IDEAS home Printed from https://ideas.repec.org/a/eee/jcecon/v49y2021i2p499-552.html
   My bibliography  Save this article

Firms and wage inequality in Central and Eastern Europe

Author

Listed:
  • Magda, Iga
  • Gromadzki, Jan
  • Moriconi, Simone

Abstract

We use large linked employer-employee data to analyze wage inequality patterns in Central and Eastern European (CEE) countries between 2002 and 2014. We show that, unlike in many other advanced economies, wage inequality levels have decreased in almost all CEE countries. These reductions in wage inequality resulted from disproportionately large increases in wages at the bottom of the wage distribution, and from decreases in between-firm wage inequality. We further find that the declines in wage inequality were driven by large wage structure effects that compensated for changes in the composition of workers.

Suggested Citation

  • Magda, Iga & Gromadzki, Jan & Moriconi, Simone, 2021. "Firms and wage inequality in Central and Eastern Europe," Journal of Comparative Economics, Elsevier, vol. 49(2), pages 499-552.
    • Handle: RePEc:eee:jcecon:v:49:y:2021:i:2:p:499-552
    DOI: 10.1016/j.jce.2020.08.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0147596720300597
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jce.2020.08.002?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 look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. David Card & Ana Rute Cardoso & Joerg Heining & Patrick Kline, 2018. "Firms and Labor Market Inequality: Evidence and Some Theory," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 13-70.
    2. Antonczyk, Dirk & Fitzenberger, Bernd & Sommerfeld, Katrin, 2010. "Rising wage inequality, the decline of collective bargaining, and the gender wage gap," Labour Economics, Elsevier, vol. 17(5), pages 835-847, October.
    3. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 967-1015.
    4. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    5. Joanna Tyrowicz & Magdalena Smyk, 2019. "Wage Inequality and Structural Change," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(2), pages 503-538, January.
    6. Schaefer, Daniel & Singleton, Carl, 2017. "Recent changes in British wage inequality: Evidence from firms and occupations," MPRA Paper 76744, University Library of Munich, Germany.
    7. Machin, Stephen & Bell, Brian & Bukowski, Pawel, 2018. "Rent Sharing and Inclusive Growth," CEPR Discussion Papers 13408, C.E.P.R. Discussion Papers.
    8. Brzezinski, Michal, 2018. "Income inequality and the Great Recession in Central and Eastern Europe," Economic Systems, Elsevier, vol. 42(2), pages 219-247.
    9. Elhanan Helpman & Oleg Itskhoki & Marc-Andreas Muendler & Stephen J. Redding, 2017. "Trade and Inequality: From Theory to Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 357-405.
    10. Suqin Ge & Dennis Tao Yang, 2014. "Changes In China'S Wage Structure," Journal of the European Economic Association, European Economic Association, vol. 12(2), pages 300-336, April.
    11. Philip Du Caju & Gábor Kátay & Ana Lamo & Daphne Nicolitsas & Steven Poelhekke, 2010. "Inter-Industry Wage Differentials In EU Countries: What Do Cross-Country Time Varying Data Add to the Picture?," Journal of the European Economic Association, MIT Press, vol. 8(2-3), pages 478-486, 04-05.
    12. Aleksandra Parteka & Joanna Wolszczak-Derlacz, 2013. "The Impact of Trade Integration with the European Union on Productivity in a Posttransition Economy: The Case of Polish Manufacturing Sectors," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 49(2), pages 84-104, March.
    13. Deborah Goldschmidt & Johannes F. Schmieder, 2017. "The Rise of Domestic Outsourcing and the Evolution of the German Wage Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1165-1217.
    14. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    15. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    16. Aristei, David & Perugini, Cristiano, 2012. "Inequality and reforms in transition countries," Economic Systems, Elsevier, vol. 36(1), pages 2-10.
    17. Anzelika Zaiceva & Klaus F. Zimmermann, 2008. "Scale, diversity, and determinants of labour migration in Europe," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(3), pages 428-452, Autumn.
    18. David H. Autor & Alan Manning & Christopher L. Smith, 2016. "The Contribution of the Minimum Wage to US Wage Inequality over Three Decades: A Reassessment," American Economic Journal: Applied Economics, American Economic Association, vol. 8(1), pages 58-99, January.
    19. Magda, Iga & Marsden, David & Moriconi, Simone, 2016. "Lower coverage but stronger unions? Institutional changes and union wage premia in Central Europe," Journal of Comparative Economics, Elsevier, vol. 44(3), pages 638-656.
    20. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2006. "The Polarization of the U.S. Labor Market," American Economic Review, American Economic Association, vol. 96(2), pages 189-194, May.
