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Cohesion Policy Meets Heterogeneous Firms

Author

Listed:
  • Loredana Fattorini
  • Mahdi Ghodsi

    (The Vienna Institute for International Economic Studies, wiiw)

  • Armando Rungi
Abstract
In this paper, we empirically test the effects of the EU’s ‘cohesion policy’ on the performance of 273,500 European manufacturing firms after combining regional policy data at NUTS 2 level with firm-level data. In a framework of heterogeneous firms and different absorptive capacity of regions, we show that the financing of ‘cohesion policy’ by the European Regional Development Fund (ERDF) aimed at direct investments in R&D correlates with an improvement of firms’ productivity in a region. Conversely, funding aimed at overall Business Support correlates with negative productivity growth rates. In both cases, we registered an asymmetric impact along the firms’ productivity distribution, where a stronger impact can be detected in the first quartile, i.e. less efficient firms in a region. We finally argue that considering the heterogeneity of firms allows a better assessment of the impact of ‘cohesion policy’ measures.

Suggested Citation

  • Loredana Fattorini & Mahdi Ghodsi & Armando Rungi, 2018. "Cohesion Policy Meets Heterogeneous Firms," wiiw Working Papers 142, The Vienna Institute for International Economic Studies, wiiw.
  • Handle: RePEc:wii:wpaper:142
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    1. Pierre‐Philippe Combes & Gilles Duranton & Laurent Gobillon & Diego Puga & Sébastien Roux, 2012. "The Productivity Advantages of Large Cities: Distinguishing Agglomeration From Firm Selection," Econometrica, Econometric Society, vol. 80(6), pages 2543-2594, November.
    2. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1915-1967.
    3. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    4. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    5. Erzo G. J. Luttmer, 2010. "Models of firm heterogeneity and growth," Working Papers 678, Federal Reserve Bank of Minneapolis.
    6. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    7. Klette, Tor Jakob & Griliches, Zvi, 1996. "The Inconsistency of Common Scale Estimators When Output Prices Are Unobserved and Endogenous," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(4), pages 343-361, July-Aug..
    8. Hiau Looi Kee & Alessandro Nicita & Marcelo Olarreaga, 2008. "Import Demand Elasticities and Trade Distortions," The Review of Economics and Statistics, MIT Press, vol. 90(4), pages 666-682, November.
    9. 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.
    10. Thierry Mayer & Gianmarco Ottaviano, 2008. "The Happy Few: The Internationalisation of European Firms," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 43(3), pages 135-148, May.
    11. Becker, Sascha O. & Egger, Peter H. & von Ehrlich, Maximilian, 2010. "Going NUTS: The effect of EU Structural Funds on regional performance," Journal of Public Economics, Elsevier, vol. 94(9-10), pages 578-590, October.
    12. Chad Syverson, 2004. "Market Structure and Productivity: A Concrete Example," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1181-1222, December.
    13. Beaudry, Catherine & Schiffauerova, Andrea, 2009. "Who's right, Marshall or Jacobs? The localization versus urbanization debate," Research Policy, Elsevier, vol. 38(2), pages 318-337, March.
    14. Richard Harris & Mary Trainor, 2005. "Capital Subsidies and their Impact on Total Factor Productivity: Firm‐Level Evidence from Northern Ireland," Journal of Regional Science, Wiley Blackwell, vol. 45(1), pages 49-74, February.
    15. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    16. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    17. Aadne Cappelen & Fulvio Castellacci & Jan Fagerberg & Bart Verspagen, 2003. "The Impact of EU Regional Support on Growth and Convergence in the European Union," Journal of Common Market Studies, Wiley Blackwell, vol. 41(4), pages 621-644, September.
    18. Xavier Gabaix, 2009. "Power Laws in Economics and Finance," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 255-294, May.
    19. 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.
    20. Cameron, A. Colin & Gelbach, Jonah B. & Miller, Douglas L., 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(2), pages 238-249.
    21. Semykina, Anastasia & Wooldridge, Jeffrey M., 2010. "Estimating panel data models in the presence of endogeneity and selection," Journal of Econometrics, Elsevier, vol. 157(2), pages 375-380, August.
    22. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    23. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    24. Julia Bachtrögler & Christoph Hammer, 2018. "Who are the beneficiaries of the structural funds and the cohesion fund and how does the cohesion policy impact firm-level performance?," OECD Economics Department Working Papers 1499, OECD Publishing.
    25. Bernini, Cristina & Pellegrini, Guido, 2011. "How are growth and productivity in private firms affected by public subsidy? Evidence from a regional policy," Regional Science and Urban Economics, Elsevier, vol. 41(3), pages 253-265, May.
    26. Carlo Altomonte & Tommaso Aquilante & Gianmarco Ottaviano, . "The triggers of competitiveness- The EFIGE cross-country report," Blueprints, Bruegel, number 738, June.
    27. repec:hal:pseose:hal-00812695 is not listed on IDEAS
    28. De loecker, Jan & Collard-Wexler, Allan, 2016. "Production Function Estimation with Measurement Error in Inputs," CEPR Discussion Papers 11399, C.E.P.R. Discussion Papers.
    29. Chad Syverson, 2004. "Product Substitutability and Productivity Dispersion," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 534-550, May.
