Showing posts with label Well-being measurement issues. Show all posts
Showing posts with label Well-being measurement issues. Show all posts

Thursday, August 13, 2020

Is it possible to have sensible policy discussions about climate change?

 

Development of public policy depends to a large extent on sensible public discussion to filter out stupid proposals.  Climate change is no exception. The problem is that instead of having sensible discussions a lot of people just accuse one another of being deniers or alarmists, and use political stunts to advance or defend stupid policies.

It is easy to get the impression that most people can be classed as either deniers or alarmists, but surveys suggest to me that such extremists make up a relatively small proportion of the population of most countries. How many people get classified as deniers and alarmists is obviously influenced by the way these concepts are defined.

It makes sense to classify people as “deniers” if they claim climate change is “not a threat”. A survey by the Pew Research Center conducted in 2018 found that the percentages saying that climate change is not a threat vary substantially among the 26 countries included, from 21% in Nigeria to 3% in France and South Korea. Corresponding numbers were 16% in the U.S., 9% in Australia and 4% in Sweden.

The Pew survey found that in most countries a majority viewed climate change as “a major threat”, but it would be an exaggeration to label all those as alarmists. The people I describe as alarmists tend to say things like: “It is already too late to avoid the worst effects of climate change”. An international poll by YouGov, taken in 2019, found that people who say that vary from 20% of the population in France to 4% in Oman. Corresponding numbers were 10% in the U.S. and Australia, 8% in Sweden, 11% in Britain, and 6% in China.

False alarm

I was prompted to attempt to get a handle on the percentages of deniers and alarmists by my reading Bjorn Lomborg’s latest book, FalseAlarm: How climate change panic costs us trillions, hurts the poor, and fails to fix the planet. Lomborg sees climate change alarmism as a greater problem than denial. He suggests that the arguments of the deniers have been “thoroughly debunked” and approves of media refusing to give space to deniers. His main gripe is that media are “failing to hold climate alarmists to account for their exaggerated claims”.

However, it seems to me that different media outlets have different biases. Some pander to the prejudices of the noisy alarmists among their readers, while others pander to the noisy deniers. Unfortunately, the mass media no longer does much to promote sensible discussion of issues that have become politicized.

Lomborg’s book seems to me to advance a coherent viewpoint that could provide a basis for sensible discussion among people who are not wedded to extreme positions. His main points are as follows:

  • Climate change is real. The amount of CO2 in the atmosphere affects global temperature.
  • Global warming will have a negative impact on human well-being. Estimates of the likely damage from global warming by 2100 amount to a modest percentage of GDP (about 4%) if allowance is made for adaptation, fertilization (positive impacts of CO2 on crop yields and forest production) and the expanding bullseye effect (the tendency for more people to live in flood prone and fire prone areas).
  • If all nations met their promises under the Paris Agreement, that would have only a small impact on global warming.
  • With known technology and using the most efficient policy instrument to achieve Paris Agreement targets, the cost involved would be much higher (perhaps 3 times higher) than the expected benefits.
  • There is potential for research and development to reduce the cost of green energy alternatives to use of fossil fuels. However, governments are not meeting the commitments they have made to expand relevant R&D activities.
  • Carbon taxes and green energy innovation will not obviate the need for adaptation to a warmer climate over coming decades. Adaptation is a less costly option than attempting to reduce CO2 emissions to zero over the next few decades.
  • Geo-engineering is worth researching as a backup plan to be used as required, e.g. if the West Antarctic ice sheet starts to melt precipitately.
  • People in low-income countries will be better able to cope with the adverse impacts of climate change if they become wealthier. Holland and Bangladesh both have substantial areas of land below sea level, but Holland can afford infrastructure that enables it to cope better. 

 

My overall impression is that Lomborg has made a serious effort to focus discussion on things that are worth discussing. I have some reservations about his views, which I will mention below, but my initial focus is whether the book is generating useful discussion. I have found a couple of reviews by people who could be expected to challenge the argument that Lomborg advances.

Reviews

The first review is by Joseph Stiglitz, a Nobel prize winning economist. Stiglitz’s review was published in the New York Times. Rather than addressing the cost of current policies, Stiglitz appeals to an authority which he seems to view as infallible - an international panel chaired by himself and Lord Nicholas Stern – which apparently “concluded that those goals could be achieved at moderate cost”. I have not been able to find that conclusion in the report of his High-Level Commission, but I can’t claim to have read the document thoroughly. My brief reading left me with the impression that the costs will only be moderate if there is rapid progress in development of green technology. Stiglitz does not acknowledge that Lomborg advocates increased R&D for to promote more rapid development of green technology.

Stiglitz concludes by asserting:

Lomborg’s work would be downright dangerous if it were to succeed in persuading anyone that there was merit in its arguments”.

Rather than engaging in sensible discussion, Stiglitz seems to me to be intent on using polemics to defend alarmism.

Surprisingly, there has been more sensible review in “The Guardian”. That review is by Bob Ward, who is associated with the Grantham Research Institute on Climate Change at the LSE. Ward combines his review of Lomborg’s book with a review of Michael Shellenberger’s book, Apocalypse Never. Ward’s remarks are somewhat offensive - he labels the authors as “lukewarmers”, promoting a “form of climate change denial”. Nevertheless, he manages to acknowledge that they make legitimate criticisms of alarmism by environmentalists. He agrees that the world should be investing more in helping poor people become more resilient to climate change. He also expresses sympathy for the view that nuclear power has a role to play in creating a zero-carbon energy system.

My reservations

The main problem I see with Lomborg’s argument relates to the use of GDP as a welfare measure. As well as the usual problems in the use of GDP in this way, there is the additional problem that many of the costs of adaptation are counted as making a positive contribution to GDP. For example, infrastructure investment to build walls to hold back rising sea levels is counted as part of GDP. As such adaptation investment comes to represent an increasing share of total investment, it will crowd out other investments that have potential to enhance human well-being.

This line of reasoning reinforces the importance of R&D that has potential to reduce the cost of alternative energy and hence to reduce the cost of mitigation. If it becomes less costly to pursue greater mitigation over the next few decades, that can obviously reduce the combined total of damage and adaptation costs over the longer term.

My other reservation relates to something that is not central to Lomborg’s argument, as outlined above, but is difficult to let pass. It is his endorsement of the proposition that “if everyone does a little, we’ll achieve only a little”. That seems to me to promote unwarranted pessimism about the likelihood of success of the polycentric approach promoted by Elinor Ostrom.

