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Weiye Loh

Singapore Notes: The Relentless March Of The Gini Coefficient - 0 views

  • The Gini coefficient is a measure of statistical dispersion developed by the Italian statistician Corrado Gini and published in his 1912 paper "Variability and Mutability". Worldwide, Gini coefficients for income range from approximately 0.23 (Sweden) to 0.70 (Namibia) although not every country has been assessed.
  • No matter how the Department of Statistics jiggle the numbers, Singapore's Gini coefficient (ranked second highest in 2009) is an ugly reminder of the widening income disparity. The orange line is based on lower numbers adjusted for "Government benefits and taxes" to pretty up a gruesome picture. If they are referring to housing grants or GST relief payouts credited to the CPF account, we know neither provides the hard cash to put food on the table. Or pocket money for the school kid to stave off hunger pangs during recess time. NTUC's welcome largess of a 5 percent discount on 500 essential items like rice, cooking oil and detergent confirms the pitiful plight of the poor is very real. Never mind if the temporal relief is only good for 3 months, after which the general election should be over, and a new round of price hikes will be slammed in.
  • Meanwhile the holdouts against a minimum wage salvation are still preaching the skill upgrade gospel. MP Liang Eng Hwa repeats the official mantra, "Rather than cash handouts, training and increasing their productivity may help them break out of the low wage cycle."
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  • MM Lee once told NUS undergrads at a forum to ignore the UNDP readings, "Never mind your Gini coefficient. If you don't have a job you get zero against those with jobs." A social class divide appearing in Singapore, he claimed, was unavoidable in a maturing society. Citing the example of China, he said the country started as a classless society but has gradually evolved to favour those who have the right connections.
Weiye Loh

Roger Pielke Jr.'s Blog: The Flip Side of Extreme Event Attribution - 0 views

  • It is just logical that one cannot make the claim that action on climate change will influence future extreme events without first being able to claim that greenhouse gas emissions have a discernible influence on those extremes. This probably helps to explain why there is such a push to classify the attribution issue as settled. But this is just piling on one bad argument on top of another.
  • Even if you believe that attribution has been achieved, these are bad arguments for the simple fact that detecting the effects on the global climate system of emissions reductions would take many, many (many!) decades.  For instance, for an aggressive climate policy that would stabilize carbon dioxide at 450 ppm, detecting a change in average global temperatures would necessarily occur in the second half of this century.  Detection of changes in extreme events would take even longer.
  • To suggest that action on greenhouse gas emissions is a mechanism for modulating the impacts of extreme events remains a highly misleading argument.  There are better justifications for action on carbon dioxide that do not depend on contorting the state of the science.
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    It is just logical that one cannot make the claim that action on climate change will influence future extreme events without first being able to claim that greenhouse gas emissions have a discernible influence on those extremes. This probably helps to explain why there is such a push to classify the attribution issue as settled. But this is just piling on one bad argument on top of another.
Weiye Loh

