IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp4177.html
   My bibliography  Save this paper

A Distribution Dynamics Approach to Regional GDP Convergence in Unified Germany

Author

Listed:
  • Juessen, Falko

    (University of Wuppertal)

Abstract

This paper uses nonparametric techniques to study GDP convergence across German labor market regions and counties during the period 1992-2004. The main result is that regional convergence in unified Germany has been substantial. In the first years after German unification the distribution of GDP has been characterized by a pronounced bimodality. The dispersion of the GDP distribution has become substantially smaller over time. Although some bimodality remains in most recent years, this bimodality is weak in comparison to previous years. Nevertheless, disparities among regions located in the Eastern and Western part of the country are still apparent.

Suggested Citation

  • Juessen, Falko, 2009. "A Distribution Dynamics Approach to Regional GDP Convergence in Unified Germany," IZA Discussion Papers 4177, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp4177
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp4177.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Maria Grazia Pittau, 2005. "Fitting Regional Income Distributions in the European Union," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(2), pages 135-161, April.
    2. Reinhold Kosfeld & Jorgen Lauridsen, 2009. "Dynamic spatial modelling of regional convergence processes," Studies in Empirical Economics, in: Giuseppe Arbia & Badi H. Baltagi (ed.), Spatial Econometrics, pages 245-261, Springer.
    3. Andrade, Eduardo & Laurini, Marcio & Madalozzo, Regina & Valls Pereira, Pedro L., 2004. "Convergence clubs among Brazilian municipalities," Economics Letters, Elsevier, vol. 83(2), pages 179-184, May.
    4. Quah, Danny T, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," Economic Journal, Royal Economic Society, vol. 106(437), pages 1045-1055, July.
    5. Barro, Robert J & Mankiw, N Gregory & Sala-i-Martin, Xavier, 1995. "Capital Mobility in Neoclassical Models of Growth," American Economic Review, American Economic Association, vol. 85(1), pages 103-115, March.
    6. Durlauf, Steven N. & Johnson, Paul A. & Temple, Jonathan R.W., 2005. "Growth Econometrics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.),Handbook of Economic Growth, edition 1, volume 1, chapter 8, pages 555-677, Elsevier.
    7. Quah, Danny, 1997. "Empirics for growth and distribution," LSE Research Online Documents on Economics 2138, London School of Economics and Political Science, LSE Library.
    8. Oded Galor, 1996. "Convergence?: Inferences from Theoretical Models," Working Papers 96-3, Brown University, Department of Economics.
    9. Durlauf, Steven N & Johnson, Paul A, 1995. "Multiple Regimes and Cross-Country Growth Behaviour," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(4), pages 365-384, Oct.-Dec..
    10. Roberta Colavecchio & Declan Curran & Michael Funke, 2009. "Drifting together or falling apart? The empirics of regional economic growth in post-unification Germany," Applied Economics, Taylor & Francis Journals, vol. 43(9), pages 1087-1098.
    11. Niebuhr, Annekatrin, 2000. "Convergence and the effects of spatial interaction," HWWA Discussion Papers 110, Hamburg Institute of International Economics (HWWA).
    12. Hughes Hallett, A J & Ma, Yue, 1993. "East Germany, West Germany, and Their Mezzogiorno Problem: A Parable for European Economic Integration," Economic Journal, Royal Economic Society, vol. 103(417), pages 416-428, March.
    13. Funke, Michael & Strulik, Holger, 1999. "Regional growth in West Germany: convergence or divergence?," Economic Modelling, Elsevier, vol. 16(4), pages 489-502, December.
    14. Barrell Ray & Willem te Velde Dirk, 2000. "Catching-up of East German Labour Productivity in the 1990s," German Economic Review, De Gruyter, vol. 1(3), pages 271-297, August.
    15. Danny Quah, 1996. "Twin Peaks: Growth and Convergence in Models of Distribution Dynamics," CEP Discussion Papers dp0280, Centre for Economic Performance, LSE.
