My Knowledge Society Index May 19, 2011
Posted by David in Economics, Politics, The Social Sciences.Tags: Knowledge society, post-industrialism
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I like to play around with statistics, which is probably a reflection of the fact that I started my academic life by majoring in that subject. Lately, I have spent some time researching the transition from an industrial to a post-industrial society. One of the questions that arises in that context is the problem of measurement: how does one measure the relative post-industrialism of different societies? Ideally, this should be done at the level of functional urban regions, but the problem is that a lot of variables are only measured at the national level (which may not matter much for small nations such as Denmark and the Netherlands, but conceals wide regional disparities in places like the United States and China).
Anyway, I constructed a national “Knowledge Society Index” consisting of the following factors (sources in parentheses): purchasing power (UNDP), life expectancy (UNDP), literacy (UNDP), educational enrolment rates (UNDP), absence of political corruption (Transparency International), freedom of expression (Freedom House), postmaterialist values (World Values Survey), tolerance of homosexuality (World Values Survey), and scientific output measured as number of journal papers originating in one of the world’s 500 top-ranking universities, controlling for population size (Shanghai Jiaotong University). This implies that only countries that have at least one of the world’s 500 most productive universities are included as real or potential “knowledge societies,” and that a knowledge society is seen as a society that is rich, healthy, generally educated, research-intensive, postmaterialist, tolerant, non-corrupt, and with effective freedom of speech. Being best in each individual category would imply a score of 100, but since different countries top different index components, the index looks like this (note: Greece, Hong Kong, and Israel are excluded due to incomplete data):
- Sweden 88
- Switzerland 85
- Netherlands 79
- Denmark 77
- Finland 75
- Canada 73
- Norway 72
- Australia 67
- United Kingdom 67
- Belgium 67
- Germany 63
- United States 62
- New Zealand 59
- Austria 58
- Singapore 58
- Ireland 57
- Slovenia 56
- France 54
- Spain 52
- Japan 51
- Italy 50
- Czech Republic 46
- Portugal 45
- Taiwan 45
- Chile 44
- South Korea 42
- Argentina 38
- Poland 38
- Brazil 37
- Mexico 37
- Hungary 35
- South Africa 33
- Thailand 30
- India 28
- Russia 25
- China 24
So Scandinavia, Switzerland, the Netherlands, and Canada are most consistent in exhibiting characteristics that one would expect in post-industrial, postmodern societies. My guess is that certain regions in the United States also would end up in this category. But Italy is clearly too corrupt and their universities are not very impressive, while Japan and France are too materialist and intolerant.
A New Gay Index May 17, 2010
Posted by David in The Social Sciences.Tags: creative cities, Gay Index, Knowledge society, Richard Florida, Tolerance
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Richard Florida stresses the importance of tolerance in post-industrial creative cities, since tolerance encourages creativity and imagination. He has become associated with a “Gay Index,” which measures the gay proportion of the general population in different metropolitan regions. He argues that gay people are attracted by tolerant environments, and thus they tend to flock to the most tolerant cities. And it’s exactly a tolerant environment that is needed for creativity, entrepreneurship, and innovation. Consequently, he argues that his Gay Index is a good predictor of regional economic performance in the post-industrial economy.
This assertion is not without its critics. It goes without saying that people associated with the US Religious Right are unimpressed. But there have also been more scholarly critics, such as Ed Glaeser of Harvard, who claims that the only thing that matters is human capital as conventionally measured, as has always been the case.
In my new book (English translation of title: “The Future of the Oresund Region: The Values of a Young Generation”), I set about investigating tolerance as a value (not as an assumption with observable revealed-preference outcomes, which is Florida’s approach). First I did a macroanalysis at the national level, comparing six different types of tolerance by looking at simple correlations with different measures of economic development, particularly the Human Development Index, the Corruption Perceptions Index, the Press Freedom Index, and an index of scientific publications per capita.
The analysis revealed correlations in the +0.5 to +0.8 range for all studied tolerance measures, using results from the World Values Survey. The tolerance measures were the following: justification of homosexuality, divorce or prostitution, and acceptance of gay, immigrant or other-race neighbors. I also included Inglehart’s postmaterialism index (correlations between 0.5 and 0.6). There was an important conclusion: the single best predictor of development, whether measured as HDI (income/health/education), absence of corruption, freedom of expression or science production is the degree of justification of homosexuality, closely followed by acceptance of gay neighbors! This was followed in turn by justification of divorce, postmaterialism, justification of prostitution, acceptance of other-race neighbors, and acceptance of immigrant neighbors. Moreover, partial correlation measures also supported tolerance toward gays as the most important variables.
I then proceeded to analyze tolerance among young people in the Oresund region. Generally speaking, most young people can accept gay neighbors (between 85 and 90 percent). But it was still the single best predictor of a host of variables associated with the post-industrial society. Not unexpectedly, tolerance toward gays is most strongly associated with women in college-track educational programs. More interesting is the fact that tolerance toward gay neighbors has a strong positive association with the attractiveness of knowledge-oriented occupations (e.g. scientist, engineer, physician) and an even stronger positive association with the attractiveness of “artist/entertainer.” It has a strong negative association with manual occupations (construction worker, car mechanic etc.). In addition, tolerant students are over-represented among those who list “interesting work” and “music/art” as among their four top life priorities. Tolerance toward gays is also positively associated with geographical mobility and with other kinds of tolerance.
A geographical analysis revealed that the overwhelming majority of young people in Zealand (Denmark) and of young women in Scania (Sweden) can be described as tolerant. But there is a sizable intolerant minority among young Scanian men. Intolerance is especially over-represented among men in vocational schools. Landskrona, Helsingborg, Angelholm and other municipalities in the north-western part of Scania are especially well-endowed with intolerant young men. In some of these places, as many as a third of the population of 19-year-old men do not only reject gay neighbors, but also Jewish, other-race, or different-language neighbors. Even greater shares reject Muslim, immigrant or Romani neighbors.
Analyzing the statistical association between general intolerance and one’s favored society (among male students) produced a remarkably clear result. Among those who accept all kinds of neighbors, 80 percent did not think that “industrial society” is the most attractive type of society. They favored the given alternatives, which were “the knowledge society” and “ecological society.” Among students who disliked at least 5 of 10 mentioned “out-groups,” the corresponding result was that 60 percent prefer an industrial society, which was described as a society where manufacturing is the most important economic activity.
I think values regarding homosexuality is a very useful complement to Florida’s gay index. Florida claims that gays are over-represented in places with “talent and technology.” I claim that the relative justification of homosexuality and acceptance of gay neighbors are the two best indicators of national standard of living, absence of corruption, freedom of expression, and scientific output. And acceptance of gay neighbors (the justification question was not included in the questionnaire) is the single best predictor of the attractiveness of knowledge-based and creative occupations, the willingness to move to another city, and the importance attached to work content (relative to salary). It is also a very good predictor of other types of tolerance and postmaterialism, but these latter measures are not as good at predicting non-tolerance variables.
We can also say something about the geography of the future on the basis both of Florida’s Gay Index and my New Gay Index. According to Florida, the future belongs to cities like San Francisco, San Diego, Austin, and Boston. On the basis of nation-level data, it seems as if the future belongs to Scandinavia, Switzerland, the Netherlands and three English-speaking countries: Canada, Australia, and the UK. And on the basis of my microlevel data it seems to belong to college-educated women in creative occupations in large cities and college towns. The people of the past are working-class men in areas with high unemployment (but that’s not really a surprise, is it?)