IDEAS home Printed from https://ideas.repec.org/a/kap/pubcho/v157y2013i3p671-689.html
   My bibliography  Save this article

The size of human capital externalities: cross-country evidence

Author

Listed:
  • Rasmus Thönnessen
  • Erich Gundlach

Abstract

Human capital accumulation is usually held to generate positive externalities. However, the empirical evidence on human capital externalities has been scarce and inconclusive. The missing evidence appears to be caused by misleading comparisons between private and social rates of return, by incorrect interpretations of regression coefficients, or by an inappropriate level of aggregation. Our own estimates point to relatively robust empirical evidence for a human capital externality that is about twice as large as a benchmark estimate, which is derived from a standard parameterization of a simple growth model. We ponder a possible causal link from human capital to social capital in the context of alternative views of long run development and argue that the grand transition view (Paldam 2002 ) is compatible with the existence of a large human capital externality. Copyright Springer Science+Business Media New York 2013

Suggested Citation

  • Rasmus Thönnessen & Erich Gundlach, 2013. "The size of human capital externalities: cross-country evidence," Public Choice, Springer, vol. 157(3), pages 671-689, December.
  • Handle: RePEc:kap:pubcho:v:157:y:2013:i:3:p:671-689
    DOI: 10.1007/s11127-013-0080-z
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11127-013-0080-z
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11127-013-0080-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. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    3. Masters, William A & McMillan, Margaret S, 2001. "Climate and Scale in Economic Growth," Journal of Economic Growth, Springer, vol. 6(3), pages 167-186, September.
    4. Caselli, Francesco, 2005. "Accounting for Cross-Country Income Differences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 9, pages 679-741, Elsevier.
    5. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    6. 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.
    7. William Hauk & Romain Wacziarg, 2009. "A Monte Carlo study of growth regressions," Journal of Economic Growth, Springer, vol. 14(2), pages 103-147, June.
    8. Berggren, Niclas & Bjørnskov, Christian, 2011. "Is the importance of religion in daily life related to social trust? Cross-country and cross-state comparisons," Journal of Economic Behavior & Organization, Elsevier, vol. 80(3), pages 459-480.
    9. Alwyn Young, 1991. "Learning by Doing and the Dynamic Effects of International Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 369-405.
    10. Edward L. Glaeser & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2004. "Do Institutions Cause Growth?," Journal of Economic Growth, Springer, vol. 9(3), pages 271-303, September.
    11. Stokey, Nancy L, 1988. "Learning by Doing and the Introduction of New Goods," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 701-717, August.
    12. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    13. Carstensen Kai & Hartmann Susanne & Gundlach Erich, 2009. "The Augmented Solow Model with Mincerian Schooling and Externalities," German Economic Review, De Gruyter, vol. 10(4), pages 448-463, December.
    14. Magnus, Jan R. & Powell, Owen & Prüfer, Patricia, 2010. "A comparison of two model averaging techniques with an application to growth empirics," Journal of Econometrics, Elsevier, vol. 154(2), pages 139-153, February.
    15. Djankov, Simeon & Glaeser, Edward & La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei, 2003. "The new comparative economics," Journal of Comparative Economics, Elsevier, vol. 31(4), pages 595-619, December.
    16. Tullock, Gordon, 1998. "Externalities and Government," Public Choice, Springer, vol. 96(3-4), pages 411-415, September.
    17. repec:bla:jecsur:v:14:y:2000:i:5:p:629-53 is not listed on IDEAS
    18. Daniel Heuermann, 2011. "Human Capital Externalities in Western Germany," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(2), pages 139-165.
    19. Milligan, Kevin & Moretti, Enrico & Oreopoulos, Philip, 2004. "Does education improve citizenship? Evidence from the United States and the United Kingdom," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1667-1695, August.
    20. Olsson, Ola & Hibbs, Douglas Jr., 2005. "Biogeography and long-run economic development," European Economic Review, Elsevier, vol. 49(4), pages 909-938, May.
    21. William Easterly & Ross Levine, 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1203-1250.
    22. Kirby, Simon & Riley, Rebecca, 2008. "The external returns to education: UK evidence using repeated cross-sections," Labour Economics, Elsevier, vol. 15(4), pages 619-630, August.
    23. Pedro Martins & Jim Jin, 2010. "Firm-level social returns to education," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(2), pages 539-558, March.
    24. Magnus, J.R. & Powell, O.R. & Prüfer, P., 2008. "A Comparison of Two Averaging Techniques with an Application to Growth Empirics," Other publications TiSEM 0392dffa-51e0-4bc9-9644-f, Tilburg University, School of Economics and Management.
    25. repec:bla:germec:v:10:y:2009:i::p:448-463 is not listed on IDEAS
    26. Gallup, John & Sachs, Jeffrey, 1999. "Geography and Economic Development," Harvard Institute for International Development (HIID) Papers 294434, Harvard University, Kennedy School of Government.
    27. Pritchett, Lant, 2006. "Does Learning to Add up Add up? The Returns to Schooling in Aggregate Data," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 11, pages 635-695, Elsevier.
    28. Olson, Mancur & Zeckhauser, Richard, 1970. "The Efficient Production of External Economies," American Economic Review, American Economic Association, vol. 60(3), pages 512-517, June.
    29. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413, September.
