Category Archives: academia

the links between capital and education

My employer and primary community, Tufts University, appears (along with virtually all US colleges and universities) in two massive studies by Raj Chetty and colleagues. I will use Tufts’ statistics to offer some general observations about the relationships between capital and education in our economic order. Tufts represents one type of institution that plays a significant economic role in the US and even globally.

According to his study of economic mobility, 62% of Tufts students who arrive from the bottom fifth of the income distribution attain the top fifth, which ranks Tufts #7 among “elite” institutions for upward mobility. However, students from the bottom of the income distribution are relatively scarce at Tufts (due, I believe, to our relatively small endowment), ranking us 40th in accessibility out of 65 elite colleges. Putting those two facts together generates a rank of 30th out of 65 for what Chetty et al. call “overall mobility.”

Basically, Tufts students tend to be economically advantaged, but their median income at age 34 is much higher than their family income was at age 18. This is typical of the institutions Chetty et al. call “elite.” (See the graphic with this post, which shows Tufts right in the midst of the elite schools.)

Meanwhile, according to Chetty and colleagues’ analysis of Facebook data, 94.4% of low-income Tufts students’ Facebook “friends” have high incomes, ranking Tufts in the 100th percentile among all US institutions on that measure. Tufts demonstrates relatively low “clustering,” meaning that Tufts students’ Facebook-friend networks are relatively cliquey. But these cliques do not seem to be economically homogeneous (Chetty et al 2022). In short, because Tufts is somewhat diverse and fairly cohesive but also predominantly affluent, students who are admitted from the lower economic strata obtain economically valuable connections while in college.

Chetty follows James Coleman (1988, cited 61,000 times), Robert Putnam (2001), and other authors, mostly Americans, in finding that social capital boosts educational success and upward economic mobility. The argument is basically that individuals–especially children and youth–are more likely to succeed if other people voluntarily support them and if many people support their schools and colleges, thereby making these institutions work better. If we define “social capital” as such networks of voluntary engagement, then having social capital benefits the individual and has positive externalities for the society. It is win/win.

A different literature is equally influential but has a different audience. Pierre Bourdieu sees education primarily as a way of reproducing economic stratification. His most famous idea is that educational institutions mark their graduates as members a specific social class by teaching them how to talk and act (Bourdieu 1983, cited 61,000 times). Members of the current ruling class dominate the institutions that mark people as upper class, ensuring that their children obtain “cultural capital.” Bourdieu also uses the phrase “social capital,” referring to the network-ties that further stratify a society. For instance, if a rich and powerful person knows and likes you, you have social capital. For Bourdieu, social capital is zero-sum, a means of gaining relative advantage over others.

To make these theories vivid, image two concrete stories.

First, imagine a US teenager who has only decent odds of completing high school, obtaining an associate’s degree, and getting a job that pays as much as her parents did when they started out. She will be more likely to succeed at these goals if her family members and other adults and peers offer emotional support, occasional financial support, and connections, and if many people support the local schools, sports leagues, and other community-based settings where she spends her time.

Second, imagine a teenager (we will call him “Brett”) who attends a selective private school in the Washington suburbs with a future Supreme Court justice, goes on to Yale, where his grandfather had studied before him, and then to Yale Law School, where he rooms with a future federal judge and plays basketball with the Yale professor who leads the Federalist Society chapter. He gets clerkships, jobs, and appointments that culminate in a seat on the Supreme Court along with his former schoolmate, two other Yale Law graduates, and five other former members of the Federalist Society. Brett was more likely to succeed at reaching his goal–the nation’s highest court–because well-placed friends looked out for him and supported the institutions where he studied.

Both of these theories could be true. They might name dynamics that apply for different segments of our population. I am not aware of empirical studies that explicitly juxtapose them in ways that would allow them to be compared and, perhaps, combined. Chetty’s work hints at some combinations. If he and his colleagues only studied institutions like Tufts, the main findings would be consistent with Bourdieu. But Chetty offers data for all colleges, universities, school systems, and neighborhoods, and often it appears that social capital benefits everyone, as in Coleman and Putnam.

I would also cite the tremendously ambitious Chicago study by Sampson, Raudenbush, and Earls (1997). As Sampson presents the results, this study finds very little evidence of economic mobility in Chicago. The vast majority of Chicagoans retain their class position as they move through life (Sampson 2012, Kindle loc. 5138). Nevertheless, individuals are much safer and healthier if their neighborhoods are more socially cohesive. In this model, social capital–which Sampson et al. re-conceive as “collective efficacy”–improves one’s quality of life without challenging the class structure. This is a way of synthesizing Bourdieu and Coleman.

