- Acemoglu D, Angrist JD (2000) How large are human-capital externalities? Evidence from compulsory schooling laws. NBER Macroecon Annu 15(2000):9–74. https://doi.org/10.2307/3585383 .
Paper not yet in RePEc: Add citation now
Altonji JG, Kahn LB, Speer JD (2016) Cashier or consultant? Entry labor market conditions, field of study, and career success. J Labor Econ 34(S1):S361–S401. https://doi.org/10.1086/682938 .
- Altonji JG, Pierret CR (1997) Employer learning and the signaling value of education. In: Ohashi I, Tachibanaki T (eds) Industrial relations, incentives, and employment. Macmillan, London.
Paper not yet in RePEc: Add citation now
Altonji JG, Pierret CR (2001) Employer learning and statistical discrimination. Q J Econ 116(1):313–350. https://doi.org/10.1162/003355301556329 .
- Ambrose SA, Bridges MW, DiPietro M, Lovett MC, Norman MK (2010) How learning works: seven research-based principles for smart teaching. Wiley, New York City.
Paper not yet in RePEc: Add citation now
Arcidiacono P, Aucejo E, Maurel A, Ransom T (2016) College attrition and the dynamics of information revelation. NBER Working Paper No. 22325.
Arcidiacono P, Bayer P, Hizmo A (2010) Beyond signaling and human capital: education and the revelation of ability. Am Econ J Appl Econ 2(4):76–104. https://doi.org/10.1257/app.2.4.76 .
Arrow KJ (1973) Higher education as a filter. J Public Econ 2:193–216. https://doi.org/10.1007/s003550050148 .
Arteaga C (2018) The effect of human capital on earnings: evidence from a reform at Colombia’s top university. J Public Econ 157:212–225. https://doi.org/10.1016/j.jpubeco.2017.10.007 .
- Arum R, Roksa J (2011) Academically adrift: limited learning on college campuses. University of Chicago Press, Chicago.
Paper not yet in RePEc: Add citation now
Aryal G, Bhuller M, Lange F (2019) Signaling and employer learning with instruments. NBER Working Paper No. 25885. https://doi.org/10.3386/w25885 .
Baker M, Gruber J, Milligan K (2015) Non-cognitive deficits and young adult outcomes: the long-run impacts of a universal child care program. NBER Working Paper No. 21571.
- Barnett SM, Ceci SJ (2002) When and where do we apply what we learn? A taxonomy of far transfer. Psychol Bull 128(4):612–637. https://doi.org/10.1037//0033-2909.128.4.612 .
Paper not yet in RePEc: Add citation now
- Battu H, Belfield CR, Sloane PJ (2003) Human capital spill-overs within the workplace. Oxford Bull Econ Stat 65(5):575–594. https://doi.org/10.1111/j.1468-0084.2003.00062.x .
Paper not yet in RePEc: Add citation now
Bauer TK, Haisken-Denew JP (2001) Employer learning and the returns to schooling. Labour Econ 8:161–180. https://doi.org/10.1016/S0927-5371(01)00026-4 .
- Becker GS (1964) Human capital: a theoretical and empirical analysis, with special reference to education. National Bureau of Economic Research, Cambridge.
Paper not yet in RePEc: Add citation now
Bedard K (2001) Human capital versus signaling models: university access and high school dropouts. J Polit Econ 109(4):749–775. https://doi.org/10.1086/322089 .
- Bellemare MF, Bloem JR (2019) The paper of how: estimating treatment effects using the front-door criterion (unpublished).
Paper not yet in RePEc: Add citation now
Belman D, Heywood JS (1991) Sheepskin effects in the returns to education: an examination of women and minorities. Rev Econ Stat 73(4):720–724. https://doi.org/10.2307/2109413 .
Belman D, Heywood JS (1997) Sheepskin effects by cohort: implications of job matching in a signaling model. Oxf Econ Pap 49(4):623–637. https://doi.org/10.1093/oxfordjournals.oep.a028628 .
