation-and-the-social-contract-in-a-post-pandemic-era-domestic-and-international-dimensions/" target="_blank">Taxation and the Social Contract in a Post-Pandemic Era: Domestic and International Dimensions</a></p><p>There are lots of interesting blogs on there so do check it out but I'll put a copy of <a href="https://www.afronomicslaw.org/2020/07/15/the-social-contract-tacit-consent-and-international-taxation/">my essay</a> on here as well for completeness: </p><h2 style="text-align: left;"><span style="background-color: white; color: #444444; font-family: georgia;"><span style="font-size: x-large;">The social contract, tacit consent, and international
taxation</span></span></h2><div><span face="" style="background-color: white; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: 44px;">
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">What do we owe our states and what do our states owe
us? This is a difficult question, sometimes answered by invoking a social
contract between the rulers and the ruled which implicitly sets out the rights
and responsibilities of each. <o:p></o:p></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Matters get even more complicated where international
citizens and multinational corporations are concerned. Are they party to
multiple social contracts? Or none? I will argue that if there is a social
contract, then those involved in the international tax system—including tax
evasion and facilitating novel forms of tax avoidance—are party to it. <o:p></o:p></span></p>
<h4 style="text-align: left;"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">The Social contract </span></h4>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Socrates famously chose to face death rather than
exile when condemned by his fellow citizens. He felt this was his </span><a href="http://classics.mit.edu/Plato/crito.html"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">duty to his
fellow Athenians</span></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">, perhaps an early invocation of the idea that
there is a social contract between city and citizen. <o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">The social contract tradition is most associated with
thinkers such as Thomas Hobbes and John Locke, who considered what life would
be like without a state to set rules and enforce them. This stateless scenario is
sometimes called the “state of nature.” Hobbes pessimistically assumed that
life without a <i>leviathan </i>state would be ‘</span><a href="https://www.gutenberg.org/files/3207/3207-h/3207-h.htm#link2HCH0013"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">solitary,
poore, nasty, brutish, and short</span></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">.’ Locke on the other hand,
felt that people would </span><a href="https://www.gutenberg.org/files/7370/7370-h/7370-h.htm#CHAPTER_II"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">respect
and enforce natural rights</span></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;"> even without a state. <o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">For Hobbes, a </span><a href="https://www.gutenberg.org/files/3207/3207-h/3207-h.htm#link2H_4_0196"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">social
contract to create a state</span></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;"> was necessary to provide peace
rather than war of all against all. For Locke </span><a href="https://www.gutenberg.org/files/7370/7370-h/7370-h.htm#CHAPTER_VIII"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">the
state was necessary</span></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;"> because people would not reliably
enforce natural rights in the state of nature. Whatever the state of nature is
really like—and many such as </span><a href="https://books.google.co.uk/books?hl=en&lr=&id=n0tdG2qZFJUC&oi=fnd&pg=PA1&dq=rousseau+discourse+on+inequality&ots=q_woC8ayqP&sig=AZWbPXSBW0p6M3axSJYuufi2vlE#v=onepage&q=44&f=false"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Rousseau</span></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;"> will
disagree with both these thinkers—the point is that people would come together to
create a state. <o:p></o:p></span></span></p>
<h4 style="text-align: left;"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Express vs tacit consent </span></h4>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Perhaps there were pre-historic acts of state creation
among individuals. More likely there was a gradual process of domination by
some over others that over time has got us to where we are. Either way, the
idea that <i>we now</i> are bound to the state because some ancestor of ours
bound themselves is unconvincing. Their consent is not our consent. <o:p></o:p></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Are there are other ways that we consent to the social
contract? Voting and pledges of allegiance have been suggested, but these do
not seem like reliable and universal instances of consent. If everyone is
forced to do these things, then it cannot be taken as a sign of voluntary
consent. <o:p></o:p></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Locke believed that “nobody doubts but an express
consent, of any man entering into any society, makes him a perfect member of
that society, a subject of that government.” For him, then, immigrants can be
said to have given express consent. If they are asked to sign an agreement,
such as an immigration visa, then perhaps we can agree they have signed the
social contract. <o:p></o:p></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">For native-born citizens, Locke felt it was enough to
rely on implicit, or tacit, consent. Benefitting from the society, whether that
be having “possessions, or enjoyment, of any part of the dominions of any
government” is taken as a sign of tacit consent. As a result they are “obliged
to obedience to the laws of that government.” <o:p></o:p></span></p>
<h4 style="text-align: left;"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Hume’s criticism of social contract theory</span></h4>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">David Hume presented a devastating criticism to the
idea that all members of society have tacitly consented by enjoying the
benefits of society in his essay “</span><a href="https://cpb-us-w2.wpmucdn.com/blogs.cofc.edu/dist/8/406/files/2014/09/David-Hume-Of-the-Original-Contract-1kif9ud.pdf"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Of
the Original Contract</span></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">.” He pointed out that most people
don’t even think about the issue, but even if they did, taking enjoyment from
society cannot be a sign of consent. <o:p></o:p></span></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Hume famously wrote:<o:p></o:p></span></p>
<p class="MsoNormal" style="margin-left: 36pt;"><span style="color: #444444; font-family: georgia;"><span style="font-size: 11.5pt; line-height: 107%;">Can we seriously say, that a poor peasant or artizan has a
free choice to leave his country, when he knows no foreign language or manners,
and lives, from day to day, by the small wages which he acquires? We may as
well assert, that man by remaining in a vessel, freely consents to the dominion
of the master; though he was carried on board while asleep, and must leap into
the ocean, and perish, the moment he leaves her.</span><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;"><o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Hume also rejects contract theory in general for
