Abdulkadiroğlu, A. ; Angrist, J. ; Pathak, P. The elite illusion: Achievement effects at boston and new york exam schools. 2014 Econometrica. 82 137-196
Ahn, T. ; Arcidiacono, P. ; Hopson, A. ; Thomas, J.R. Equilibrium Grade Inflation with Implications for Female Interest in STEM Majors. 2019 National Bureau of Economic Research:
- Allen, E.J. ; Dechow, P.M. ; Pope, D.G. ; Wu, G. Reference-dependent preferences: Evidence from marathon runners. 2017 Manage. Sci.. 63 1657-1672
Paper not yet in RePEc: Add citation now
Altonji, J.G. The demand for and return to education when education outcomes are uncertain. 1993 J. Labor Econ.. 11 48-83
Altonji, J.G. ; Arcidiacono, P. ; Maurel, A. The analysis of field choice in college and graduate school: Determinants and wage effects. 2016 En : Handbook of the Economics of Education. Elsevier:
Altonji, J.G. ; Blom, E. ; Meghir, C. Heterogeneity in human capital investments: High school curriculum, college major, and careers. 2012 Annu. Rev. Econ.. 4 185-223
Altonji, J.G. ; Kahn, L.B. ; Speer, J.D. Trends in earnings differentials across college majors and the changing task composition of jobs. 2014 Amer. Econ. Rev.. 104 387-393
Andersen, S. ; Ertac, S. ; Gneezy, U. ; List, J.A. ; Maximiano, S. Gender, competitiveness, and socialization at a young age: Evidence from a matrilineal and a patriarchal society. 2013 Rev. Econ. Stat.. 95 1438-1443
Antonovics, K. ; Golan, L. Experimentation and job choice. 2012 J. Labor Econ.. 30 333-366
Arcidiacono, P. Ability sorting and the returns to college major. 2004 J. Econometrics. 121 343-375
Arcidiacono, P. ; Aucejo, E. ; Maurel, A. ; Ransom, T. College Attrition and the Dynamics of Information Revelation. 2016 National Bureau of Economic Research:
Arcidiacono, P. ; Hotz, V.J. ; Kang, S. Modeling college major choices using elicited measures of expectations and counterfactuals. 2012 J. Econometrics. 166 3-16
Arcidiacono, P. ; Hotz, V.J. ; Maurel, A. ; Romano, T. Ex ante returns and occupational choice. 2020 J. Polit. Econ.. 128 4475-4522
Astorne-Figari, C. ; Speer, J.D. Are changes of major major changes? The roles of grades, gender, and preferences in college major switching. 2019 Econ. Educ. Rev.. 70 75-93
Avery, C. ; Gurantz, O. ; Hurwitz, M. ; Smith, J. Shifting college majors in response to advanced placement exam scores. 2018 J. Hum. Resour.. 53 918-956
- Azmat, G. ; Bagues, M. ; Cabrales, A. ; Iriberri, N. What you don’t know... can’t hurt you? A natural field experiment on relative performance feedback in higher education. 2019 Manage. Sci.. 65 3714-3736
Paper not yet in RePEc: Add citation now
Azmat, G. ; Iriberri, N. The importance of relative performance feedback information: Evidence from a natural experiment using high school students. 2010 J. Public Econom.. 94 435-452
Baker, R. ; Bettinger, E. ; Jacob, B. ; Marinescu, I. The effect of labor market information on community college students’ major choice. 2018 Econ. Educ. Rev.. 65 18-30
Bandiera, O. ; Larcinese, V. ; Rasul, I. Blissful ignorance? A natural experiment on the effect of feedback on students’ performance. 2015 Labour Econom.. 34 13-25
- Bapna, S., Benson, A., Funk, R., 2021. Rejection Communication and Women’s Job-Search Persistence. Working Paper, Available at SSRN: https://ssrn.com/abstract=3953695.