    16. Daniel J. Henderson & Christopher F. Parmeter & R. Robert Russell, 2008. "Modes, weighted modes, and calibrated modes: evidence of clustering using modality tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 607-638.
    17. Binder, Jan & Schwengler, Barbara, 2006. "Neuer Gebietszuschnitt der Arbeitsmarktregionen im Raum Berlin und Brandenburg : kritische Überprüfung der bisher gültigen Arbeitsmarktregionen und Vorschläge für einen Neuzuschnitt," IAB-Forschungsbericht 200604, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    18. Baumol, William J & Wolff, Edward N, 1988. "Productivity Growth, Convergence, and Welfare: Reply," American Economic Review, American Economic Association, vol. 78(5), pages 1155-1159, December.
    19. Keller, Wolfgang, 2000. "From socialist showcase to Mezzogiorno? Lessons on the role of technical change from East Germany's post-World War II growth performance," Journal of Development Economics, Elsevier, vol. 63(2), pages 485-514, December.
    20. Maasoumi, Esfandiar & Racine, Jeff & Stengos, Thanasis, 2007. "Growth and convergence: A profile of distribution dynamics and mobility," Journal of Econometrics, Elsevier, vol. 136(2), pages 483-508, February.
    21. Gerling, Katja, 2000. "Subsidization and Structural Change in Eastern German Transition: Did Economic Policy Meet Its Objectives?," Kiel Working Papers 998, Kiel Institute for the World Economy (IfW Kiel).
    22. Esteban, J., 2000. "Regional convergence in Europe and the industry mix: a shift-share analysis," Regional Science and Urban Economics, Elsevier, vol. 30(3), pages 353-364, May.
    23. Johnson, Paul A., 2005. "A continuous state space approach to "Convergence by Parts"," Economics Letters, Elsevier, vol. 86(3), pages 317-321, March.
    24. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
      • Barro, R.J. & Sala-I-Martin, X., 1991. "Convergence," Papers 645, Yale - Economic Growth Center.
      • Barro, Robert J. & Sala-i-Martin, Xavier, 1992. "Convergence," Scholarly Articles 3451299, Harvard University Department of Economics.
    25. Daniel J. Henderson & R. Robert Russell, 2005. "Human Capital And Convergence: A Production-Frontier Approach ," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(4), pages 1167-1205, November.
    26. Anderson, Gordon, 2004. "Toward an empirical analysis of polarization," Journal of Econometrics, Elsevier, vol. 122(1), pages 1-26, September.
    27. Bulli, Sandra, 2001. "Distribution Dynamics and Cross-Country Convergence: A New Approach," Scottish Journal of Political Economy, Scottish Economic Society, vol. 48(2), pages 226-243, May.
    28. Baumol, William J, 1986. "Productivity Growth, Convergence, and Welfare: What the Long-run Data Show," American Economic Review, American Economic Association, vol. 76(5), pages 1072-1085, December.
    29. Quah, Danny T., 1996. "Empirics for economic growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1353-1375, June.
    30. D. Fiaschi & Andrea Mario Lavezzi, 2004. "Nonlinear growth in a long-run perspective," Applied Economics Letters, Taylor & Francis Journals, vol. 11(2), pages 101-104.
    31. Razin, Assaf & Yuen, Chi-Wa, 1997. "Income convergence within an economic union: the role of factor mobility and coordination," Journal of Public Economics, Elsevier, vol. 66(2), pages 225-245, November.
    32. Durlauf, Steven N. & Quah, Danny T., 1999. "The new empirics of economic growth," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 4, pages 235-308, Elsevier.
    33. Liu, Zhenjuan & Stengos, Thanasis, 1999. "Non-linearities in Cross-Country Growth Regressions: A Semiparametric Approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 527-538, Sept.-Oct.
    34. Bianchi, Marco, 1997. "Testing for Convergence: Evidence from Non-parametric Multimodality Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(4), pages 393-409, July-Aug..
    35. Pagan,Adrian & Ullah,Aman, 1999. "Nonparametric Econometrics," Cambridge Books, Cambridge University Press, number 9780521355643.
    36. Philippe Van Kerm, 2003. "Adaptive kernel density estimation," Stata Journal, StataCorp LP, vol. 3(2), pages 148-156, June.
    37. Maria Grazia Pittau & Roberto Zelli, 2004. "Testing for changing shapes of income distribution: Italian evidence in the 1990s from kernel density estimates," Empirical Economics, Springer, vol. 29(2), pages 415-430, May.