Bentsen KH, Munch JR, Schaur G (2019) Education spillovers within the workplace. Econ Lett 175:57–59. https://doi.org/10.1016/j.econlet.2018.11.025 .
Bidner C (2014) A spillover-based theory of credentialism. Can J Econ/Revue canadienne d’économique 47(4):1387–1425. https://doi.org/10.1111/caje.12110 .
- Bingley P, Christensen K, Markwardt K (2015) Signaling and productivity in the private financial returns to schooling (unpublished).
Paper not yet in RePEc: Add citation now
Bitzan JD (2009) Do Sheepskin effects help explain racial earnings differences? Econ Educ Rev 28(6):759–766. https://doi.org/10.1016/j.econedurev.2008.10.003 .
- Bol T, Van De Werfhorst HG (2011) Signals and closure by degrees: the education effect across 15 European countries. Res Soc Stratif Mobil 29(1):119–132. https://doi.org/10.1016/j.rssm.2010.12.002 .
Paper not yet in RePEc: Add citation now
Botelho A, Pinto LC (2004) Students’ expectations of the economic returns to college education: results of a controlled experiment. Econ Educ Rev 23(6):645–653. https://doi.org/10.1016/j.econedurev.2004.03.005 .
Brunello G, Rocco L (2017) The labour market effects of academic and vocational education over the life cycle: evidence from two British cohorts. J Hum Cap 11(1):106–166. https://doi.org/10.1086/690234 .
Caicedo FV (2019) The mission: human capital transmission, economic persistence, and culture in South America. Q J Econ 134(1):507–556. https://doi.org/10.1093/qje/qjy024 .
- Caplan B (2018) The case against education: why the education system is a waste of time and money. Princeton University Press, Princeton.
Paper not yet in RePEc: Add citation now
Card D (1999) Chapter 30: The causal effect of education on earnings. In: Ashenfelter OE, Card D (eds) Handbook of labor economics, vol 3. North-Holland, New York, pp 1801–1863.
Cardoso AR, Guimarães P, Portugal P, Reis H (2018) The returns to schooling unveiled. IZA Discussion Paper No. 11419.
Carneiro P, Ginja R (2014) Long term health and behavioral impacts of compensatory pre-school: evidence from head start. Am Econ J Econ Policy 6(4):135–173. https://doi.org/10.1257/pol.6.4.135 .
Chetty R, Friedman JN, Hilger N, Saez E, Schanzenbach DW, Yagan D (2011) How does your kindergarten classroom affect your earnings? Evidence from project star. Q J Econ 126(4):1593–1660. https://doi.org/10.3386/w16381 .
Chetty R, Friedman JN, Rockoff JE (2014) Measuring the impacts of teachers II: teacher value-added and student outcomes in adulthood. Am Econ Rev 104(9):2633–2679. https://doi.org/10.3386/w19423 .
Chingos MM, Peterson PE (2011) It’s easier to pick a good teacher than to train one: familiar and new results on the correlates of teacher effectiveness. Econ Educ Rev 30(3):449–465. https://doi.org/10.1016/j.econedurev.2010.12.010 .
Chiswick BR (1973) Racial discrimination in the labor market: a test of alternative hypotheses. J Polit Econ 81(6):1330–1352. https://doi.org/10.1086/260130 .
Ciccone A, Peri G (2006) Identifying human-capital externalities: theory with applications. Rev Econ Stud 73(2):381–412. https://doi.org/10.1111/j.1467-937X.2006.00380.x .
Clark D, Martorell P (2014) The signaling value of a high school diploma. J Polit Econ 122(2):282–318. https://doi.org/10.1086/675238 .
- Crook TR, Todd SY, Combs JG, Woehr DJ, Ketchen DJ (2011) Does human capital matter? A meta-analysis of the relationship between human capital and firm performance. J Appl Psychol 96(3):443–456. https://doi.org/10.1037/a0022147 .