other, controversial reasons, and there are </span><a href="https://plato.stanford.edu/entries/political-obligation/#Con"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">plenty
of other criticisms of it</span></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">. Nevertheless, even Hume accepts
that the immigrant who settles in full knowledge of the government and laws
represents the “truest tacit consent.” <o:p></o:p></span></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">To recap, we cannot rely on tacit consent providing
proof that <i>all</i> members of a given society have agreed to the social
contract. However, those who immigrate and those who have no major impediments
to leaving do not have the excuse that Hume’s “poor peasant” has. <o:p></o:p></span></p>
<h4 style="text-align: left;"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">International Taxation</span></h4>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">International taxation has received increasing
attention recently, as those involved have been using the system to engage in </span><a href="https://www.ibanet.org/Document/Default.aspx?DocumentUid=4977CB3D-4988-4C9C-84C7-9050A5CB2311"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">tax
abuse</span></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">. These activities cost </span><a href="http://roape.net/2018/03/01/tax-avoidance-evasion-africa/"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">billions
of dollars</span></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;"> in tax lost tax revenue to states in Africa and
elsewhere. There are various forms of tax abuse, some clearly immoral and
illegal</span><span style="font-size: 11.5pt; line-height: 107%;"> to others that
are in a moral grey area. The aim of the tax abuser is to </span><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">achieve
‘double non-taxation’ where they pay no (or virtually no) tax in any of the
countries in which they do business. We can compare what the business would pay
if it its entire operation were in a single country<o:p></o:p></span></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">My claim here is that all those involved in
international taxation cannot use Hume’s ‘poor peasant’ excuse to engage in tax
abuse. Elites and investors are not forced to benefit from a country. I will
consider the relevant parties, using Kenya as an example state. <o:p></o:p></span></p>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><i><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Multinational companies</span></i><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">
do not have to have operations in Kenya; they elect to locate there based on
the benefits they expect to obtain. If they take advantage of their
international set-up to evade taxation, or even reduce their tax rate by taking
advantage of spurious loopholes and transfer mispricing, then they are breaking
the social contract they signed when setting up in Kenya. <o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><i><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Wealthy international individuals</span></i><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">
similarly do not have to have investments in Kenya. They choose to engage with
Kenya and are therefore bound to the Kenyan people via their contract with the
Kenyan state. <o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><i><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Taxation professionals</span></i><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">,
such as lawyers and accountants, are also bound to the social contract. This is
going to be the case if they are outsiders who are benefitting from working in
Kenya, or even working with clients with interests in Kenya. However, local
professionals are also going to have skills that should provide them with opportunities
to leave Kenya; they cannot use the ‘poor peasant’ excuse. <o:p></o:p></span></span></p>
<p class="MsoNormal" style="text-align: justify;"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Perhaps we
can even add members of the <i>local elite</i> as well. They will often have
the resources to be able to leave Kenya and would be welcomed elsewhere. <o:p></o:p></span></p>
<h4 style="text-align: justify;"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Other excuses
or justifications for tax abuse?</span></h4>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Another Humean ‘excuse’ would be that the parties
would not have considered leaving, and therefore cannot be said to be tacitly
consenting. I think it is enough that the individuals have been in a position
where they have made decisions about where to base themselves. This is bound to
be the case for multinational companies, of course, but I think it will apply
to most individuals involved in the international tax business. <o:p></o:p></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">A second line of excuse might be that some states are
illegitimate, and it would be better not to provide revenues to governments
that violate human rights. This is a compelling argument. However, I would
question whether the correct response to human rights violations is to extract
wealth from the state. This is not going to make the situation any better. The benefits
from tax abuse could be placed in a trust fund to be used to support a future
legitimate government. It certainly cannot justify <i>making profits</i> from
the state. <o:p></o:p></span></p>
<h4 style="text-align: left;"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">What does the state owe? </span></h4>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">The social contract is between the state and the
people. The state is a supra-human entitle of course, but certain individuals
have responsibilities to ensure that the state honors the contract: the head of
state, members of government, and high-ranking officials. <o:p></o:p></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">They owe the citizens protections from external
threats, but also internal ones as well. If the state is illegitimate, as
mentioned above, then the social contract is broken. In this case, the
international investors should boycott the state, or at the very least engage
only in ways that benefit the people of the state and not their oppressors. <o:p></o:p></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">My focus here is on international taxation, and in
this regard, officials should be looking to ensure that their citizens do not
lose out from international taxation. Officials should view tax abuse as a
threat to the citizens of the country, and certainly not an opportunity to
exploit for personal gain. My focus here is on the other parties, however. <o:p></o:p></span></p>
<h4 style="text-align: left;"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">What do citizens and international investors owe?</span></h4>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">I expect one main response to my argument will be that
the social contract only requires people to follow the law. If those involved
in international taxation do follow the law, what is the problem? If they break
the law, then they are subject to legal sanction, and rightly so. But does this
cover all cases? <o:p></o:p></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">In some cases of tax abuse, the law is broken but the
state does not <i>realize</i> because those involved hide the situation.