A Data State of Mind | Think Quarterly - 0 views

  • Rosling has maintained a fact-based worldview – an understanding of how global health trends act as a signifier for economic development based on hard data. Today, he argues, countries and corporations alike need to adopt that same data-driven understanding of the world if they are to make sense of the changes we are experiencing in this new century, and the opportunities and challenges that lie ahead.
  • the world has changed so much, what people need isn’t more data but a new mindset. They need a new storage system that can handle this new information. But what I have found over the years is that the CEOs of the biggest companies are actually those that already have the most fact-based worldview, more so than in media, academia or politics. Those CEOs that haven’t grasped the reality of the world have already failed in business. If they don’t understand what is happening in terms of potential new markets in the Middle East, Africa and so on, they are out. So the bigger and more international the organisation, the more fact-based the CEO’s worldview is likely to be. The problem is that they are slow in getting their organisation to follow.
  • Companies as a whole are stuck in the rut of an old mindset. They think in outworn categories and follow habits and assumptions that are not, or only rarely, based on fact.
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  • For instance, in terms of education levels, we no longer live in a world that is divided into the West and the rest; our world today stretches from Canada to Yemen with all the other countries somewhere in between. There’s a broad spectrum of levels
  • even when people act within a fact-based worldview, they are used to talking with sterile figures. They are used to standing on a podium, clicking through slide shows in PowerPoint rather than interacting with their presentation. The problem is that companies have a strict separation between their IT department, where datasets are produced, and the design department, so hardly any presenters are proficient in both. Yet this is what we need. Getting people used to talking with animated data is, to my mind, a literacy project.
  • What’s important today is not just financial data but child mortality rates, the number of children per women, education levels, etc. In the world today, it’s not money that drags people into modern times, it’s people that drag money into modern times.
  • I can demonstrate human resources successes in Asia through health being improved, family size decreasing and then education levels increasing. That makes sense: when more children survive, parents accept that there is less need for multiple births, and they can afford to put their children through school. So Pfizer have moved their research and development of drugs to Asia, where there are brilliant young people who are amazing at developing drugs. It’s realising this kind of change that’s important.
  • The problem isn’t that specialised companies lack the data they need, it’s that they don’t go and look for it, they don’t understand how to handle it.
  • What is so strong with animation is that it provides that mindset shift in market segmentation. We can see where there are highly developed countries with a good economy and a healthy and well-educated staff.
  • At the moment, I’m quarrelling with Sweden’s Minister of Foreign Affairs. He says that the West has to make sure its lead over the rest of the world doesn’t erode. This is a completely wrong attitude. Western Europe and other high-income countries have to integrate themselves into the world in the same way big companies are doing. They have to look at the advantages, resources and markets that exist in different places around the world.
  • And some organisations aren’t willing to share their data, even though it would be a win-win situation for everybody and we would do much better in tackling the problems we need to tackle. Last April, the World Bank caved in and finally embraced an open data policy, but the OECD uses tax money to compile data and then sells it in a monopolistic way. The Chinese Statistical Bureau provides data more easily than the OECD. The richest countries in the world don’t have the vision to change.
  • ‘database hugging disorder’
  • we have to instil a clear division of labour between those who provide the datasets – like the World Bank, the World Health Organisation or companies themselves – those who provide new technologies to access or process them, like Google or Microsoft, and those who ‘play’ with them and give data meaning. It’s like a great concert: you need a Mozart or a Chopin to write wonderful music, then you need the instruments and finally the musicians.
Weiye Loh