Paper not yet in RePEc: Add citation now
Cunha F, Heckman JJ (2007) Identifying and estimating the distributions of ex post and ex ante returns to schooling. Labour Econ 14(6):870–893. https://doi.org/10.1016/j.labeco.2007.06.002 .
Deming DJ (2014) Using school choice lotteries to test measures of school effectiveness. Am Econ Rev 104(5):406–411. https://doi.org/10.1257/aer.104.5.406 .
- Eble A, Hu F (2016) The importance of educational credentials: schooling decisions and returns in modern China (unpublished).
Paper not yet in RePEc: Add citation now
Fang H (2006) Disentangling the college wage premium: estimating a model with endogenous education choices. Int Econ Rev 47(4):1151–1185. https://doi.org/10.1111/j.1468-2354.2006.00409.x .
Farber HS, Gibbons R (1996) Learning and wage dynamics. Q J Econ 111(4):1007–1047. https://doi.org/10.2307/2946706 .
Flores-Lagunes A, Light A (2010) Interpreting degree effects in the returns to education. J Human Resour 45(2):439–467.
Frazis H (1993) Selection bias and the degree effect. J Human Resour 28(3):538–554. https://doi.org/10.2307/146159 .
Fryer RG, Levitt SD (2004) Understanding the black-white test score gap in the first two years of school. Rev Econ Stat 86(2):447–464. https://doi.org/10.1162/003465304323031049 .
Gibson J (2000) Sheepskin effects and the returns to education in New Zealand: do they differ by ethnic groups? N Z Econ Pap 34(2):201–220. https://doi.org/10.1080/00779950009544323 .
- Goldin CD, Katz LF (2009) The race between education and technology. Harvard University Press, Cambridge.
Paper not yet in RePEc: Add citation now
Goodman J (2019) The labor of division: returns to compulsory high school math coursework. J Labor Econ 37(4):1141–1182. https://doi.org/10.1086/703135 .
Graetz G (2017) Human capital, signaling, and employer learning: what insights do we gain from regression discontinuity designs? IZA Working Paper No. 11125.
- Green DP, Ha SE, Bullock JG (2010) Enough already about “black box” experiments: studying mediation is more difficult than most scholars suppose. Ann Am Acad Polit Soc Sci 628(1):200–208.
Paper not yet in RePEc: Add citation now
- Gunderson S, Oreopoulos P (2010) Returns to education in developed countries. In: Baker E, Peterson P, McGaw B (eds) International encyclopedia of education, 3rd edn. Elsevier, Oxford.
Paper not yet in RePEc: Add citation now
Habermalz S (2011) The speed of employer learning and job market signalling revisited. Appl Econ Lett 18(7):607–610. https://doi.org/10.1080/13504851.2010.482514 .
Hanushek EA (2016) Will more higher education improve economic growth? Oxf Rev Econ Policy 32(4):538–552. https://doi.org/10.1093/oxrep/grw025 .
- Haswell RH (2012) Methodologically adrift. Coll Compos Commun 63(3):487–491.
Paper not yet in RePEc: Add citation now
Heckman JJ, Humphries JE, Veramendi G (2018) Returns to education: the causal effects of education on earnings, health and smoking. J Polit Econ 126(S1):S197–S246. https://doi.org/10.3386/w22291 .
Heckman JJ, Pinto R, Savelyev P (2013) Understanding the mechanisms through which an influential early childhood program boosted adult outcomes. Am Econ Rev 103(6):1–35. https://doi.org/10.1257/aer.103.6.2052 .
Henderson DJ, Polachek SW, Wang L (2011) Heterogeneity in schooling rates of return. Econ Educ Rev 30(6):1202–1214. https://doi.org/10.1016/j.econedurev.2011.05.002 .
Hopkins E (2012) Job market signaling of relative position, or becker married to spence. J Eur Econ Assoc 10(2):290–322. https://doi.org/10.1111/j.1542-4774.2010.01047.x .
Hungerford T, Solon G (1987) Sheepskin effects in the returns to education. Rev Econ Stat 69(1):175–177. https://doi.org/10.2307/1937919 .