In a paper presented to the World Bank in 2009, Ostrom suggested that rather than wait for national governments to take concerted action, the best way forward was multi-layered action by individuals and firms, as well as by local, state, and national governments. The polycentric approach is messy, but there are hopeful signs emerging that it is developing sufficient momentum to facilitate effective action. The individual actions of environmentally conscious individuals may not add up to much by themselves, but they seem to be inducing an increasing number of firms to modify their behaviour. Some firms are presenting an environmentally friendly image without doing much to back it up, but others seem to be actively planning for a carbon-free future. The announcement last year by the world's largest asset management firm, BlackRock, that it will put climate change at the centre of its investment strategy, seems to me to signify a substantial change in the way the game is being played. If enough firms adopt R&D, innovation and investment strategies based on expectations of a carbon-free future, those expectations will tend to become self-fulfilling.

Bottom line

Lomborg’s book is not likely to persuade many climate change alarmists (or deniers) to modify their views, but it provides a basis for the rest of us to have sensible discussions about policy options.

Thursday, March 26, 2020

How can governments mitigate the impact of COVID-19 on human flourishing?



This is an appropriate question for economists with an interest in public policy to be considering. It recognizes a possible role for governments and recognizes that an approach focused on human flourishing is likely to be more appropriate than one focused entirely on reducing the death rate or reducing adverse impacts on GDP.

The possible role for government stems from the perception that people who are most vulnerable would not able be to protect themselves adequately without some government intervention. People who know they are vulnerable have a strong incentive to practice social distancing, but personal circumstances often make that difficult. Without the threat of coercion, it is unlikely that we will see the degree of social distancing necessary to reduce the rate of spread of the virus. In that event, hospital services are likely to be over-whelmed by the number of people requiring treatment. 

As always, with government intervention, there is a risk that the cure will end up worse that the disease, but the risk is probably worth taking in this instance.

What is the appropriate indicator of human flourishing to be used as a policy objective? There isn’t just one! The prime candidates, per capita GDP and average life satisfaction both suffer from the same flaw – they don’t account for the impact of early death on the well-being of the dear departed. We should continue to consider the impacts of policies on death rates as well as their impacts on the well-being of the living.

Per capita GDP was never intended to be a measure of well-being, but it is relevant. Many factors that impinge on well-being – such as the ability of people to afford food, housing and health care – are influenced by per capita GDP levels. However, per capita GDP cannot account for impacts of coercive policy interventions, such as enforced home confinement, on psychological well-being.

Average life satisfaction seems to be a reasonable indicator of the average psychological well-being of groups of people. It is a poor indicator of economic and social progress because it doesn’t account for the extent that members of one generation perceive themselves to be better off, or worse off, than members of preceding generations. Fortunately, that deficiency is not pertinent for present purposes.
There is some evidence that lock-down and GDP decline have potential to have substantial negative impacts on average life satisfaction.

An article entitled ‘Health, distress and life satisfaction of people in China one month into the COVID-19 outbreak’, has recently been published by Stephen X Zhang, Yifei Wang, Andreas Rauch, and Feng Wei. The article is a pre-print and has not been subjected to peer review, but no major flaws are obvious to me. As might be expected, the study suggests that the life satisfaction of people with chronic medical conditions was adversely affected in locations with severe outbreaks of COVID-19.

However, the life satisfaction of people who exercised a lot was also adversely affected in locations with more severe outbreaks, suggesting frustration at restrictions imposed. Those who were able to continue to work had higher life satisfaction than those who had stopped work, with people who were able to work “at the office” having higher life satisfaction than those who worked at home.

The relationship between per capita GDP and average life satisfaction is complicated. Average life satisfaction is relatively high in countries with high per capita GDP, but tends to grow very slowly, if at all, as per capita GDP rises further in such countries.  However, there is some evidence suggesting that when per capita GDP falls in high-income countries, this is likely to be accompanied by substantial declines in average life satisfaction. Austerity in Greece reduced per capita GDP by about 26% over the decade to 2017 and was accompanied by a decline in average life satisfaction of about 20% (GDP data from OECD and life satisfaction data from World Happiness Report, 2020).

Hopefully, COVID-19 will result in much smaller declines in per capita GDP than in Greece. and economic recovery will be much more rapid.

What are the trade-offs involved in shut-down? The human welfare implications of shutting down large parts of an economy for an extended period are enormous. However, a short close-down of all those activities in which social distancing is difficult might be preferable to a less severe and more prolonged lock-down. Tomas Pueyo’s discussion of the hammer and dance (see graphic above) makes sense to me, even if the Hammer needs to last more than 3-7 weeks.

Social distancing and lock-down is an investment in buying time. Buying time for what? It can’t be for development of a vaccine. That will take too long!

It makes sense to buy time to build up the stock of respirators, ICU beds etc. to help cope with an influx of hospital patients needing treatment.

It also makes sense to buy time to obtain testing equipment that can give accurate results within a short time frame. Speedy and accurate testing has potential to enable infectious people to be detected and temporarily taken out of circulation, so that the rest of the population can return to something like normal life.

This post has not yet referred to stimulus packages. I support giving money to people to help them survive a crisis that is likely to depress aggregate demand. Please note, however, that what people can buy depends ultimately on what is produced. When an economy closes down the necessities of life tend to become scarce.

My conclusions:
  • Policies to mitigate COVID-19 should be considered from a human flourishing perspective rather than solely in terms of either minimizing deaths or minimizing damage to an economy.

  • The best policy seems to be to buy time by enforcing strict social distancing for a relatively short period rather than less strict distancing for a longer period. The policy aim should be to buy enough time to enable hospitals to cope better with an influx of patients and to put in place a testing regime that can enable life to return to something like normal as soon as possible.
Postscript: May 6, 2020
There isn’t a great deal of substance that I would like to change in this article with the benefit of 6 weeks hindsight. The graphs showing possible outcomes in terms of exponential growth and bell curves still look right. Some countries, including Australia, have moved along to the end of “the hammer” phase of the bell curve and are beginning the tricky “dance”. Perhaps infection rates may be greatly under-estimated and there is now considerable herd immunity, but I doubt it.

Although the governments of some countries are behaving abominably, at this stage I am confident that in Australia the intervention ‘cure’ (palliative might be a better word) will not be worse than the disease. To a large degree, the shutdown occurred spontaneously, with governments playing catchup, as large numbers of people stayed home, and businesses shut down. There has been some coercion, e.g. shutting of beaches in metropolitan areas and travel restrictions. Some police have risked public goodwill by excessively diligent (stupid) enforcement, e.g. picking on individuals sunning themselves in parks many metres away from any other human. Most people seem to be following social distancing rules because they accept that it is a sensible precaution to take for their own benefit and/or the benefit of others.

