IDEAS home Printed from https://ideas.repec.org/p/diw/diwsop/diw_sp366.html
   My bibliography  Save this paper

The Politicians' Wage Gap: Insights from German Members of Parliament

Author

Listed:
  • Andreas Peichl
  • Nico Pestel
  • Sebastian Siegloch

Abstract

Using a unique dataset of German members of parliament with information on total earnings including outside income, this paper analyzes the politicians' wage gap (PWG). After controlling for observable characteristics as well as accounting for selection into politics, we find a positive PWG which is statistically and economically significant. It amounts to 40-60% compared to citizens with an executive position. Hence, we show that the widely held claim that politicians would earn more in the private sector is not confirmed by our data. Our findings are robust with respect to potential unobserved confounders. We further show that the PWG exceeds campaigning costs and cannot be justified by extraordinary workload. Hence, our results suggest that part of the PWG can be interpreted as rent extraction. This calls for a reform of the regulation of outside earnings, which account for a sizeable share of the wage premium.

Suggested Citation

  • Andreas Peichl & Nico Pestel & Sebastian Siegloch, 2011. "The Politicians' Wage Gap: Insights from German Members of Parliament," SOEPpapers on Multidisciplinary Panel Data Research 366, DIW Berlin, The German Socio-Economic Panel (SOEP).
  • Handle: RePEc:diw:diwsop:diw_sp366
    as

