IDEAS home Printed from https://ideas.repec.org/a/eee/eecrev/v140y2021ics001429212100218x.html
   My bibliography  Save this article

Gender differences in the lifecycle benefits of compulsory schooling policies

Author

Listed:
  • de New, Sonja C.
  • Schurer, Stefanie
  • Sulzmaier, Dominique

Abstract

We estimate the lifecycle benefits of policies that raise the minimum school leaving age (MSLA). Using a difference-in-differences method, we estimate the causal impact of two adjacent Australian state reforms that extended the MSLA from 14 to 15 in mid 1960. Important gender and state differences emerge in how the reforms affected secondary and postsecondary education outcomes. The biggest winners were women in Victoria, for whom the reform increased postsecondary education, while the reform lifted only minimum schooling qualifications in South Australia. As a consequence, the Victorian reform improved the lifecycle capital accumulation process especially for women, while few benefits were observed for South Australians. Victorian women entered higher-skilled occupations, were more likely to own homes, to be still married and satisfied with family life in pre-retirement age. Victorian men also gained, but the gains were limited to better cognitive and non-cognitive skills, health, and satisfaction with (family) life. Yet, all groups benefitted from delayed and reduced fertility, and a happier family life. We conclude that raising education levels for individuals at the lower end of the education spectrum produces lifecycle benefits that exceed market-return considerations, but major benefits occur only if the reform impacts education outcomes beyond minimum schooling.