From an analytical perspective, I have been reminded that it is possible to incorporate deaths and economic considerations in a common metric if you try hard enough. Richard Layard, Andrew Clark et. al. have presented a WELLBY analysis that seeks to do that in a paper entitled, ‘When to release the lockdown: A wellbeing framework for analysing costs and benefits’. The authors use estimates of wellbeing-years (based on life satisfaction surveys) to balance the impact of policy decisions upon the number of deaths from COVID-19 against incomes, unemployment, mental health, public confidence and other factors (including CO2 emissions).

Their analytical framework looks elegant, but I am concerned about the implied policy context. It seems to me that this kind of analysis is more relevant to decision-making by a benevolent dictator (one applying utilitarian philosophy) than to a society where government should see its prime responsibility as protecting the lives and liberty of citizens.

Another article that has been brought to my attention is: ‘Some basic economics of COVID-19 policy’, by Casey Mulligan, Kevin Murphy and Robert Topel. This article looks at the trade-offs we face in regulating behavior during the pandemic.  It uses conventional cost benefit analysis to consider several possible policy objectives, including buying time and limiting the cumulative cost of a pandemic that will ultimately run its course. They conclude:
The key difference in terms of the optimal strategy is whether our focus is on keeping the disease contained. If the objective is to buy time, then our analysis favors early and aggressive intervention. This minimizes the overall impact … . In contrast, limiting the cumulative cost of a pandemic that will ultimately run its course argues for aggressive policies later, when they will have the biggest impact on the peak load problem for the health-care system and when they will have the greatest impact on the ultimate number infected”.

The authors conclude by listing some simple economic principles to guide how public policy should proceed when faced with a new but poorly understood pandemic. Those principles include buying time upfront, and using that time wisely to gather information to implement a screen, test, trace and quarantine (STTQ) policy. They suggest that both the “buy-time” and long-term containment strategies will have to be based on an effective STTQ policy.

The approach adopted by Mulligan et. al. of considering the nature of trade-offs and suggesting policy principles is more to my liking. If these authors had used their conventional cost benefit analyses to provide specific recommendations of the kind provided by Layard et. al. I would raise the same concerns about the implied policy context of advising a benevolent dictator, rather than informing a democratic political process.


I have misgivings about the valuation of life in both studies, but have not considered the relative merits of each approach, and have nothing better to offer other than directly considering the economic cost of saving lives under alternative strategies.  

Tuesday, January 7, 2020

"How dare you?"



I have stopped laughing about Greta Thunberg’s performance at the United Nations a few months ago.

At the time, I was amused by her quixotic antics in attacking world leaders. People who think they can change the world by staging tantrums do not deserve to be taken seriously. It was predictable that Greta’s outburst would have a negligible impact on climate change policies.

I was also amused by Greta’s misconceptions about the relationship between economic growth and climate change.

On reflection, however, those misconceptions are no laughing matter. They are more widely held than I had imagined, including among some people who have had a great deal more education than Greta. By making economic growth the villain, climate activists seem likely to antagonize many of the people who would like more action to be taken to reduce greenhouse gas emissions.

Global climate change is perceived to be a serious problem by a high proportion of the population in many different countries. However, there is much less support for action to be taken to limit greenhouse gas emissions. The obvious obstacle is the additional cost to consumers of transition to alternative energy sources (including the cost of energy storage and backup to ensure reliable supplies). The advocates of zero economic growth add another obstacle by telling people they will have to make huge changes in their lifestyles to mitigate climate change. The lifestyle changes required for adaptation may seem preferable to many people.

The nature of economic growth
Misconceptions about the relationship between economic growth and climate change stem largely from ignorance about the nature of economic growth.

When economists talk about economic growth, defined as an increase in the amounts of goods and services produced, some environmentalists just think of increases in the amount of stuff they don’t like. A little further thought might enable them to acknowledge that much additional stuff is being produced these days under environmentally friendly conditions. They might even be particularly fond of some additional stuff e.g. organic food, solar panels, electric cars and batteries. There are also some services they might like, such as health and education. 

Greta and her followers are probably concerned that economic growth requires us to dig up more and more natural resources until there are no more to be discovered. If that was true, it would be easy to understand why they might see endless economic growth as a fairy tale. However, growth in capital stock - created by transforming natural resources into equipment, buildings and infrastructure - typically accounts for only a small proportion of economic growth. In the 1950s, research by Robert Solow, a Nobel prize-winning economist, showed that only one-eighth of the increase in gross national product per man-hour in the United States between 1909 to 1949 could be attributed to increased capital stock. The remaining seven-eighth, which became known as the Solow residual, was attributed to technical change. Subsequent research has shown part of the Solow residual to be associated with improvement in labour skills, with the remainder, often described as total productivity growth (or multifactor productivity growth) being attributed to innovation, technological progress and the advance of knowledge.

Economic growth will probably end one day, but there doesn't seem to be anything inherent within the growth process that must bring that about. How do Greta and her followers propose to end economic growth? Do they propose to require people to take the benefits of technological progress in the form of more leisure, rather than more goods and services? Or do they propose to stop the advance of knowledge and innovation? 

The former approach seems more likely. It is certainly not unprecedented in human history for the advance of knowledge to come to a virtual standstill for long periods. However, it would be surprising to see the environmentalists of wealthy countries advocate policies to make that occur.

Environmental impacts of growth
If economic growth is largely about innovation, technological progress and the advance of knowledge, does it necessarily have adverse environmental impacts?  Of course not! In recent years, a significant amount of research, development and innovation has been directly related to development of alternative energy or other environmentally friendly activities.

Much of the other innovation that has occurred over the last decade or so - for example, improvements in communication technology - seems to have been benign in terms of its environmental impacts. It is possible to think of technological innovations that have raised environmental concerns, e.g. fracking and genetically modified crops, but that could hardly justify the blanket ban on innovation that is implicit in a zero economic growth scenario.

My view of growth
At this point some readers might have gained the impression that I am an advocate of endless GDP growth. That is not so. My reservations about GDP as a measure of well-being, and of GDP growth as a societal objective have been on display in articles I have written over the past 15 year (for example one on the priority given to economic growth in Australia, and one on the concept of Gross National Happiness).

As discussed previously on this blog, I advocate growth in opportunities for human flourishing - that is, growth of opportunities for individuals to live the lives that they aspire to have. If increasing numbers of individuals choose a lifestyle involving stable incomes and more leisure to one with rising incomes, I can see no reason to object (unless they want me to subsidize their lifestyle choice). In my view, there is certainly no case for governments to require or induce people to work harder or longer to foster growth of GDP.

However, it seems likely, even in high income countries, that for the foreseeable future the aggregate outcome of choices freely made by individuals as consumers and producers of goods and services will continue to involve economic growth. That outcomes seems likely, even in the presence of the minimal restrictions on individual freedom are necessary to achieve widely accepted environmental goals.