    Download full text from publisher

    File URL: https://www.diw.de/documents/publikationen/73/diw_01.c.369753.de/diw_sp0366.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Daniel Diermeier & Michael Keane & Antonio Merlo, 2005. "A Political Economy Model of Congressional Careers," American Economic Review, American Economic Association, vol. 95(1), pages 347-373, March.
    2. Panu Poutvaara & Tuomas Takalo, 2007. "Candidate quality," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 14(1), pages 7-27, February.
    3. Kotakorpi, Kaisa & Poutvaara, Panu, 2011. "Pay for politicians and candidate selection: An empirical analysis," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 877-885, August.
    4. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    5. Gary S. Becker & George J. Stigler, 1974. "Law Enforcement, Malfeasance, and Compensation of Enforcers," The Journal of Legal Studies, University of Chicago Press, vol. 3(1), pages 1-18, January.
    6. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    7. Timothy Besley & Stephen Coate, 1997. "An Economic Model of Representative Democracy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 85-114.
    8. Hans Gersbach, 2009. "Competition of politicians for wages and office," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 32(4), pages 533-553, May.
    9. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    10. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    11. Pederson, P. J. & Schmidt-Sorensen, J. B. & Smith, N. & Westergard-Nielsen, N., 1990. "Wage differentials between the public and private sectors," Journal of Public Economics, Elsevier, vol. 41(1), pages 125-145, February.
    12. Johannes Becker & Andreas Peichl & Johannes Rincke, 2009. "Politicians’ outside earnings and electoral competition," Public Choice, Springer, vol. 140(3), pages 379-394, September.
    13. Caselli, Francesco & Morelli, Massimo, 2004. "Bad politicians," Journal of Public Economics, Elsevier, vol. 88(3-4), pages 759-782, March.
    14. Ferraz, Claudio & Finan, Frederico S., 2008. "Motivating Politicians: The Impacts of Monetary Incentives on Quality and Performance," IZA Discussion Papers 3411, Institute of Labor Economics (IZA).
    15. Joachim R. Frick & Jan Goebel & Markus M. Grabka & Olaf Groh-Sambeg & Gert G. Wagner, 2007. "Zur Erfassung von Einkommen und Vermögen in Haushaltssurveys: Hocheinkommensstichprobe und Vermögensbilanz im SOEP," SOEPpapers on Multidisciplinary Panel Data Research 19, DIW Berlin, The German Socio-Economic Panel (SOEP).
    16. Cobb-Clark, Deborah A. & Schurer, Stefanie, 2012. "The stability of big-five personality traits," Economics Letters, Elsevier, vol. 115(1), pages 11-15.
    17. Roine, Jesper & Vlachos, Jonas & Waldenström, Daniel, 2009. "The long-run determinants of inequality: What can we learn from top income data?," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 974-988, August.
    18. Kunze, Astrid, 2005. "The evolution of the gender wage gap," Labour Economics, Elsevier, vol. 12(1), pages 73-97, February.
    19. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    20. Freeman, Richard B, 1986. "Unionism Comes to the Public Sector," Journal of Economic Literature, American Economic Association, vol. 24(1), pages 41-86, March.
    21. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    22. Thomas Braendle & Alois Stutzer, 2010. "Public servants in parliament: theory and evidence on its determinants in Germany," Public Choice, Springer, vol. 145(1), pages 223-252, October.
    23. Martin J. Osborne & Al Slivinski, 1996. "A Model of Political Competition with Citizen-Candidates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(1), pages 65-96.
    24. Stefano Gagliarducci & Tommaso Nannicini, 2013. "Do Better Paid Politicians Perform Better? Disentangling Incentives From Selection," Journal of the European Economic Association, European Economic Association, vol. 11(2), pages 369-398, April.
    25. Edwin Leuven & Barbara Sianesi, 2003. "PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing," Statistical Software Components S432001, Boston College Department of Economics, revised 01 Feb 2018.
    26. Gorodnichenko, Yuriy & Sabirianova Peter, Klara, 2007. "Public sector pay and corruption: Measuring bribery from micro data," Journal of Public Economics, Elsevier, vol. 91(5-6), pages 963-991, June.
    27. Frederick Solt, 2008. "Economic Inequality and Democratic Political Engagement," American Journal of Political Science, John Wiley & Sons, vol. 52(1), pages 48-60, January.
