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Learning about Academic Ability and the College Drop-out Decision

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Author Info
Todd R. Stinebrickner
Ralph Stinebrickner

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Abstract

We use unique data to examine how college students from low income families form expectations about academic ability and to examine the role that learning about ability and a variety of other factors play in the college drop-out decision. From the standpoint of satisfying a central implication from the theory of drop-out, we find that self-reported expectations data perform well relative to standard assumptions employed in empirical work when it is necessary to explicitly characterize beliefs. At the time of entrance, students tend to substantially discount the possibility of bad grade performance, with this finding having implications for understanding the importance of the option value of schooling. After entrance, students update their beliefs in a manner which takes into account both initial beliefs and new information, with heterogeneity in weighting being broadly consistent with the spirit of Bayesian updating. Learning about ability plays a very prominent role in the drop-out decision. Among other possible factors of importance, while students who find school to be unenjoyable are unconditionally much more likely to leave school, this effect arises to a large extent because these students also tend to receive poor grades. We end by examining whether students whose grades are lower than expected understand the underlying reasons for their poor grade performance.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 14810.

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Date of creation: Mar 2009
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Handle: RePEc:nbr:nberwo:14810

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Find related papers by JEL classification:
I2 - Health, Education, and Welfare - - Education
I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
I23 - Health, Education, and Welfare - - Education - - - Higher Education Research Institutions
I3 - Health, Education, and Welfare - - Welfare and Poverty
J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Ralph Stinebrickner & Todd R. Stinebrickner, 2003. "Understanding Educational Outcomes of Students from Low-Income Families: Evidence from a Liberal Arts College with a Full Tuition Subsidy Program," Journal of Human Resources, University of Wisconsin Press, vol. 38(3). [Downloadable!] (restricted)
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  2. Marcel Das & Arthur van Soest, 2000. "Expected Versus Realized Income Expectations: A Test of the Rational Expectations Hypothesis," Econometric Society World Congress 2000 Contributed Papers 1750, Econometric Society. [Downloadable!]
  3. Lance Lochner, 2007. "Individual Perceptions of the Criminal Justice System," American Economic Review, American Economic Association, vol. 97(1), pages 444-460, March. [Downloadable!]
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  4. Heckman, James J. & Navarro, Salvador, 2007. "Dynamic discrete choice and dynamic treatment effects," Journal of Econometrics, Elsevier, vol. 136(2), pages 341-396, February. [Downloadable!] (restricted)
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  5. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, 09. [Downloadable!] (restricted)
  6. Ralph Stinebrickner & Todd Stinebrickner, 2008. "The Effect of Credit Constraints on the College Drop-Out Decision: A Direct Approach Using a New Panel Study," American Economic Review, American Economic Association, vol. 98(5), pages 2163-84, December. [Downloadable!]
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  7. Stinebrickner, Ralph & Stinebrickner, T.R.Todd R., 2004. "Time-use and college outcomes," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 243-269. [Downloadable!] (restricted)
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  8. Altonji, Joseph G, 1993. "The Demand for and Return to Education When Education Outcomes Are Uncertain," Journal of Labor Economics, University of Chicago Press, vol. 11(1), pages 48-83, January. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Peter Arcidiacono & Esteban M. Aucejo & Hanming Fang & Kenneth I. Spenner, 2009. "Does Affirmative Action Lead to Mismatch? A New Test and Evidence," NBER Working Papers 14885, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  2. Basit Zafar, 2009. "How do college students form expectations?," Staff Reports 378, Federal Reserve Bank of New York. [Downloadable!]
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