IDEAS home Printed from https://ideas.repec.org/p/egu/wpaper/2053.html
   My bibliography  Save this paper

Credit Constraints, Labor Productivity and the Role of Regional Institutions: Evidence from Manufacturing Firms in Europe

Author

Listed:
  • Andres Rodriguez-Pose
  • Roberto Ganau
  • Kristina Maslauskaite
  • Monica Brezzi

Abstract

This paper examines the relationship between credit constraints − proxied by the investment-to-cash flow sensitivity – and firm-level economic performance − defined in terms of labor productivity – during the period 2009-2016, using a sample of 22,380 manufacturing firms from 11 European countries. It also assesses how regional institutional quality affects productivity at the level of the firm both directly and indirectly. The empirical results highlight that credit rationing is rife and represents a serious barrier for improvements in firm-level productivity and that this effect is far greater for micro and small than for larger firms. Moreover, high-quality regional institutions foster productivity and help mitigate the negative credit constraints-labor productivity relationship that limits the economic performance of European firms. Dealing with the European productivity conundrum thus requires greater attention to existing credit constraints for micro and small firms, although in many areas of Europe access to credit will become more effective if institutional quality is improved.

Suggested Citation

  • Andres Rodriguez-Pose & Roberto Ganau & Kristina Maslauskaite & Monica Brezzi, 2020. "Credit Constraints, Labor Productivity and the Role of Regional Institutions: Evidence from Manufacturing Firms in Europe," Papers in Evolutionary Economic Geography (PEEG) 2053, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Nov 2020.
  • Handle: RePEc:egu:wpaper:2053
    as