However, this is to say that some people who claim this defense are acting in
bad faith. Of course, it would be wrong for states to punish those who <i>have
not</i> broken the law. However, this does not mean that all those who have not
been found guilty have done nothing wrong. They should not fool themselves or
the rest of us. <o:p></o:p></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">The deeper complaint is that those involved in
international taxation should not be actively seeking to enable tax abuse which
robs states of revenue in the first place. Hopefully, professionals will
already inform the authorities of any wrongdoing, and also inform the
government and civil society of any new loopholes. <o:p></o:p></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Multinational corporations might take the position
that they have competitors who will be seeking out international tax advantages,
meaning that they need to as well. There is no room for expensive do-gooding in
the corporate world; do-gooding companies will just get taken over by more
ruthless rivals. The international corporate world is akin to Hobbes’ ‘state of
nature.’ <o:p></o:p></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">However, companies and their agents can respond to
this situation in two ways. Option one is to advertise that these loopholes exist,
to express that they are a source of great regret and that they should be
closed as soon as possible. Option two is to quietly take advantage of the
loopholes, and to seek out new ones. To seek to empower low-tax and secrecy
jurisdictions and to undermine attempts to clean up the system. Option two does
not seem compatible with the social contract to me. <o:p></o:p></span></p>
<h4 style="text-align: left;"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Conclusion</span></h4>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Political obligation in general has come under fire
from </span><a href="https://plato.stanford.edu/entries/political-obligation/#AnaChaPolObl"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">philosophical
anarchists</span></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">, and I have not responded to those objections here
(though I remain unconvinced). There are also other theories of political
obligation as well as consent theories. But even if tax abusers claim to be
philosophical anarchists, I would argue they should avoid engaging with states
(perhaps basing themselves in stateless areas of the world) rather than seek to
gain from investing in them. <o:p></o:p></span></span></p>
<p class="MsoNormal"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">I have not considered <i>all</i> the arguments against
consent theories—I have focused on Hume’s early criticism of the social
contract. My argument, therefore, is a conditional one. <i>If there</i> <i>is</i>
<i>a social contract</i>, then certain participants in society are clearly party
to it. This will include those in a position to engage in tax avoidance and
evasion using the international loopholes.</span></p>
<h4 style="text-align: left;"><span lang="" style="color: #444444; font-family: georgia; font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">References (all accessed 24 June 2020)</span></h4>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span style="font-size: 11.5pt; line-height: 107%;">Dagger, R. &
Lefkowitz, D. </span><a href="https://plato.stanford.edu/archives/fall2014/entries/political-obligation/"><span style="font-size: 11.5pt; line-height: 107%;">"Political Obligation"</span></a><span style="font-size: 11.5pt; line-height: 107%;"> <i>The Stanford Encyclopedia of
Philosophy </i>(2014).</span><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;"><o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Locke, J. </span><a href="http://www.gutenberg.org/files/7370/7370-h/7370-h.htm"><i><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Two
Treatises on Government</span></i></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;"> [1688]<o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Hobbes, T. </span><a href="http://www.gutenberg.org/ebooks/3207"><i><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Leviathan</span></i></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;"> [1651]<o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Hume, D. “</span><a href="https://cpb-us-w2.wpmucdn.com/blogs.cofc.edu/dist/8/406/files/2014/09/David-Hume-Of-the-Original-Contract-1kif9ud.pdf"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Of
the Original Contract</span></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">” from his <i>Essays: Moral,
Political, and Literary</i> [1751]<o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span style="font-size: 11.5pt; line-height: 107%;">International
Bar Association, Lipsett, L. and Cohen, S. B. </span><a href="https://www.ibanet.org/Document/Default.aspx?DocumentUid=4977CB3D-4988-4C9C-84C7-9050A5CB2311"><i><span style="font-size: 11.5pt; line-height: 107%;">Tax Abuses, Poverty and Human Rights</span></i></a><span style="font-size: 11.5pt; line-height: 107%;"> (2013)</span><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;"><o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Plato </span><a href="http://classics.mit.edu/Plato/crito.html"><i><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Crito</span></i></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;"> [399BCE]<o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="color: #444444; font-family: georgia;"><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Rousseau, J. J. </span><a href="https://books.google.co.uk/books?id=n0tdG2qZFJUC&printsec=frontcover&source=gbs_atb#v=onepage&q&f=false"><i><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;">Discourse
on inequality</span></i></a><span lang="" style="font-size: 11.5pt; line-height: 107%; mso-ansi-language: EN-US;"> [1755]</span></span></p><p style="color: #dd3333; font-weight: 600;"></p></span></div>dougbamfordhttp://www.blogger.com/profile/07865560225178360837noreply@blogger.com0