News: Tabloid Science - Inside Higher Ed - 0 views

  • The Sex Life of the Screwworm -- a silly subject for federally funded research, no?Some members of Congress thought so: they singled out the project about 30 years ago as the nation’s top symbol of wasteful spending -- and later apologized when, upon further review, they realized the research was actually incredibly useful. Now, at a time when Congressional scrutiny of science spending (supposedly silly and otherwise) is rising, the other side of the debate is reviving the symbol of the screwworm to bring attention to its cause, through a method that seems too un-scientific to be true: a tabloid.
  • Using silliness to combat accusations of silliness, the Association of American Universities published its inaugural issue of "Scientific Enquirer," defending federal funding for research that may seem utterly irrelevant at first glance, but is actually productive.
  • The screwworms scored the cover story for the January 2011 issue. “Sex and the Screwworm,” the headline reads, “Your tax dollars go to study the sex life of a parasite, Congress wants to know why.” Directly below, slapped on like a bumper sticker and in commanding font: “Saves Country Billions!” It’s not what you’d expect to see from a prestigious group of research institutions better known for its formality (if not occasional stuffiness), but if attracting eyeballs is the goal, they just might be on to something. After all, who understands the art of getting attention better than tabloid publishers?
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  • The AAU aims to curb misunderstanding of screwworms and other research through the broader effort of which the "Enquirer" is a part: The Societal Benefits of Research Illustrated, an online compilation of visual fact sheets that aims to make science -- and the scholarly research behind it -- accessible and understandable to members of Congress as well as the general public.
  • Last year, as Republican lawmakers prepared for and then carried out a political takeover of one house of Congress and dozens of state legislatures, they began the traditional process -- not unique to either party -- of publicizing odd research, often of the social sciences, to try to sway federal agencies’ funding.
  • In the Enquirer’s inaugural issue, published online late last month, the AAU highlights three federally funded research projects that legislators have singled out as a waste of money, explaining why they are significant and how they have contributed to society. The screwworm research, as it happens, led to the flesh-eating parasite’s eradication in the United States. Screwworms had killed millions of cattle annually; their elimination saved the country $20 billion and resulted in a 5 percent reduction in supermarket beef prices, the AAU says.
  • “While the titles of many scientific grants awarded by federal science agencies may sound funny, grants made by the National Institutes of Health, the National Science Foundation and other key agencies are generally awarded only after a rigorous and competitive peer review process,” the Enquirer reads. “If critics are able to marginalize science that seems unorthodox, or to defund research that may sound silly, how much creativity and innovation might we lose?” Among the funny topics featured in this issue: watching people make faces, and levitating frogs
  • “Some of these researchers just get dragged through the mud [by critics], even though they’re doing really high-quality research,” Smith said. “I think there’s lots of examples and that’s just what we’re trying to point out with these pieces.”For instance, Smith said that on Wednesday he received a list of 25 examples of “ridiculous government spending,” which highlighted research where scientists tested how alcohol affected the motor skills of mice. It’s “amazing” that Congress would pick on “alcoholic mice,” he said, because of course that sort of important research cannot be done on humans – so scientists use mice as model organisms.
  • “The real focus here is on this seemingly increasing [and longstanding] notion of picking on individual grants because they can be made to sound funny,” Smith said. The purpose of the Enquirer -- as well as the broader effort -- isn't necessarily to protect federal funding, Smith said; it’s to educate people about science and and make sure that scientific breakthroughs aren't derailed by people who misunderstand the research.
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    Some members of Congress thought so: they singled out the project about 30 years ago as the nation's top symbol of wasteful spending -- and later apologized when, upon further review, they realized the research was actually incredibly useful. Now, at a time when Congressional scrutiny of science spending (supposedly silly and otherwise) is rising, the other side of the debate is reviving the symbol of the screwworm to bring attention to its cause, through a method that seems too un-scientific to be true: a tabloid.
Weiye Loh

Land Destroyer: Alternative Economics - 0 views

  • Peer to peer file sharing (P2P) has made media distribution free and has become the bane of media monopolies. P2P file sharing means digital files can be copied and distributed at no cost. CD's, DVD's, and other older forms of holding media are no longer necessary, nor is the cost involved in making them or distributing them along a traditional logistical supply chain. Disc burners, however, allow users the ability to create their own physical copies at a fraction of the cost of buying the media from the stores. Supply and demand is turned on its head as the more popular a certain file becomes via demand, the more of it that is available for sharing, and the easier it is to obtain. Supply and demand increase in tandem towards a lower "price" of obtaining the said file.Consumers demand more as price decreases. Producersnaturally want to produce more of something as priceincreases. Somewhere in between consumers and producers meet at the market price or "marketequilibrium."P2P technology eliminates material scarcity, thus the more afile is in demand, the more people end up downloading it, andthe easier it is for others to find it and download it. Considerthe implications this would have if technology made physicalobjects as easy to "share" as information is now.
  • In the end, it is not government regulations, legal contrivances, or licenses that govern information, but rather the free market mechanism commonly referred to as Adam Smith's self regulating "Invisible Hand of the Market." In other words, people selfishly seeking accurate information for their own benefit encourage producers to provide the best possible information to meet their demand. While this is not possible in a monopoly, particularly the corporate media monopoly of the "left/right paradigm" of false choice, it is inevitable in the field of real competition that now exists online due to information technology.
  • Compounding the establishment's troubles are cheaper cameras and cheaper, more capable software for 3D graphics, editing, mixing, and other post production tasks, allowing for the creation of an alternative publishing, audio and video industry. "Underground" counter-corporate music and film has been around for a long time but through the combination of technology and the zealous corporate lawyers disenfranchising a whole new generation that now seeks an alternative, it is truly coming of age.
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  • With a growing community of people determined to become collaborative producers rather than fit into the producer/consumer paradigm, and 3D files for physical objects already being shared like movies and music, the implications are profound. Products, and the manufacturing technology used to make them will continue to drop in price, become easier to make for individuals rather than large corporations, just as media is now shifting into the hands of the common people. And like the shift of information, industry will move from the elite and their agenda of preserving their power, to the end of empowering the people.
  • In a future alternative economy where everyone is a collaborative designer, producer, and manufacturer instead of passive consumers and when problems like "global climate change," "overpopulation," and "fuel crises" cross our path, we will counter them with technical solutions, not political indulgences like carbon taxes, and not draconian decrees like "one-child policies."
  • We will become the literal architects of our own future in this "personal manufacturing" revolution. While these technologies may still appear primitive, or somewhat "useless" or "impractical" we must remember where our personal computers stood on the eve of the dawning of the information age and how quickly they changed our lives. And while many of us may be unaware of this unfolding revolution, you can bet the globalists, power brokers, and all those that stand to lose from it not only see it but are already actively fighting against it.Understandably it takes some technical know-how to jump into the personal manufacturing revolution. In part 2 of "Alternative Economics" we will explore real world "low-tech" solutions to becoming self-sufficient, local, and rediscover the empowerment granted by doing so.
Weiye Loh