I cannot offer additional empirical evidence, but I would like to suggest some conceptual clarifications. Basically, I believe that the categories in this debate are complicated and that neither Bourdieu’s Marxism nor neoliberal economics offers sufficient nuance on its own.

Capital takes many forms. Let’s define capital most abstractly as a stock that produces some kind of flow. This stock can be land (with our without natural endowments that benefit people), raw materials, equipment, organizational structure, know-how, basic knowledge, specific knowledge, network ties, and/or influence or even control over other people. Depending on the type of stock, it may or may not belong to groups, as opposed to individuals. Depending on the laws and economic system, it actually belongs to some entities and not others. Likewise, capital can have many flows, from money to happiness to prestige, and those outputs either benefit or harm different people or groups. Some flows accumulate while others dissipate. It may be possible to purchase one kind of capital with another. A classic example is the lucky nouveau-riche who buys cultural capital in the form of a fancy educations for his kids. But such exchanges face barriers and inefficiencies.

People want a variety of things: not only concrete goods for themselves but also relative status vis-a-vis other people, feelings of belonging, freedom, and various other people’s welfare.

Education has many aspects. It can mean practical knowledge with social or economic value for the individual, the community, or both; intrinsically valuable knowledge that may not be socially valued; an indication of relative talent and/or ambition; an indication of membership in a specific social category (e.g., the social elite, a religious group, the military); a process of accommodating individuals to current authority and prevailing norms; or a liberation from those norms. People may consciously seek various combinations of these outcomes for themselves or their children and may experience outcomes that they did not intend. For instance, think of parents who believe they are purchasing economic advancement and good behavior, yet they watch their children turn into subversive radicals–or the reverse.

The socioeconomic distribution can be characterized in various ways. Chetty and colleagues write a lot about mobility, which means movement from one income or wealth percentile to a different one. It is important to remember that upward mobility must be exactly matched by downward mobility, holding other factors constant. For every first-gen. student who attends college, one college graduate’s child must not go to higher education, unless total enrollments rise (which will cheapen the relative advantage of college). This explains why the upper strata are so fierce about preventing mobility. Studies like Sampson et al. are focused on absolute levels of human welfare, such as victimization by violent crime. It would be possible for everyone to rise above reasonable levels. Bourdieu might be interested in the ratio of the top to the bottom, although his relatively classical Marxism is more about power than income. (And France, which he studied, is unusual in its combination of economic equality with political and cultural elitism).

There are many kind of relevant institutions, from neighborhood public schools that appear open to all but may be deeply exclusive because of residential patterns, to public universities that are genuinely accessible yet internally segregated and stratified, to well-endowed private institutions that heavily subsidize a minority of their students in the interests of “diversity,” which may primarily benefit the best off, and more.

There are many policy options. As I understand it, the elite of Mexico congregate at the Universidad Nacional Autonoma de Mexico, UNAM, which enrolls 356,530 students, admitting just 10% of its applicants, and charges $900 for tuition thanks to federal support and a limited budget. About half of UNAM students graduate. A considerable number of affluent but less ambitious Mexican students opt for private institutions in Mexico or US colleges that offer more individual services at higher cost but with less distinction. In contrast, many EU countries do not allow their universities to differ much in reputation or selectivity, and they typically serve students from their local areas, again, offering limited services. Even relative inexpensive and more accessible US public institutions usually provide many more services, beyond classroom instruction, compared to European universities. One would expect different results in terms of mobility, stratification, minimum welfare, median welfare, and equality–which are different measures.

Here are some possible takeaways for different kinds of people:

  • If you’re prone to admire selective (Akil Bellow calls them “highly rejective”) institutions because many of their less advantaged students move upward on the socioeconomic scale, focus less on those few students and more on the vast numbers who aren’t admitted. Furthermore, if selective institutions offer exclusive social capital, their impact on mobility could not be expanded. Making them bigger would dilute their benefits for their own students.
  • If you view selective institutions as merely exclusive and all about preserving social advantage, you have a valid perspective. However, you might consider the public goods that these institutions produce (from highly trained physicians to translations from Sanskrit) and ask how we else we might generate those goods.
  • If you want to promote mobility by giving money to selective institutions, you should at least Google their per-student endowments. Some US universities (but not including Tufts) could already offer completely free tuition for all their students below a high income threshold. You might ask what they are doing with your fungible contributions.
  • If you think that universities should invest more in services and quality of life to promote their own students’ equitable well-being, you might consider evidence that such investments also make those institutions more selective and less accessible (Bulman 2022). Institutions could instead expand the number and/or diversity of the students they admit, but that means serving a hypothetical constituency instead of an actual one, and it rarely happens.