    28. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2007. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution," ILR Review, Cornell University, ILR School, vol. 60(2), pages 163-186, January.
    29. Simeon Djankov & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2010. "Disclosure by Politicians," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 179-209, April.
    30. Messner, Matthias & Polborn, Mattias K., 2004. "Paying politicians," Journal of Public Economics, Elsevier, vol. 88(12), pages 2423-2445, December.
      • Matthias Messner & Mattias Polborn, 2003. "Paying Politicians," Working Papers 246, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    31. John Cadigan, 2005. "The Citizen Candidate Model: An Experimental Analysis," Public Choice, Springer, vol. 123(1), pages 197-216, April.
    32. Cobb-Clark, Deborah A. & Schurer, Stefanie, 2012. "The stability of big-five personality traits," Economics Letters, Elsevier, vol. 115(1), pages 11-15.
    33. Claudio Ferraz & Frederico Finan, 2008. "Exposing Corrupt Politicians: The Effects of Brazil's Publicly Released Audits on Electoral Outcomes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 703-745.
    34. Mattozzi, Andrea & Merlo, Antonio, 2008. "Political careers or career politicians?," Journal of Public Economics, Elsevier, vol. 92(3-4), pages 597-608, April.
    35. Stefan Bach & Giacomo Corneo & Viktor Steiner, 2009. "From Bottom To Top: The Entire Income Distribution In Germany, 1992–2003," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(2), pages 303-330, June.
    36. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    37. Gerber, Alan, 1998. "Estimating the Effect of Campaign Spending on Senate Election Outcomes Using Instrumental Variables," American Political Science Review, Cambridge University Press, vol. 92(2), pages 401-411, June.
    38. Bobo, Lawrence & Gilliam, Franklin D., 1990. "Race, Sociopolitical Participation, and Black Empowerment," American Political Science Review, Cambridge University Press, vol. 84(2), pages 377-393, June.
    39. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    40. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
    41. Blaise Melly, 2005. "Public-private sector wage differentials in Germany: Evidence from quantile regression," Empirical Economics, Springer, vol. 30(2), pages 505-520, September.
    42. Atkinson, A. B. & Piketty, Thomas (ed.), 2007. "Top Incomes Over the Twentieth Century: A Contrast Between Continental European and English-Speaking Countries," OUP Catalogue, Oxford University Press, number 9780199286881.
    43. Timothy Besley, 2004. "Joseph Schumpeter Lecture: Paying Politicians: Theory and Evidence," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 193-215, 04/05.
    44. Hartog, Joop & Oosterbeek, Hessel, 1993. "Public and private sector wages in the Netherlands," European Economic Review, Elsevier, vol. 37(1), pages 97-114, January.
    45. Timothy Besley & Anne Case, 1995. "Does Electoral Accountability Affect Economic Policy Choices? Evidence from Gubernatorial Term Limits," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 769-798.
    46. Nyhus, Ellen K. & Pons, Empar, 2005. "The effects of personality on earnings," Journal of Economic Psychology, Elsevier, vol. 26(3), pages 363-384, June.
    47. Eggers, Andrew C. & Hainmueller, Jens, 2009. "MPs for Sale? Returns to Office in Postwar British Politics," American Political Science Review, Cambridge University Press, vol. 103(4), pages 513-533, November.
    48. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    49. Keith A. Bender, 1998. "The Central Government‐Private Sector Wage Differential," Journal of Economic Surveys, Wiley Blackwell, vol. 12(2), pages 177-220, April.
    50. Ehrenberg, Ronald G. & Schwarz, Joshua L., 1987. "Public-sector labor markets," Handbook of Labor Economics, in: O. Ashenfelter & R. Layard (ed.), Handbook of Labor Economics, edition 1, volume 2, chapter 22, pages 1219-1260, Elsevier.
    51. Rebecca M. Blank, 1993. "Public Sector Growth and Labor Market Flexibility: The United States vs. The United Kingdom," NBER Working Papers 4339, National Bureau of Economic Research, Inc.
    52. Thomas Evans, 2007. "An empirical test of why incumbents adopt campaign spending limits," Public Choice, Springer, vol. 132(3), pages 437-456, September.
    53. Eggers, Andy & Hainmueller, Jens, 2008. "MPs for Sale? Estimating Returns to Office in Post-War British Politics," MPRA Paper 7892, University Library of Munich, Germany.