Hussey A (2012) Human capital augmentation versus the signaling value of MBA education. Econ Educ Rev 31(4):442–451. https://doi.org/10.1016/j.econedurev.2011.12.004 .
- Imai K, Keele L, Tingley D (2010) A general approach to causal mediation analysis. Psychol Methods 15(4):309–334. https://doi.org/10.1037/a0020761 .
Paper not yet in RePEc: Add citation now
Jaeger DA, Page ME (1996) Degrees matter: new evidence on Sheepskin effects in the returns to education. Rev Econ Stat 78(4):733–740. https://doi.org/10.2307/2109960 .
Jovanovic B (1979) Job matching and the theory of turnover. J Polit Econ 87(5):972–990. https://doi.org/10.1086/260808 .
- Kaymak B (2012) Quantifying the signaling role of education. In: Society of labor economists, p 40.
Paper not yet in RePEc: Add citation now
Kremer M (1993) The O-ring theory of economic development. Q J Econ 108(3):551–575. https://doi.org/10.2307/2118400 .
Lang K, Kropp D (1986) Human capital versus sorting: the effects of compulsory attendance laws. Q J Econ 101(3):609–624. https://doi.org/10.2307/1885699 .
Lange F (2007) The speed of employer learning. J Labor Econ 25(1):1–35. https://doi.org/10.1086/508730 .
Lange F, Topel R (2006) The social value of education and human capital. In: Hanushek E, Welch F (eds) Handbook of the economics of education, vol 1. North-Holland, Amsterdam, pp 459–509.
Layard R, Psacharopoulos G (1974) The screening hypothesis and the returns to education. J Polit Econ 82(5):985. https://doi.org/10.1086/260251 .
Light A, McGee A (2015) Does employer learning vary by schooling attainment? The answer depends on how career start dates are defined. Labour Econ 32:57–66. https://doi.org/10.1016/j.labeco.2014.12.002 .
- Lovenheim M, Turner S (2018) Economics of education, 1st edn. Worth Publishers, New York.
Paper not yet in RePEc: Add citation now
Machin S, Marie O, Vujic S (2011) The crime reducing effect of education. Econ J 121(2011):463–484. https://doi.org/10.1111/j.1468-0297.2011.02430.x .
- Mankiw NG (2014) Principles of microeconomics, 7th edn. Cengage Learning, Mason.
Paper not yet in RePEc: Add citation now
Manski CF (2004) Measuring expectations. Econometrica 72(5):1329–1376. https://doi.org/10.1111/j.1468-0262.2004.00537.x .
Moretti E (2004) Estimating the social return to higher education: evidence from longitudinal and repeated cross-sectional data. J Econom 121(1–2):175–212. https://doi.org/10.1016/j.jeconom.2003.10.015 .
- Morgan SN, Winship C (2014) Counterfactuals and causal inference. Cambridge University Press, Cambridge.
Paper not yet in RePEc: Add citation now
Oreopoulos P, Salvanes KG (2011) Priceless: the nonpecuniary benefits of schooling. J Econ Perspect 25(1):159–184. https://doi.org/10.1257/jep.25.1.159 .
- Page M (2010) Signaling in the labor market. In: Baker E, Peterson P, McGaw B (eds) International encyclopedia of education, 3rd edn. Elsevier, Oxford.
Paper not yet in RePEc: Add citation now
- Pascarella ET, Blaich C, Martin GL, Hanson JM (2011) How robust are the findings of academically adrift? Change Mag High Learn 43(3):20–24. https://doi.org/10.3200/CHNG.40.4.50-54 .
Paper not yet in RePEc: Add citation now
- Pearl J (2009) Causality, 2nd edn. Cambridge University Press, Cambridge.
Paper not yet in RePEc: Add citation now
Pischke JS (2007) The impact of length of the school year on student performance and earnings: evidence from the German short school years. Econ J 117(523):1216–1242. https://doi.org/10.1111/j.1468-0297.2007.02080.x .
