Is College a Worthwhile Investment?

Literature Cited

1. Abel JR, Deitz R. 2014. Do the benefits of college still outweigh the costs? Fed. Reserve Bank New York. Curr. Issues Econ. Finance 20:31–9 [Google Scholar]
2. Altonji JG, Bloom E, Meghir C. 2012. Heterogeneity in human capital investments: high school curriculum, college major, and careers. Annu. Rev. Econ. 4:185–223 [Google Scholar]
3. Altonji JG, Dunn TA. 1996. The effects of school and family characteristics on the return to education. Rev. Econ. Stat. 78:692–704 [Google Scholar]
4. Angrist JD, Chen SH. 2011. Schooling and the Vietnam-era GI Bill: evidence from the draft lottery. Am. Econ. J. Appl. Econ. 3(2):96–118 [Google Scholar]
5. Angrist JD, Krueger AB. 1992. Estimating the payoff to schooling using the Vietnam-era draft lottery. NBER Work. Pap. 4067
6. Angrist JD, Krueger AB. 1995. Split sample instrumental variables estimates of the return to schooling. J. Bus. Econ. Stat. 13:225–35 [Google Scholar]
7. Arcidiacono P. 2004. Ability sorting and the returns to college major. J. Econom. 121:343–75 [Google Scholar]
8. Ashenfelter O, Harmon O, Oosterbeek H. 1999. A review of estimates of the schooling/earnings relationship, with tests for publication bias. Lab. Econ. 6:453–70 [Google Scholar]
9. Ashenfelter O, Krueger AB. 1994. Estimates of the economic return to schooling for a new sample of twins. Am. Econ. Rev. 84:1157–73 [Google Scholar]
10. Ashenfelter O, Rouse CE. 1998. Income, schooling and ability: evidence from a new sample of identical twins. Q. J. Econ. 113:253–84 [Google Scholar]
11. Avery C. 2010. The effects of college counseling on high-achieving, low-income students. NBER Work. Pap. 16359
12. Avery C, Turner S. 2012. Student loans: Do college students borrow too much—or not enough?. J. Econ. Perspect. 26:1165–92 [Google Scholar]
13. Barrow L, Rouse CE. 2005a. Do returns to schooling differ by race and ethnicity?. Am. Econ. Rev. 95:83–87 [Google Scholar]
14. Barrow L, Rouse CE. 2005b. Does college still pay?. Econ. Voice 2:43 [Google Scholar]
15. Becker GS. 1967. Human capital and the personal distribution of income: an analytical approach. Woytinsky Lect. 1, Inst. Public Adm., Univ. Michigan, Ann Arbor
16. Becker GS, Hubbard WHJ, Murphy KM. 2010. The market for college graduates and the worldwide boom in higher education of women. Am. Econ. Rev. 100:229–33 [Google Scholar]
17. Behrman JR, Pollak RA, Taubman P. 1982. Parental preferences and provision for progeny. J. Polit. Econ. 90:52–73 [Google Scholar]
18. Behrman JR, Rosenzweig MR, Taubman P. 1996. College choice and wages: estimates using data on female twins. Rev. Econ. Stat. 78:672–85 [Google Scholar]
19. Benzoni L, Chyruk O. 2013. Human capital and long-run labor income risk. Work. Pap. 2013-16, Fed. Reserve Bank Chicago
20. Bettinger EB, Long BT, Oreopoulos P, Sanbonmatsu L. 2012. The role of application assistance and information in college decisions: results from the H&R Block FAFSA experiment. Q. J. Econ. 127:1205–42 [Google Scholar]
21. Black DA, Smith JA. 2004. How robust is the evidence on the effects of college quality? Evidence from matching. J. Econom. 121:99–124 [Google Scholar]
22. Bound J, Lovenheim M, Turner S. 2010. Why have college completion rates declined? An analysis of changing student preparation and collegiate resources. Am. Econ. J. Appl. Econ. 2:3129–57 [Google Scholar]
23. Bound J, Solon G. 1999. Double trouble: on the value of twins-based estimation of the return to schooling. Econ. Educ. Rev. 18:169–82 [Google Scholar]