Citations: Bourdieu, Pierre. Forms of Capital: General Sociology, Volume 3: Lectures at the College de France 1983-84. United Kingdom: Wiley, 2021; G. Bulman, “The Effect of College and University Endowments on Financial Aid, Admissions, and Student Composition,” NBER Working Paper 30404 (2022) http://www.nber.org/papers/w30404; Chetty, Raj, Matthew O. Jackson, Theresa Kuchler, Johannes Stroebel, Nathaniel Hendren, Robert B. Fluegge, Sara Gong et al. “Social capital I: measurement and associations with economic mobility.” Nature 608, no. 7921 (2022): 108-121; Coleman, James S. “Social capital in the creation of human capital.” American journal of sociology 94 (1988): S95-S120; Putnam, Robert D. 2001. “Community Based Social Capital and Educational Performance.” In Making Good Citizens: Education and Civil Society, edited by Diane Ravitch and Joseph P. Viteritti, 58–95. New Haven, CT: Yale University Press; Sampson, Robert J.. Great American City: Chicago and the Enduring Neighborhood Effect. University of Chicago Press 2012; Sampson, Robert J., Stephen W. Raudenbush, and Felton Earls. “Neighborhoods and Violent Crime: A Multilevel Study of Collective Efficacy.” Science 277, no. 5328 (1997): 918–24. http://www.jstor.org/stable/2892902.

See also why don’t colleges allocate more resources to access?; four perspectives on student debt forgiveness;  the weirdness of the higher ed marketplace; two approaches to social capital: Bourdieu vs. the American literature; Bourdieu in the college admissions office; the ROI for philosophy, etc. 

values of a university

Leszek Kolakowski wrote “How to be a Conservative-Liberal-Socialist” in 1978. His short essay is a model of pluralism, in the sense that he intentionally combines values that are necessarily in tension.

Institutions can also be pluralist in that sense. Indeed, the best universities may be conservative liberal socialistic republican democratic anarchistic utilitarian communities. Yet they can also fall short on each or all of these criteria. Here is a framework for assessment:

Values espoused by a universityCharacteristic failures
Conservative: Preserving wisdom and excellence from the past and conveying it to young people.Arbitrary adherence to the past–or faddish novelty.
Liberal: Developing people’s capacity to be free individuals by allowing them to speak and think on their own.Group-think; social pressure to conform. Or irresponsible individualism.
Republican: Preventing individuals from dominating others by using arbitrary power.Domination, especially by senior faculty and administrators.
Democratic: Making decisions collectively and teaching that skill.Bureaucracy and hierarchy–or incoherent decisions by individuals.
Utilitarian: Producing knowledge and applications that increase human (or animal) welfare.Outcomes distorted by money or fame–or useless work.
Socialistic: Adjusting costs by income, pooling resources and distributing them equitably, and belonging–as a corporate body–to the state (in the case of public institutions).Social stratification; competition for admission and employment; specifically bourgeois values.
Communitarian: Serving as a supportive, affective groupLeaving some students and employees out of the community–or becoming an exclusive community that sees itself as superior to outsiders.
Anarchistic: The knowledge created by free people within the university is unowned and belongs to a global commons.Corporate enclosure and/or close affiliation with governments.

why don’t colleges allocate more resources to access?

You would think that when a college or university gets a financial windfall, it would spend as much of its new funds as possible to make itself more accessible. It could cut tuition prices, increase financial aid, and/or expand the number of students. But George Bulman finds that none of these things happen.*

Bulman investigates the results when institutions see highly varied returns on their investments, from a 19% increase in an endowment in a single year to a 19% loss. Even in a given year, different comparable institutions can see disparate returns. Bulman finds that when their investments do well, colleges and universities spend more money on their programs, become more selective, allow their tuitions to rise, but allocate no additional money to financial aid, and actually admit and fund fewer students of color. The overall decrease in racial diversity is statistically significant.

Bulman doesn’t really speculate about the reasons. One could model institutions as decision-makers that are trying to maximize their own selectivity and rankings and use windfall money for that purpose. That model fits the data, but I would offer a different explanation that reflects my informal observations better.

I think that a host of groups within any given institution have needs. They make arguments for spending money on everything from student housing to research administration. Often these arguments have merit and an idealistic ring. For instance, students at several universities that I know are advocating more campus housing to relieve rent pressure on nearby neighborhoods that are subject to gentrification. They get this idea from their genuine engagement with those neighborhoods. They don’t want housing for themselves in a narrow way.