Suggested Citation

  • de New, Sonja C. & Schurer, Stefanie & Sulzmaier, Dominique, 2021. "Gender differences in the lifecycle benefits of compulsory schooling policies," European Economic Review, Elsevier, vol. 140(C).
  • Handle: RePEc:eee:eecrev:v:140:y:2021:i:c:s001429212100218x
    DOI: 10.1016/j.euroecorev.2021.103910
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S001429212100218X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.euroecorev.2021.103910?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. Joseph P. Romano & Michael Wolf, 2005. "Stepwise Multiple Testing as Formalized Data Snooping," Econometrica, Econometric Society, vol. 73(4), pages 1237-1282, July.
    2. Stephen Machin & Kjell G. Salvanes & Panu Pelkonen, 2012. "Education And Mobility," Journal of the European Economic Association, European Economic Association, vol. 10(2), pages 417-450, April.
    3. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    4. Buscha, Franz & Dickson, Matt, 2015. "The Wage Returns to Education over the Life-Cycle: Heterogeneity and the Role of Experience," IZA Discussion Papers 9596, Institute of Labor Economics (IZA).
    5. Jörn-Steffen Pischke & Till von Wachter, 2008. "Zero Returns to Compulsory Schooling in Germany: Evidence and Interpretation," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 592-598, August.
    6. Cobb-Clark, Deborah A. & Schurer, Stefanie, 2012. "The stability of big-five personality traits," Economics Letters, Elsevier, vol. 115(1), pages 11-15.
    7. Giorgio Brunello & Margherita Fort & Guglielmo Weber, 2009. "Changes in Compulsory Schooling, Education and the Distribution of Wages in Europe," Economic Journal, Royal Economic Society, vol. 119(536), pages 516-539, March.
    8. Sonja C Kassenboehmer & Felix Leung & Stefanie Schurer, 2018. "University education and non-cognitive skill development," Oxford Economic Papers, Oxford University Press, vol. 70(2), pages 538-562.
    9. Aakvik, Arild & Salvanes, Kjell G. & Vaage, Kjell, 2010. "Measuring heterogeneity in the returns to education using an education reform," European Economic Review, Elsevier, vol. 54(4), pages 483-500, May.
    10. 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.
    11. Leigh, Andrew & Ryan, Chris, 2008. "Estimating returns to education using different natural experiment techniques," Economics of Education Review, Elsevier, vol. 27(2), pages 149-160, April.
    12. Julien Grenet, 2013. "Is Extending Compulsory Schooling Alone Enough to Raise Earnings? Evidence from French and British Compulsory Schooling Laws," Post-Print halshs-00754526, HAL.
    13. Oosterbeek, Hessel & Webbink, Dinand, 2007. "Wage effects of an extra year of basic vocational education," Economics of Education Review, Elsevier, vol. 26(4), pages 408-419, August.
    14. Philip Oreopoulos & Marianne E. Page, 2006. "The Intergenerational Effects of Compulsory Schooling," Journal of Labor Economics, University of Chicago Press, vol. 24(4), pages 729-760, October.
    15. Shawn Cole & Anna Paulson & Gauri Kartini Shastry, 2014. "Smart Money? The Effect of Education on Financial Outcomes," The Review of Financial Studies, Society for Financial Studies, vol. 27(7), pages 2022-2051.
    16. Lindeboom, Maarten & Llena-Nozal, Ana & van der Klaauw, Bas, 2009. "Parental education and child health: Evidence from a schooling reform," Journal of Health Economics, Elsevier, vol. 28(1), pages 109-131, January.
    17. SandraE. Black & PaulJ. Devereux & KjellG. Salvanes, 2008. "Staying in the Classroom and out of the maternity ward? The effect of compulsory schooling laws on teenage births," Economic Journal, Royal Economic Society, vol. 118(530), pages 1025-1054, July.
    18. Paul J. Devereux & Robert A. Hart, 2010. "Forced to be Rich? Returns to Compulsory Schooling in Britain," Economic Journal, Royal Economic Society, vol. 120(549), pages 1345-1364, December.
    19. Colm Harmon; & Ian Walker, 1995. "Estimates of Economic Return to Schooling in the UK," Economics Department Working Paper Series n540195, Department of Economics, National University of Ireland - Maynooth.
    20. Melvin Stephens Jr. & Dou-Yan Yang, 2014. "Compulsory Education and the Benefits of Schooling," American Economic Review, American Economic Association, vol. 104(6), pages 1777-1792, June.
    21. Bhuller, Manudeep & Mogstad, Magne & Salvanes, Kjell G., 2011. "Life-Cycle Bias and the Returns to Schooling in Current and Lifetime Earnings," IZA Discussion Papers 5788, Institute of Labor Economics (IZA).