    38. Robert J. Barro & Xavier Sala-i-Martin, 1991. "Convergence across States and Regions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(1), pages 107-182.
    39. Quah, Danny, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," CEPR Discussion Papers 1586, C.E.P.R. Discussion Papers.
    40. Burda, Michael C & Funke, Michael, 1993. "Eastern Germany: Can't We Be More Optimistic?," CEPR Discussion Papers 863, C.E.P.R. Discussion Papers.
    41. Charles I. Jones, 1997. "On the Evolution of the World Income Distribution," Journal of Economic Perspectives, American Economic Association, vol. 11(3), pages 19-36, Summer.
    42. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    43. Funke Michael & Strulik Holger, 2000. "Growth and Convergence in a Two-Region Model of Unified Germany," German Economic Review, De Gruyter, vol. 1(3), pages 363-384, August.
    44. Francisco J. Goerlich Gisbert, 2003. "Weighted samples, kernel density estimators and convergence," Empirical Economics, Springer, vol. 28(2), pages 335-351, April.
    45. Quah, D., 1990. "Galton'S Fallacy And The Tests Of The Convergence Hypothesis," Working papers 552, Massachusetts Institute of Technology (MIT), Department of Economics.
    46. Frank Siebern, 2000. "Growth and Convergence in a Two‐Region Model of Unified Germany," German Economic Review, Verein für Socialpolitik, vol. 1(3), pages 363-384, August.
    47. Quah, Danny, 2001. "Searching for prosperity a comment," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 55(1), pages 305-319, December.
    48. Galor, Oded, 1996. "Convergence? Inferences from Theoretical Models," Economic Journal, Royal Economic Society, vol. 106(437), pages 1056-1069, July.
    49. Reinhold Kosfeld & Hans-Friedrich Eckey & Christian Dreger, 2006. "Regional productivity and income convergence in the unified Germany, 1992-2000," Regional Studies, Taylor & Francis Journals, vol. 40(7), pages 755-767.
    50. Adolfo Maza & Jose Villaverde, 2004. "Regional disparities in the EU: mobility and polarization," Applied Economics Letters, Taylor & Francis Journals, vol. 11(8), pages 517-522.
    51. Danny Quah, 1997. "Empirics for Growth and Distribution," CEP Discussion Papers dp0324, Centre for Economic Performance, LSE.
    52. Sanghamitra Bandyopadhyay, 2001. "Twin Peaks: Convergence Empirics of Economic Growth across Indian States," WIDER Working Paper Series DP2001-142, World Institute for Development Economic Research (UNU-WIDER).
    53. Johnson, Paul A., 2000. "A nonparametric analysis of income convergence across the US states," Economics Letters, Elsevier, vol. 69(2), pages 219-223, November.
    54. Quah, Danny T, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," Journal of Economic Growth, Springer, vol. 2(1), pages 27-59, March.
    55. Quah, Danny T, 1996. "Convergence Empirics across Economies with (Some) Capital Mobility," Journal of Economic Growth, Springer, vol. 1(1), pages 95-124, March.
    56. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
    57. Quah, Danny, 1993. " Galton's Fallacy and Tests of the Convergence Hypothesis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 95(4), pages 427-443, December.
    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. Petr Korab & Jitka Pomenkova, 2017. "Credit Rationing in Greece During and After the Financial Crisis," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 67(2), pages 119-139, April.
    2. Petr Janský & Dominika Kolcunová, 2017. "Regional differences in price levels across the European Union and their implications for its regional policy," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 58(3), pages 641-660, May.
    3. Eckey, Hans-Friedrich & Döring, Thomas & Türck, Matthias, 2006. "Convergence of regions from 23 EU member states," Volkswirtschaftliche Diskussionsbeiträge 86, University of Kassel, Faculty of Economics and Management.
    4. Li, Qing & Vo, Long Hai & Wu, Yanrui, 2019. "Intangible capital distribution in China," Economic Systems, Elsevier, vol. 43(2), pages 1-1.