However, as a result of many such claims, all available revenues are quickly used up. The new expenditures tend to make the institution look more impressive, increasing applications and allowing the admissions office to become more selective. In essence, it’s a problem of actual internal constituencies trumping the interests of an abstract constituency: potential students.

What should we think when we read this kind of announcement?

Princeton University will enhance its groundbreaking financial aid program, providing even more generous support to undergraduates and their families as it works to attract talented students from all backgrounds.Most families earning up to $100,000 a year will pay nothing, and many families with income above $100,000 will receive additional aid, including those at higher income levels with multiple children in college.

To put this in context, I would note that Princeton’s endowment of $4.5 million per student should generate an average payout of about $225,000 per student per year. Princeton could double or triple its student body and offer full scholarships to all the additional students. Instead, it spends its funds on a range of activities, many of them meritorious, and many of which increase its luster, thereby allowing it to reject 94.4% of its applicants—all the while soliciting its alumni to support financial aid. Again, I would interpret Princeton’s priorities not as an intentional choice to buy selectivity, but as a result of many internal constituencies making valid claims on resources.

(Tufts’ endowment is about $200k per student, which should generate about $10k per student in an average year: a different story.)

See G. Bulman, “The Effect of College and University Endowments on Financial Aid, Admissions, and Student Composition,” NBER Working Paper 30404 http://www.nber.org/papers/w30404. See also Four perspectives on student debt forgiveness;  the weirdness of the higher ed marketplace; etc.

Four perspectives on student debt forgiveness

  1. Radical: Debt is the linchpin of a predatory global political-economic system (Graeber 2011). Canceling a portion of one form of debt strikes a blow at this whole structure. It demonstrates that victories can be won—particularly because the president was reluctant to take this step and did so under pressure. The victory will encourage people to think of themselves as debtors with political power, which is a potent identity. If canceling debt weakens the existing economic system (for instance, by encouraging individuals to borrow in the hope of having their loans canceled), that is a feature, not a bug. Another blow will be struck when other groups demand the cancellation of their debts as a matter of fairness. (“Biden helped the college kids—what about those of us with medical bills?”) This policy will look successful in retrospect if it turns out to be merely the first of many cancellations.
  2. Social democratic: The measure of a policy is how much it helps the least advantaged. However, it is wise to design programs to benefit relatively large and empowered populations as well as the neediest, so that such policies are enacted and survive. For instance, European welfare states rely heavily on value-added taxes, which are regressive, and they provide cheap or free college for all (including those who could have afforded college by themselves). Such policies have proven durable. Similarly, in the USA, Medicare and Social Security have been sustained, while means-tested welfare programs have been cut because they have poor constituencies. Forgiving student debt has the same kind of structure. According to a Penn Wharton analysis, people between age 25 and 35 who are in the bottom income quintile will get 13.5% of the benefits of the forgiveness, while people in the top 40% of income will get about 24% of it. The Penn Wharton analysis does not consider race, but NCES reports that Black people with any college debt owe a median $1,810, which is almost three times as high as White people’s median debt ($630). Thus the Biden policy should have progressive effects with respect to race (while also benefiting many White people and omitting Black people who didn’t attend college). This doesn’t sound impressively equitable; boosting financial aid would be a better policy. However, the constituency for financial aid consists of current or prospective college students who demonstrate need, and that group is too politically weak. Besides, the White House decided that Biden could forgive debt by executive order, while Congress would have to pass other reforms; but Congress hardly ever passes a controversial bill.
  3. Interest-group pluralist (Lowi 1979): Biden was elected with a coalition that included a disproportionate number of younger people with college degrees, and he performed best in the $50,000-$100,000 income range. Biden voters have diverse interests, but college graduates (and their parents) are more concentrated, better led, and more culturally and economically potent than other Democratic interest groups. As part of the governing coalition, they successfully demanded a benefit. Biden complied. Interest-group pluralism predicts that they will next seek other benefits for themselves, without supporting a radical economic restructuring or any serious attention to other groups, such as older people with medical debt or farmworkers. If colleges and universities capture some of the benefits of the debt-cancellation (by raising tuition in the expectation of another cancellation later), so be it: their faculty and staff are core to the Democratic coalition. This is what interest-group pluralism predicts. As Lowi notes, it does not judge, because it considers judgment unscientific. Politics is nothing but the clash of interests. Last week, people with college debt won a round.
  4. Market-utilitarian: Markets produce wealth; governments may use taxes and regulations to encourage, discourage, or subsidize behaviors when necessary for the aggregate good. Forgiving debt after it has been incurred cannot incentivize education, but it can create moral hazard, which distorts markets. Colleges will grab most of the benefits. We know, for example, that when the stock market boosts college endowments, those institutions spend the money to increase their own selectivity and do not offer more financial aid (Bulman 2022). Debt-cancellation may be inflationary, yet the biggest problem facing the economy right now is inflation. For these reasons, the policy is foolish.