In Japan, a Culture That Promotes Nuclear Dependency - NYTimes.com - 0 views

  • look no further than the Fukada Sports Park, which serves the 7,500 mostly older residents here with a baseball diamond, lighted tennis courts, a soccer field and a $35 million gymnasium with indoor pool and Olympic-size volleyball arena. The gym is just one of several big public works projects paid for with the hundreds of millions of dollars this community is receiving for acce
  • the aid has enriched rural communities that were rapidly losing jobs and people to the cities. With no substantial reserves of oil or coal, Japan relies on nuclear power for the energy needed to drive its economic machine. But critics contend that the largess has also made communities dependent on central government spending — and thus unwilling to rock the boat by pushing for robust safety measures.
  • Tsuneyoshi Adachi, a 63-year-old fisherman, joined the huge protests in the 1970s and 1980s against the plant’s No. 2 reactor. He said many fishermen were angry then because chlorine from the pumps of the plant’s No. 1 reactor, which began operating in 1974, was killing seaweed and fish in local fishing grounds. However, Mr. Adachi said, once compensation payments from the No. 2 reactor began to flow in, neighbors began to give him cold looks and then ignore him. By the time the No. 3 reactor was proposed in the early 1990s, no one, including Mr. Adachi, was willing to speak out against the plant. He said that there was the same peer pressure even after the accident at Fukushima, which scared many here because they live within a few miles of the Shimane plant. “Sure, we are all worried in our hearts about whether the same disaster could happen at the Shimane nuclear plant,” Mr. Adachi said. However, “the town knows it can no longer survive economically without the nuclear plant.”
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  • Much of this flow of cash was the product of the Three Power Source Development Laws, a sophisticated system of government subsidies created in 1974 by Kakuei Tanaka, the powerful prime minister who shaped Japan’s nuclear power landscape and used big public works projects to build postwar Japan’s most formidable political machine. The law required all Japanese power consumers to pay, as part of their utility bills, a tax that was funneled to communities with nuclear plants. Officials at the Ministry of Economy, Trade and Industry, which regulates the nuclear industry, and oversees the subsidies, refused to specify how much communities have come to rely on those subsidies. “This is money to promote the locality’s acceptance of a nuclear plant,” said Tatsumi Nakano of the ministry’s Agency for Natural Resources and Energy.
Weiye Loh

'BBC's biased climate science reporting isn't biased enough' claims report - Telegraph ... - 0 views

