IDEAS home Printed from https://ideas.repec.org/p/zbw/zewdip/7478.html
   My bibliography  Save this paper

Which is the Right Dose of EU Cohesion Policy for Economic Growth?

Author

Listed:
  • Mohl, Philipp
  • Hagen, Tobias

Abstract

The current empirical literature on the impact of EU Cohesion Policy on the economic growth rates of the European regions mainly relies on functional form assumptions. However, it is ex ante not clear which functional form is appropriate with regard to the relationship between structural funds pay- ments and regional economic growth. In order to avoid such assumptions, this paper applies the method of generalized propensity score (GPS) to a sample of 122 NUTS-1 and NUTS-2 EU-15 regions for the time period 1995{2005, which leads to the estimation of a dose-response function, as proposed by Hirano and Imbens (2004). Our results indicate that structural funds payments have a positive, but not statistically significant, impact on the regions' average three-year growth rates. This implies that it does not matter which \dose" of structural funds payments a region receives.

Suggested Citation

  • Mohl, Philipp & Hagen, Tobias, 2008. "Which is the Right Dose of EU Cohesion Policy for Economic Growth?," ZEW Discussion Papers 08-104, ZEW - Leibniz Centre for European Economic Research.
    • Handle: RePEc:zbw:zewdip:7478
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/27586/1/dp08104.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Helmut Fryges & Joachim Wagner, 2021. "Exports and Productivity Growth — First Evidence from a Continuous Treatment Approach," World Scientific Book Chapters, in: Joachim Wagner (ed.), MICROECONOMETRIC STUDIES OF FIRMS’ IMPORTS AND EXPORTS Advanced Methods of Analysis and Evidence from German Enterprises, chapter 6, pages 57-86, World Scientific Publishing Co. Pte. Ltd..
    2. Cornelius Bähr, 2008. "How does Sub‐National Autonomy Affect the Effectiveness of Structural Funds?," Kyklos, Wiley Blackwell, vol. 61(1), pages 3-18, February.
    3. Kluve, Jochen & Schneider, Hilmar & Uhlendorff, Arne & Zhao, Zhong, 2007. "Evaluating Continuous Training Programs Using the Generalized Propensity Score," IZA Discussion Papers 3255, Institute of Labor Economics (IZA).
    4. Sjef Ederveen & Henri L.F. de Groot & Richard Nahuis, 2006. "Fertile Soil for Structural Funds?A Panel Data Analysis of the Conditional Effectiveness of European Cohesion Policy," Kyklos, Wiley Blackwell, vol. 59(1), pages 17-42, February.
    5. Mohl, Philipp & Hagen, Tobias, 2008. "Does EU Cohesion Policy Promote Growth? Evidence from Regional Data and Alternative Econometric Approaches," ZEW Discussion Papers 08-086, ZEW - Leibniz Centre for European Economic Research.
    6. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    7. Sandy Dall'erba & Julie Le Gallo, 2008. "Regional convergence and the impact of European structural funds over 1989–1999: A spatial econometric analysis," Papers in Regional Science, Wiley Blackwell, vol. 87(2), pages 219-244, June.
    8. 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.
    9. repec:zbw:rwirep:0035 is not listed on IDEAS
    10. Bia, Michela & Mattei, Alessandra, 2007. "Application of the Generalized Propensity Score. Evaluation of public contributions to Piedmont enterprises," POLIS Working Papers 80, Institute of Public Policy and Public Choice - POLIS.
    11. Heckman, J.J. & Hotz, V.J., 1988. "Choosing Among Alternative Nonexperimental Methods For Estimating The Impact Of Social Programs: The Case Of Manpower Training," University of Chicago - Economics Research Center 88-12, Chicago - Economics Research Center.
    12. 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.
    13. Kosuke Imai & David A. van Dyk, 2004. "Causal Inference With General Treatment Regimes: Generalizing the Propensity Score," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 854-866, January.
    14. Roberto Esposti & Stefania Bussoletti, 2008. "Impact of Objective 1 Funds on Regional Growth Convergence in the European Union: A Panel-data Approach," Regional Studies, Taylor & Francis Journals, vol. 42(2), pages 159-173.
    15. Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, July.