Those who urge the introduction of policies to stop economic growth are contemplating a great deal more interference with the rights of individuals to manage their own lives than could possibly be justified to pursue widely accepted environmental goals.

Bottom line
Despite substantial reductions in the cost of alternative energy that have occurred over the last decade or so, the cost of transition to alternative energy still seems to be a major obstacle to effective international action to reduce greenhouse gas emissions. Those who make the false claim that economic growth is incompatible with widely accepted environmental objectives are adding a further obstacle to effective international action.

Instead of frightening people by urging governments to impose huge changes in lifestyles on citizens, perhaps environmental activists could pursue their goals more effectively by making a case for further government funding of research to help make alternative energy more affordable.

Sunday, December 22, 2019

Which are the countries in which people have the best opportunities for psychological well-being?



This might seem like an odd question, so I will begin by explaining why I think it is worth considering.

Psychological well-being was identified in a recent post on this blog as one of five basic goods that a flourishing human would be expected to have. The post listed a range of aspects involved in psychological well-being: emotional stability, positive emotion, satisfaction with material living standards, engagement in doing things for their own sake and learning new things, perception of life as meaningful, a sense of accomplishment, optimism, resilience, vitality, integrity, and self-respect.

It seems reasonable to expect that opportunities for individuals to experience some of those aspects of psychological well-being might be greater in some countries than in others.

In compiling my list of aspects of psychological well-being, my starting point was the definition of psychological flourishing adopted by Felicia Huppert and Timothy So in their article ‘Flourishing Across Europe’ (published in Soc.Indic.Res. in 2013). These authors view psychological flourishing as lying at the opposite end of a spectrum to depression and anxiety. They identified 10 symptoms of flourishing (competence, emotional stability, engagement, meaning, optimism, positive emotion, positive relationships, resilience, self-esteem, and vitality) as the opposites of internationally agreed criteria for depression and anxiety (DSM and ICD). The study has previously been discussed on this blog.

My main modification to Huppert and So’s list is the addition of satisfaction with material living standards. In my view, people who feel miserable because they are dissatisfied with their material living standards are deficient in psychological well-being, even though they may not be suffering from the symptoms of depression or anxiety.

Despite my desire to modify the measure of psychological flourishing constructed by Huppert and So, it strikes me as providing a good basis for international comparison of psychological well-being. Unfortunately, this measure is only available for European countries, and for one year, 2006. That leads me to consider whether life satisfaction is a satisfactory alternative measure.

Is life satisfaction good enough?
The chart shown above suggests that, at a national level at least, the percentage of people who are satisfied “with how life has turned out so far” (ratings of 9 or 10 on a scale of 0 to 10) is a good predictor of psychological flourishing. In a simple linear regression, the percentage with high life satisfaction explains 83% of the inter-country variation in the percentage who are flourishing. (The chart was constructed using life satisfaction data from the 2006 European Social Survey used by Huppert and So to construct their psychological flourishing indicator.)

The idea that life satisfaction could a good enough measure of psychological flourishing might appear to be at variance with the findings of Huppert and So.  As discussed in an earlier post, Huppert and So found that only 46.0% of people who met the criterion for flourishing had high life satisfaction, and only 38.7% of people who had high life satisfaction met the criterion for flourishing.
 
However, the appropriateness of life satisfaction as an indicator of psychological flourishing depends on the purpose for which the indicator is to be used. If you want to know about an individual’s psychological well-being, it is hardly surprising that a single question about life satisfaction has been found to be a poor indicator. If your focus is on average psychological well-being at a national level, life satisfaction seems to be a good enough indicator because much of the measurement error at an individual level washes out in calculating national averages.

The countries with highest average life satisfaction
Average life satisfaction data from the Gallup World Poll is published annually in the World Happiness Report. This data set covers many countries and measures life satisfaction according to the Cantril ladder scale, with a rating of 10 being given to the best possible life and a rating of zero is given to the worst possible life.

In the 2018 survey, average life satisfaction ratings were greater than 7 in 15 countries: Finland, Denmark, Switzerland, Netherlands, Norway, Austria, Sweden, New Zealand, Luxembourg, United Kingdom, Australia, Canada, Costa Rica, Germany and Czech Republic. Average ratings tend to be fairly stable from year to year, but a decade earlier, Ireland, Spain, U.S, Israel, Belgium and France had average ratings above 7, and U.K, Costa Rica and Germany had ratings below 7.

Regression analysis undertaken by John Helliwell et. al. show that almost three-quarters of the variation in national annual average life satisfaction scores among countries can be explained by six variables: GDP per capita, networks of social support, healthy life expectancy, freedom to make life choices, generosity, and freedom from corruption. That list of variables has a strong overlap with determinants of other basic goods in my list of the five basic goods that a flourishing human could be expected to have. (See other posts in this series, here, here and here.) Apart from GDP per capita and healthy life expectancy, however, the data used in the analysis of Helliwell et al are based on perceptions of survey participants rather than objective measurement. (The analysis is a pooled regression using 1704 national observations from the years 2005 to 2018.)

Since my focus is on identifying countries where a person chosen at random would have the best opportunities, the median life satisfaction for each country would be a better criterion than the mean. Unfortunately, I don’t have access to such data at a national level. Estimates of median life satisfaction for broad regions (based on data here) suggest that median life satisfaction is typically lower than the mean. The difference between mean and median tends to be small for countries with relatively high life satisfaction: Western Europe (6.6 for mean cf. 6.4 for median) and North America and ANZ (7.1 cf. 6.9). The difference more substantial in some other parts of the world e.g. South East Asia (5.4 cf. 4.8).

Avoiding and reducing misery
In considering which countries offer the best opportunities for psychological well-being, countries with high average life satisfaction would be less attractive to risk averse people (most humans) if a relatively high proportion of the population of those countries nevertheless lived in misery. However, available evidence suggests that factors that lead to high life satisfaction also tend to reduce misery. For example, it is apparent from the graph below that the regions of the world with highest average life satisfaction tend also to have the lowest percentages with low life satisfaction.




A study by Andrew Clark et al for the World Happiness Report 2017 used data for the U.S., Australia, Britain and Indonesia to examine how much misery would be reduced if it was possible to eliminate one or more key determinants. The factors considered were poverty, low education, unemployment, living alone, physical illness, and depression and anxiety disorders. The authors found that the most powerful impact would come from the elimination of depression and anxiety disorders.

Conclusions
Life satisfaction is not a particularly good indicator of individual psychological well-being, but it seems to be a good enough indicator to use in international comparisons.
Countries with the highest average life satisfaction are characterised by relatively high income levels and life expectancy, accompanied by perceptions of strong social support, freedom and low corruption. The percentage of the population who are dissatisfied with life tends to be relatively low in such countries.