    22. Mingliang Li, 2006. "High school completion and future youth unemployment: new evidence from High School and Beyond," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(1), pages 23-53, January.
    23. Kamila Cygan-Rehm & Miriam Maeder, 2012. "The Effect of Education on Fertility: Evidence from a Compulsory Schooling Reform," Working Papers 121, Bavarian Graduate Program in Economics (BGPE).
    24. Sari Pekkala Kerr & Tuomas Pekkarinen & Roope Uusitalo, 2013. "School Tracking and Development of Cognitive Skills," Journal of Labor Economics, University of Chicago Press, vol. 31(3), pages 577-602.
    25. Petra E. Todd & Weilong Zhang, 2020. "A dynamic model of personality, schooling, and occupational choice," Quantitative Economics, Econometric Society, vol. 11(1), pages 231-275, January.
    26. Lance Lochner & Enrico Moretti, 2004. "The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports," American Economic Review, American Economic Association, vol. 94(1), pages 155-189, March.
    27. Flinn, Christopher J. & Todd, Petra E & Zhang, Weilong, 2018. "Personality traits, intra-household allocation and the gender wage gap," European Economic Review, Elsevier, vol. 109(C), pages 191-220.
    28. Daniel A. Kamhöfer & Hendrik Schmitz, 2016. "Reanalyzing Zero Returns to Education in Germany," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(5), pages 912-919, August.
    29. Angrist,Noam & Djankov,Simeon & Goldberg,Pinelopi Koujianou & Patrinos,Harry Anthony, 2019. "Measuring Human Capital," Policy Research Working Paper Series 8742, The World Bank.
    30. Harmon, Colm & Walker, Ian, 1995. "Estimates of the Economic Return to Schooling for the United Kingdom," American Economic Review, American Economic Association, vol. 85(5), pages 1278-1286, December.
    31. Damon Clark & Heather Royer, 2013. "The Effect of Education on Adult Mortality and Health: Evidence from Britain," American Economic Review, American Economic Association, vol. 103(6), pages 2087-2120, October.
    32. Cobb-Clark, Deborah A. & Kassenboehmer, Sonja C. & Sinning, Mathias G., 2016. "Locus of control and savings," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 113-130.
    33. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "Why the Apple Doesn't Fall Far: Understanding Intergenerational Transmission of Human Capital," American Economic Review, American Economic Association, vol. 95(1), pages 437-449, March.
    34. Cygan-Rehm, Kamila & Maeder, Miriam, 2013. "The effect of education on fertility: Evidence from a compulsory schooling reform," Labour Economics, Elsevier, vol. 25(C), pages 35-48.
    35. Heckman, James J., 2011. "Integrating Personality Psychology into Economics," IZA Discussion Papers 5950, Institute of Labor Economics (IZA).
    36. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
    37. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    38. Mark Wooden, 2013. "The Measurement of Cognitive Ability in Wave 12 of the HILDA Survey," Melbourne Institute Working Paper Series wp2013n44, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    39. 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.
    40. Deborah A. Cobb‐Clark & Stefanie Schurer, 2013. "Two Economists' Musings on the Stability of Locus of Control," Economic Journal, Royal Economic Society, vol. 0, pages 358-400, August.
    41. Costas Meghir & Mårten Palme, 2005. "Educational Reform, Ability, and Family Background," American Economic Review, American Economic Association, vol. 95(1), pages 414-424, March.
    42. Adriana Lleras-Muney, 2005. "The Relationship Between Education and Adult Mortality in the United States," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 189-221.
    43. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    44. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    45. Julien Grenet, 2013. "Is Extending Compulsory Schooling Alone Enough to Raise Earnings? Evidence from French and British Compulsory Schooling Laws," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(1), pages 176-210, January.
    46. Stefanie Schurer, 2017. "Does education strengthen the life skills of adolescents?," IZA World of Labor, Institute of Labor Economics (IZA), pages 366-366, June.
    47. Black, Sandra E. & Devereux, Paul J., 2011. "Recent Developments in Intergenerational Mobility," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 16, pages 1487-1541, Elsevier.
    48. Petter Lundborg & Anton Nilsson & Dan-Olof Rooth, 2014. "Parental Education and Offspring Outcomes: Evidence from the Swedish Compulsory School Reform," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 253-278, January.