    16. Maaike Beugelsdijk & Sylvester C.W. Eijffinger, 2005. "The Effectiveness of Structural Policy in the European Union: An Empirical Analysis for the EU‐15 in 1995–2001," Journal of Common Market Studies, Wiley Blackwell, vol. 43(1), pages 37-51, March.
    17. Marco PERCOCO, 2005. "The Impact Of Structural Funds On The Italian Mezzogiorno, 1994-1999," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 21, pages 141-153.
    18. Flores-Lagunes, Alfonso & Gonzalez, Arturo & Neumann, Todd C., 2007. "Estimating the Effects of Length of Exposure to a Training Program: The Case of Job Corps," IZA Discussion Papers 2846, Institute of Labor Economics (IZA).
    19. Jochen Kluve & Hilmar Schneider & Arne Uhlendorff & Zhong Zhao, 2012. "Evaluating continuous training programmes by using the generalized propensity score," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 175(2), pages 587-617, April.
    20. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    21. Alfonso Flores-Lagunes & Arturo Gonzalez & Todd C. Neumann, 2007. "Estimating the Effects of Length of Exposure to a Training Program: The Case of Job Corps," Working Papers 1042, Princeton University, Department of Economics, Industrial Relations Section..
    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. Tobias Hagen & Philipp Mohl, 2011. "Econometric Evaluation of EU Cohesion Policy: A Survey," Chapters, in: Miroslav N. Jovanović (ed.), International Handbook on the Economics of Integration, Volume III, chapter 16, Edward Elgar Publishing.
    2. Enrico Fabrizi & Gianni Guastella & Stefano Marta & Francesco Timpano, 2016. "Determinants of Intra-Distribution Dynamics in European Regions: An Empirical Assessment of the Role of Structural Intervention," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 107(5), pages 522-539, December.
    3. Becker, Sascha O. & Egger, Peter H. & von Ehrlich, Maximilian, 2012. "Too much of a good thing? On the growth effects of the EU's regional policy," European Economic Review, Elsevier, vol. 56(4), pages 648-668.
    4. Schmidt, Christoph & Mitze, Timo & Breidenbach, Philipp, 2016. "EU Structural Funds and Regional Income Convergence – A Sobering Experience," CEPR Discussion Papers 11210, C.E.P.R. Discussion Papers.
    5. Philipp Breidenbach & Timo Mitze & Christoph Schmidt, 2011. "Evaluating EU Regional Policy: Many Empirical Specifications, One (Unpleasant) Result," ERSA conference papers ersa11p1144, European Regional Science Association.
    6. Antonella Rita Ferrara & Philip McCann & Guido Pellegrini & Dirk Stelder & Flavia Terribile, 2017. "Assessing the impacts of Cohesion Policy on EU regions: A non-parametric analysis on interventions promoting research and innovation and transport accessibility," Papers in Regional Science, Wiley Blackwell, vol. 96(4), pages 817-841, November.
    7. Breidenbach, Philipp & Mitze, Timo & Schmidt, Christoph M., 2016. "EU structural funds and regional income convergence: A sobering experience," Ruhr Economic Papers 608, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    8. Timo Mitze & Alfredo R. Paloyo & Björn Alecke, 2015. "Is There a Purchase Limit on Regional Growth? A Quasi-experimental Evaluation of Investment Grants Using Matching Techniques," International Regional Science Review, , vol. 38(4), pages 388-412, October.
    9. Davide Fiaschi & Andrea Mario Lavezzi & Angela Parenti, 2018. "Does EU cohesion policy work? Theory and evidence," Journal of Regional Science, Wiley Blackwell, vol. 58(2), pages 386-423, March.
    10. Mohl, P. & Hagen, T., 2010. "Do EU structural funds promote regional growth? New evidence from various panel data approaches," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 353-365, September.
    11. Götz Marta, 2010. "Poland in the Period of Economic Transition and Germany After Reunification an Attempt at Assessing Σ-Convergence," European Spatial Research and Policy, Sciendo, vol. 17(2), pages 71-94, October.
    12. Alexandra Sotiriou & Maria Tsiapa, 2015. "The asymmetric influence of structural funds on regional growth in Greece," Environment and Planning C, , vol. 33(4), pages 863-881, August.
    13. Beata Zofia Filipiak & Marek Dylewski & Marcin Kalinowski & Grzegorz Krzykowski, 2020. "Do European Union Funds Have an Impact on the Volume of Corporate Lending? The Case of the Czech Republic, Slovakia and Poland," European Research Studies Journal, European Research Studies Journal, vol. 0(2), pages 3-22.