24. Brewer DJ, Eide ER, Ehrenberg RG. 1999. Does it pay to attend an elite private college? Cross-cohort evidence on the effects of college type on earnings. J. Hum. Resour. 34:104–23 [Google Scholar]
25. Buckles K, Hagemann A, Malamud O, Morrill M, Wozniak A. 2013. The effect of college on health. NBER Work. Pap. 19222
26. Cadena B, Keys B. 2013. Can self-control explain avoiding free money? Evidence from interest-free student loans. Rev. Econ. Stat. 95:1117–29 [Google Scholar]
27. Cameron SV, Heckman JJ. 1998. Life cycle schooling and dynamic selection bias: models and evidence for five cohorts of American males. J. Polit. Econ. 106:262–333 [Google Scholar]
28. Cameron SV, Taber C. 2004. Estimation of educational borrowing constraints using returns to schooling. J. Polit. Econ. 112:132–82 [Google Scholar]
29. Card DE. 1995. Using geographic variation in college proximity to estimate the return to schooling. Aspects of Labor Market Behaviour: Essays in Honour of John Vanderkamp Christofides LN, Grant EK, Swidinsky R. 201–22 Toronto: Univ. Toronto Press [Google Scholar]
30. Card DE. 1999. The causal effect of education on earnings. In Handbook of Labor Economics, Vol. 3A, ed. O Ashenfelter, DE Card, pp. 1801–63. Amsterdam: North-Holland
31. Card DE. 2001. Estimating the return to schooling: progress on some persistent econometric problems. Econometrica 69:1127–60 [Google Scholar]
32. Card DE, Lemieux T. 2001a. Dropout and enrollment trends in the post-war period: What went wrong in the 1970s?. Risky Behavior Among Youth: An Economic Analysis Gruber J. 439–82 Chicago: Univ. Chicago Press [Google Scholar]
33. Card DE, Lemieux T. 2001b. Going to college to avoid the draft: the unintended legacy of the Vietnam War. Am. Econ. Rev. 91:97–102 [Google Scholar]
34. Carneiro P, Hansen KT, Heckman JJ. 2003. 2001 Lawrence R. Klein Lecture: Estimating distributions of treatment effects with an application to the returns to schooling and measurement of the effects of uncertainty on college choice. Int. Econ. Rev. 44:361–422 [Google Scholar]
35. Carneiro P, Heckman JJ. 2002. The evidence on credit constraints in post-secondary schooling. Econ. J. 112:705–34 [Google Scholar]
36. Carneiro P, Heckman JJ, Vytlacil EJ. 2011. Estimating marginal returns to education. Am. Econ. Rev. 101:2754–81 [Google Scholar]
37. Carnevale AP, Strohl J, Melton M. 2011. What’s it worth? The economic value of college majors. Rep., Cent. Educ. Workforce Georgetown Univ Washington, DC: [Google Scholar]
38. Castex G. 2011. College risk and return. Work. Pap. 606, Cent. Bank Chile, Santiago
39. Castex G, Dechter EK. 2014. The changing roles of education and ability in wage determination. J. Labor Econ. 32:685–710 [Google Scholar]
40. Castleman BL, Page LC. 2015. Freshman year financial aid nudges: an experiment to increase FAFSA renewal and college persistence. J. Hum. Resour. In press [Google Scholar]
41. Chen S. 2008. Estimating the variance of wages in the presence of selection and unobserved heterogeneity. Rev. Econ. Stat. 90:275–89 [Google Scholar]
42. Chin T, Phillips M, Reber S. 2015. Promoting college enrollment among disadvantaged students: a randomized controlled evaluation of two low-cost interventions. Unpublished manuscript, Univ. Calif., Los Angeles. http://l1.ccpr.ucla.edu/papers/VSOURCE-Milestones-ProjectDescription.pdf
43. Cohn E, Geske TG. 1992. Private nonmonetary returns to investment in higher education. In The Economics of American Higher Education, ed. W Becker, D Lewis, pp. 173–95. Boston: Kluwer Acad
