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Publications
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Exploring the Impact of Financial Incentives on Stereotype Threat: Evidence from a Pilot Study (with S. Levitt and J.A. List). Forthcoming in American Economic Review, May 2008.
In this paper, we report the results of a pilot experimental study examining gender differences in math proficiency. Our 2 (presence or absence of a stereotype characterization) x 2 (with and without financial incentives) between subjects design extends the literature in at least two dimensions. First, we test for stereotype-threat effects in an environment that also includes financial incentives ($2 per correct answer). By doing so, we pit experimenter demand effects and stereotype threat effects. To the extent that findings in the stereotype threat literature are driven by experimenter demand effects (i.e. women do badly when gender is emphasized because they think the experimenter expects this), paying for performance raises the cost of women accommodating the experimenter, potentially lessening the influence of stereotype threat.3 The importance of experimenter demand effects is well documented, but estimating the extent to which they are sensitive to price remains an open research question (Steven D. Levitt and John A. List, 2007a). Alternatively, by raising the stakes, the increased financial incentives may serve to increase the stress associated with the test and exacerbate stereotype threat effects. Read the full paper
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Understanding the Black-White Test Score Gap in the First Two Years of School (with S. Levitt). Review of Economics and Statistics, May 2004.
In previous research, a substantial gap in test scores between white and black students persists, even after controlling for a wide range of observable characteristics. Using a newly available data set (the Early Childhood Longitudinal Study), we demonstrate that in stark contrast to earlier studies, the black-white test score gap among incoming kindergartners disappears when we control for a small number of covariates. Real gains by black children in recent cohorts appear to play an important role in explaining the differences between our findings and earlier research. The availability of better covariates also contributes. Over the first two years of school, however, blacks lose substantial ground relative to other races. There is suggestive evidence that differences in school quality may be an important part of the explanation. None of the other hypotheses we test to explain why blacks are losing ground receive any empirical backing. Read the full paper
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Losing Ground at School in Generational Change: Closing the Test Score Gap.
The black-white test score gap is a robust empirical regularity. A simple comparison of mean test scores typically finds black students scoring roughly one standard deviation below white students on standardized tests. Even after controlling for a wide range of covariates including family structure, socioeconomic status, measures of school quality, and neighborhood characteristics, a substantial racial gap in test scores persists... Read the full paper
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Falling Behind (with S. Levitt). Education Next, Fall 2004.
On average, black students typically score one standard deviation below white students on standardized tests—roughly the difference in performance between the average 4th grader and the average 8th grader. Historically, what has come to be known as the black-white test-score gap has emerged before children enter kindergarten and has tended to widen over time... Read the full paper
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The Black-White Test Score Gap Through Third Grade (with S. Levitt). Forthcoming in American Law and Economic Review (special issue on Brown v. Board of Education).
This paper describes basic facts regarding the black-white test score gap over the first four years of school. A number of stylized facts emerge. Black children enter school substantially behind their white counterparts in reading and math, but including a small number of covariates erases the gap. Over the first four years of school, however, blacks lose substantial ground relative to other races; averaging .10 standard deviations per school year. By the end of third grade there is a large Black-White test score gap that cannot be explained by observable characteristics. Blacks are falling behind in virtually all categories of skills tested, except the most basic. None of the explanations we examine, including systematic differences in school quality across races, convincingly explain the divergent academic trajectory of Black students.
Read the full paper
Working Papers
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The Causes and Consequences of Attending Historically Black Colleges and Universities (with M. Greenstone) April 2007.
Until the 1960s, Historically Black Colleges and Universities (HBCUs) were practically the only institutions of higher learning open to Blacks in the US. Using nationally representative data files from 1970s and 1990s college attendees, we find that in the 1970s HBCU matriculation was associated with higher wages and an increased probability of graduation, relative to attending a Traditionally White Institution (TWI). By the 1990s, however, there is a wage penalty, resulting in a 20% decline in the relative wages of HBCU graduates between the two decades. We also analyze the College and Beyond's 1976 and 1989 samples of matriculates which allows us to focus on two of the most elite HBCUs. Between the 1970s and 1990s, HBCU students report statistically significant declines in the proportion that would choose the same college again, preparation for getting along with other racial groups, and development of leadership skills, relative to black students in TWIs. On the positive side, HBCU attendees became relatively more likely to be engaged in social, political, and philanthropic activities. The data provide modest support for the possibility that HBCUs relative decline in wages is partially due to improvements in TWIs effectiveness at educating blacks. The data contradict a number of other intuitive explanations, including relative decline in pre-college credentials (e.g., SAT scores) of students attending HBCUs and expenditures per student at HBCUs. Read the full paper
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Testing for Racial Differences in the Mental Ability of Young Children (with S. Levitt) March 2006, Revised February 2007.
On tests of intelligence, Blacks systematically score worse than Whites. Some have argued that genetic differences across races account for the gap. Using a newly available nationally representative data set that includes a test of mental function for children aged eight to twelve months, we find only minor racial differences in test outcomes (0.06 standard deviation units in the raw data) between Blacks and Whites that disappear with the inclusion of a limited set of controls. Relative to Whites, children of all other races lose ground by age two. We confirm similar patterns in another large, but not nationally representative data set. A calibration exercise demonstrates that the observed patterns are broadly consistent with large racial differences in environmental factors that grow in importance as children age. Our findings are not consistent with the simplest models of large genetic differences across races in intelligence, although we cannot rule out the possibility that intelligence has multiple dimensions and racial differences are present only in those dimensions that emerge later in life. Read the full paper
Work in Progress
Field Experiments in Progress
- Earning-by-Learning: An Experiment in Dallas Public Schools
- Equalizing Preparation: An Experiment in Boston Public Schools
- Incentivising: An Experiment in NYC Public Schools
- A Holistic Approach to Closing the Achievement Gap: An Evaluation of the SEED School
Research in Progress
- Understanding the Gender Gap in the First Six Years of School
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