IDEAS home Printed from https://ideas.repec.org/a/spr/empeco/v60y2021i5d10.1007_s00181-020-01837-z.html
   My bibliography  Save this article

Human capital versus signaling is empirically unresolvable

Author

Listed:
  • Nick Huntington-Klein

    (California State University, Fullerton)

Abstract

Economists offer two main explanations for the causal labor market returns to education. The first is human capital accumulation: Education improves ability. The second is signaling: Education allows high-ability students to distinguish themselves. A major point of interest is the relative contributions of these effects. I demonstrate the theoretical and empirical conditions necessary to identify the relative contribution of the two models. Then, I review the existing literature to evaluate whether the feasible set of empirical estimates is capable of meeting those conditions and so informing theory. Empirical evidence is capable of rejecting pure human capital and signaling models and usually does so. I argue that, for the general question of relative contribution, necessary identification conditions are not met, and partial identification bounds are wide. Two models with different nonzero contributions of human capital and signaling cannot be empirically distinguished, limiting the usefulness of human capital versus signaling as a framing for understanding the return to education and for policy.

Suggested Citation

  • Nick Huntington-Klein, 2021. "Human capital versus signaling is empirically unresolvable," Empirical Economics, Springer, vol. 60(5), pages 2499-2531, May.
  • Handle: RePEc:spr:empeco:v:60:y:2021:i:5:d:10.1007_s00181-020-01837-z
    DOI: 10.1007/s00181-020-01837-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00181-020-01837-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s00181-020-01837-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jörn-Steffen Pischke, 2007. "The Impact of Length of the School Year on Student Performance and Earnings: Evidence From the German Short School Years," Economic Journal, Royal Economic Society, vol. 117(523), pages 1216-1242, October.
    2. James Heckman & Rodrigo Pinto & Peter Savelyev, 2013. "Understanding the Mechanisms through Which an Influential Early Childhood Program Boosted Adult Outcomes," American Economic Review, American Economic Association, vol. 103(6), pages 2052-2086, October.
    3. Valero, Anna & Van Reenen, John, 2019. "The economic impact of universities: Evidence from across the globe," Economics of Education Review, Elsevier, vol. 68(C), pages 53-67.
    4. Antonio Ciccone & Giovanni Peri, 2006. "Identifying Human-Capital Externalities: Theory with Applications," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(2), pages 381-412.
    5. Gaurab Aryal & Manudeep Bhuller & Fabian Lange, 2022. "Signaling and Employer Learning with Instruments," American Economic Review, American Economic Association, vol. 112(5), pages 1669-1702, May.
    6. Kelly Bedard, 2001. "Human Capital versus Signaling Models: University Access and High School Dropouts," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 749-775, August.
    7. Joseph G. Altonji & Charles R. Pierret, 2001. "Employer Learning and Statistical Discrimination," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 313-350.
    8. Stiglitz, Joseph E, 1975. "The Theory of "Screening," Education, and the Distribution of Income," American Economic Review, American Economic Association, vol. 65(3), pages 283-300, June.
    9. Hugo Reis & Paulo Guimarães & Pedro Portugal & Ana Rute Cardoso, 2018. "The returns to schooling unveiled," Working Papers w201805, Banco de Portugal, Economics and Research Department.
    10. Kevin Lang & David Kropp, 1986. "Human Capital Versus Sorting: The Effects of Compulsory Attendance Laws," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(3), pages 609-624.
    11. John H. Tyler & Richard J. Murnane & John B. Willett, 2000. "Estimating the Labor Market Signaling Value of the GED," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 431-468.
    12. repec:eee:labchp:v:3:y:1999:i:pc:p:2943-2984 is not listed on IDEAS
    13. Ed Hopkins, 2012. "Job Market Signaling Of Relative Position, Or Becker Married To Spence," Journal of the European Economic Association, European Economic Association, vol. 10(2), pages 290-322, April.
    14. Botelho, Anabela & Pinto, Ligia Costa, 2004. "Students' expectations of the economic returns to college education: results of a controlled experiment," Economics of Education Review, Elsevier, vol. 23(6), pages 645-653, December.
    15. Arteaga, Carolina, 2018. "The effect of human capital on earnings: Evidence from a reform at Colombia's top university," Journal of Public Economics, Elsevier, vol. 157(C), pages 212-225.
    16. Steffen Habermalz, 2011. "The speed of employer learning and job market signalling revisited," Applied Economics Letters, Taylor & Francis Journals, vol. 18(7), pages 607-610.