Monday, December 2, 2019

What determines opportunities for a long and healthy life?



This post is about the reasons why opportunities for people to live long and healthy lives are much greater in some countries than in others. In the preceding post the prospect of a long and healthy life was identified as one of five basic goods of a flourishing human.

So, which are the countries in which an individual chosen at random would be likely to have the best prospects of a long and healthy life? The OECD’s Better Life Index gives top ratings on health to Canada, New Zealand, Australia, Israel and Ireland. The health indicator used in that index may not be reliable, however, because it incorporates self-reported health along with life expectancy at birth to take account of the quality of life as well as its length. Self-reported health seems to be unduly influenced by cultural factors. For example, while life expectancy in Japan is among the highest in the world (more than 2 years greater than in Canada) less than 40% of people in Japan rate their health as good or very good (the comparable figure for Canada is 88%). 

Objective evidence published in The Lancet articles on Global Burden of Disease indicate that the difference between life expectancy and healthy life expectancy (the number of years people can expect to live in good health) is about the same in Japan and Canada (13 years for females and 10 years for males).

The Lancet study, which covers 195 countries and territories, indicates that healthy life expectancy (HALE) is highest in Singapore and Japan, but also relatively high in other high income countries. 

HALE is strongly correlated with life expectancy (LE). The difference between HALE and LE rises somewhat as LE rises: on average from 6.4 years for a country with LE of 50 years, to 10.8 years for one with an LE of 80 years. The difference is typically about 2 years greater for females than males, but LE for females is about 5 years greater than for males in middle and higher income countries.
The accompanying graph shows that substantial increases in HALE have occurred in many countries since 1990. The increases have generally been most pronounced in countries with relatively low life expectancy.

There seems to be little support for concerns that additional years of life are frequently not worth living. For countries with low LE in 1990, average increases in LE of 12 years were associated with increases in HALE of 10.5 years. For countries that already had high life expectancy in 1990, average increases in LE of 5 years were associated with increases in HALE of 3.7 years. It seems likely that many individuals would consider an additional year of life to be preferable to the alternative, even if accompanied by some ill-health.

Research seeking to explain differences in longevity among countries suggests that health care spending, higher income and education have beneficial impacts. An OECD study of 35 countries (mostly high-income) found that health expenditure made the greatest contribution to increased longevity (42 months) over the period 1990 to 2010, followed by education (15 months) income growth (13 months) and reduced smoking (5 months). The study found the impact of increased health spending to vary between countries, with relatively small gains in longevity experienced in the U.S. despite large increases in health care spending.

War and violent crime have a major impact on life expectancy in some parts of the world. For example, life expectancy among men who live in the north of Mexico apparently declined by about 3 years in the period 2005 to 2010 as a result of an increase in the homicide rate associated with drug wars.

Some of the important drivers of increased longevity have a common cause: health care spending has tended to account for a higher share of GDP as per capita GDP has risen. Econometric studies have suggested that this increased spending may be driven largely by demographic and technological factors, but income growth makes it possible.

The more fundamental determinants of opportunities for a long and happy lives are the factors contributing to the economic development that has led to high average income levels. There are virtuous circles involved in this process. As previously discussed on this blog, a plausible story of economic development also needs to take account of virtuous circles involved in interactions between culture and economic freedom. Where culture and economic freedom support markets, people have added incentives to gain reputations as being worthy of trust others in order to obtain the benefits of mutually beneficial exchanges. As people become more trustworthy and trusting, and more respectful of the rights others, they could be expected to support greater economic freedom. Economic freedom, and a culture supporting innovation, result in further economic development and economic development promotes a culture supporting greater economic and personal freedom. As part of this process, improvements in population health could be expected to contribute to higher labour productivity and further enhance income levels.

The economic development story outlined above implies that we should expect healthy life expectancy (HALE) to be higher, on average, in countries with higher levels of economic and personal freedom. In order to test that, HALE data for 155 countries have been matched with data from the Fraser Institute’s Human Freedom Index. The chart below shows that average HALE is about 10 years greater for the countries in the fourth quartile, with the highest freedom levels, than for countries in the first quartile, with the lowest freedom levels.


Conclusions
The countries in which a person chosen at random seems likely to have the best prospects of having a long and healthy life are characterised by high average income levels. Estimates of healthy life expectancy (HALE) published in The Lancet’s global burden of disease project are highest in Singapore and Japan. Since 1990, there have been substantial increases in HALE in most countries.
Health spending, income growth and education have contributed substantially to increased longevity. The more fundamental determinants of opportunities for people to have long and healthy lives are the cultural and institutional factors that have contributed to economic development. Evidence that high HALE is associated with high levels of human freedom supports an economic development story taking account of virtuous circles involving market freedom, cultures supporting freedom and health improvements.

Sunday, November 17, 2019

What are the basic goods of a flourishing human?




A good place to begin is with the discussion of the basic goods of “the good life”, by Robert and Edward Skidelsky in their book How Much is Enough (2012). The relevant discussion is in Chapter 6, entitled ‘Elements of the Good Life’. I published a somewhat critical review of the book on this blog some years ago, but I saw some merit in the authors discussion of human flourishing.

The authors adopt the following criteria to identify basic goods:
Universality: not specific to eras or cultures;
Finality: not just serving as a means to a more basic good;
Sui generis: not incorporated in some other good;
Indispensability: lack of the good leads to loss or harm.
I accept those criteria.

The authors identify the following seven basic goods:
  • Health: ‘‘the full functioning of the body, the perfection of our animal natures”.
  • Security: ‘‘an individual’s justified expectation that his life will continue more or less in its accustomed course, undisturbed by war, crime, revolution or major social and economic upheavals”.
  • Respect: an individual’s feeling that others ‘‘regard his views and interests as worthy of consideration, as things not to be ignored or trampled on”.
  • Personality: ‘‘the ability to frame and execute a plan of life reflective of one’s tastes, temperament and conception of the good”.
  • Harmony with Nature: ‘‘a sense of kinship with animals, plants, and landscapes”.
  • Friendship: ‘‘all robust, affectionate relationships”, including work relationships etc. as well as family relationships.
  • Leisure: “that which we do for its own sake”, not just time off work.


That list summarises 17 pages of discussion, so it may not do justice to the authors’ deliberations. Nevertheless, it provides a basis to consider whether items have been identified appropriately, and whether anything important has been left out.

Health is obviously an essential characteristic of a flourishing human. The authors want to discourage “an obsession with longevity”, but it is reasonable to assert that flourishing involves living healthily for the term of one’s natural life.

Security is important, but it serves as a means to other goods, including a long and healthy life and psychological well-being (an important omission from the authors’ list of basic goods).