    49. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    50. Philip Oreopoulos, 2006. "Estimating Average and Local Average Treatment Effects of Education when Compulsory Schooling Laws Really Matter," American Economic Review, American Economic Association, vol. 96(1), pages 152-175, March.
    51. Mingliang Li, 2006. "High school completion and future youth unemployment: new evidence from High School and Beyond," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(1), pages 23-53.
    52. Crespo, Laura & López-Noval, Borja & Mira, Pedro, 2014. "Compulsory schooling, education, depression and memory: New evidence from SHARELIFE," Economics of Education Review, Elsevier, vol. 43(C), pages 36-46.
    53. Oreopoulos, Philip, 2007. "Do dropouts drop out too soon? Wealth, health and happiness from compulsory schooling," Journal of Public Economics, Elsevier, vol. 91(11-12), pages 2213-2229, December.
    54. Buscha, Franz & Dickson, Matt, 2012. "The raising of the school leaving age: Returns in later life," Economics Letters, Elsevier, vol. 117(2), pages 389-393.
    55. Nicole Schneeweis & Vegard Skirbekk & Rudolf Winter-Ebmer, 2014. "Does Education Improve Cognitive Performance Four Decades After School Completion?," Demography, Springer;Population Association of America (PAA), vol. 51(2), pages 619-643, April.
    56. Hulten, Charles R. & Ramey, Valerie A. (ed.), 2018. "Education, Skills, and Technical Change," National Bureau of Economic Research Books, University of Chicago Press, number 9780226567808, December.
    57. Li, Jinhu & Powdthavee, Nattavudh, 2015. "Does more education lead to better health habits? Evidence from the school reforms in Australia," Social Science & Medicine, Elsevier, vol. 127(C), pages 83-91.
    58. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    59. Michael Geruso & Heather Royer, 2018. "The Impact of Education on Family Formation: Quasi-Experimental Evidence from the UK," NBER Working Papers 24332, National Bureau of Economic Research, Inc.
    60. Colm P. Harmon, 2017. "How effective is compulsory schooling as a policy instrument?," IZA World of Labor, Institute of Labor Economics (IZA), pages 348-348, March.
    61. Kemptner, Daniel & Jürges, Hendrik & Reinhold, Steffen, 2011. "Changes in compulsory schooling and the causal effect of education on health: Evidence from Germany," Journal of Health Economics, Elsevier, vol. 30(2), pages 340-354, March.
    62. Harmon, Harmon & Ian Walker, 1995. "Estimates of the economic return to schooling for the UK," IFS Working Papers W95/12, Institute for Fiscal Studies.
    63. Elkins, Rosemary K. & Kassenboehmer, Sonja C. & Schurer, Stefanie, 2017. "The stability of personality traits in adolescence and young adulthood," Journal of Economic Psychology, Elsevier, vol. 60(C), pages 37-52.
    64. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    65. Charles R. Hulten & Valerie A. Ramey, 2018. "Education, Skills, and Technical Change: Implications for Future US GDP Growth," NBER Books, National Bureau of Economic Research, Inc, number hult-12, March.
    66. Mazzonna, Fabrizio, 2014. "The long lasting effects of education on old age health: Evidence of gender differences," Social Science & Medicine, Elsevier, vol. 101(C), pages 129-138.
    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. Cobb-Clark, Deborah A. & Dahmann, Sarah C. & Kamhöfer, Daniel A. & Schildberg-Hörisch, Hannah, 2021. "Sophistication about Self-Control," IZA Discussion Papers 14609, Institute of Labor Economics (IZA).
    2. Deborah A. Cobb-Clark & Sarah C. Dahmann & Daniel A. Kamhöfer & Hannah Schildberg-Hörisch & Daniel Kamhöfer, 2024. "Schooling and Self-Control," CESifo Working Paper Series 11007, CESifo.
    3. Gregory Clark & Christian Abildgaard Nielsen, 2024. "The Returns to Education: A Meta-study," Working Papers 0249, European Historical Economics Society (EHES).
    4. Alexander Bertermann & Daniel A. Kamhöfer & Hannah Schildberg-Hörisch, 2023. "More Education Does Make You Happier – Unless You Are Unemployed," SOEPpapers on Multidisciplinary Panel Data Research 1192, DIW Berlin, The German Socio-Economic Panel (SOEP).
    5. Bertermann, Alexander & Kamhöfer, Daniel A. & Schildberg-Hörisch, Hannah, 2023. "More Education Does Make You Happier – Unless You Are Unemployed," IZA Discussion Papers 16454, Institute of Labor Economics (IZA).
    6. Bertermann, Alexander & Kamhöfer, Daniel A. & Schildberg-Hörisch, Hannah, 2023. "More education does make you happier - unless you are unemployed," DICE Discussion Papers 406, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).