    5. Bernd Aumann & Rolf Scheufele, 2010. "Is East Germany catching up? A time series perspective," Post-Communist Economies, Taylor & Francis Journals, vol. 22(2), pages 177-192.
    6. Peng Bin, 2016. "Dynamic Development of Regional Disparity in Mainland China: An Experimental Study Based on a Multidimensional Index," Sustainability, MDPI, vol. 8(12), pages 1-28, December.
    7. Matthias Firgo & Peter Huber, 2014. "Convergence as a heterogeneous process: what can be learnt about convergence in EMU from regional experiences?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 41(2), pages 129-151, May.
    8. Hans-Friedrich Eckey & Reinhold Kosfeld & Matthias Türck, 2007. "Regional Convergence in Germany: a Geographically Weighted Regression Approach," Spatial Economic Analysis, Taylor & Francis Journals, vol. 2(1), pages 45-64.
    9. Heru Wibowo, 2012. "Understanding intra-household expenditure distribution in Indonesia," Economic Journal of Emerging Markets, Universitas Islam Indonesia, vol. 4(2), pages 97-114, April.
    10. Smolny Werner, 2012. "Cyclical Adjustment, Capital-labor Substitution and Total Factor Productivity Convergence – East Germany After Unification," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 232(4), pages 445-459, August.
    11. Wu, Jian-Xin & He, Ling-Yun, 2017. "How do Chinese cities grow? A distribution dynamics approach," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 470(C), pages 105-118.
    12. Li, Kui-Wai & Zhou, Xianbo & Pan, Zhewen, 2016. "Cross-country output convergence and growth: Evidence from varying coefficient nonparametric method," Economic Modelling, Elsevier, vol. 55(C), pages 32-41.
    13. Xiaoguang Liu & Jian Yu & Tsun Se Cheong & Michal Wojewodzki, 2022. "The Future Evolution of Housing Price-to-Income Ratio in 171 Chinese Cities," Annals of Economics and Finance, Society for AEF, vol. 23(1), pages 159-196, May.
    14. Beate Schirwitz & Christian Seiler & Klaus Wohlrabe, 2009. "Regional business cycles in Germany – convergence," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 62(15), pages 23-32, August.
    15. Nicola D. Coniglio & Francesco Prota, 2011. "Economic Crises and Regional Convergence in the EU: An Exploration of Facts, Theories and Policy Implications," Chapters, in: Wim Meeusen (ed.), The Economic Crisis and European Integration, chapter 5, Edward Elgar Publishing.
    16. Benjamin Wirth, 2013. "Ranking German regions using interregional migration - What does internal migration tells us about regional well-being?," ERSA conference papers ersa13p1254, European Regional Science Association.
    17. Kounetas, Konstantinos E. & Polemis, Michael L. & Tzeremes, Nickolaos G., 2021. "Measurement of eco-efficiency and convergence: Evidence from a non-parametric frontier analysis," European Journal of Operational Research, Elsevier, vol. 291(1), pages 365-378.
    18. Nur Feriyanto, 2014. "Determinant of gross regional domestic product (GRDP) in Yogyakarta special province," Economic Journal of Emerging Markets, Universitas Islam Indonesia, vol. 6(2), pages 131-140, April.
    19. Cheong, Tsun Se & Wu, Yanrui, 2018. "Convergence and transitional dynamics of China's industrial output: A county-level study using a new framework of distribution dynamics analysis," China Economic Review, Elsevier, vol. 48(C), pages 125-138.
    20. Liu, Tie-Ying & Lee, Chien-Chiang, 2020. "Convergence of the world’s energy use," Resource and Energy Economics, Elsevier, vol. 62(C).
    21. Vo, Duc Hong & Vo, Long Hai & Ho, Chi Minh, 2022. "Regional convergence of nonrenewable energy consumption in Vietnam," Energy Policy, Elsevier, vol. 169(C).
    22. João Amador & José R. Maria & Sónia Cabral, 2007. "International Trade Patterns over the Last Four Decades: How does Portugal Compare with other Cohesion Countries?," Working Papers w200714, Banco de Portugal, Economics and Research Department.
    23. Per Botolf Maurseth, 2013. "Regional Convergence and Divergence in Europe. Patterns and regularities," ERSA conference papers ersa13p412, European Regional Science Association.
    24. Nicky Rogge, 2019. "Regional productivity growth in the EU since 2000: something is better than nothing," Empirical Economics, Springer, vol. 56(2), pages 423-444, February.

