The A.J. Soprano Factor

This discussion over at the The Atlantic and at G-Spot about merit and college admissions seems as good a reason as any to reprint, in its (relatively short) entirety, a policy brief co-blogger Erin Dillon and I wrote a few months ago:

Tony Soprano, patriarch of the eponymous crime family on the HBO drama "The Sopranos," had a son named Anthony Jr.—A.J. for short. A.J. was a terrible high school student. None too bright to begin with, he skipped class, experimented with drugs and alcohol, vandalized school property, and eventually got expelled. Nonetheless, A.J. went to college. His mother, Carmela, devoted countless hours to monitoring his grades, scouting for colleges that might accept him, buttonholing guidance counselors, managing the application process, and constantly reminding him of the importance of higher education. For Carmela, the question was not if her son would go to college, but where. In the end, she got her wish, practically dragging A.J. to school.

A.J. Soprano is a fictional character, but the intersection of social class and college access that he illustrates is all too real. Despite a wide range of programs dedicated to increasing access to higher education for all students, college is far more accessible for upper-income students like A.J. than for students of modest means. Chart 1, which is based on newly available data from the U.S. Department of Education's ongoing Education Longitudinal Survey, illustrates this fact.


All of the students in the survey were high school sophomores in 2002 and were given standardized tests in reading and math at that time. Each bar on Chart 1 shows the percent of students with different test scores and levels of family income who had enrolled in college by 2006, two years after their expected high school graduation.

The fourth bar on the graph represents the A.J. Sopranos of the world, those who scored in the bottom 25 percent (the first achievement quartile) on standardized tests as high school sophomores and came from families earning more than $100,000 per year. Despite their academic shortcomings, 58.4 percent of these students went on to college. For high-income students in the second achievement quartile—still below the median—the college-going rate was significantly higher, 85.3 percent.

This is a higher rate than that for those directly opposite A.J.—students from the highest achievement quartile and the lowest income level, less than $20,000 per year. 80.3 percent of these meritorious poor students went to college, which means that nearly 20 percent did not. High-achieving wealthy students, in contrast, went to college at a 96.2 percent clip. In other words, high-achieving poor students are five times more likely than high-achieving rich students to skip college in the first two years after high school.

Some observers have argued that there is no real college-access problem for the brightest students. Charles Murray of the American Enterprise Institute recently wrote in The Wall Street Journal that "No evidence indicates that the nation has many children with IQs above 120 [the top 10 percent] who are not given an opportunity for higher education. The university system has also become efficient in shipping large numbers of the most talented high school graduates to the most prestigious schools."

Chart 2 suggests otherwise. Aptitude and achievement play a significant role in college-going, but class matters too. Chart 2 is based on the same group of students as Chart 1, but shows only the percent of students whose first college was a highly selective four-year institution.

The odds of a poor, low-achieving student going to a highly selective institution are 0.2 percent, practically non-existent. Among the A.J. Sopranos, however, 3.5 percent managed to sneak into an elite school, suggesting that admissions preferences for athletes, legacies, and the children of the rich are alive and well.

This contrast between students with similar test scores and different incomes persists across Chart 2. In each achievement quartile, students from the wealthiest families are far more likely than their similar-scoring peers to attend the kind of high-status college or university that often serves as a gateway to personal and professional success.

There are a host of factors contributing to this phenomenon, not all of them involving anxious mothers or college admissions committees giving a leg up to the scions of wealthy alumni. Low-income students frequently attend under-resourced high schools that don't provide good guidance counseling or college preparatory curricula. College tuition is rising much faster than available need-based financial aid, which may lead some college-ready poor students to believe that higher education is beyond their financial reach. But whatever the reasons, it's clear that equal access to college remains an unmet promise in America. When it comes to higher education, it's an advantage to be rich like A.J.

If you want to see the footnotes and standard errors, the original brief is here.