    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. Tobias Hagen & Philipp Mohl, 2011. "Econometric Evaluation of EU Cohesion Policy: A Survey," Chapters, in: Miroslav N. Jovanović (ed.), International Handbook on the Economics of Integration, Volume III, chapter 16, Edward Elgar Publishing.
    2. Hagen, Tobias & Mohl, Philipp, 2009. "How does EU cohesion policy work? Evaluating its effects on fiscal outcome variables," ZEW Discussion Papers 09-051, ZEW - Leibniz Centre for European Economic Research.
    3. Mohl, P. & Hagen, T., 2010. "Do EU structural funds promote regional growth? New evidence from various panel data approaches," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 353-365, September.
    4. Flores, Carlos A. & Mitnik, Oscar A., 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," IZA Discussion Papers 4451, Institute of Labor Economics (IZA).
    5. Mohl, Philipp & Hagen, Tobias, 2008. "Does EU Cohesion Policy Promote Growth? Evidence from Regional Data and Alternative Econometric Approaches," ZEW Discussion Papers 08-086, ZEW - Leibniz Centre for European Economic Research.
    6. Mindaugas Butkus & Alma Maciulyte-Sniukiene & Kristina Matuzeviciute, 2020. "Heterogeneous growth outcomes of the EU’s regional financial support mediated by institutions with some empirical evidences at NUTS 3 level," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 40(1), pages 33-66, April.
    7. Carlos A. Flores, 2007. "Estimation of Dose-Response Functions and Optimal Doses with a Continuous Treatment," Working Papers 0707, University of Miami, Department of Economics.
    8. Enrico Fabrizi & Gianni Guastella & Stefano Marta & Francesco Timpano, 2016. "Determinants of Intra-Distribution Dynamics in European Regions: An Empirical Assessment of the Role of Structural Intervention," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 107(5), pages 522-539, December.
    9. Flores-Lagunes, Alfonso & Gonzalez, Arturo & Neumann, Todd C., 2007. "Estimating the Effects of Length of Exposure to a Training Program: The Case of Job Corps," IZA Discussion Papers 2846, Institute of Labor Economics (IZA).
    10. Cerciello, Massimiliano & Agovino, Massimiliano & Garofalo, Antonio, 2019. "The caring hand that cripples? The effects of the European regional policy on local labour market participation in Southern Italy," Socio-Economic Planning Sciences, Elsevier, vol. 68(C).
    11. Sylvester Amoako Agyemang & Tomáš Ratinger & Miroslava Bavorová, 2022. "The Impact of Agricultural Input Subsidy on Productivity: The Case of Ghana," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(3), pages 1460-1485, June.
    12. Aiello, Francesco & Pupo, Valeria, 2012. "Structural funds and the economic divide in Italy," Journal of Policy Modeling, Elsevier, vol. 34(3), pages 403-418.
    13. Salima Bouayad-Agha & Nadine Turpin & Lionel Védrine, 2010. "Fostering the potential endogenous development of European regions: a spatial dynamic panel data analysis of the Cohesion Policy on regional convergence over the period 1980-2005," TEPP Working Paper 2010-17, TEPP.
    14. Carlos San Juan Mesonada & Carlos Sunyer Manteiga, 2021. "European Structural Funds and Resilient and Recovery Facility Governance," EconPol Working Paper 67, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    15. Kluve, Jochen & Schneider, Hilmar & Uhlendorff, Arne & Zhao, Zhong, 2012. "Evaluating continuous training programmes by using the generalized propensity score," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 175(2), pages 587-617.
    16. POP Andrada, 2020. "Eu Funding €“ A Positive Impact On Gdp?," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 1(1), pages 89-98, July.
    17. Sandy Dall'Erba & Fang Fang, 2017. "Meta-analysis of the impact of European Union Structural Funds on regional growth," Regional Studies, Taylor & Francis Journals, vol. 51(6), pages 822-832, June.
    18. Butkus Mindaugas & Matuzevičiūtė Kristina, 2016. "Evaluation of Eu Cohesion Policy Impact on Regional Convergence: Do Culture Differences Matter?," Economics and Culture, Sciendo, vol. 13(1), pages 41-52, June.
    19. Jonathan Eberle & Thomas Brenner, 2016. "More bucks, more growth, more justice? The effects of regional structural funds on regional economic growth and convergence in Germany," Working Papers on Innovation and Space 2016-01, Philipps University Marburg, Department of Geography.
    20. Lukasz Pietak, 2021. "Structural Funds and Convergence in Poland," Hacienda Pública Española / Review of Public Economics, IEF, vol. 236(1), pages 3-37, March.

    More about this item

    Keywords

    EU structural funds; economic growth; continuous treatment; dose-response function;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

    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:zbw:zewdip:7478. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/zemande.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.