Having others respect of one’s views and interests feels good, but it isn’t indispensable to individual flourishing. Respect for one’s natural rights (life, liberty and property) is certainly indispensable, but serves as a means to other goods, including the ability to live a long and healthy life, interact with others for mutual benefit, and to the acquire human and physical capital that contributes to flourishing.

“Personality” does not seem to capture adequately the ability to frame and execute a plan of life reflective of one’s tastes, temperament and conception of the good. The authors use the term personality, rather than autonomy or practical reason, because it implies “spontaneity, individuality and spirit”. Those aspects of personality could be more appropriately incorporated under psychological well-being. The basic good corresponding to framing and executing a plan of life seems to me to be best described as accepting responsibility for self-direction.

Living in harmony with nature is important to human flourishing, and not just because of environmental impacts on human health and well-being. As I see it, the motivation for living in harmony with nature stems from deep-seated intuitions about our kinship with other living things.

Friendship doesn’t seem the most appropriate word to capture the wide variety of relationships that the authors put under this heading. The relevant basic good seems to me to be positive relationships.

Leisure is usually thought of as time off work, rather than engagement in doing things for their own sake. Martin Seligman uses the term ‘engagement’ to refer to the relevant basic good in his book Flourish (2011).

The other four elements of well-being identified in Seligman’s PERMA acronym (discussed here) are positive emotion, relationships, meaning and achievement. Of these, Skidelsky and Skidelsky only directly acknowledge relationships as an element of the good life. It seems to me that positive emotion and a sense of achievement are essential characteristics of a flourishing human.

Meaning requires a little more discussion. Seligman defines ‘meaning’ as belonging to and serving something that you believe is bigger than the self. This makes sense if serving the self means pursuit of personal pleasure. Those who see their lives as meaningful could be expected to value more things in life than their own pleasure.

So, here are the basic goods that I would expect a flourishing human to have:
  1.  The prospect of a long and healthy life.
  2. Wise and well-informed self-direction.
  3.  Positive relationships with family, friends, colleagues, acquaintances and trading partners.
  4. Psychological well-being: emotional stability, positive emotion, satisfaction with material living standards, engagement in doing things for their own sake and learning new things, perception of life as meaningful, a sense of accomplishment, optimism, resilience, vitality, integrity, and self-respect.
  5. Living in harmony with nature.

What do I plan to do with this list? My interest is in the factors that lead to differences in opportunities for human flourishing in different countries. For example, which are the countries where some person chosen at random is likely to have the best prospects of a long and healthy life? How can we explain why the prospects for that individual are better in those countries?
Such questions will be explored in later posts.

Friday, September 15, 2017

What was Aristotle's secret of happiness?


Aristotle held that being happy is the same as living well and doing well – it involves fulfillment of potentials inherent in each individual human. From this perspective, happiness is activity in conformity with virtue. It is acquired through practice in much the same way as one might learn an art or craft. Aristotle’s view rests on the view that emotions are not inherently good or bad. Virtue lies in avoiding excess or deficiency:
For example, one can be frightened or bold, feel desire or anger or pity, and experience pleasure and pain in general, either too much or too little, and in both cases wrongly; whereas to feel these feelings at the right time, on the right occasion, towards the right people, for the right purpose and in the right manner, is to feel the best amount of them, which is the mean amount - and the best amount is of course the mark of virtue. And similarly, there can be excess, deficiency, and the due mean in actions. Now feelings and actions are the objects with which virtue is concerned; and in feelings and actions excess and deficiency are errors, while the mean amount is praised, and constitutes success; and to be praised and to be successful are both marks of virtue.” Nicomachean EthicsBook 2.


Aristotle acknowledged “happiness does seem to require the addition of external prosperity”, but he regarded notions that happiness can be identified with wealth, pleasure, health, honour or good fortune as superficial.

Aristotle’s view also differs from the modern view of happiness as a state of contentment, as satisfaction with life, or as the absence of symptoms of depression.

Many psychologists maintain that since Aristotle’s teachings on happiness were about ethics - how people should live their lives – they have little relevance to the question of what makes people happy. Subjective well-being research has been dominated by the view that happiness is about the balance between pleasant and unpleasant emotions. Even the use of life satisfaction, which has some cognitive content, has been grounded largely in utilitarian philosophy. More recently, some researchers have sought to introduce eudaimonic considerations by asking respondents about feelings of autonomy and competence, the quality of personal relationships and whether they feel that their lives are meaningful.

Aristotle would not have accepted a distinction between living a virtuous life and living a pleasant life. He maintained: “happiness is at once the best, the noblest, and the pleasantest of all things”. Similar views have been expressed by some modern philosophers. For example, Neera Badhwar writes: “the integration of emotional dispositions with intellectual (especially deliberative dispositions), which is required by virtue, makes virtue highly conducive to happiness, since a common source of unhappiness is conflict between our emotions and our evaluations” (Well-being, Happiness in a worthwhile life, p 152).

Can Aristotle’s view about the desirability of minimising the excess or deficiency of emotions be tested empirically? Some conditions need to be met before empirical testing is possible. First, we need a measure of human flourishing. In the absence of anything better, we might need to be prepared to accept some standard measures of life satisfaction, for example, as an indicator of human flourishing. Second, we need to be able to accept that the individual is an appropriate judge of “right feelings”, so that any excess or deficiency of emotion can be measured as the difference between right feelings and actual feelings. I’m not sure whether Aristotle would have accepted the second condition, but I don’t have a problem with it.

Some such testing has been reported in a recent article entitled ‘The Secret to Happiness: Feeling Good or Feeling Right?’  by Maya Tamir, Shalom H. Schwartz, Shige Oishi, and Min Y. Kim. The study was based on a cross-cultural sample of 2,324 participants from 8 countries around the world. The researchers used statistical analysis to explain happiness in terms of the discrepancy between desired and actual emotion. Their analysis controlled for experienced emotion, desired emotion and some other variables. They measured happiness both as life satisfaction and the absence of depressive symptoms. The analysis focused on four categories of emotion: self-transcending emotions (love, affection, trust, empathy, compassion); negative self-enhancing emotions (anger, contempt, hostility, hatred); opening emotions (interest, curiosity, excitement, enthusiasm, passion); and conserving emotions (calmness, relaxation, relief, contentment).

As expected, the researchers found that people were happier the more they experienced pleasant emotions and the less they experienced unpleasant emotions. However, they also found that people were happier when they experienced smaller discrepancies between the emotions they experienced and the emotions they desired.

In accordance with the Aristotelian prediction people were happier when they felt the emotion they desired, even when that emotion was unpleasant.

The authors concluded:

“The secret to happiness, then, may involve not only feeling good but also feeling right.”