  • What many of these sceptics – or deniers, if you must – do question is a) whether – and if so by how much – this warming is anthropogenic (ie human-caused) b) whether the warming constitutes a threat – or whether its benefits might in fact far outweigh its drawbacks c) whether this warming likely to continue or whether – as happened without human influence at the end of the Roman warm period and the Medieval warm period – it will be followed by a period of natural cooling d) whether the drastic policy measures (tax, regulation, “decarbonisation”, the drive for renewables) being enacted to ‘combat climate change’ will not end up doing far more harm than good.
  • Though Dr Jones’s report argues that the BBC should from henceforward give less space to sceptics, it’s difficult to imagine quite how it could possibly do so. About the only occasion on which they have been given any air space has been on hatchet-jobs like the BBC’s feature-length assault on Lord Monckton, “Meet The Climate Sceptics”.
Weiye Loh

Roger Pielke Jr.'s Blog: Faith-Based Education and a Return to Shop Class - 0 views

  • In the United States, nearly a half century of research, application of new technologies and development of new methods and policies has failed to translate into improved reading abilities for the nation’s children1.
  • the reasons why progress has been so uneven point to three simple rules for anticipating when more research and development (R&D) could help to yield rapid social progress. In a world of limited resources, the trick is distinguishing problems amenable to technological fixes from those that are not. Our rules provide guidance\ in making this distinction . . .
  • unlike vaccines, the textbooks and software used in education do not embody the essence of what needs to be done. That is, they don’t provide the basic ‘go’ of teaching and learning. That depends on the skills of teachers and on the attributes of classrooms and students. Most importantly, the effectiveness of a vaccine is largely independent of who gives or receives it, and of the setting in which it is given.
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  • The three rules for a technological fix proposed by Sarewitz and Nelson are: I. The technology must largely embody the cause–effect relationship connecting problem to solution. II. The effects of the technological fix must be assessable using relatively unambiguous or uncontroversial criteria. III. Research and development is most likely to contribute decisively to solving a social problem when it focuses on improving a standardized technical core that already exists.
  • technology in the classroom fails with respect to each of the three criteria: (a) technology is not a causal factor in learning in the sense that more technology means more learning, (b) assessment of educational outcome sis itself difficult and contested, much less disentangling various causal factors, and (c) the lack of evidence that technology leads to improved educational outcomes means that there is no such standardized technological core.
  • This conundrum calls into question one of the most significant contemporary educational movements. Advocates for giving schools a major technological upgrade — which include powerful educators, Silicon Valley titans and White House appointees — say digital devices let students learn at their own pace, teach skills needed in a modern economy and hold the attention of a generation weaned on gadgets. Some backers of this idea say standardized tests, the most widely used measure of student performance, don’t capture the breadth of skills that computers can help develop. But they also concede that for now there is no better way to gauge the educational value of expensive technology investments.
  • absent clear proof, schools are being motivated by a blind faith in technology and an overemphasis on digital skills — like using PowerPoint and multimedia tools — at the expense of math, reading and writing fundamentals. They say the technology advocates have it backward when they press to upgrade first and ask questions later.
  • [D]emand for educated labour is being reconfigured by technology, in much the same way that the demand for agricultural labour was reconfigured in the 19th century and that for factory labour in the 20th. Computers can not only perform repetitive mental tasks much faster than human beings. They can also empower amateurs to do what professionals once did: why hire a flesh-and-blood accountant to complete your tax return when Turbotax (a software package) will do the job at a fraction of the cost? And the variety of jobs that computers can do is multiplying as programmers teach them to deal with tone and linguistic ambiguity. Several economists, including Paul Krugman, have begun to argue that post-industrial societies will be characterised not by a relentless rise in demand for the educated but by a great “hollowing out”, as mid-level jobs are destroyed by smart machines and high-level job growth slows. David Autor, of the Massachusetts Institute of Technology (MIT), points out that the main effect of automation in the computer era is not that it destroys blue-collar jobs but that it destroys any job that can be reduced to a routine. Alan Blinder, of Princeton University, argues that the jobs graduates have traditionally performed are if anything more “offshorable” than low-wage ones. A plumber or lorry-driver’s job cannot be outsourced to India.
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    In 2008 Dick Nelson and Dan Sarewitz had a commentary in Nature (here in PDF) that eloquently summarized why it is that we should not expect technology in the classroom to reault in better educational outcomes as they suggest we should in the case of a tehcnology like vaccines
Weiye Loh

