A new report from the Pew Charitable Trusts’ Economic Mobility Project — an initiative that brings together experts from Pew, the Brookings Institution, the Urban Institute, the American Enterprise Institute, and the Heritage Foundation — suggests that the American Dream of upward mobility is in trouble. In particular, the report makes these two attention-grabbing findings:
1. Americans have less relative income mobility (as measured by the relationship between parents’ and children’s incomes) than many other industrialized countries, including France, Germany, Sweden, Canada, Finland, Norway, and Denmark. In other words, the so-called land of opportunity isn’t all it’s cracked up to be.
2. The median income of American men aged 30-39 in 2004 is slightly lower than that of their counterparts in 1974. In other words, American men today are worse off than their fathers’ generation.
In predictable response, Kevin Drum expresses gloating schadenfreude here.
In this post I’ll focus on the first claim about intergenerational mobility. Here are some preliminary thoughts:
1. First, the bottom line: is measured income mobility between generations really on the decline in the U.S.? Not according to Gary Solon of the University of Michigan, who is probably the leading American researcher in the field. (He is on the advisory board of the Economic Mobility Project.) His most recent research on the subject, in a paper co-authored with Chul-In Lee, concludes that “intergenerational income mobility has not changed dramatically over the last two decades.”
So, to the extent that the vitality of the American Dream has something to do with measured intergenerational income mobility, that dream seems alive and well.
2. OK, so how do experts measure intergenerational income mobility anyway? Using survey data that tracks the income of the same individuals and families over time, researchers compare the income of parents at some specific age or age range to incomes of children at the same or other ages. As I understand it, perfect correlation between parents’ and children’s incomes is measured as an “elasticity” of 1, whereas a lack of any correlation would correspond to an elasticity of 0. In other words, the lower the elasticity, the more random the pattern of parents’ and children’s incomes — and the higher the measured level of intergenerational mobility.
So mobility means both upward and downward mobility. This isn’t a measure of how much better kids are doing than their parents. Rather, it’s a measure of the lack of connection between how parents did and how their kids are doing.
3. What factors can influence the level of measured mobility? Solon has developed a model based on the insight that income is a return to human capital. According to Solon’s model, intergenerational income elasticity is a function of: (1) the heritability of human capital; (2) parents’ investment in their children’s human capital; (3) returns to human capital; and (4) the progressivity of public investment in human capital (public health, education, etc.). Elasticity varies positively with factors (1) through (3) (i.e., the higher the values for factors (1) through (3), the higher the elasticity and the lower measured mobility) and inversely with factor (4) (i.e., more steeply progressive public investment in human capital reduces elasticity and ups mobility).
4. OK, let’s turn now to the Pew report’s finding about relative mobility in the U.S. and Europe. The data cited by Pew come from this study by Miles Corak. Let’s assume for the sake of argument that Corak’s numbers are rock solid. The question then is: what do they mean?
Using Solon’s model, let’s look at the four factors that influence mobility. Presumably heritability of human capital is the same on both sides of the Atlantic, so that can’t explain the differences in measured mobility. That leaves three other possibilities: (1) American families invest more heavily in their kids’ human capital than do European families; (2) returns to human capital are higher in the U.S. than in Europe; and (3) public investment in human capital is more progressive in Europe than in the U.S. I don’t know about (1) and (3), but (2) certainly looks plausible.
But if that’s the case, it means that, at least to some extent, measured intergenerational mobility in the U.S. is relatively lower because the payoff for talent and hard work (surely conscientousness and diligence are forms of human capital) is higher here.
Which suggests that the concept of measured intergenerational income mobility might not always be terribly illuminating. After all, what we’re trying to get at here is whether we live in some kind of rigid class structure where kids of poor parents are doomed to be poor themselves. And a system where the rewards for talent and hard work are relatively high seems like the opposite of a rigid class system.
If continental Europe truly were more open and less stratified than we are, then why are Europeans worried about a “brain drain” to the supposedly class-stratified U.S. and U.K. (the only country in Corak’s survey to score lower than the U.S. on intergenerational mobility)? Why in particular did Nicholas Sarkozy make a campaign stop in London and urge the estimated 300,000 French expat’s living in the U.K. to come home and “make France a great nation”?
The second big claim in the Pew report — that American men in their thirties make less than did men in their fathers’ generation — is just a rehash of the familiar argument that median real incomes have been stagnating since the ’70s. I’ll have a thing or two to say about that in my next post.
UPDATE: I should point out that Solon and Lee’s estimate of intergenerational mobility trends is by no means the only one out there. Indeed, they write:
The research conducted so far on intergenerational mobility trends has produced wildly divergent estimates. In this paper, we argue that this confusing array of evidence is partly an artifact of imprecise estimation, which in turn has stemmed from inefficient use of the available data. By drawing more fully on the information in the Panel Study of Income Dynamics, we generate more reliable estimates of the recent time-series variation in intergenerational mobility.
It appears to me that Solon and Lee’s estimate represents the state of the art, and therefore that stability in measured intergenerational mobility is the (lack of) trend best supported by the evidence. But I must say that I wouldn’t be surprised if measured mobility had declined over the past couple of decades. Consider, after all, the factors that drive the values. We’re pretty sure that returns to human capital have risen — that’s what is behind the rise in the college premium. And it seems plausible that, with the rise of the parental style of “concerted cultivation,” parents’ investment in their kids’ human capital has increased as well. So for intergenerational elasticity not to rise (i.e., for mobility not to fall), there must have been a big increase in the progressivity of public investment in human capital.
Which, come to think of it, doesn’t seem that unlikely. Think about a thirtysomething man in the mid-’70s, born in the early ’40s, and compare the situation of a thirtysomething man in 2004, born in the early ’70s. It seems likely that, for people in the lower half of the socioeconomic scale, there were dramatic improvements between those generations in health care, nutrition, and education.