44. Cunha F, Heckman JJ. 2007. Identifying and estimating the distributions of ex post and ex ante returns to schooling. Labour Econ. 14:870–93 [Google Scholar]
45. Cunha F, Heckman JJ, Navarro S. 2005. Separating uncertainty from heterogeneity in life cycle earnings. The 2004 Hicks lecture. Oxf. Econ. Pap. 57:191–261 [Google Scholar]
46. Currie J, Moretti E. 2003. Mother’s education and the intergenerational transmission of human capital: evidence from college openings and longitudinal data. Q. J. Econ. 118:1495–532 [Google Scholar]
47. Cutler DM, Lleras-Muney A. 2008. Education and health: evaluating theories and evidence. Making Americans Healthier: Social and Economics Policy as Health Policy, ed. RF Schoeni, JS House Kaplan G, Pollack H. 29–60 New York: Russell Sage Found. [Google Scholar]
48. Dale SB, Krueger AB. 2002. Estimating the payoff to attending a more selective college: an application of selection on observables and unobservables. Q. J. Econ. 117:1491–528 [Google Scholar]
49. Dale SB, Krueger AB. 2014. Estimating the effects of college characteristics over the career using administrative earnings data. J. Hum. Resour. 49:323–58 [Google Scholar]
50. Daly MC, Bengali L. 2014. Is it still worth going to college? Econ. Lett. 2014-13, Fed. Reserve Bank San Francisco
51. Darolia R, Koedel C, Martorell P, Wilson K, Perez-Arce F. 2014. Do employers prefer workers who attend for-profit colleges? Evidence from a field experiment. Work. Pap., Natl. Cent. Anal. Longitud. Data Educ. Res., Am. Inst. Res., Washington, DC
52. Day JC, Newburger EC. 2002. The big payoff: educational attainment and synthetic estimates of work-life earnings. Curr. Popul. Rep. P23-210, US Census Bur., Washington, DC
53. Deming D, Yuchtman N, Abulafi A, Goldin C, Katz LF. 2014. The value of postsecondary credentials in the labor market: an experimental study. NBER Work. Pap. 20528
54. Deritis C. 2011. Student lending’s failing grade. Moody’s Analytics Regional Financial Review, July, p. 54. http://image.exct.net/lib/fefb127575640d/m/2/Student+Lendings+Failing+Grade.pdf
55. Ehrenberg RG, Sherman DR. 1987. Employment while in college, academic achievement, and postcollege outcomes: a summary of results. J. Hum. Resour. 22:1–23 [Google Scholar]
56. Fed. Reserve Bank New York. 2014. Quarterly report on household debt and credit: May 2014. Rep., Res. Stat. Group, Microecon. Stud. http://www.newyorkfed.org/householdcredit/2014-q1/data/pdf/HHDC_2014Q1.pdf
57. Goldin C, Katz L, Kuziemko I. 2006. The homecoming of American college women: the reversal of the gender gap in college. J. Econ. Perspect. 20:4133–56 [Google Scholar]
58. Greenstone M, Looney A. 2011. Where is the best place to invest $102,000—in stocks, bonds, or a college degree? Hamilton Project Blog, June 25. http://www.hamiltonproject.org/blog/where_is_the_best_place_to_invest_102000_in_stocks_bonds_or_a_college_/
59. Greenstone M, Looney A. 2012. Regardless of the cost, college still matters. Hamilton Project Blog, Oct. http://www.hamiltonproject.org/papers/regardless_of_the_cost_college_still_matters/
60. Griliches Z. 1979. Sibling models and data in economics: beginnings of a survey. J. Polit. Econ. 87:5S37–65 [Google Scholar]
61. Grogger J, Eide E. 1995. Changes in college skills and the rise in the college wage premium. J. Hum. Resour 30:280–310 [Google Scholar]