    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. Hofmarcher, Thomas, 2021. "The effect of education on poverty: A European perspective," Economics of Education Review, Elsevier, vol. 83(C).
    2. Cygan-Rehm, Kamila, 2018. "Is additional schooling worthless? Revising the zero returns to compulsory schooling in Germany," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181528, Verein für Socialpolitik / German Economic Association.
    3. Meyer, Andrew G., 2017. "The impact of education on political ideology: Evidence from European compulsory education reforms," Economics of Education Review, Elsevier, vol. 56(C), pages 9-23.
    4. Tony Beatton & Michael P. Kidd & Matteo Sandi, 2020. "School indiscipline and crime," CEP Discussion Papers dp1727, Centre for Economic Performance, LSE.
    5. DeCicca, Philip & Krashinsky, Harry, 2020. "Does education reduce teen fertility? Evidence from compulsory schooling laws," Journal of Health Economics, Elsevier, vol. 69(C).
    6. Paul J. Devereux & Robert A. Hart, 2010. "Forced to be Rich? Returns to Compulsory Schooling in Britain," Economic Journal, Royal Economic Society, vol. 120(549), pages 1345-1364, December.
    7. Fischer, Martin & Karlsson, Martin & Nilsson, Therese & Schwarz, Nina, 2016. "The Sooner the Better? Compulsory Schooling Reforms in Sweden," IZA Discussion Papers 10430, Institute of Labor Economics (IZA).
    8. Markus Gehrsitz & Morgan C. Williams, "undated". "The Effects of Compulsory Schooling on Health and Hospitalization over the Life Cycle," Working Papers 2303, University of Strathclyde Business School, Department of Economics, revised May 2020.
    9. Gregory Clark & Christian Abildgaard Nielsen, 2024. "The Returns to Education: A Meta-study," Working Papers 0249, European Historical Economics Society (EHES).
    10. Martin Fischer & Martin Karlsson & Therese Nilsson & Nina Schwarz, 2020. "The Long-Term Effects of Long Terms – Compulsory Schooling Reforms in Sweden," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 2776-2823.
    11. Naci Mocan & Luiza Pogorelova, 2014. "Compulsory Schooling Laws and Formation of Beliefs: Education, Religion and Superstition," NBER Working Papers 20557, National Bureau of Economic Research, Inc.
    12. Bahadır Dursun & Resul Cesur, 2016. "Transforming lives: the impact of compulsory schooling on hope and happiness," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(3), pages 911-956, July.
    13. Naci Mocan & Luiza Pogorelova, 2014. "Compulsory Schooling Laws and Formation of Beliefs: Education, Religion and Superstition," Koç University-TUSIAD Economic Research Forum Working Papers 1423, Koc University-TUSIAD Economic Research Forum.
    14. Mathias Huebener, 2017. "Intergenerational Effects of Education on Risky Health Behaviours and Long-Term Health," Discussion Papers of DIW Berlin 1709, DIW Berlin, German Institute for Economic Research.
    15. Michael Geruso & Heather Royer, 2018. "The Impact of Education on Family Formation: Quasi-Experimental Evidence from the UK," NBER Working Papers 24332, National Bureau of Economic Research, Inc.
    16. Timo Hener & Tanya Wilson, 2018. "Marital Age Gaps and Educational Homogamy – Evidence from a Compulsory Schooling Reform in the UK," ifo Working Paper Series 256, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    17. G. Brunello & M. Fort & G. Weber & C. T. Weiss, 2013. "Testing the Internal Validity of Compulsory School Reforms as Instrument for Years of Schooling," Working Papers wp911, Dipartimento Scienze Economiche, Universita' di Bologna.
    18. Mocan, Naci & Pogorelova, Luiza, 2014. "Compulsory Schooling Laws and Formation of Beliefs: Education, Religion and Superstition," IZA Discussion Papers 8698, Institute of Labor Economics (IZA).
    19. Hamad, Rita & Elser, Holly & Tran, Duy C. & Rehkopf, David H. & Goodman, Steven N., 2018. "How and why studies disagree about the effects of education on health: A systematic review and meta-analysis of studies of compulsory schooling laws," Social Science & Medicine, Elsevier, vol. 212(C), pages 168-178.
    20. Daniel Gray & Alberto Montagnoli & Mirko Moro, 2017. "Does education improve financial outcomes? Quasi-experimental evidence from Britain," Working Papers 2017010, The University of Sheffield, Department of Economics.

    More about this item

    Keywords

    Minimum school leaving age; Education reform; Lifecycle capital accumulation; Non-cognitive skills; Cognitive skills; Marital quality; Wealth; Health;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    Statistics

    Access and download statistics

    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:eee:eecrev:v:140:y:2021:i:c:s001429212100218x. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eer .

    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.