    21. David Card & Sara De La Rica, 2006. "Firm-Level Contracting and the Structure of Wages in Spain," ILR Review, Cornell University, ILR School, vol. 59(4), pages 573-592, July.
    22. Erling Barth & Alex Bryson & James C. Davis & Richard Freeman, 2016. "It's Where You Work: Increases in the Dispersion of Earnings across Establishments and Individuals in the United States," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 67-97.
    23. Carstensen, Kai & Toubal, Farid, 2004. "Foreign direct investment in Central and Eastern European countries: a dynamic panel analysis," Journal of Comparative Economics, Elsevier, vol. 32(1), pages 3-22, March.
    24. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2019. "The Effect of Minimum Wages on Low-Wage Jobs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1405-1454.
    25. Jorge Alvarez & Felipe Benguria & Niklas Engbom & Christian Moser, 2018. "Firms and the Decline in Earnings Inequality in Brazil," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(1), pages 149-189, January.
    26. Pravin Krishna & Jennifer P. Poole & Mine Zeynep Senses, 2012. "Trade, Labor Market Frictions, and Residual Wage Inequality across Worker Groups," American Economic Review, American Economic Association, vol. 102(3), pages 417-423, May.
    27. Nicole Fortin & David A. Green & Thomas Lemieux & Kevin Milligan & W. Craig Riddell, 2012. "Canadian Inequality: Recent Developments and Policy Options," Canadian Public Policy, University of Toronto Press, vol. 38(2), pages 121-145, June.
    28. Thomas Lemieux, 2006. "Increasing Residual Wage Inequality: Composition Effects, Noisy Data, or Rising Demand for Skill?," American Economic Review, American Economic Association, vol. 96(3), pages 461-498, June.
    29. Stephen Machin, 2016. "Rising Wage Inequality, Real Wage Stagnation and Unions☆," Research in Labor Economics, in: Inequality: Causes and Consequences, volume 43, pages 329-354, Emerald Group Publishing Limited.
    30. Appleton, Simon & Song, Lina & Xia, Qingjie, 2014. "Understanding Urban Wage Inequality in China 1988–2008: Evidence from Quantile Analysis," World Development, Elsevier, vol. 62(C), pages 1-13.
    31. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    32. Christian Dustmann & Johannes Ludsteck & Uta Schönberg, 2009. "Revisiting the German Wage Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 843-881.
    33. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, April.
    34. Martina Mysíková & Jiří Večerník, 2018. "Personal Earnings Inequality and Polarization: The Czech Republic in Comparison with Austria and Poland," Eastern European Economics, Taylor & Francis Journals, vol. 56(1), pages 57-80, January.
    35. Krueger, Alan B & Summers, Lawrence H, 1988. "Efficiency Wages and the Inter-industry Wage Structure," Econometrica, Econometric Society, vol. 56(2), pages 259-293, March.
    36. Tim Kelly & Aleksandra Liaplina & Shawn W. Tan & Hernan Winkler, 2017. "Reaping Digital Dividends," World Bank Publications - Books, The World Bank Group, number 26151.
    37. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    38. Anders Akerman & Elhanan Helpman & Oleg Itskhoki & Marc-Andreas Muendler & Stephen Redding, 2013. "Sources of Wage Inequality," American Economic Review, American Economic Association, vol. 103(3), pages 214-219, May.
    39. David Aristei & Cristiano Perugini, 2014. "Speed and Sequencing of Transition Reforms and Income Inequality: A Panel Data Analysis," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(3), pages 542-570, September.
    40. Jens Holscher & Cristiano Perugini & Fabrizio Pompei, 2011. "Wage inequality, labour market flexibility and duality in Eastern and Western Europe," Post-Communist Economies, Taylor & Francis Journals, vol. 23(3), pages 271-310.
    41. Elizabeth Weber Handwerker & James R. Spletzer, 2016. "The Role of Establishments and the Concentration of Occupations in Wage Inequality☆," Research in Labor Economics, in: Inequality: Causes and Consequences, volume 43, pages 167-193, Emerald Group Publishing Limited.
    42. repec:oup:restud:v:84:y::i:1:p:357-405. is not listed on IDEAS
    43. Sergio P. Firpo & Nicole M. Fortin & Thomas Lemieux, 2018. "Decomposing Wage Distributions Using Recentered Influence Function Regressions," Econometrics, MDPI, vol. 6(2), pages 1-40, May.
    44. Edward P. Lazear & Kathryn L. Shaw, 2009. "The Structure of Wages: An International Comparison," NBER Books, National Bureau of Economic Research, Inc, number laze08-1.
    45. Lazear, Edward P. & Shaw, Kathryn L. (ed.), 2009. "The Structure of Wages," National Bureau of Economic Research Books, University of Chicago Press, edition 2, number 9780226470504, April.
    46. Paweł Kaczmarczyk & Marek Okólski, 2008. "Demographic and labour-market impacts of migration on Poland," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(3), pages 600-625, Autumn.