The authors note that their findings are consistent with two different interpretations: happiness is related to experiencing the emotions one desires, or happiness is related to desiring the emotions one experiences. In either case it may be reasonable to speculate that awareness of a discrepancy between desired and experienced emotion leads people to engage in struggles that make them unhappy – whether they are struggling to change their cognitions or their emotions.

What advice would Aristotle offer to a person who felt unhappy as a result of a discrepancy between desired and experienced emotion? Would he tell that person to obtain cognitive behavioural therapy (CBT) to help bring their emotions under the control of reason? He certainly emphasized the importance of practical reason, so he might have seen merit in CBT.

It is important to keep in mind, however, that the context in which Aristotle advocated “right” emotions was more about the nature of virtue than about the emotional benefits of self-control, even though he recognised the latter aspect. In modern terms, it seemed to me that Aristotle’s discussion of the virtue of emotional moderation translates to a discussion about values. The message I take is that to have lives worth living we need to look our values and to behave like the persons we want to become.

Saturday, November 12, 2016

How can we measure human flourishing?



This graph suggests that, at a national level, three quite different indicators of human flourishing tell a similar story about human flourishing. The opportunity measure, shown on the horizontal axis, encompasses economic freedom, income, education, health and environmental performance. The thriving measure, shown on the vertical axis, shows the percentage of the populations who are positive about their present life situation and optimistic about the next five years. The measure of psychological flourishing, shown by the size of the bubbles, reflects the percentage of the populations whose responses to questionnaires indicate competence, emotional stability, engagement, meaning, optimism, positive emotion, positive relationships, resilience, self-esteem, and vitality. 

The focus on European countries was dictated by the data source on psychological flourishing:  an article by Felicia Huppert and Timothy, ‘Flourishing Across Europe’ (published in Soc.Indic.Res. in 2013). The thriving data is from Gallup World Polls using the Cantril scale which asks people to evaluate their lives relative to the best possible and worst possible life. The opportunity measure was created using methodology described in Chapter 6 of my book, Free to Flourish.

The graph raises such questions as whether Scandinavian countries will be able to sustain high rates of thriving and psychological flourishing in future without further expanding individual opportunities.

However, I want to focus in this post on how we came to measure human flourishing in three different ways and what the different measures tell us.

First, consider measures of opportunity. GDP per head of population has been used by economists as a rough measure of well-being for many decades, even though its potential shortcomings for this purpose have been well known since the concept was developed in the 1930s. Recognition of such problems led to efforts to take account of longevity and education, in the UNDP’s Human Development Index, and of a wider range of indicators of the quality of life in the OECD’s Better Life Index and similar indexes - including the opportunity index used in the graph. All those indexes can be viewed as measures of opportunity; they are not direct measures of well-being or human flourishing. It is possible to be wealthy, highly educated and have good physical health and yet to be deeply unhappy.

Second, there are attempts to measure well-being directly using surveys asking individuals to give a simple numerical rating to their happiness or their satisfaction with their lives.  The data on thriving shown in the graph are based on subjective well-being assessments of that kind.

The meaning that should be given to life satisfaction ratings is less obvious than the meaning of happiness ratings. The happiness question clearly elicits responses about feelings. Available evidence suggests that life satisfaction ratings reflect evaluations of lives rather than momentary feelings. Research by John Helliwell et al for The World Happiness Report shows that a large part of variation in life satisfaction ratings among countries can be explained by differences in income levels, social support, freedom to make life choices, generosity and perceptions of corruption.

Analysis of data from long-running national panel surveys for Australia, Germany and Britain provides evidence that adaptation and resilience tend to restore life satisfaction to previous levels following positive and negative changes in circumstances. Nevertheless, recent research by Bruce Headey and Ruud Muffels suggests that most people go through periods of their lives when they have relatively high and relatively low life satisfaction. Positive feedback loops between life satisfaction and variables such as health, social support, frequency of social activities, and satisfaction with work and relationships partly account for extended periods of high or low life satisfaction.

As I have discussed in a previous post, evaluations of life satisfaction can also be interpreted as frames of mind, which influence the extent to which people experience positive emotions. Monty Python (and many philosophers and psychologists) tell us that people who have a disposition to look on the bright side of life are better able to maintain relatively high life satisfaction. The evidence that life satisfaction is influenced by dispositions that are attributable to genetics also supports a frame of mind interpretation. People in Denmark are apparently particularly favoured by genes that promote high life satisfaction.

The main reservation I have about the tendency to use of life satisfaction as the gold standard in measuring human flourishing stems from evidence (for example, findings of research by Daniel Benjamin, OriHeffetz, Miles Kimball and Nichole Szembrot)  that when faced with relevant choices people rank life satisfaction less highly than other criteria such as the overall well-being of their family, being a moral person, having a meaningful life, and having many options and possibilities in life and freedom to choose among them. Some of the findings of this research are not easy to understand, but those noted above are, at least, consistent with the choices people could be expected to make when they exercise their practical wisdom.

That leads me to the third approach to measurement of human flourishing: the eudaimonic approach, which draws some inspiration from ancient Greek philosophers.  In their research, referred to above, Felicia Huppert and Timothy So viewed flourishing as lying at the opposite end of a spectrum to depression and anxiety. The authors identified 10 features of positive well-being: competence, emotional stability, engagement, meaning, optimism, positive emotion, positive relationships, resilience, self-esteem, and vitality.  As noted in my previous discussionof this study, an important finding was that was that the individuals identified as flourishing did not correspond very closely to those identified as having high life satisfaction. For Europe as a whole, the percentage who were both flourishing and had high life satisfaction was 7.3%. Among people who met the criterion for flourishing, 46.0% had high life satisfaction, and among people who had high life satisfaction, 38.7% were flourishing. (The correlation between life satisfaction and flourishing was only 0.34.)

As the philosopher Daniel Haybron has observed recently, there is no consensus among eudaimonic psychologists about what their measures of well-being should look like. Dan Haybron has provided what seems to me to be a good account of the “philosophical basis of eudaimonic psychology” in a chapter of that name in J Vitterso (ed.) Handbook of Eudaimonic Well-being.  I don’t agree with him on the question of whether it is possible for the wicked to flourish, but I don’t think that impinges greatly on the measurement issues. Haybron argues cogently that the main factors that should be targeted in eudaimonic measures of psychological well-being are:
  • Agency - personal development, competence and autonomy
  • Relationships - close personal relationships, social enjoyments, community trust etc.
  • Meaning - engaging in activities that are meaningful or worthwhile
  • Emotional well-being - endorsement (or positive emotion) engagement and attunement (tranquillity or peace of mind).

He also acknowledges the importance of some other factors that researchers may wish to measure: authenticity, knowledge and virtue.