62. Grossman M. 2006. Education and nonmarket outcomes. In Handbook of the Economics of Education, Vol. 1, ed. E Hanushek, F Welch, pp. 577–633. Amsterdam: North-Holland
63. Hamermesh DS, Donald SG. 2008. The effect of college curriculum on earnings: an affinity identifier for non-ignorable non-response bias. J. Econom. 144:479–91 [Google Scholar]
64. Hansen LP. 2014. Uncertainty outside and inside economic models. NBER Work. Pap. 20394
65. Harris D, Goldrick-Rab S. 2012. Improving the productivity of educational experiments: lessons from a randomized trial of need-based financial aid. Educ. Finance Policy 7:143–69 [Google Scholar]
66. Haveman RH, Wolfe BL. 1984. The decline in male labor force participation. Comment. J. Polit. Econ. 92:532–41 [Google Scholar]
67. Heckman JJ. 1979. Sample selection bias as a specification error. Econometrica 47:153–61 [Google Scholar]
68. Heckman JJ, Lochner L, Todd P. 2006a. Earnings functions, rates of return and treatment effects: the Mincer equation and beyond. In Handbook of the Economics of Education, Vol. 1, ed. EA Hanushek, F Welch, pp. 307–458. Amsterdam: North-Holland
69. Heckman JJ, Stixrud J, Urzua S. 2006b. The effects of cognitive and noncognitive abilities on labor market outcomes and social behavior. J. Labor Econ. 24:411–82 [Google Scholar]
70. Hoekstra M. 2009. The effect of attending the flagship state university on earnings: a discontinuity-based approach. Rev. Econ. Stat. 91:717–24 [Google Scholar]
71. Hoxby C. 1998. The return to attending a more selective college: 1960 to the present. Unpublished manuscript, Dep. Econ., Harvard Univ., Cambridge, MA
72. Hoxby C. 2009. The changing selectivity of American colleges. J. Econ. Perspect. 23:495–118 [Google Scholar]
73. Hoxby CM, Turner S. 2013. Expanding college opportunities for high-achieving, low income students. Discuss. Pap. 12-014, Stanford Inst. Econ. Policy Res., Stanford, CA
74. Imbens GW, Angrist JD. 1994. Identification and estimation of local average treatment effects. Econometrica 62:467–75 [Google Scholar]
75. Imbens GW, Lemieux T. 2008. Regression discontinuity designs: a guide to practice. J. Econom. 142:615–35 [Google Scholar]
76. Jacob BA. 2002. Where the boys aren’t: non-cognitive skills, returns to school and the gender gap in higher education. Econ. Educ. Rev. 21:589–98 [Google Scholar]
77. James E, Alsalam N, Conaty JC, To D. 1989. College quality and future earnings: Where should you send your child to college?. Am. Econ. Rev. 79:247–52 [Google Scholar]
78. Kane TJ, Rouse CE. 1995. Labor-market returns to two- and four-year college. Am. Econ. Rev. 85:600–14 [Google Scholar]
79. Kantrowitz M. 2007. The financial value of a higher education. J. Stud. Financ. Aid 37:15 [Google Scholar]
80. Kelly D, Xie H, Nord CW, Jenkins F, Chan JY, Kastberg D. 2013. Performance of U.S. 15-year-old students in mathematics, science, and reading literacy in an international context: first look at PISA 2012. Rep., NCES 2014-024, Natl. Cent. Educ. Stat., US Dep. Educ., Washington, DC. http://nces.ed.gov/pubs2014/2014024rev.pdf
81. Kinsler J, Pavan R. 2015. The specificity of general human capital: evidence from college major choice. J. Labor Econ. In press [Google Scholar]
82. Lange F, Topel R. 2006. The social value of education and human capital. In Handbook of the Economics of Education, Vol. 1, ed. EA Hanushek, F Welch, pp. 459–507. Amsterdam: North-Holland
83. Lavecchia AM, Liu H, Oreopoulos P. 2014. Behavioral economics of education: progress and possibilities. NBER Work. Pap. 20609
