Was That SMART?

References

1. ↵
   1. Angrist Joshua,
   2. Lang Daniel,
   3. Oreopoulos Philip

   . 2009. “Incentives and Services for College Achievement: Evidence from a Randomized Trial.” American Economic Journal: Applied Economics 1(1):136–63.

   OpenUrlCrossRefWeb of Science
2. ↵
   1. Arcidiacono Peter

   . 2004. “Ability Sorting and the Returns to College Major.” Journal of Econometrics 121(1):343–75.

   OpenUrlCrossRefWeb of Science
3. ↵
   1. Arcidiacono Peter,
   2. Joseph Hotz V.,
   3. Kang Songman

   . 2012. “Modeling College Major Choices Using Elicited Measures of Expectations and Counterfactuals.” Journal of Econometrics 166(1):3–16.

   OpenUrlCrossRefWeb of Science
4. ↵
   1. Beffy Magali,
   2. Fougere Denis,
   3. Maurel Arnaud

   . 2012. “Choosing the Field of Study in Postsecondary Education: Do Expected Earnings Matter?” Review of Economics and Statistics 94(1):334–47.

   OpenUrlCrossRef
5. ↵
   1. Berger Mark C.

   1988. “Predicted Future Earnings and Choice of College Major.” Industrial and Labor Relations Review 41(3):418–29.

   OpenUrlCrossRef
6. ↵
   1. Bettinger Eric P.,
   2. Long Bridget Terry,
   3. Oreopoulos Philip,
   4. Sanbonmatsu Lisa

   . 2012. “The Role of Application Assistance and Information in College Decisions: Results from the H&R Block FAFSA Experiment.” The Quarterly Journal of Economics 127(3):1205–42.

   OpenUrlCrossRefWeb of Science
7. ↵
   1. Brock Thomas,
   2. Richburg-Hayes Lashawn

   . 2006. “Paying for Persistence.” Early Results of a Louisiana Scholarship Program for Low-Income Parents Attending Community College.
8. ↵
   1. Carnevale Anthony P.,
   2. Cheah Ban,
   3. Strohl Jeff

   . 2012. “Hard Times: College Majors, Unemployment and Earnings: Not All College Degrees Are Created Equal.” Georgetown University Center on Education and the Workforce.
9. ↵
   1. Cornwell Christopher M.,
   2. Lee Kyung Hee,
   3. Mustard David B.

   2005. “Student Responses to Merit Scholarship Retention Rules.” Journal of Human Resources 40(4):895–917.

   OpenUrlAbstract/FREE Full Text
10. ↵
    1. Dynarski Susan

    . 2004. “The New Merit Aid.” In College Choices: The Economics of Where to Go, When to Go, and How to Pay for It, 63. University of Chicago Press.
11. ↵
    1. Dynarski Susan

    . 2008. “Building the Stock of College-Educated Labor.” Journal of Human Resources 43(3):576–610.

    OpenUrlAbstract/FREE Full Text
12. ↵
    1. Eide Eric,
    2. Waehrer Geetha

    . 1998. “The Role of the Option Value of College Attendance in College Major Choice.” Economics of Education Review 17(1):73–82.

    OpenUrlCrossRefWeb of Science
13. ↵
    1. Evans Brent J.

    2012. “SMART Money: Do Financial Incentives Encourage College Students to Study Science?” Discussion paper, Unpublished Manuscript.
14. ↵
    1. Hamermesh Daniel S.,
    2. Donald Stephen G.

    2008. “The Effect of College Curriculum on Earnings: An Affinity Identifier for Non-ignorable Non-response Bias.” Journal of Econometrics 144(2):479–91.

    OpenUrlCrossRefWeb of Science
15. ↵
    1. Heller Donald E.

    2004. “Pell Grant Recipients in Selective Colleges and Universities.” In America’s Untapped Resource: Low-income Students in Higher Education, 157–66.
16. ↵
    1. Imbens Guido,
    2. Kalyanaraman Karthik

    . 2012. “Optimal Bandwidth Choice for the Regression Discontinuity Estimator.” The Review of Economic Studies 79(3):933–59.