Not Evil Just Wrong - The explosive new documentary exposing the dangers of global warm... - 0 views

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    Something I received in my email - from American Family Association, an extreme conservative Christian network. The new documentary is basically a response to Al Gore's "An Inconvenient Truth", to (counter-)claim that the global warming "Industry" is causing alarmism and tax increases. From what I see, it's a highly capitalist-driven film. The online premiere will be on 18th Oct, 8pm est. Not directly related. But still interesting I guess. =)
Weiye Loh

Want people to get on board with a shift to clean energy? Shield them from economic ins... - 0 views

  • The reality is that a bold new energy and climate change policy would inevitably result in dislocations in certain industries and upset long-established ways of life in many regions; in addition, it would lead to higher prices for basic commodities such as gas, home heating oil, and food. In societies where there are strong social safety nets -- universal healthcare, universal preschool, strong support for new parents, significant investments in public transportation, and sustained support for higher education -- the changes wrought by a paradigm shift in energy will tend not to result in hugely destabilizing effects across whole towns and communities. In fact, with good planning and investments in critical infrastructure, strong environmental policies can result in overall improvements in the quality of life for nearly everyone. Throughout much of the developed world, citizens are willing to pay prices for gasoline that would lead to riots in American streets, because they know that the government revenue raised by high gas taxes is used for programs that directly benefit them. In other words, ten-dollar-a-gallon gas isn’t such a big deal when everyone has great healthcare, great public transportation, and free high-quality schooling.
  • Americans are so battered and anxious right now. Median wages are flat, unemployment is high, politics is paralyzed. Middle-class families are one health problem away from ruin, and when they fall, there's no net. That kind of insecurity, as much as anything, explains the American reticence to launch bold new social programs.
  • Michael Levi points to a fantastic piece by Nassim Taleb and Mark Blyth wherein they approach a similar subject from a seemingly contrary angle, arguing that government efforts to suppress social and economic volatility can backfire. Without the experience of adjusting to small shocks as they come, we won't be prepared when the big shocks arrive:
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  • Complex systems that have artificially suppressed volatility tend to become extremely fragile, while at the same time exhibiting no visible risks. In fact, they tend to be too calm and exhibit minimal variability as silent risks accumulate beneath the surface. Although the stated intention of political leaders and economic policymakers is to stabilize the system by inhibiting fluctuations, the result tends to be the opposite. These artificially constrained systems become prone to "Black Swans" -- that is, they become extremely vulnerable to large-scale events that lie far from the statistical norm and were largely unpredictable to a given set of observers. Such environments eventually experience massive blowups, catching everyone off-guard and undoing years of stability or, in some cases, ending up far worse than they were in their initial volatile state. Indeed, the longer it takes for the blowup to occur, the worse the resulting harm in both economic and political systems.
  • If a society provides a basic measure of health and economic security for its citizens, its citizens will be more tolerant of a little volatility/risk/ambition in its social and economic policy.
  • This gets at why I think its extremely difficult to reconcile modern-day conservatism and serious efforts to address climate change (and future resource shortages, and other various other sources of long-term risk). The U.S. conservative politic program is devoted to increasing economic and social insecurity for average people and decreasing it for wealthy business owners. That is roughly the opposite of the approach you'd want to take if you want to increase society's resilience to the dangers approaching.
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    First there's this extremely smart piece from economist Jason Scorse. It makes an argument that I wish had gotten much more attention during the fight over the climate bill, to wit: "people are much more willing to support environmental policies that come with large risks and disruptions to their way of life when other policies are in place to shield them from excessive risk and instability."
Weiye Loh