Paper not yet in RePEc: Add citation now
Bar, T. ; Kadiyali, V. ; Zussman, A. Grade information and grade inflation: The Cornell experiment. 2009 J. Econ. Perspect.. 23 93-108
Barreca, A.I. ; Guldi, M. ; Lindo, J.M. ; Waddell, G.R. Saving babies? Revisiting the effect of very low birth weight classification. 2011 Q. J. Econ.. 126 2117-2123
Barreca, A.I. ; Lindo, J.M. ; Waddell, G.R. Heaping-induced bias in regression-discontinuity designs. 2016 Econ. Inq.. 54 268-293
Barrera-Osorio, F. ; Gonzalez, K. ; Lagos, F. ; Deming, D.J. Providing performance information in education: An experimental evaluation in Colombia. 2020 J. Public Econom.. 186 -
Bergman, P. Parent-child information frictions and human capital investment: Evidence from a field experiment. 2021 J. Polit. Econ.. 129 286-322
- Bleemer, Z. ; Kumar, M. ; Mehta, A. ; Muellerleile, C. ; Newfield, C. Metrics That Matter: Counting What’s Really Important to College Students. 2023 Johns Hopkins University Press: Baltimore, MD
Paper not yet in RePEc: Add citation now
Bleemer, Z. ; Mehta, A. Will studying economics make you rich? A regression discontinuity analysis of the returns to college major. 2022 Am. Econ. J.: Appl. Econom.. 14 1-22
Blom, E. ; Cadena, B.C. ; Keys, B.J. Investment over the business cycle: Insights from college major choice. 2021 J. Labor Econ.. 39 1043-1082
Bobba, M., Frisancho, V., 2016. Learning About Oneself: The Effects of Performance Feedback on School Choice. IDB Working Paper No. IDB-WP-728, Available at SSRN: https://ssrn.com/abstract=2956702.
Bond, T.N. ; Bulman, G. ; Li, X. ; Smith, J. Updating human capital decisions: Evidence from SAT score shocks and college applications. 2018 J. Labor Econ.. 36 807-839
Booth, A. ; Fan, E. ; Meng, X. ; Zhang, D. Gender differences in willingness to compete: The role of culture and institutions. 2019 Econ. J.. 129 734-764
Bordon, P. ; Fu, C. College-major choice to college-then-major choice. 2015 Rev. Econ. Stud.. 82 1247-1288
Borghans, L. ; Golsteyn, B.H. ; Heckman, J.J. ; Humphries, J.E. What grades and achievement tests measure. 2016 Proc. Natl. Acad. Sci.. 113 13354-13359
Buser, T. ; Niederle, M. ; Oosterbeek, H. Gender, competitiveness, and career choices. 2014 Q. J. Econ.. 129 1409-1447
Buser, T. ; Yuan, H. Do women give up competing more easily? Evidence from the lab and the dutch math olympiad. 2019 Am. Econ. J.: Appl. Econom.. 11 225-252
Butcher, K.F. ; McEwan, P.J. ; Weerapana, A. The effects of an anti-grade-inflation policy at wellesley college. 2014 J. Econ. Perspect.. 28 189-204
Calonico, S. ; Cattaneo, M.D. ; Titiunik, R. Robust nonparametric confidence intervals for regression-discontinuity designs. 2014 Econometrica. 82 2295-2326
Cattaneo, M.D. ; Jansson, M. ; Ma, X. Simple local polynomial density estimators. 2020 J. Amer. Statist. Assoc.. 115 1449-1455
- Collins, M., Lundstedt, J., 2021. The Long-Term Consequences of More Informative Grading. Working Paper.
Paper not yet in RePEc: Add citation now
Conlon, J.J. Major malfunction a field experiment correcting undergraduates’ beliefs about salaries. 2021 J. Hum. Resour.. 56 922-939
Delaney, J. ; Devereux, P.J. High school rank in math and english and the gender gap in STEM. 2021 Labour Econom.. 69 -
Delavande, A. ; Zafar, B. University choice: The role of expected earnings, nonpecuniary outcomes, and financial constraints. 2019 J. Polit. Econ.. 127 2343-2393
Deming, D.J. The growing importance of social skills in the labor market. 2017 Q. J. Econ.. 132 1593-1640
Deming, D.J. ; Noray, K. Earnings dynamics, changing job skills, and STEM careers. 2020 Q. J. Econ.. 135 1965-2005
Dizon-Ross, R. Parents’ beliefs about their children’s academic ability: Implications for educational investments. 2019 Amer. Econ. Rev.. 109 2728-2765
- Eble, A. ; Hu, F. Signals, information, and the value of college names. 2022 Rev. Econ. Stat.. -
Paper not yet in RePEc: Add citation now
Elsner, B. ; Isphording, I.E. ; Zölitz, U. Achievement rank affects performance and major choices in college. 2021 Econ. J.. 131 3182-3206
Ersoy, F.Y. The effects of the great recession on college majors. 2020 Econ. Educ. Rev.. 77 -
- Ertac, S. Social comparisons and optimal information revelation: Theory and experiments. 2005 :
Paper not yet in RePEc: Add citation now
Flory, J.A. ; Leibbrandt, A. ; List, J.A. Do competitive workplaces deter female workers? A large-scale natural field experiment on job entry decisions. 2015 Rev. Econ. Stud.. 82 122-155
Fricke, H. ; Grogger, J. ; Steinmayr, A. Exposure to academic fields and college major choice. 2018 Econ. Educ. Rev.. 64 199-213
- Fu, J., Zhong, S., 2022. Visceral Influences and Gender Difference in Competitiveness. Working Paper, Available at SSRN:.