    17. Stephen Machin & Olivier Marie & Sunčica Vujić, 2011. "The Crime Reducing Effect of Education," Economic Journal, Royal Economic Society, vol. 121(552), pages 463-484, May.
    18. Alfonso Flores-Lagunes & Audrey Light, 2010. "Interpreting Degree Effects in the Returns to Education," Journal of Human Resources, University of Wisconsin Press, vol. 45(2).
    19. Michael Kremer, 1993. "The O-Ring Theory of Economic Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 551-575.
    20. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood," American Economic Review, American Economic Association, vol. 104(9), pages 2633-2679, September.
    21. Ralph Stinebrickner & Todd R. Stinebrickner, 2014. "A Major in Science? Initial Beliefs and Final Outcomes for College Major and Dropout," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 426-472.
    22. Pedro Carneiro & Rita Ginja, 2014. "Long-Term Impacts of Compensatory Preschool on Health and Behavior: Evidence from Head Start," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 135-173, November.
    23. Raj Chetty & John N. Friedman & Nathaniel Hilger & Emmanuel Saez & Diane Whitmore Schanzenbach & Danny Yagan, 2011. "How Does Your Kindergarten Classroom Affect Your Earnings? Evidence from Project Star," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1593-1660.
    24. Moretti, Enrico, 2004. "Estimating the social return to higher education: evidence from longitudinal and repeated cross-sectional data," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 175-212.
    25. Jovanovic, Boyan, 1979. "Job Matching and the Theory of Turnover," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 972-990, October.
    26. Bauer, Thomas K. & Haisken-DeNew, John P., 2001. "Employer learning and the returns to schooling," Labour Economics, Elsevier, vol. 8(2), pages 161-180, May.
    27. Henry S. Farber & Robert Gibbons, 1996. "Learning and Wage Dynamics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(4), pages 1007-1047.
    28. Bruce Sacerdote, 2001. "Peer Effects with Random Assignment: Results for Dartmouth Roommates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 681-704.
    29. Joshua Goodman, 2019. "The Labor of Division: Returns to Compulsory High School Math Coursework," Journal of Labor Economics, University of Chicago Press, vol. 37(4), pages 1141-1182.
    30. Chris Bidner, 2014. "A spillover‐based theory of credentialism," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 47(4), pages 1387-1425, November.
    31. James J. Heckman & John Eric Humphries & Gregory Veramendi, 2018. "Returns to Education: The Causal Effects of Education on Earnings, Health, and Smoking," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 197-246.
    32. David J. Deming, 2014. "Using School Choice Lotteries to Test Measures of School Effectiveness," American Economic Review, American Economic Association, vol. 104(5), pages 406-411, May.
    33. Cunha, Flavio & Heckman, James J., 2007. "Identifying and Estimating the Distributions of Ex Post and Ex Ante Returns to Schooling," Labour Economics, Elsevier, vol. 14(6), pages 870-893, December.
    34. Rolf van der Velden & Ineke Bijlsma, 2016. "College wage premiums and skills: a cross-country analysis," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 32(4), pages 497-513.
    35. Topel, Robert, 1999. "Labor markets and economic growth," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 44, pages 2943-2984, Elsevier.
    36. Joseph G. Altonji & Lisa B. Kahn & Jamin D. Speer, 2016. "Cashier or Consultant? Entry Labor Market Conditions, Field of Study, and Career Success," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 361-401.
    37. Belman, Dale & Heywood, John S, 1991. "Sheepskin Effects in the Returns to Education: An Examination on Women and Minorities," The Review of Economics and Statistics, MIT Press, vol. 73(4), pages 720-724, November.
    38. Hungerford, Thomas & Solon, Gary, 1987. "Sheepskin Effects in the Returns to Education," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 175-177, February.
    39. Tyler Ransom & Esteban Aucejo & Arnaud Maurel & Peter Arcidiacono, 2014. "College Attrition and the Dynamics of Information Revelation," 2014 Meeting Papers 529, Society for Economic Dynamics.
    40. Chingos, Matthew M. & Peterson, Paul E., 2011. "It's easier to pick a good teacher than to train one: Familiar and new results on the correlates of teacher effectiveness," Economics of Education Review, Elsevier, vol. 30(3), pages 449-465, June.
    41. Bitzan, John D., 2009. "Do sheepskin effects help explain racial earnings differences?," Economics of Education Review, Elsevier, vol. 28(6), pages 759-766, December.
    42. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, September.
    43. Felipe Valencia Caicedo, 2019. "The Mission: Human Capital Transmission, Economic Persistence, and Culture in South America," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 507-556.