    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. Falko Juessen, 2005. "A distribution dynamics approach to regional income convergence in reunified Germany," ERSA conference papers ersa05p411, European Regional Science Association.
    2. Paul Johnson & Chris Papageorgiou, 2020. "What Remains of Cross-Country Convergence?," Journal of Economic Literature, American Economic Association, vol. 58(1), pages 129-175, March.
    3. Daniel J. Henderson, 2010. "A test for multimodality of regression derivatives with application to nonparametric growth regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(3), pages 458-480.
    4. Park, Seonyoung & Shin, Donggyun, 2020. "Recent Changes in the Nature of Distribution Dynamics of US County Incomes," Working Paper Series 20926, Victoria University of Wellington, School of Economics and Finance.
    5. Carlos Mendez-Guerra, 2017. "Heterogeneous Growth and Regional (Di)Convergence in Bolivia: A Distribution Dynamics Approach," Economia Coyuntural,Revista de temas de perspectivas y coyuntura, Instituto de Investigaciones Economicas y Sociales 'Jose Ortiz Mercado' (IIES-JOM), Facultad de Ciencias Economicas, Administrativas y Financieras, Universidad Autonoma Gabriel Rene Moreno, vol. 2(4), pages 81-108.
    6. Park, Seonyoung & Shin, Donggyun, 2020. "Recent Changes in the Nature of Distribution Dynamics of US County Incomes," Working Paper Series 8075, Victoria University of Wellington, School of Economics and Finance.
    7. Ezcurra, Roberto, 2007. "Is there cross-country convergence in carbon dioxide emissions?," Energy Policy, Elsevier, vol. 35(2), pages 1363-1372, February.
    8. Sheila Chapman & Stefania Cosci & Loredana Mirra, 2012. "Income dynamics in an enlarged Europe: the role of capital regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 48(3), pages 663-693, June.
    9. 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.
    10. Cem Ertur & Julie Le Gallo & Catherine Baumont, 2006. "The European Regional Convergence Process, 1980-1995: Do Spatial Regimes and Spatial Dependence Matter?," International Regional Science Review, , vol. 29(1), pages 3-34, January.
    11. Roberto Basile, 2009. "Productivity Polarization across Regions in Europe," International Regional Science Review, , vol. 32(1), pages 92-115, January.
    12. Silvia Dal Bianco, 2016. "Going clubbing in the eighties: convergence in manufacturing sectors at a glance," Empirical Economics, Springer, vol. 50(2), pages 623-659, March.
    13. Kounetas, Konstantinos Elias, 2018. "Energy consumption and CO2 emissions convergence in European Union member countries. A tonneau des Danaides?," Energy Economics, Elsevier, vol. 69(C), pages 111-127.
    14. Mahmoud A. El-Gamal & Deockhyun Ryu, 2013. "Nonstationarity and Stochastic Stability of Relative Income Clubs," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59(4), pages 756-775, December.
    15. Azomahou, Théophile T. & Diene, Mbaye, 2012. "Polarization patterns in economic development and innovation," Structural Change and Economic Dynamics, Elsevier, vol. 23(4), pages 421-436.
    16. Aparna Lolayekar & Pranab Mukhopadhyay, 2017. "Growth Convergence and Regional Inequality in India (1981–2012)," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 15(2), pages 307-328, June.
    17. Haupt, Harry & Schnurbus, Joachim & Semmler, Willi, 2018. "Estimation of grouped, time-varying convergence in economic growth," Econometrics and Statistics, Elsevier, vol. 8(C), pages 141-158.
    18. Walheer, Barnabé, 2018. "Labour productivity growth and energy in Europe: A production-frontier approach," Energy, Elsevier, vol. 152(C), pages 129-143.
    19. Daniel J. Henderson & Christopher F. Parmeter & R. Robert Russell, 2008. "Modes, weighted modes, and calibrated modes: evidence of clustering using modality tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 607-638.
    20. Barnabé Walheer, 2016. "Multi-Sector Nonparametric Production-Frontier Analysis of the Economic Growth and the Convergence of the European Countries," Pacific Economic Review, Wiley Blackwell, vol. 21(4), pages 498-524, October.

    More about this item

    Keywords

    nonparametric econometrics; distribution dynamics; regional convergence; stochastic kernel;
    All these keywords.

    JEL classification:

    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:iza:izadps:dp4177. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.