    47. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    48. Wojciech Hardy & Roma Keister & Piotr Lewandowski, 2018. "Educational upgrading, structural change and the task composition of jobs in Europe," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 26(2), pages 201-231, April.
    49. Martins, Pedro S., 2004. "Industry wage premia: evidence from the wage distribution," Economics Letters, Elsevier, vol. 83(2), pages 157-163, May.
    50. Francesco Devicienti & Bernardo Fanfani & Agata Maida, 2019. "Collective Bargaining and the Evolution of Wage Inequality in Italy," British Journal of Industrial Relations, London School of Economics, vol. 57(2), pages 377-407, June.
    51. Frederic L Pryor, 2014. "A Note on Income Inequality in East and Central Europe," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 56(1), pages 42-51, March.
    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. Horie, Norio & Iwasaki, Ichiro & 岩﨑, 一郎, 2022. "Returns to Education in European Emerging Markets: A Meta-Analytic Review," RRC Working Paper Series 95, Russian Research Center, Institute of Economic Research, Hitotsubashi University.
    2. Jan Pintera, 2022. "Skill-bias and Wage Inequality in the EU New Member States: Empirical Investigation," Working Papers IES 2022/26, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Oct 2022.
    3. Daniel Schaefer & Carl Singleton, 2017. "Recent Changes in British Wage Inequality: Evidence from Firms and Occupations," 2017 Meeting Papers 459, Society for Economic Dynamics.
    4. Norio Horie & Ichiro Iwasaki, 2023. "Returns to schooling in European emerging markets: a meta-analysis," Education Economics, Taylor & Francis Journals, vol. 31(1), pages 102-128, January.
    5. Laporšek, Suzana & Orazem, Peter F. & Vodopivec, Milan & Vodopivec, Matija, 2021. "Winners and losers after 25 years of transition: Decreasing wage inequality in Slovenia," Economic Systems, Elsevier, vol. 45(2).
    6. Iwasaki, Ichiro & Satogami, Mihoko, 2023. "Gender wage gap in European emerging markets: a meta-analytic perspective," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 57, pages 1-9.
    7. Makarski, Krzysztof & Tyrowicz, Joanna, 2023. "Preference for redistribution during structural change with labor mobility frictions," European Journal of Political Economy, Elsevier, vol. 77(C).
    8. Nerijus Černiauskas & Denisa M. Sologon & Cathal O’Donoghue & Linas Tarasonis, 2022. "Income Inequality and Redistribution in Lithuania: The Role of Policy, Labor Market, Income, and Demographics," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(S1), pages 131-166, April.
    9. Dagmara Nikulin & Joanna Wolszczak-Derlacz & Aleksandra Parteka, 2021. "GVC and wage dispersion. Firm-level evidence from employee–employer database," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 16(2), pages 357-375, June.
    10. Garcia-Louzao, Jose & Tarasonis, Linas, 2023. "Wage and Employment Impact of Minimum Wage: Evidence from Lithuania," Journal of Comparative Economics, Elsevier, vol. 51(2), pages 592-609.
    11. Bukowski, Pawel & Novokmet, Filip, 2021. "Between communism and capitalism: long-term inequality in Poland, 1892–2015," LSE Research Online Documents on Economics 110221, London School of Economics and Political Science, LSE Library.
    12. Masso, Jaan & Meriküll, Jaanika & Vahter, Priit, 2022. "The role of firms in the gender wage gap," Journal of Comparative Economics, Elsevier, vol. 50(2), pages 454-473.
    13. Aswini Kumar Mishra & Vedant Bhardwaj, 2021. "Wealth distribution and accounting for changes in wealth inequality: empirical evidence from India, 1991–2012," Economic Change and Restructuring, Springer, vol. 54(2), pages 585-620, May.
    14. Paola Bertoli & Veronica Grembi, 2021. "Mortality Inequality in the Czech Republic," Fiscal Studies, John Wiley & Sons, vol. 42(1), pages 171-191, March.
    15. Paweł Bukowski & Filip Novokmet, 2021. "Between communism and capitalism: long-term inequality in Poland, 1892–2015," Journal of Economic Growth, Springer, vol. 26(2), pages 187-239, June.
    16. Jose Garcia-Louzao & Alessandro Ruggieri, 2023. "Labor Market Competition and Inequality," CESifo Working Paper Series 10829, CESifo.
    17. Michal Brzezinski & Katarzyna Salach, 2022. "Determinants of inequality in transition countries," IZA World of Labor, Institute of Labor Economics (IZA), pages 496-496, June.
    18. Daniel Schaefer & Carl Singleton, 2020. "Recent Changes in British Wage Inequality: Evidence from Large Firms and Occupations," Scottish Journal of Political Economy, Scottish Economic Society, vol. 67(1), pages 100-125, February.
    19. Piotr Lewandowski & Iga Magda, 2023. "The labor market in Poland, 2000−2021," IZA World of Labor, Institute of Labor Economics (IZA), pages 426-426, March.
    20. Doan, Tinh & Ha, Van & Tran, Tuyen & Yang, Judy, 2023. "Dynamics of wage inequality over the prolonged economic transformation: The case of Vietnam," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 816-834.