    54. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    55. Meier, Kenneth J. & England, Robert E., 1984. "Black Representation and Educational Policy: Are They Related?," American Political Science Review, Cambridge University Press, vol. 78(2), pages 392-403, June.
    56. Maria Paola & Vincenzo Scoppa, 2011. "Political competition and politician quality: evidence from Italian municipalities," Public Choice, Springer, vol. 148(3), pages 547-559, September.
    57. Gregory, Robert G. & Borland, Jeff, 1999. "Recent developments in public sector labor markets," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 53, pages 3573-3630, Elsevier.
    58. Gagliarducci, Stefano & Nannicini, Tommaso & Naticchioni, Paolo, 2010. "Moonlighting politicians," Journal of Public Economics, Elsevier, vol. 94(9-10), pages 688-699, October.
    59. Couch, Jim F & Atkinson, Keith E & Shughart, William F, II, 1992. "Ethics Laws and the Outside Earnings of Politicians: The Case of Alabama's "Legislator-Educators."," Public Choice, Springer, vol. 73(2), pages 135-145, March.
    60. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
    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. Geys, Benny & Mause, Karsten, 2011. "Moonlighting politicians: A survey and research agenda," Discussion Papers, Research Professorship & Project "The Future of Fiscal Federalism" SP II 2011-101, WZB Berlin Social Science Center.
    2. Berg, Helene, 2018. "Politicians’ Payments in a Proportional Party System," Research Papers in Economics 2018:3, Stockholm University, Department of Economics.
    3. Peter T. Calcagno & Meg M. Montgomery, 2021. "The gender wage gap: an analysis of US congressional staff members," Public Choice, Springer, vol. 188(1), pages 183-201, July.
    4. Maria M. Campos & Domenico Depalo & Evangelia Papapetrou & Javier J. Pérez & Roberto Ramos, 2017. "Understanding the public sector pay gap," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-29, December.
    5. Auerbach, Jan, 2022. "Productive Office and Political Elitism," MPRA Paper 114582, University Library of Munich, Germany.
    6. Lukasz Wiktor Olejnik, 2019. "Do coalition councillors grow rich faster? Quantitative analysis of asset declarations," Ekonomia i Prawo, Uniwersytet Mikolaja Kopernika, vol. 18(1), pages 47-60, March.
    7. Arnold, Felix & Kauder, Björn & Potrafke, Niklas, 2014. "Outside earnings, absence, and activity: Evidence from German parliamentarians," European Journal of Political Economy, Elsevier, vol. 36(C), pages 147-157.
    8. Antonio Estache & Renaud Foucart, 2016. "Corruption and Incompetence in Public Procurement," Working Papers ECARES ECARES 2016-05, ULB -- Universite Libre de Bruxelles.
    9. Bernecker, Andreas, 2014. "Do politicians shirk when reelection is certain? Evidence from the German parliament," European Journal of Political Economy, Elsevier, vol. 36(C), pages 55-70.
    10. Polk, Andreas, 2017. "Lobbyism in Germany: What do we know?," Beiträge zur Jahrestagung 2016 (Witten/Herdecke) 175190, Verein für Socialpolitik, Ausschuss für Wirtschaftssysteme und Institutionenökonomik.
    11. Björn Kauder & Manuela Krause & Niklas Potrafke, 2018. "Electoral cycles in MPs’ salaries: evidence from the German states," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 25(4), pages 981-1000, August.
    12. Jan Auerbach, 2018. "Office-Holding Premia and Representative Democracy," Discussion Papers 1802, University of Exeter, Department of Economics.
    13. Berg, Heléne, 2020. "Politicians’ payments in a proportional party system," European Economic Review, Elsevier, vol. 128(C).
    14. Karsten Mause, 2014. "Self-serving legislators? An analysis of the salary-setting institutions of 27 EU parliaments," Constitutional Political Economy, Springer, vol. 25(2), pages 154-176, June.
    15. Bernardino Benito & Francisco Bastida & Ana-María Ríos & Cristina Vicente, 2014. "The causes of legal rents extraction: evidence from Spanish municipalities," Public Choice, Springer, vol. 161(3), pages 367-383, December.
    16. Schötz, Lukas, 2016. "Power and rents - political influence on rent extraction: Quasi-experimental evidence for Bavaria," Passauer Diskussionspapiere, Volkswirtschaftliche Reihe V-70-16, University of Passau, Faculty of Business and Economics.
    17. Heléne Berg, 2018. "Politicians' Payments in a Proportional Party System," CESifo Working Paper Series 7278, CESifo.
    18. Estache, Antonio & Foucart, Renaud, 2018. "The scope and limits of accounting and judicial courts intervention in inefficient public procurement," Journal of Public Economics, Elsevier, vol. 157(C), pages 95-106.