- Ritchie SJ, Tucker-Drob EM (2018) How much does education improve intelligence? A meta-analysis. Psychol Sci 29:1358–1369. https://doi.org/10.1177/0956797618774253 .
Paper not yet in RePEc: Add citation now
- Rivera LA (2011) Ivies, extracurriculars, and exclusion: elite employers’ use of educational credentials. Res Soc Stratif Mobil 29(1):71–90. https://doi.org/10.1016/j.rssm.2010.12.001 .
Paper not yet in RePEc: Add citation now
Rivera LA (2016) Pedigree: how elite students get jobs. Princeton University Press, Princeton.
Sacerdote B (2001) Peer effects with random assignment: results for Dartmouth roommates. Q J Econ 116(2):681–704. https://doi.org/10.1162/00335530151144131 .
- Sala G, Aksayli ND, Tatlidil KS, Tatsumi T, Gondo Y, Gobet F (2019) Near and far transfer in cognitive training: a second-order meta-analysis. Collabra Psychol 5(1):18. https://doi.org/10.1525/collabra.203 .
Paper not yet in RePEc: Add citation now
- Schultz TW (1963) The economic value of education. Columbia University Press, New York.
Paper not yet in RePEc: Add citation now
Spence M (1973) Job market signaling. Q J Econ 87(3):355. https://doi.org/10.2307/1882010 .
Stiglitz JE (1975) The theory of screening, education, and the distribution of income. Am Econ Rev 65(3):283–300. https://doi.org/10.2307/1804834 .
- Stiglitz JE, Weiss A (1994) Sorting out the differences between signaling and screening models. In: Bacharach MO, Dempster MA, Enos JL (eds) Mathematical models in economics. Oxford University Press, Oxford.
Paper not yet in RePEc: Add citation now
Stinebrickner R, Stinebrickner TR (2014) A major in science? Initial beliefs and final outcomes for college major and dropout. Rev Econ Stud 81(1):426–472. https://doi.org/10.3386/w19165 .
Topel R (1999) Chapter 44: Labor markets and economic growth. In: Ashenfelter O, Card D (eds) Handbook of labor economics, vol 3, 1st edn. Elsevier, Amsterdam, pp 2943–2984.
Trostel P, Walker I, Woolley P (2002) Estimates of the economic return to schooling for 28 countries. Labour Econ 9:1–16. https://doi.org/10.1016/S0927-5371(01)00052-5 .
Tyler JH, Murnane RJ, Willett JB (2000) Estimating the labor market signaling value of the GED. Q J Econ 115(2):431–468. https://doi.org/10.1162/003355300554818 .
Valero A, Van Reenen J (2019) The economic impact of universities: evidence from across the globe. Econ Educ Rev 68:53–67. https://doi.org/10.1016/j.econedurev.2018.09.001 .
- van der Meer PH (2011) Educational credentials and external effects: a test for the Netherlands. Res Soc Stratif Mobil 29(1):107–118. https://doi.org/10.1016/j.rssm.2010.12.003 .
Paper not yet in RePEc: Add citation now
Van Der Velden R, Bijlsma I (2016) College wage premiums and skills: a cross-country analysis. Oxf Rev Econ Policy 32(4):497–513. https://doi.org/10.1093/oxrep/grw027 .
Waldman M (2016) The dual avenues of labor market signaling. Labour Econ 41:120–134. https://doi.org/10.1016/j.labeco.2016.05.001 .
Weiss A (1995) Human capital vs. signalling explanations of wages. J Econ Perspect 9(4):133–154. https://doi.org/10.1257/jep.9.4.133 .
- West MR, Kraft MA, Finn AS, Martin RE, Duckworth AL, Gabrieli CFO, Gabrieli JDE (2016) Promise and paradox: measuring students’ non-cognitive skills and the impact of schooling. Educ Eval Policy Anal 38(1):148–170. https://doi.org/10.3102/0162373715597298 .
Paper not yet in RePEc: Add citation now
Wolpin KI (1977) Education and screening. Am Econ Rev 67(5):949–958.