    30. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    31. Şebnem Kalemli- Özcan & Bent E. Sørensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yeşiltaş, 2024. "How to Construct Nationally Representative Firm-Level Data from the Orbis Global Database: New Facts on SMEs and Aggregate Implications for Industry Concentration," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(2), pages 353-374, April.
    32. Robert Leonardi, 2006. "Cohesion in the European Union," Regional Studies, Taylor & Francis Journals, vol. 40(2), pages 155-166.
    33. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    34. Ilke Van Beveren, 2012. "Total Factor Productivity Estimation: A Practical Review," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 98-128, February.
    35. Dan Andrews & Chiara Criscuolo & Peter N. Gal, 2016. "The Best versus the Rest: The Global Productivity Slowdown, Divergence across Firms and the Role of Public Policy," OECD Productivity Working Papers 5, OECD Publishing.
    36. Sebnem Kalemli-Ozcan & Bent Sorensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yesiltas, 2015. "How to Construct Nationally Representative Firm Level Data from the Orbis Global Database: New Facts and Aggregate Implications," NBER Working Papers 21558, National Bureau of Economic Research, Inc.
    37. Allan Collard-Wexler & Jan De Loecker, 2016. "Production Function Estimation and Capital Measurement Error," NBER Working Papers 22437, National Bureau of Economic Research, Inc.
    38. Peter N. Gal, 2013. "Measuring Total Factor Productivity at the Firm Level using OECD-ORBIS," OECD Economics Department Working Papers 1049, OECD Publishing.
    39. Timmer, Marcel P. & Los, Bart & Stehrer, Robert & de Vries, Gaaitzen J., 2016. "An Anatomy of the Global Trade Slowdown based on the WIOD 2016 Release," GGDC Research Memorandum GD-162, Groningen Growth and Development Centre, University of Groningen.
    40. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    41. Lucia Foster & Cheryl Grim & John Haltiwanger & Zoltan Wolf, 2016. "Firm-Level Dispersion in Productivity: Is the Devil in the Details?," American Economic Review, American Economic Association, vol. 106(5), pages 95-98, May.
    42. Sascha O. Becker & Peter H. Egger & Maximilian von Ehrlich, 2013. "Absorptive Capacity and the Growth and Investment Effects of Regional Transfers: A Regression Discontinuity Design with Heterogeneous Treatment Effects," American Economic Journal: Economic Policy, American Economic Association, vol. 5(4), pages 29-77, November.
    43. Konstantins Benkovskis & Oļegs Tkačevs & Naomitsu Yashiro & Beata Javorcik, 2019. "Importance of EU regional support programmes for firm performance," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(98), pages 267-313.
    44. Samuel Pinto Ribeiro & Stefano Menghinello & Koen De Backer, 2010. "The OECD ORBIS Database: Responding to the Need for Firm-Level Micro-Data in the OECD," OECD Statistics Working Papers 2010/1, OECD Publishing.
    45. Konstantins Benkovskis & Olegs Tkacevs & Naomitsu Yashiro, 2018. "Importance of EU Regional Support Programmes for Firm Performance," Working Papers 2018/01, Latvijas Banka.
    46. Henderson, Vernon & Kuncoro, Ari & Turner, Matt, 1995. "Industrial Development in Cities," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 1067-1090, October.
    47. Erzo G.J. Luttmer, 2010. "Models of Growth and Firm Heterogeneity," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 547-576, September.
    48. Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
    49. Carlo Altomonte & Marcella Nicolini & Armando Rungi & Laura Ogliari, 2010. "Assessing the Competitive Behaviour of Firms in the Single Market: A Micro-based Approach," European Economy - Economic Papers 2008 - 2015 409, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    50. Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2013. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," American Economic Review, American Economic Association, vol. 103(1), pages 305-334, February.
    51. Gerben van der Panne & Cees van Beers, 2006. "On the Marshall--Jacobs controversy: it takes two to tango," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(5), pages 877-890, October.
    52. de Lucio, Juan J. & Herce, Jose A. & Goicolea, Ana, 2002. "The effects of externalities on productivity growth in Spanish industry," Regional Science and Urban Economics, Elsevier, vol. 32(2), pages 241-258, March.
    53. Sørensen, Bent E & Kalemli-Özcan, Sebnem & Volosovych, Vadym & Villegas-Sanchez, Carolina & Yesiltas, Sevcan, 2015. "How to construct nationally representative firm level data from the ORBIS global database," CEPR Discussion Papers 10829, C.E.P.R. Discussion Papers.
    54. Sjed Ederveen & Joeri Gorter & Ruud de Mooij & Richard Nahuis, 2003. "Funds and Games: The Economics of European Cohesion Policy," Occasional Papers 03, European Network of Economic Policy Research Institutes.
    55. repec:bla:jcmkts:v:41:y:2003:i::p:621-644 is not listed on IDEAS
    56. Charles R. Hulten, 2001. "Total Factor Productivity: A Short Biography," NBER Chapters, in: New Developments in Productivity Analysis, pages 1-54, National Bureau of Economic Research, Inc.
    57. Essaji, Azim, 2008. "Technical regulations and specialization in international trade," Journal of International Economics, Elsevier, vol. 76(2), pages 166-176, December.
    58. Katayama, Hajime & Lu, Shihua & Tybout, James R., 2009. "Firm-level productivity studies: Illusions and a solution," International Journal of Industrial Organization, Elsevier, vol. 27(3), pages 403-413, May.
    59. Gerben van der Panne & Cees van Beers, 2006. "On the Marshall - Jacobs Controversy It takes two to tango," DRUID Working Papers 06-23, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
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    Cited by:

    1. Foreman-Peck, James & Zhou, Peng, 2022. "R&D subsidies and productivity in eastern European countries," Economic Systems, Elsevier, vol. 46(2).
    2. Daniele Archibugi & Rinaldo Evangelista & Antonio Vezzani, 2021. "Centripetal and centrifugal forces in technological activities: linking regional innovation performances to EU Science & Technology policies," Working Papers 47, Birkbeck Centre for Innovation Management Research, revised Jan 2021.
    3. Mahdi Ghodsi, 2020. "Is Austria’s economy locked-in in the CESEE region? Austria’s competitiveness at the micro-level," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 47(3), pages 669-693, August.
    4. Julia Bachtrögler-Unger & Harald Oberhofer, 2018. "Euroscepticism and EU Cohesion Policy: The Impact of Micro-Level Policy Effectiveness on Voting Behaviour," WIFO Working Papers 567, WIFO.
    5. Dimitrios Exadaktylos & Mahdi Ghodsi & Armando Rungi, 2021. "What do Firms Gain from Patenting? The Case of the Global ICT Industry," Papers 2108.00814, arXiv.org, revised Jul 2024.
    6. Gabriel, José Mesquita & dos Santos, João Pereira & Tavares, José, 2022. "European funds and firm performance: Evidence from a natural experiment," Ruhr Economic Papers 966, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    7. Monturano, Gianluca & Resce, Giuliano & Ventura, Marco, 2022. "Place-Based Policies and the location of economic activity: evidence from the Italian Strategy for Inner areas," Economics & Statistics Discussion Papers esdp22087, University of Molise, Department of Economics.
    8. Srhoj, Stjepan & Walde, Janette, 2020. "Getting ready for EU Single Market: The effect of export-oriented grant schemes on firm performance," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 279-293.
    9. Mesquita, José & Pereira dos Santos, João & Tavares, José, 2023. "European Funds and Firm Performance: Evidence from a Natural Experiment," IZA Discussion Papers 16526, Institute of Labor Economics (IZA).
    10. Atella, Vincenzo & Braione, Manuela & Ferrara, Giancarlo & Resce, Giuliano, 2023. "Cohesion Policy Funds and local government autonomy: Evidence from Italian municipalities," Socio-Economic Planning Sciences, Elsevier, vol. 87(PB).
    11. Ferraro, Simona & Männasoo, Kadri & Tasane, Helery, 2023. "How the EU Cohesion Policy targeted at R&D and innovation impacts the productivity, employment and exports of SMEs in Estonia," Evaluation and Program Planning, Elsevier, vol. 97(C).

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    More about this item

    Keywords

    firm performance; total factor productivity; cross-country analysis; convergence; regional policy;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • F15 - International Economics - - Trade - - - Economic Integration
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

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