    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. Braendle, Thomas, 2013. "Do Institutions Affect Citizens' Selection into Politics?," Working papers 2013/04, Faculty of Business and Economics - University of Basel.
    2. Geys, Benny & Mause, Karsten, 2011. "Moonlighting politicians: A survey and research agenda," Discussion Papers, Research Professorship & Project "The Future of Fiscal Federalism" SP II 2011-101, WZB Berlin Social Science Center.
    3. Braendle, Thomas & Stutzer, Alois, 2016. "Selection of public servants into politics," Journal of Comparative Economics, Elsevier, vol. 44(3), pages 696-719.
    4. Kaisa Kotakorpi & Panu Poutvaara & Marko Tervio, 2013. "Returns to office in national and local politics," Discussion Papers 86, Aboa Centre for Economics.
    5. Heléne Lundqvist, 2013. "Is it worth it? On the returns to holding political office," Working Papers 2013/14, Institut d'Economia de Barcelona (IEB).
    6. Heléne Berg, 2018. "Politicians' Payments in a Proportional Party System," CESifo Working Paper Series 7278, CESifo.
    7. Berg, Helene, 2018. "Politicians’ Payments in a Proportional Party System," Research Papers in Economics 2018:3, Stockholm University, Department of Economics.
    8. Thomas Braendle & Alois Stutzer, 2017. "Voters and Representatives: How Should Representatives Be Selected?," CREMA Working Paper Series 2017-05, Center for Research in Economics, Management and the Arts (CREMA).
    9. Gavoille, Nicolas & Verschelde, Marijn, 2017. "Electoral competition and political selection: An analysis of the activity of French deputies, 1958–2012," European Economic Review, Elsevier, vol. 92(C), pages 180-195.
    10. Kotakorpi, Kaisa & Poutvaara, Panu, 2011. "Pay for politicians and candidate selection: An empirical analysis," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 877-885, August.
    11. Thomas Braendle, 2015. "Does remuneration affect the discipline and the selection of politicians? Evidence from pay harmonization in the European Parliament," Public Choice, Springer, vol. 162(1), pages 1-24, January.
    12. Galasso, Vincenzo & Nannicini, Tommaso, 2011. "Competing on Good Politicians," American Political Science Review, Cambridge University Press, vol. 105(1), pages 79-99, February.
    13. Gavoille, Nicolas, 2018. "Who are the ‘ghost’ MPs? Evidence from the French parliament," European Journal of Political Economy, Elsevier, vol. 53(C), pages 134-148.
    14. Berg, Heléne, 2018. "Is It Worth It? On the Returns to Holding Political Office," Research Papers in Economics 2018:5, Stockholm University, Department of Economics.
    15. Mitchell Hoffman & Elizabeth Lyons, 2020. "A time to make laws and a time to fundraise? On the relation between salaries and time use for state politicians," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 53(3), pages 1318-1358, August.
    16. Heléne Berg, 2018. "Is It Worth It? On the Returns to Holding Political Office," CESifo Working Paper Series 7406, CESifo.
    17. Björn Kauder & Manuela Krause & Niklas Potrafke, 2018. "Electoral cycles in MPs’ salaries: evidence from the German states," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 25(4), pages 981-1000, August.
    18. Jelena Lausev, 2014. "WHAT HAS 20 YEARS OF PUBLIC–PRIVATE PAY GAP LITERATURE TOLD US? EASTERN EUROPEAN TRANSITIONING vs. DEVELOPED ECONOMIES," Journal of Economic Surveys, Wiley Blackwell, vol. 28(3), pages 516-550, July.
    19. Jan Auerbach, 2018. "Office-Holding Premia and Representative Democracy," Discussion Papers 1802, University of Exeter, Department of Economics.
    20. Thomas Braendle & Alois Stutzer, 2010. "Public servants in parliament: theory and evidence on its determinants in Germany," Public Choice, Springer, vol. 145(1), pages 223-252, October.

    More about this item

    Keywords

    Politicians' wage gap; descriptive representation; citizen-candidate model; political rents; outside earnings;
    All these keywords.

    JEL classification:

    • D72 - Microeconomics - - Analysis of Collective Decision-Making - - - Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior
    • H11 - Public Economics - - Structure and Scope of Government - - - Structure and Scope of Government
    • H83 - Public Economics - - Miscellaneous Issues - - - Public Administration
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J45 - Labor and Demographic Economics - - Particular Labor Markets - - - Public Sector Labor Markets

    NEP fields

    This paper has been announced in the following NEP Reports:

    Lists

    This item is featured on the following reading lists, Wikipedia, or ReplicationWiki pages:
    1. SOEP based publications

    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:diw:diwsop:diw_sp366. 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: Bibliothek (email available below). General contact details of provider: https://edirc.repec.org/data/sodiwde.html .

    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.