84. Lazear E. 1977. Education: consumption or production?. J. Polit. Econ. 85:569–97 [Google Scholar]
85. Lee D, Lemieux T. 2010. Regression discontinuity designs in economics. J. Econ. Lit. 48:281–355 [Google Scholar]
86. Levin HM, Belfield C, Muennig P, Rouse CE. 2007. The public returns to public educational investments in African-American males. Econ. Educ. Rev. 26:699–708 [Google Scholar]
87. Lochner LJ, Monge-Naranjo A. 2012. Credit constraints in education. Annu. Rev. Econ. 4:225–56 [Google Scholar]
88. Long M. 2008. College quality and early adult outcomes. Econ. Educ. Rev. 27:588–602 [Google Scholar]
89. Malamud O, Wozniak A. 2012. The impact of college on migration: evidence from the Vietnam generation. J. Hum. Resour. 47:913–50 [Google Scholar]
90. Manski CF. 1989. Schooling as experimentation: a re-appraisal of the postsecondary dropout phenomenon. Econ. Educ. Rev. 8:305–12 [Google Scholar]
91. Mincer J. 1958. Investment in human capital and personal income distribution. J. Polit. Econ. 66:281–302 [Google Scholar]
92. Neal D. 2006. Why has black-white skill convergence stopped? In Handbook of Economics of Education, Vol. 1, ed. EA Hanushek, F Welch, pp. 511–76. Amsterdam: North-Holland
93. Neumark D. 1999. Biases in twin estimates of the return to schooling. Econ. Educ. Rev. 18:143–48 [Google Scholar]
94. OECD 2013. Education at a Glance 2013: OECD Indicators Paris: OECD Publ
95. Oreopoulos P, Petronijevic U. 2013. Making college worth it: a review of research on the returns to higher education. Postsecond. Educ. U. S. 23:141–65 [Google Scholar]
96. Oreopoulos P, Salvanes KG. 2011. Priceless: the nonpecuniary benefits of schooling. J. Econ. Perspect. 25:1159–84 [Google Scholar]
97. Pallais A. 2015. Small differences that matter: mistakes in applying to college. J. Labor Econ. 33:493–520 [Google Scholar]
98. Rosen S. 1977. Human capital: a survey of empirical research. In Research in Labor Economics, Vol. 1, ed. R Ehrenberg, pp. 3–40. Greenwich, CT: JAI
99. Rouse CE. 1999. Further estimates of the economic return to schooling from a new sample of twins. Econ. Educ. Rev. 18:2149–57 [Google Scholar]
100. Stange KM. 2012. An empirical investigation of the option value of college enrollment. Am. Econ. J. Appl. Econ. 4:149–84 [Google Scholar]
101. Stantcheva S. 2014. Optimal taxation and human capital policies over the life cycle. Work. Pap., Harvard Univ., Cambridge, MA
102. Stinebrickner TR, Stinebrickner R. 2003. Working during school and academic performance. J. Labor Econ. 21:2473–91 [Google Scholar]
103. Theil P. 2011. College doesn’t create success. New York Times, Aug. 23. http://www.nytimes.com/roomfordebate/2011/08/23/spending-too-much-time-and-money-on-education/college-doesnt-create-success
104. US Dep. Educ 2013. Digest of education statistics. Natl. Cent. Educ. Stat., Washington, DC
105. Willis RJ. 1986. Human capital and the rise and fall of families. Comment. J. Labor Econ. 3:3268–92 [Google Scholar]
106. Willis RJ, Rosen S. 1979. Education and self-selection. J. Polit. Econ. 87:5S7–36 [Google Scholar]
107. Wozniak A. 2010. Are college graduates more responsive to distant labor market opportunities?. J. Hum. Resour. 45:944–70 [Google Scholar]
108. Xu JQ, Kochanek KD, Murphy SL, Tejada-Vera B. 2010. Deaths: final data for 2007. Natl. Vital Stat. Rep. 58(19), Natl. Cent. Health Stat., Hyattsville, MD
109. Zimmerman S. 2014. The returns to four-year college for academically marginal students. J. Labor Econ. 32:711–54 [Google Scholar]