    44. Andrew Weiss, 1995. "Human Capital vs. Signalling Explanations of Wages," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 133-154, Fall.
    45. Peter Arcidiacono & Patrick Bayer & Aurel Hizmo, 2010. "Beyond Signaling and Human Capital: Education and the Revelation of Ability," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 76-104, October.
    46. Lauren A. Rivera, 2016. "Pedigree: How Elite Students Get Elite Jobs," Economics Books, Princeton University Press, edition 2, number 10723.
    47. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    48. Light, Audrey & McGee, Andrew, 2015. "Does employer learning vary by schooling attainment? The answer depends on how career start dates are defined," Labour Economics, Elsevier, vol. 32(C), pages 57-66.
    49. Jaeger, David A & Page, Marianne E, 1996. "Degrees Matter: New Evidence on Sheepskin Effects in the Returns to Education," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 733-740, November.
    50. Hussey, Andrew, 2012. "Human capital augmentation versus the signaling value of MBA education," Economics of Education Review, Elsevier, vol. 31(4), pages 442-451.
    51. Henderson, Daniel J. & Polachek, Solomon W. & Wang, Le, 2011. "Heterogeneity in schooling rates of return," Economics of Education Review, Elsevier, vol. 30(6), pages 1202-1214.
    52. Giorgio Brunello & Lorenzo Rocco, 2017. "The Labor Market Effects of Academic and Vocational Education over the Life Cycle: Evidence Based on a British Cohort," Journal of Human Capital, University of Chicago Press, vol. 11(1), pages 106-166.
    53. Graetz, Georg, 2017. "Human Capital, Signaling, and Employer Learning: What Insights Do We Gain from Regression Discontinuity Designs?," IZA Discussion Papers 11125, Institute of Labor Economics (IZA).
    54. Lange, Fabian & Topel, Robert, 2006. "The Social Value of Education and Human Capital," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 8, pages 459-509, Elsevier.
    55. Trostel, Philip & Walker, Ian & Woolley, Paul, 2002. "Estimates of the economic return to schooling for 28 countries," Labour Economics, Elsevier, vol. 9(1), pages 1-16, February.
    56. Roland G. Fryer & Steven D. Levitt, 2004. "Understanding the Black-White Test Score Gap in the First Two Years of School," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 447-464, May.
    57. Hanming Fang, 2006. "Disentangling The College Wage Premium: Estimating A Model With Endogenous Education Choices," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 47(4), pages 1151-1185, November.
    58. Erik Hanushek & F. Welch (ed.), 2006. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 1, number 1, June.
    59. Layard, Richard & Psacharopoulos, George, 1974. "The Screening Hypothesis and the Returns to Education," Journal of Political Economy, University of Chicago Press, vol. 82(5), pages 985-998, Sept./Oct.
    60. Arrow, Kenneth J., 1973. "Higher education as a filter," Journal of Public Economics, Elsevier, vol. 2(3), pages 193-216, July.
    61. Erik Hanushek & F. Welch (ed.), 2006. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 2, number 2, June.
    62. Harley Frazis, 1993. "Selection Bias and the Degree Effect," Journal of Human Resources, University of Wisconsin Press, vol. 28(3), pages 538-554.
    63. Wolpin, Kenneth I, 1977. "Education and Screening," American Economic Review, American Economic Association, vol. 67(5), pages 949-958, December.
    64. Bentsen, Kristian Hedeager & Munch, Jakob R. & Schaur, Georg, 2019. "Education spillovers within the workplace," Economics Letters, Elsevier, vol. 175(C), pages 57-59.
    65. Philip Oreopoulos & Kjell G. Salvanes, 2011. "Priceless: The Nonpecuniary Benefits of Schooling," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 159-184, Winter.
    66. Eric A. Hanushek, 2016. "Will more higher education improve economic growth?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 32(4), pages 538-552.
    67. Waldman, Michael, 2016. "The dual avenues of labor market signaling," Labour Economics, Elsevier, vol. 41(C), pages 120-134.
    68. Belman, Dale & Heywood, John S, 1997. "Sheepskin Effects by Cohort: Implications of Job Matching in a Signaling Model," Oxford Economic Papers, Oxford University Press, vol. 49(4), pages 623-637, October.
    69. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    70. John Gibson, 2000. "Sheepskin effects and the returns to education in New Zealand: Do they differ by ethnic groups?," New Zealand Economic Papers, Taylor & Francis Journals, vol. 34(2), pages 201-220.
    71. Damon Clark & Paco Martorell, 2014. "The Signaling Value of a High School Diploma," Journal of Political Economy, University of Chicago Press, vol. 122(2), pages 282-318.
    72. Chiswick, Barry R, 1973. "Racial Discrimination in the Labor Market: A Test of Alternative Hypotheses," Journal of Political Economy, University of Chicago Press, vol. 81(6), pages 1330-1352, Nov.-Dec..