In my view Haybron’s contribution should provide a useful basis for further consideration of these matters by psychological researchers, but any consensus they reach will inevitably be somewhat arbitrary and tenuously related to the perceptions of individual survey respondents about the factors that are important to their own flourishing.

I end by raising a couple of questions:
First, how should researchers determine what weights should be given in combining ratings of factors targeted in their surveys? My answer, very briefly, is that this should be left to the practical wisdom of survey respondents. I considered the question here.


Second, would it be enlightening to attempt to combine measures of economic opportunity with measures of psychological flourishing? My initial thought is that before considering that question we should have a clear view of the purpose(s) for which such a combined measure might be more useful than separate indicators of economic opportunity and psychological flourishing. I can’t think of any right now.

Postscript: 

Dan  Haybron has provided the following comments:

Very nice post! It might be useful to see your opportunities index related to the capabilities framework, which in my view is really just a kind of opportunity approach--and possibly better framed as a matter of opportunities (though maybe the connotations of the latter aren't always helpful). 

I suspect policy should consider well-being/outcome and opportunity metrics, and also don't see any clear rationale for combining them, except perhaps in some still broader index including lots of other stuff as well. In my work on capabilities, I suggest that the latter better captures something like parents' concern that their kids have good opportunities (so push them in school), which is distinct from a wish that they be happy/do well, which can sometimes be in tension with giving them the best opportunities. (If your kid goes to Harvard, great opportunities, probably not so happy.) Though in line with your graph, I assume they generally tend to be positively correlated.

On life satisfaction (LS)  measures: you point to one of the odd features of the Benjamin et al work, which generally seems to undervalue emotional goods as well. I suspect the setup skews answers misleadingly on things like that (though I think their work is really cool). But also, partisans of LS should not be bothered by that result: the smart position is to allow that LS itself isn't very important (hence the responses), but is very useful as an indicator of success in the things people do care about. So if LS is a valid measure, it should reflect all those other things, in proportion to how much people care about them. i suspect the Benjamin et al framework might be used to help test LS measures: are they sensitive enough to what people actually care about? Or do they lean too heavily on information that is chronically salient, like day-to-day material concerns? 

Sunday, July 17, 2016

Will the Ems flourish?

You should be interested in this question because some of your descendants might become Ems during the next century or so. 

Ems are the human-like robots that will be created by emulation of human brains. The emulation process will involve scanning an individual’s brain to record its particular cell features and connections and then building a computer model that processes signals according to those same features and connections. Ems will think, feel and behave like the humans from whom they are created. They will assume they have consciousness and free will, just as humans do.


That view of Ems is presented by Robin Hanson in his recently published book, The Age of Em.

The Age of Em is not the most difficult book I have ever tried to read, but of all the books I can claim to have actually finished reading, I have possibly had greatest difficulty finishing this one. It wasn’t the technical material in the book that put me off. Robin has explained enough of it well enough for non-technical readers like me to get the gist of the scenario being portrayed. I just became bored reading about the Ems. I persisted only because I feel that more of us (humans) should be taking an interest in the future of human-like entities.

Others also seem to have become bored reading about the Ems. In the Finale of his book Robin indicates that a “who cares” attitude was common among people who read early drafts of the book, and among those who declined to read. It would certainly have been easier for me to adopt that attitude than to finish reading the book.

In writing about the Ems, Robin Hanson has attempted to predict what is likely to happen, rather than to present a vision of what he would like to happen. He suggests that the Ems will mostly live in a few tall, hot, densely packed cities, which will seem harshly functional when viewed in physical reality, but will look spectacular and stunningly beautiful in virtual reality. Humans will live far from the Em cities, mostly enjoying a comfortable life on their Em-economy investments.

A distinguishing characteristic of the Em economy will be the ability of Ems to replicate themselves at relatively low cost. Robin suggests that there will be enough Ems willing to make copies of themselves to greatly lower wages to a level near the full cost of computer hardware needed to run Em brains. Under that Malthusian scenario, wages of most Ems will be so low that they will barely be able to afford to exist, even though they will be working hard half or more of their waking hours.

Most Ems will have office jobs, and work and play in spectacular virtual realities. Many of them will enjoy high status during their working lives because they will have mental capacities many times those of human brains. They will be slowed down after retirement, but will have the opportunity to live for as long as Em civilization persists.

Robin suggests that the Em future, as he portrays it, might look pretty good in terms of utilitarian evaluation criteria. Even with wages close to subsistence levels, Ems would have great opportunities for entertainment via virtual reality, and they would live long lives. If there are many billions or perhaps even trillions of them, as Robin suggests, utilitarian calculus would conclude that the Age of the Ems would see a big increase in total happiness relative to our world today.

That view seems to me to highlight the deficiencies of crude utilitarianism. The quality of life of the typical Em, as portrayed by Robin, strikes me as being lamentable. I predict that most humans faced with the choice of whether to live such a life, or the life of an average human, would choose to live the life of a human. Since Ems would inherit our values, I predict that most of them would also reject the life offered by their hot houses of virtual reality in favour of a more authentic life closer to nature. The choices involved are similar to those posed by Robert Nozick in his famous experience machine thought experiment (discussed previously on this blog in a post that has recently been re-published on Common Sense Ethics).

That brings me to what seems to me to be a major flaw in the scenario that Robin Hanson posits. I think he misjudges human values and preferences when he suggests that large numbers of humans and Ems would be willing to make copies of themselves under circumstances where Em wages were low and falling. As advances in technology have made it easier for humans to exert greater control over their own reproduction they have used that power to ensure their offspring have good prospects to have lives they will value. Ems might view their replication decisions differently, but I don’t see why they would choose to bring into the world large numbers of twins earning subsistence wages.

The other problem I have with Robin’s scenario is that I think he may be too pessimistic about the potential for Ems to increase their productivity by expanding their use of non-Em robots, as an alternative to replicating themselves. As Ems obtain more advanced capital to work with (including non-Em robots) their marginal productivity could be expected to rise, thus tending to raise wage rates.

This book is based on the assumption that brain emulation is likely to happen before artificial machine intelligence develops to the point where machines will achieve broad human level abilities. I don’t have the technical competence to comment on whether that is likely. Some issues relating to the latter possibility were discussed in my review of Nick Bostrom’s book, Superintelligence. The idea that human-like robots may be created through brain emulation at some time during the next century does not fill me with joy, but life might be better for humans (and Ems) if the Ems are created before the intelligent machines, so they can prevent them from running amok.


Despite my reservations about this book, I recommend that readers should buy it in order to give Robin Hanson appropriate encouragement for his efforts in attempting to foresee the future of human-like creatures. An even better reason to buy the book is to try assess for yourself whether Robin’s base-line scenario is plausible.