    30. James Buchanan, 1973. "The institutional structure of externality," Public Choice, Springer, vol. 14(1), pages 69-82, March.
    31. 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.
    32. Daniel Cohen & Marcelo Soto, 2007. "Growth and human capital: good data, good results," Journal of Economic Growth, Springer, vol. 12(1), pages 51-76, March.
    33. Gallup, J.L. & Sachs, J.D. & Mullinger, A., 1999. "Geography and Economic Development," Papers 1, Chicago - Graduate School of Business.
    34. Nathaniel Baum-Snow & Ronni Pavan, 2012. "Understanding the City Size Wage Gap," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 88-127.
    35. Galor, Oded, 2005. "From Stagnation to Growth: Unified Growth Theory," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 4, pages 171-293, Elsevier.
    36. Christian Bjørnskov & Pierre-Guillaume Méon, 2013. "Is trust the missing root of institutions, education, and development?," Post-Print CEB, ULB -- Universite Libre de Bruxelles, vol. 157(3-4), pages 641-669, December.
    37. Lance Lochner, 2010. "Non-Production Benefits of Education: Crime, Health and Good Citizenship," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20107, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    38. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    39. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    40. Klenow, Peter J. & Rodriguez-Clare, Andres, 2005. "Externalities and Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 11, pages 817-861, Elsevier.
    41. Marcelo J. Moreira, 2003. "A Conditional Likelihood Ratio Test for Structural Models," Econometrica, Econometric Society, vol. 71(4), pages 1027-1048, July.
    42. R. H. Coase, 2013. "The Problem of Social Cost," Journal of Law and Economics, University of Chicago Press, vol. 56(4), pages 837-877.
    43. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    44. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
    45. Michael Munger, 2008. "Economic choice, political decision, and the problem of limits," Public Choice, Springer, vol. 137(3), pages 507-522, December.
    46. Dee, Thomas S., 2004. "Are there civic returns to education?," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1697-1720, August.
    47. 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.
    48. Kenneth Goldin, 1977. "Equal access vs. Selective access: A critique of public goods theory," Public Choice, Springer, vol. 29(1), pages 53-71, March.
    49. 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.
    50. Martin Paldam, 2000. "Social Capital: One or Many? Definition and Measurement," Journal of Economic Surveys, Wiley Blackwell, vol. 14(5), pages 629-653, December.
    51. 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.
    52. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    53. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 1, Center for International Development at Harvard University.
    54. Tibor Scitovsky, 1954. "Two Concepts of External Economies," Journal of Political Economy, University of Chicago Press, vol. 62(2), pages 143-143.
    55. Paldam, Martin & Svendsen, Gert Tinggaard, 2000. "An essay on social capital: looking for the fire behind the smoke," European Journal of Political Economy, Elsevier, vol. 16(2), pages 339-366, June.
    56. Gallup, John L. & Sachs, Jeffrey D. & Mellinger, Andrew, "undated". "Geography and Economic Development," Instructional Stata datasets for econometrics geodata, Boston College Department of Economics.
    57. Alwyn Young, 1991. "Learning by Doing and the Dynamic Effects of International Trade," NBER Working Papers 3577, National Bureau of Economic Research, Inc.
    58. Martin Paldam & Erich Gundlach, 2008. "Two Views on Institutions and Development: The Grand Transition vs the Primacy of Institutions," Kyklos, Wiley Blackwell, vol. 61(1), pages 65-100, February.
    59. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 5266, London School of Economics and Political Science, LSE Library.
    60. Patrinos, Harry Anthony & Psacharopoulos, George, 2011. "Education : past, present and future global challenges," Policy Research Working Paper Series 5616, The World Bank.
    61. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    62. John W. McArthur & Jeffrey D. Sachs, 2001. "Institutions and Geography: Comment on Acemoglu, Johnson and Robinson (2000)," NBER Working Papers 8114, National Bureau of Economic Research, Inc.
    63. Paldam, Martin, 2002. "The cross-country pattern of corruption: economics, culture and the seesaw dynamics," European Journal of Political Economy, Elsevier, vol. 18(2), pages 215-240, June.
    64. Erik Canton, 2009. "Human Capital Externalities and Proximity: Evidence from Repeated Cross-Sectional Data," De Economist, Springer, vol. 157(1), pages 79-105, March.
    65. Yamarik Steven J, 2008. "Estimating Returns to Schooling from State-Level Data: A Macro-Mincerian Approach," The B.E. Journal of Macroeconomics, De Gruyter, vol. 8(1), pages 1-16, August.
    66. Hibbs Jr., Douglas A. & Olsson, Ola, 2003. "Geography, Biogeography and Why Some Countries are Rich and Others Poor," Working Papers in Economics 105, University of Gothenburg, Department of Economics, revised 15 Jan 2004.
    67. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    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. Uwe Sunde & Thomas Dohmen & Benjamin Enke & Armin Falkbriq & David Huffman & Gerrit Meyerheim, 2022. "Patience and Comparative Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(5), pages 2806-2840.
    2. Özdemir Onur, 2023. "A Spillover Effect of Human Capital on Gross Capital Formation: A Quantile Regression Approach," Zagreb International Review of Economics and Business, Sciendo, vol. 26(1), pages 77-96.
    3. Thönnessen, Rasmus, 2014. "Human capital externalities vs. substitution effects as determinants of regional wages: Evidence from German micro data," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100345, Verein für Socialpolitik / German Economic Association.