    OpenUrlCrossRefWeb of Science
17. ↵
    1. Imbens Guido W.,
    2. Lemieux Thomas

    . 2008. “Regression Discontinuity Designs: A Guide to Practice.” Journal of Econometrics 142(2):615–35.

    OpenUrlCrossRefWeb of Science
18. ↵
    1. Joensen Juanna Schrøter,
    2. Nielsen Helena Skyt

    . 2009. “Is There a Causal Effect of High School Math on Labor Market Outcomes?” Journal of Human Resources 44(1):171–98.

    OpenUrlAbstract/FREE Full Text
19. ↵
    1. Kane Thomas J.

    2003. “AQuasi-experimental Estimate of the Impact of Financial Aid on College-going,” Working Paper 9703, National Bureau of Economic Research.
20. ↵
    1. Lee David S.,
    2. Lemieux Thomas

    . 2010. “Regression Discontinuity Designs in Economics.” Journal of Economic Literature 48:281–355.

    OpenUrlCrossRefWeb of Science
21. ↵
    1. McArdle Sophia,
    2. McCullough Carney,
    3. Sellers Fred

    . 2007. “Requirements for Federal Grant Programs.” In Federal Student Aid Conference.
22. ↵
    1. McCrary Justin

    . 2008. “Manipulation of the Running Variable in the Regression Discontinuity Design: A Density Test.” Journal of Econometrics 142(2):698–714.

    OpenUrlCrossRefWeb of Science
23. ↵
    1. Murphy Kevin M.,
    2. Shleifer Andrei,
    3. Vishny Robert W.

    1991. “The Allocation of Talent: Implications for Growth.” The Quarterly Journal of Economics 106(2):503–30.

    OpenUrlCrossRefWeb of Science
24. ↵
    Office of Postsecondary Education 2011. “Academic Competitiveness Grant and National SMART Grant Programs End-of-Year Report.” Discussion paper, U.S. Department of Education.
25. ↵
    1. Pallais Amanda

    . 2015. “Small Differences that Matter: Mistakes in Applying to College.” Journal of Labor Economics 33:493–520.

    OpenUrlCrossRef
26. ↵
    1. Rothstein Jesse,
    2. Rouse Cecilia Elena

    . 2011. “Constrained After College: Student Loans and Early-career Occupational Choices.” Journal of Public Economics 95(1):149–63.

    OpenUrlCrossRefWeb of Science
27. ↵
    1. Saks Raven E.,
    2. Shore Stephen H.

    2005. “Risk and Career Choice.” The BE Journal of Economic Analysis & Policy 5(1).
28. ↵
    1. Scott-Clayton Judith

    . 2011. “On Money and Motivation A Quasi-Experimental Analysis of Financial Incentives for College Achievement.” Journal of Human Resources 46(3):614–46.

    OpenUrlAbstract/FREE Full Text
29. ↵
    1. Sjoquist David L.,
    2. Winters John V.

    2013. “State Merit-aid Programs and College Major: A Focus on STEM.” Discussion paper, Institute for the Study of Labor (IZA).
30. ↵
    1. Stange Kevin

    . 2015. “Differential Pricing in Undergraduate Education: Effects of Degree Production by Field.” Journal of Policy Analysis and Management 34(1):107–35.

    OpenUrl
31. ↵
    1. Stinebrickner Todd R.,
    2. Stinebrickner Ralph

    . 2011. “Math or Science? Using Longitudinal Expectations Data to Examine the Process of Choosing a College Major.” Working Paper 16869, National Bureau of Economic Research.
32. ↵
    1. Turner Lesley J.

    2013. “The Road to Pell Is Paved with Good Intentions: The Economic Incidence of Federal Student Grant Aid.” Working paper.
33. ↵
    United States Department of Education. (2006): “Rules and Regulations.” Federal Register 71:64402–19.

    OpenUrl
34. ↵
    United States Department of Education. 2007. “Academic Competitiveness Grant and National SMART Grant Programs, Texas 2006–2007.”
35. ↵
    1. Wiswall Matthew,
    2. Zafar Basit

    . 2015. “Determinants of College Major Choice: Identification Using an Information Experiment.” The Review of Economic Studies 82(2):791–824.

    OpenUrlCrossRef