    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. Daniel Baumgarten & Gabriel Felbermayr & Sybille Lehwald, 2020. "Dissecting Between‐Plant and Within‐Plant Wage Dispersion: Evidence from Germany," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 59(1), pages 85-122, January.
    2. Niklas Engbom & Christian Moser, 2022. "Earnings Inequality and the Minimum Wage: Evidence from Brazil," American Economic Review, American Economic Association, vol. 112(12), pages 3803-3847, December.
    3. Winkler, Erwin, 2020. "Diverging paths: Labor reallocation, sorting, and wage inequality," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224535, Verein für Socialpolitik / German Economic Association.
    4. Colja Schneck, 2021. "Trends in Wage Inequality in the Netherlands," De Economist, Springer, vol. 169(3), pages 253-289, August.
    5. Daniel Schaefer & Carl Singleton, 2020. "Recent Changes in British Wage Inequality: Evidence from Large Firms and Occupations," Scottish Journal of Political Economy, Scottish Economic Society, vol. 67(1), pages 100-125, February.
    6. Benjamin Lochner & Bastian Schulz, 2024. "Firm Productivity, Wages, and Sorting," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 85-119.
    7. Schaefer, Daniel & Singleton, Carl, 2017. "Recent changes in British wage inequality: Evidence from firms and occupations," MPRA Paper 76744, University Library of Munich, Germany.
    8. Criscuolo, Chiara & Hijzen, Alexander & Schwellnus, Cyrille & Barth, Erling & Chen, Wen-Hao & Fabling, Richard & Fialho, Priscilla & Grabska, Katarzyna & Kambayashi, Ryo & Leidecker, Timo & Nordström , 2020. "Workforce Composition, Productivity and Pay: The Role of Firms in Wage Inequality," IZA Discussion Papers 13212, Institute of Labor Economics (IZA).
    9. Martin Biewen & Matthias Seckler, 2019. "Unions, Internationalization, Tasks, Firms, and Worker Characteristics: A Detailed Decomposition Analysis of Rising Wage Inequality in Germany," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(4), pages 461-498, December.
    10. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    11. David Card & Ana Rute Cardoso & Joerg Heining & Patrick Kline, 2018. "Firms and Labor Market Inequality: Evidence and Some Theory," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 13-70.
    12. Cortes, Matias & Lerche, Adrian & Schönberg, Uta & Tschopp, Jeanne, 2023. "Technological Change, Firm Heterogeneity and Wage Inequality," IZA Discussion Papers 16070, Institute of Labor Economics (IZA).
    13. Mertens, Matthias, 2023. "Labor Market Power and Between-Firm Wage (In)Equality," International Journal of Industrial Organization, Elsevier, vol. 91(C).
    14. Domini, Giacomo & Grazzi, Marco & Moschella, Daniele & Treibich, Tania, 2022. "For whom the bell tolls: The firm-level effects of automation on wage and gender inequality," Research Policy, Elsevier, vol. 51(7).
    15. Cortes, Guido Matias & Salvatori, Andrea, 2019. "Delving into the demand side: Changes in workplace specialization and job polarization," Labour Economics, Elsevier, vol. 57(C), pages 164-176.
    16. Yannick Bormans & Angelos Theodorakopoulos, 2023. "Productivity dispersion, wage dispersion and superstar firms," Economica, London School of Economics and Political Science, vol. 90(360), pages 1145-1172, October.
    17. da Silveira, Jaylson Jair & Lima, Gilberto Tadeu, 2021. "Wage inequality as a source of endogenous macroeconomic fluctuations," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 35-52.
    18. Dirk Antonczyk & Thomas DeLeire & Bernd Fitzenberger, 2018. "Polarization and Rising Wage Inequality: Comparing the U.S. and Germany," Econometrics, MDPI, vol. 6(2), pages 1-33, April.
    19. Moser, Christian, 2016. "How Could Wage Inequality Within and Across Enterprises be Reduced?," MPRA Paper 95381, University Library of Munich, Germany.
    20. Koomen, Miriam & Backes-Gellner, Uschi, 2022. "Occupational tasks and wage inequality in West Germany: A decomposition analysis," Labour Economics, Elsevier, vol. 79(C).

    More about this item

    Keywords

    Wages; Wage inequality; RIF Regression; Quantile decomposition; Linked employer-employee data;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J40 - Labor and Demographic Economics - - Particular Labor Markets - - - General

    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:jcecon:v:49:y:2021:i:2:p:499-552. 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/inca/622864 .

    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.