    73. Michael Baker & Jonathan Gruber & Kevin Milligan, 2015. "Non-Cognitive Deficits and Young Adult Outcomes: The Long-Run Impacts of a Universal Child Care Program," NBER Working Papers 21571, National Bureau of Economic Research, Inc.
    74. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    75. Fabian Lange, 2007. "The Speed of Employer Learning," Journal of Labor Economics, University of Chicago Press, vol. 25(1), pages 1-35.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Karol Mazur, 2021. "A note on pessimism in education and its economic consequences," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(4), pages 773-783, December.
    2. Bernd Frick & Fabian Lensing & Lisa Beck-Werz, 2023. "When an Exchange Semester Is No Longer Enough: Why and How the Bologna-Reforms Changed the Behavior of High-Ability Students?," Economies, MDPI, vol. 11(4), pages 1-16, March.
    3. Naven, Matthew & Whalen, Daniel, 2022. "The signaling value of university rankings: Evidence from top 14 law schools," Economics of Education Review, Elsevier, vol. 89(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Gaurab Aryal & Manudeep Bhuller & Fabian Lange, 2022. "Signaling and Employer Learning with Instruments," American Economic Review, American Economic Association, vol. 112(5), pages 1669-1702, May.
    2. Nakabayashi, Masaki, 2011. "Schooling, employer learning, and internal labor market effect: Wage dynamics and human capital investment in the Japanese steel industry, 1930-1960s," MPRA Paper 30597, University Library of Munich, Germany.
    3. Theodore Koutmeridis, 2013. "The Market for "Rough Diamonds": Information, Finance and Wage Inequality," CDMA Working Paper Series 201307, Centre for Dynamic Macroeconomic Analysis, revised 14 Oct 2013.
    4. Georg Graetz, 2021. "On the interpretation of diploma wage effects estimated by regression discontinuity designs," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(1), pages 228-258, February.
    5. Wang, Jun & Li, Bo, 2020. "Does employer learning with statistical discrimination exist in China? Evidence from Chinese Micro Survey Data," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 319-333.
    6. Feng, Andy & Graetz, Georg, 2017. "A question of degree: The effects of degree class on labor market outcomes," Economics of Education Review, Elsevier, vol. 61(C), pages 140-161.
    7. Habermalz, Steffen, 2003. "Job Matching and the Returns to Educational Signals," IZA Discussion Papers 726, Institute of Labor Economics (IZA).
    8. Graetz, Georg, 2017. "Human Capital, Signaling, and Employer Learning: What Insights Do We Gain from Regression Discontinuity Designs?," IZA Discussion Papers 11125, Institute of Labor Economics (IZA).
    9. Piopiunik, Marc & Schwerdt, Guido & Simon, Lisa & Woessmann, Ludger, 2020. "Skills, signals, and employability: An experimental investigation," European Economic Review, Elsevier, vol. 123(C).
    10. Masashi Tanaka, 2020. "Human capital investment, credentialing, and wage differentials," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 22(4), pages 992-1016, August.
    11. Alfonso Flores-Lagunes & Audrey Light, 2010. "Interpreting Degree Effects in the Returns to Education," Journal of Human Resources, University of Wisconsin Press, vol. 45(2).
    12. Tali Regev, 2007. "Imperfect information, self-selection and the market for higher education," Working Paper Series 2007-18, Federal Reserve Bank of San Francisco.
    13. Lisa Grazzini, 2016. "The Importance of the Quality of Education: Some Determinants and its Effects on Earning Returns and Economic Growth," ECONOMIA PUBBLICA, FrancoAngeli Editore, vol. 2016(2), pages 43-82.
    14. Waldman, Michael, 2016. "The dual avenues of labor market signaling," Labour Economics, Elsevier, vol. 41(C), pages 120-134.
    15. Gemus, Jonathan, 2010. "College Achievement and Earnings," Working Paper Series 2010:1, Uppsala University, Department of Economics.
    16. Lisa Simon, 2019. "Microeconometric Analyses on Determinants of Individual Labour Market Outcomes," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 83.
    17. Laura Ehrmantraut & Pia Pinger & Renske Stans, 2020. "The Expected (Signaling) Value of Higher Education," CESifo Working Paper Series 8589, CESifo.
    18. Ashley C. Craig, 2023. "Optimal Income Taxation with Spillovers from Employer Learning," American Economic Journal: Economic Policy, American Economic Association, vol. 15(2), pages 82-125, May.
    19. NAKABAYASHI, Masaki, 2011. "Acquired Skills and Learned Abilities: Wage Dynamics of Blue-collar Workers in Internal Labor Markets," ISS Discussion Paper Series (series F) f153, Institute of Social Science, The University of Tokyo, revised Apr 2012.
    20. Graetz, Georg, 2023. "Imperfect Signals," IZA Discussion Papers 16104, Institute of Labor Economics (IZA).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:empeco:v:60:y:2021:i:5:d:10.1007_s00181-020-01837-z. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.