I must admit I don’t foresee radical results following from Biden’s debt cancellation (per #1). David Graeber endorsed forgiving student loans (p. 544), but he expected a global movement against debt to take centuries. On that time scale, I am confident that our current system will change. But between now and 2024 or 2050–I don’t think the conditions are in place.

I am not equipped to assess mainstream economists’ arguments against the new policy (#4), and I doubt that we will know—even in hindsight—whether debt forgiveness increased inflation or tuition prices or created moral hazard (for good or ill). For one thing, the policy is relatively modest compared to other recent interventions.

I think the difference between #2 or #3 is important. A lot depends on how people—a wide array of people—describe and interpret the new policy.

If many Americans decide that the Democrats now represent college kids (#3), that interpretation will reinforce a class inversion that is one of the most serious threats to democracy. When the center-left party that is willing to employ government as an instrument for social welfare looks elitist, the right wing will offer chauvinistic nationalism to pick up workers’ votes. Meanwhile, a center-left party that depends on the votes of more educated people will drift toward elitist policies.

I know that many people with college debt are not “elite” by any measure. Nevertheless, favoring college education looks elitist when about 55% of adults do not hold a BA, and 38% never enrolled in college, yet almost all of the nation’s leaders all hold college degrees.

On the other hand, if Americans conclude from this experiment that their government can help people, and therefore it should do something for those without any college experience (#2), that would be a positive step. Americans will be more likely to reach this conclusion if, indeed, the government next does something tangible for working-class people without college debt.

The Fall of Robespierre changed history because of how French people reinterpreted it about a year after he met the guillotine. So too, Biden’s debt cancellation will matter because of the story that American tell themselves about it in 2024 and later.

Sources: David Graeber, Debt: The first five thousand years (New York: Melville House, 2011); Theodore J. Lowi, The End of Liberalism: The Second Republic of the United States (Norton 1979); Bulman, George, The Effect of College and University Endowments on Financial Aid, Admissions, and Student Composition, NBER working paper 30404. See also: the social class inversion as a threat to democracy; a conversation with Farah Stockman about American Made: What Happens to People When Work Disappears; the weirdness of the higher ed marketplacethe new elite is like the old elite; etc..

bootstrapping value commitments

On the third day of the 2022 version of ICER (the Institute for Civically Engaged Research), I am thinking about the normative commitments of engaged scholars–their theories of justice or social ethics.

All research requires and reflects normative commitments. Even a highly positivistic study addresses specific topics and questions for a reason, whether or not that reason is acknowledged. We should be accountable for these normative commitments, willing to defend them in public, respond to criticisms of them, and modify them when the criticisms seem valid.

I don’t believe we have a right to “outsource” that process to other people. For instance, it’s not acceptable to say that the community you study has certain values and that you simply report them without influencing them. Whether you are right to study this particular community in this way is a question about you, and you are responsible for answering it to the best of your ability.

On the other hand, we can acknowledge our frailties and limitations as individuals. We have cognitive and moral limitations–in fact, we are foolish and selfish. It can therefore be wise to consider questions of justice in the company of others and to make oneself open to their views.

That raises the question: Which others? In the projects I briefly described yesterday, the community is the border region of metropolitan San Diego/Tijuana. Making oneself part of that community, and accountable to it, directs one’s normative reasoning in particular ways. That choice is debatable: some people would say that employees of California’s state university system should make themselves accountable to that state, whose southern border runs between San Diego and Tijuana.

Reflection on justice is a bootstrapping process. We begin in communities; we refine our sense of which communities we belong to; we explore what is right with other members of those communities; and then we reflect on whether we want to remain fully engaged with those communities or redefine our memberships again.

This process reminds me of a Reformation debate. In contrast to the Catholic view that the church mediates between the individual soul and the divine, Protestants said that each sinner stands alone before the Maker. Why then should people belong to churches at all? The canonical Protestant answer is that we are individually accountable yet we should also be humble. We need other people to help us see, or remember, what is right.

Perhaps this Protestant heritage biases my thinking (even though I am not of that faith). Although the moral individualism inherent in what I have written here is not accurately described as “Western”–it contradicts Western Catholicism–it does have a specific European heritage. Still, this combination of individual accountability with humility seems about right to me. And perhaps it roughly resembles the combination of dharma and sangha and other hybrids of truth and community from around the world.