Income inequality: Rich and poor, growing apart | The Economist - 0 views

  • THINK income inequality growth is primarily an American phenomenon?  Think again:American society is more unequal than those in most other OECD countries, and growth in inequality there has been relatively large. But with very few exceptions, the rich have done better over the past 30 years, even in highly egalitarian places like Scandinavia.
  • Over the past decades, OECD countries have undergone significant structural changes resulting from their closer integration into a global economy and rapid technological progress. These changes have brought higher rewards for high-skilled workers and thus affected the way earnings from work are distributed. The skills gap in earnings reflects several factors. First, a rapid rise in trade and financial markets integration has generated a relative shift in labour demand in favour of high-skilled workers at the expense of low-skilled labour. Second, technical progress has shifted production technologies in both industries and services in favour of skilled labour...Finally, during the past two decades most OECD countries carried out regulatory reforms to strengthen competition in the markets for goods and services and associated reforms that aimed at making labour markets more adaptable. For instance, anti-competitive product-market regulations were reduced significantly in all countries. Employment protection legislation for workers with temporary contracts also became more lenient in many countries. Minimum wages, relative to average wages, have also declined in a number of countries since the 1980s. Wage-setting mechanisms have also changed; the share of union members among workers has fallen across most countries, although the coverage of collective bargaining has generally remained rather stable over time. In a number of countries, unemployment benefit replacement rates fell, and in an attempt to promote employment among low-skilled workers, taxes on labour for low-income workers were also reduced.
  • It's tempting to look at this list of regulatory changes and argue that it was these rule changes which facilitated growth in inequality. That may be true to some extent, but the unverisality of the reform experience makes me think it's at least as likely that underlying trends (like globalisation and technological change) made the prevailing rules unsustainable.
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  • it's critical to address this issue if popular support for liberal economic activity is to be maintained.
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    while national factors can influence the degree of inequality growth and can mitigate (or not) the negative impacts of that growth, there seem to be broader, global forces pushing inequality up across countries.
Weiye Loh

Technology and Inequality - Kenneth Rogoff - Project Syndicate - 0 views

  • it is easy to forget that market forces, if allowed to play out, might eventually exert a stabilizing role. Simply put, the greater the premium for highly skilled workers, the greater the incentive to find ways to economize on employing their talents.
  • one of the main ways to uncover cheating is by using a computer program to detect whether a player’s moves consistently resemble the favored choices of various top computer programs.
  • many other examples of activities that were once thought exclusively the domain of intuitive humans, but that computers have come to dominate. Many teachers and schools now use computer programs to scan essays for plagiarism
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  • computer-grading of essays is a surging science, with some studies showing that computer evaluations are fairer, more consistent, and more informative than those of an average teacher, if not necessarily of an outstanding one.
  • the relative prices of grains, metals, and many other basic goods tended to revert to a central mean tendency over sufficiently long periods. We conjectured that even though random discoveries, weather events, and technologies might dramatically shift relative values for certain periods, the resulting price differentials would create incentives for innovators to concentrate more attention on goods whose prices had risen dramatically.
  • people are not goods, but the same principles apply. As skilled labor becomes increasingly expensive relative to unskilled labor, firms and businesses have a greater incentive to find ways to “cheat” by using substitutes for high-price inputs. The shift might take many decades, but it also might come much faster as artificial intelligence fuels the next wave of innovation.
  • Many commentators seem to believe that the growing gap between rich and poor is an inevitable byproduct of increasing globalization and technology. In their view, governments will need to intervene radically in markets to restore social balance. I disagree. Yes, we need genuinely progressive tax systems, respect for workers’ rights, and generous aid policies on the part of rich countries. But the past is not necessarily prologue: given the remarkable flexibility of market forces, it would be foolish, if not dangerous, to infer rising inequality in relative incomes in the coming decades by extrapolating from recent trends.
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    Until now, the relentless march of technology and globalization has played out hugely in favor of high-skilled labor, helping to fuel record-high levels of income and wealth inequality around the world. Will the endgame be renewed class warfare, with populist governments coming to power, stretching the limits of income redistribution, and asserting greater state control over economic life?
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