Paper not yet in RePEc: Add citation now
Gibbons, R. ; Katz, L.F. ; Lemieux, T. ; Parent, D. Comparative advantage, learning, and sectoral wage determination. 2005 J. Labor Econ.. 23 681-724
Gneezy, U. ; Leonard, K.L. ; List, J.A. Gender differences in competition: Evidence from a matrilineal and a patriarchal society. 2009 Econometrica. 77 1637-1664
- Goldin, C. Gender and the undergraduate economics major: Notes on the undergraduate economics major at a highly selective liberal arts college. 2015 :
Paper not yet in RePEc: Add citation now
- Goldstein, Y., 2023. Learning from Round Test Scores: University Field Choices and Career Outcomes. Working Paper, Available at SSRN:.
Paper not yet in RePEc: Add citation now
Gong, J. ; Pan, J. The returns to an additional year of education for college graduates. 2023 J. Public Econom.. 218 -
Gong, Y. ; Stinebrickner, T. ; Stinebrickner, R. Uncertainty about future income: Initial beliefs and resolution during college. 2019 Quant. Econom.. 10 607-641
Goodman, J. ; Gurantz, O. ; Smith, J. Take two! SAT retaking and college enrollment gaps. 2020 Am. Econ. J.: Econ. Policy. 12 115-158
- Goulas, S. ; Griselda, S. ; Megalokonomou, R. Comparative advantage and gender gap in STEM. 2022 J. Hum. Resour.. -
Paper not yet in RePEc: Add citation now
Goulas, S. ; Megalokonomou, R. Knowing who you actually are: The effect of feedback on short-and longer-term outcomes. 2021 J. Econ. Behav. Organ.. 183 589-615
Haggag, K. ; Patterson, R.W. ; Pope, N.G. ; Feudo, A. Attribution bias in major decisions: Evidence from the united states military academy. 2021 J. Public Econom.. 200 -
Harris, M. ; Holmstrom, B. A theory of wage dynamics. 1982 Rev. Econ. Stud.. 49 315-333
Hastings, J.S. ; Neilson, C.A. ; Ramirez, A. ; Zimmerman, S.D. (Un) informed college and major choice: Evidence from linked survey and administrative data. 2016 Econ. Educ. Rev.. 51 136-151
Hastings, J.S. ; Neilson, C.A. ; Zimmerman, S.D. Are Some Degrees Worth More Than Others? Evidence from College Admission Cutoffs in Chile. 2013 National Bureau of Economic Research:
Heckman, J.J. Lessons from the bell curve. 1995 J. Polit. Econ.. 103 1091-1120
Heckman, J.J. ; Kautz, T. Hard evidence on soft skills. 2012 Labour Econom.. 19 451-464
Heckman, J.J. ; Sedlacek, G. Heterogeneity, aggregation, and market wage functions: An empirical model of self-selection in the labor market. 1985 J. Polit. Econ.. 93 1077-1125
Hemelt, S.W. ; Hershbein, B. ; Martin, S. ; Stange, K. College majors and skills: Evidence from the universe of online job ads. 2023 Labour Econom.. 85 -
Horrace, W.C. ; Oaxaca, R.L. Results on the bias and inconsistency of ordinary least squares for the linear probability model. 2006 Econom. Lett.. 90 321-327
Hsieh, C.-T. ; Hurst, E. ; Jones, C.I. ; Klenow, P.J. The allocation of talent and US economic growth. 2019 Econometrica. 87 1439-1474
Jovanovic, B. Job matching and the theory of turnover. 1979 J. Polit. Econ.. 87 972-990
- Kaganovich, M. ; Taylor, M. ; Xiao, R. Gender differences in persistence in a field of study: This isn’t all about grades. 2023 J. Hum. Cap.. 17 503-556
Paper not yet in RePEc: Add citation now
Keane, M.P. ; Wolpin, K.I. The career decisions of young men. 1997 J. Polit. Econ.. 105 473-522
Kessler, J.B. ; Low, C. ; Sullivan, C.D. Incentivized resume rating: Eliciting employer preferences without deception. 2019 Amer. Econ. Rev.. 109 3713-3744
Kinsler, J. ; Pavan, R. The specificity of general human capital: Evidence from college major choice. 2015 J. Labor Econ.. 33 933-972