    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. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 105-164.
    2. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    3. Dalgaard, Carl-Johan & Strulik, Holger, 2013. "The history augmented Solow model," European Economic Review, Elsevier, vol. 63(C), pages 134-149.
    4. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    5. Marcelo Soto, 2006. "The Causal Effect of Education on Aggregate Income," Working Papers 0605, International Economics Institute, University of Valencia.
    6. David Castells-Quintana & Maria del Pilar Lopez-Uribe & Tom McDermott, 2015. "Climate change and the geographical and institutional drivers of economic development," GRI Working Papers 198, Grantham Research Institute on Climate Change and the Environment.
    7. Antonio Ciccone & Elias Papaioannou, 2009. "Human Capital, the Structure of Production, and Growth," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 66-82, February.
    8. Lopez-Uribe, Maria del Pilar & Castells-Quintana, David & McDermott, Thomas K. J., 2017. "Geography, institutions and development: a review ofthe long-run impacts of climate change," LSE Research Online Documents on Economics 65147, London School of Economics and Political Science, LSE Library.
    9. Thomas Dohmen & Benjamin Enke & Armin Falk & David Huffman & Uwe Sunde, 2016. "Patience and the Wealth of Nations," Working Papers 2016-012, Human Capital and Economic Opportunity Working Group.
    10. Areendam Chanda & Carl‐Johan Dalgaard, 2008. "Dual Economies and International Total Factor Productivity Differences: Channelling the Impact from Institutions, Trade, and Geography," Economica, London School of Economics and Political Science, vol. 75(300), pages 629-661, November.
    11. Oleg Badunenko & Daniel Henderson & Romain Houssa, 2014. "Significant drivers of growth in Africa," Journal of Productivity Analysis, Springer, vol. 42(3), pages 339-354, December.
    12. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2024. "Health and economic growth: Reconciling the micro and macro evidence," World Development, Elsevier, vol. 178(C).
    13. Hanushek, Eric A. & Woessmann, Ludger, 2012. "Schooling, educational achievement, and the Latin American growth puzzle," Journal of Development Economics, Elsevier, vol. 99(2), pages 497-512.
    14. Stimpfle, Alexander & Stadelmann, David, 2015. "The Impact of Fundamental Development Factors on Different Income Groups: International Evidence," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113128, Verein für Socialpolitik / German Economic Association.
    15. Carl-Johan Dalgaard & Henrik Hansen & Finn Tarp, 2004. "On The Empirics of Foreign Aid and Growth," Economic Journal, Royal Economic Society, vol. 114(496), pages 191-216, June.
    16. Quamrul Ashraf & Oded Galor, 2008. "Human Genetic Diversity and Comparative Economic Development," 2008 Meeting Papers 617, Society for Economic Dynamics.
    17. Arvanitidis, Paschalis & Petrakos, George & Pavleas, Sotiris, 2007. "Determinants of economic growth: the experts’ view," Papers DYNREG20, Economic and Social Research Institute (ESRI).
    18. James Feyrer, 2019. "Trade and Income—Exploiting Time Series in Geography," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 1-35, October.
    19. Rok Spruk & Mitja Kovac, 2019. "Transaction costs and economic growth under common legal system: State‐level evidence from Mexico," Economics and Politics, Wiley Blackwell, vol. 31(2), pages 240-292, July.
    20. Steven N. Durlauf & Andros Kourtellos & Chih Ming Tan, 2008. "Empirics of Growth and Development," Chapters, in: Amitava Krishna Dutt & Jaime Ros (ed.), International Handbook of Development Economics, Volumes 1 & 2, volume 0, chapter 3, Edward Elgar Publishing.

    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:kap:pubcho:v:157:y:2013:i:3:p:671-689. 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.