- Kirkeboen, L.J. ; Leuven, E. ; Mogstad, M. Field of study, earnings, and self-selection. 2016 Q. J. Econ.. 131 1057-1111
Paper not yet in RePEc: Add citation now
Kugler, A.D. ; Tinsley, C.H. ; Ukhaneva, O. Choice of majors: Are women really different from men?. 2021 Econ. Educ. Rev.. 81 -
Lee, D.S. Randomized experiments from non-random selection in US house elections. 2008 J. Econometrics. 142 675-697
Lee, D.S. ; Lemieux, T. Regression discontinuity designs in economics. 2010 J. Econ. Lit.. 48 281-355
Leighton, M. ; Speer, J.D. Labor market returns to college major specificity. 2020 Eur. Econ. Rev.. 128 -
Lemieux, T. Occupations, fields of study and returns to education. 2014 Can. J. Econom./Rev. Can. d’Économ.. 47 1047-1077
Li, C.H. ; Zafar, B. Ask and you shall receive? Gender differences in regrades in college. 2023 Am. Econ. J.: Econ. Policy. 15 359-394
- Li, H. ; Qiu, X. Heuristics in self-evaluation: Evidence from the centralized college admission system in China. 2023 Rev. Econ. Stat.. 1-36
Paper not yet in RePEc: Add citation now
MacLeod, W.B. ; Urquiola, M. Reputation and school competition. 2015 Amer. Econ. Rev.. 105 3471-3488
Main, J.B. ; Ost, B. The impact of letter grades on student effort, course selection, and major choice: A regression-discontinuity analysis. 2014 J. Econ. Educ.. 45 1-10
Malamud, O. Breadth versus depth: The timing of specialization in higher education. 2010 Labour. 24 359-390
- Malamud, O. Discovering one’s talent: Learning from academic specialization. 2011 ILR Rev.. 64 375-405
Paper not yet in RePEc: Add citation now
Manski, C.F. Schooling as experimentation: A reappraisal of the postsecondary dropout phenomenon. 1989 Econ. Educ. Rev.. 8 305-312
McCrary, J. Manipulation of the running variable in the regression discontinuity design: A density test. 2008 J. Econometrics. 142 698-714
McEwan, P.J. ; Rogers, S. ; Weerapana, A. Grade sensitivity and the economics major at a women’s college. 2021 AEA Pap. Proc.. 111 102-106
Miller, R.A. Job matching and occupational choice. 1984 J. Polit. Econ.. 92 1086-1120
Mulhern, C. Changing college choices with personalized admissions information at scale: Evidence on naviance. 2021 J. Labor Econ.. 39 219-262
Murphy, R. ; Weinhardt, F. Top of the class: The importance of ordinal rank. 2020 Rev. Econ. Stud.. 87 2777-2826
Ng, K. ; Riehl, E. The returns to STEM programs for less-prepared students. 2024 Am. Econ. J. Econ. Policy. 16 37-77
Niederle, M. ; Vesterlund, L. Do women shy away from competition? Do men compete too much?. 2007 Q. J. Econ.. 122 1067-1101
Oettinger, G.S. The effect of nonlinear incentives on performance: Evidence from “econ 101”. 2002 Rev. Econ. Stat.. 84 509-517
- Office, P. The bell curve. 2012 NUS Provost Contemp.. -
Paper not yet in RePEc: Add citation now
Ost, B. The role of peers and grades in determining major persistence in the sciences. 2010 Econ. Educ. Rev.. 29 923-934
Owen, A.L. Grades, gender, and encouragement: A regression discontinuity analysis. 2010 J. Econ. Educ.. 41 217-234
Owen, S. College major choice and beliefs about relative performance: An experimental intervention to understand gender gaps in STEM. 2023 Econ. Educ. Rev.. 97 -
- Owen, S., 2021. Ahead of the Curve: Grade Signals, Gender, and College Major Choice. Working Paper.
Paper not yet in RePEc: Add citation now
- Pan, J., Soon, D., Wong, W.-K., 2015. Are Employers Susceptible to Coarse Thinking? Implications for Wage Determination and Returns to Signaling. Working Paper.
Paper not yet in RePEc: Add citation now
Papageorgiou, T. Learning your comparative advantages. 2014 Rev. Econ. Stud.. 81 1263-1295
Papay, J.P. ; Murnane, R.J. ; Willett, J.B. The impact of test score labels on human-capital investment decisions. 2016 J. Hum. Resour.. 51 357-388
- Patterson, R.W. ; Pope, N.G. ; Feudo, A. Timing matters: Evidence from college major decisions. 2021 J. Hum. Resour.. -
Paper not yet in RePEc: Add citation now
Pop-Eleches, C. ; Urquiola, M. Going to a better school: Effects and behavioral responses. 2013 Amer. Econ. Rev.. 103 1289-1324
- Pope, D. ; Simonsohn, U. Round numbers as goals: Evidence from baseball, SAT takers, and the lab. 2011 Psychol. Sci.. 22 71-79
Paper not yet in RePEc: Add citation now
Rask, K. ; Tiefenthaler, J. The role of grade sensitivity in explaining the gender imbalance in undergraduate economics. 2008 Econ. Educ. Rev.. 27 676-687
Ribas, R.P. ; Sampaio, B. ; Trevisan, G. Short-and long-term effects of class assignment: Evidence from a flagship university in Brazil. 2020 Labour Econom.. 64 -
Robst, J. Education and job match: The relatedness of college major and work. 2007 Econ. Educ. Rev.. 26 397-407
Roy, A.D. Some thoughts on the distribution of earnings. 1951 Oxford Econ. Pap.. 3 135-146
- Rury, D. Tightening the leaky pipeline(s): The role of beliefs about ability in STEM major choice. 2022 :
Paper not yet in RePEc: Add citation now
Sabot, R. ; Wakeman-Linn, J. Grade inflation and course choice. 1991 J. Econ. Perspect.. 5 159-170
Samek, A. Gender differences in job entry decisions: A university-wide field experiment. 2019 Manage. Sci.. 65 3272-3281
Seah, K.K. ; Pan, J. ; Tan, P.L. Breadth of university curriculum and labor market outcomes. 2020 Labour Econom.. 65 -
Shastry, G.K. ; Shurchkov, O. ; Xia, L.L. Luck or skill: How women and men react to noisy feedback. 2020 J. Behav. Exp. Econom.. 88 -
Spence, M. Job market signaling. 1973 Q. J. Econ.. 87 355-374
Stange, K.M. An empirical investigation of the option value of college enrollment. 2012 Am. Econ. J.: Appl. Econom.. 4 49-84
Stinebrickner, R. ; Stinebrickner, T.R. A major in science? Initial beliefs and final outcomes for college major and dropout. 2014 Rev. Econ. Stud.. 81 426-472
Stinebrickner, T. ; Stinebrickner, R. Learning about academic ability and the college dropout decision. 2012 J. Labor Econ.. 30 707-748
Sullivan, P. A dynamic analysis of educational attainment, occupational choices, and job search. 2010 Internat. Econom. Rev.. 51 289-317
- Tan, B. The consequences of letter grades on labor market outcomes and student behavior. 2023 J. Labor Econ.. 41 565-588
Paper not yet in RePEc: Add citation now
Thomas, J. The signal quality of grades across academic fields. 2019 J. Appl. Econometrics. 34 566-587
Van der Klaauw, W. Regression-discontinuity analysis: A survey of recent developments in economics. 2008 Labour. 22 219-245
Weinberger, C.J. The increasing complementarity between cognitive and social skills. 2014 Rev. Econ. Stat.. 96 849-861
Wiswall, M. ; Zafar, B. Determinants of college major choice: Identification using an information experiment. 2015 Rev. Econ. Stud.. 82 791-824
Wiswall, M. ; Zafar, B. How do college students respond to public information about earnings?. 2015 J. Hum. Cap.. 9 117-169
Wiswall, M. ; Zafar, B. Human capital investments and expectations about career and family. 2021 J. Polit. Econ.. 129 1361-1424
Zafar, B. College major choice and the gender gap. 2013 J. Hum. Resour.. 48 545-595
Zafar, B. How do college students form expectations?. 2011 J. Labor Econ.. 29 301-348
Zhang, Y.J. Culture, institutions and the gender gap in competitive inclination: Evidence from the communist experiment in China. 2019 Econ. J.. 129 509-552