    Download full text from publisher

    File URL: http://econ.geo.uu.nl/peeg/peeg2053.pdf
    File Function: Version November 2020
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Andrés Rodríguez‐Pose, 2020. "Institutions and the fortunes of territories," Regional Science Policy & Practice, Wiley Blackwell, vol. 12(3), pages 371-386, June.
    2. Hernando, Ignacio & Martínez-Carrascal, Carmen, 2008. "The impact of financial variables on firms' real decisions: Evidence from Spanish firm-level data," Journal of Macroeconomics, Elsevier, vol. 30(1), pages 543-561, March.
    3. Annie bellier & Wafa Sayeh & Stéphanie Serve, 2012. "What lies behind credit rationing? A survey of the literature," THEMA Working Papers 2012-39, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    4. Andrés Rodríguez‐Pose & Min Zhang, 2019. "Government institutions and the dynamics of urban growth in China," Journal of Regional Science, Wiley Blackwell, vol. 59(4), pages 633-668, September.
    5. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, vol. 101(5), pages 1964-2002, August.
    6. Harry P Bowen & Dirk De Clercq, 2008. "Institutional context and the allocation of entrepreneurial effort," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(4), pages 768-768, June.
    7. Philippe Aghion & Philippe Askenazy & Nicolas Berman & Gilberte Cette & Laurent Eymard, 2012. "Credit Constraints and the Cyclicality of R&D Investment: Evidence from Micro Panel data," PSE-Ecole d'économie de Paris (Postprint) halshs-00754573, HAL.
    8. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    9. 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.
    10. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    11. Philippe Aghion & Thibault Fally & Stefano Scarpetta, 2007. "Credit constraints as a barrier to the entry and post-entry growth of firms [‘Dualism and macroeconomic volatility’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 22(52), pages 732-779.
    12. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    13. Philippe Aghion & Philippe Askenazy & Nicolas Berman & Gilbert Cette & Laurent Eymard, 2012. "Credit Constraints And The Cyclicality Of R&D Investment: Evidence From France," Journal of the European Economic Association, European Economic Association, vol. 10(5), pages 1001-1024, October.
    14. Edward L. Glaeser & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2004. "Do Institutions Cause Growth?," Journal of Economic Growth, Springer, vol. 9(3), pages 271-303, September.
    15. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    16. Inessa Love, 2003. "Financial Development and Financing Constraints: International Evidence from the Structural Investment Model," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 765-791, July.
    17. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    18. Roberto Ganau & Andrés Rodríguez‐Pose, 2019. "Do high‐quality local institutions shape labour productivity in Western European manufacturing firms?," Papers in Regional Science, Wiley Blackwell, vol. 98(4), pages 1633-1666, August.
    19. Hans Degryse & Peter Goeij & Peter Kappert, 2012. "The impact of firm and industry characteristics on small firms’ capital structure," Small Business Economics, Springer, vol. 38(4), pages 431-447, May.
    20. Andrés Rodríguez-Pose & Marco Di Cataldo, 2015. "Quality of government and innovative performance in the regions of Europe," Journal of Economic Geography, Oxford University Press, vol. 15(4), pages 673-706.
    21. Dani Rodrik & Arvind Subramanian & Francesco Trebbi, 2004. "Institutions Rule: The Primacy of Institutions Over Geography and Integration in Economic Development," Journal of Economic Growth, Springer, vol. 9(2), pages 131-165, June.
    22. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    23. Jeremy Greenwood & Juan Sanchez & Cheng Wang, 2013. "Quantifying the Impact of Financial Development on Economic Development," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 194-215, January.
    24. Andrea Lasagni & Annamaria Nifo & Gaetano Vecchione, 2015. "Firm Productivity And Institutional Quality: Evidence From Italian Industry," Journal of Regional Science, Wiley Blackwell, vol. 55(5), pages 774-800, November.
    25. Nicholas Charron & Lewis Dijkstra & Victor Lapuente, 2015. "Mapping the Regional Divide in Europe: A Measure for Assessing Quality of Government in 206 European Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 122(2), pages 315-346, June.
    26. Ottati, Gabi Dei, 1994. "Trust, Interlinking Transactions and Credit in the Industrial District," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 18(6), pages 529-546, December.
    27. Riccardo Crescenzi & Marco Di Cataldo & Andrés Rodríguez-Pose, 2016. "Government Quality And The Economic Returns Of Transport Infrastructure Investment In European Regions," Journal of Regional Science, Wiley Blackwell, vol. 56(4), pages 555-582, September.
    28. Gatti, Roberta & Love, Inessa, 2006. "Does access to credit improve productivity ? Evidence from Bulgarian firms," Policy Research Working Paper Series 3921, The World Bank.
    29. Ron Martin & Jane Pollard (ed.), 2017. "Handbook on the Geographies of Money and Finance," Books, Edward Elgar Publishing, number 16607.
    30. Martin Brown & Steven Ongena & Alexander Popov & Pinar Yeşin, 2011. "Who needs credit and who gets credit in Eastern Europe? [Interaction terms in logit and probit models]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(65), pages 93-130.
    31. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    32. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
    33. Roberto Ganau & Andrés Rodríguez†Pose, 2018. "Industrial clusters, organized crime, and productivity growth in Italian SMEs," Journal of Regional Science, Wiley Blackwell, vol. 58(2), pages 363-385, March.
    34. Stephen Bond & Julie Ann Elston & Jacques Mairesse & Benoît Mulkay, 2003. "Financial Factors and Investment in Belgium, France, Germany, and the United Kingdom: A Comparison Using Company Panel Data," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 153-165, February.
    35. Michael Redmond & Willem Van Zandweghe, 2016. "The Lasting Damage from the Financial Crisis to U.S. Productivity," Economic Review, Federal Reserve Bank of Kansas City, issue Q I, pages 39-64.
    36. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    37. Dollar, David & Hallward-Driemeier, Mary & Mengistae, Taye, 2005. "Investment Climate and Firm Performance in Developing Economies," Economic Development and Cultural Change, University of Chicago Press, vol. 54(1), pages 1-31, October.
    38. Degryse, H.A. & de Goeij, P. C. & Kappert, P., 2009. "The Impact of Firm and Industry Characteristics on Small Firms' Capital Structure : Evidence from Dutch Panel Data," Discussion Paper 2009-21, Tilburg University, Center for Economic Research.
    39. Simon Gilchrist & Egon Zakrajsek, 2012. "Credit Spreads and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 102(4), pages 1692-1720, June.
    40. Gerritse, Michiel & Rodríguez-Pose, Andrés, 2018. "Does federal contracting spur development? Federal contracts, income, output, and jobs in US cities," Journal of Urban Economics, Elsevier, vol. 107(C), pages 121-135.
    41. Erik Canton & Isabel Grilo & Josefa Monteagudo & Peter Zwan, 2013. "Perceived credit constraints in the European Union," Small Business Economics, Springer, vol. 41(3), pages 701-715, October.
    42. Maria Psillaki & Nikolaos Daskalakis, 2009. "Are the determinants of capital structure country or firm specific?," Small Business Economics, Springer, vol. 33(3), pages 319-333, October.
    43. Benjamin Moll, 2014. "Productivity Losses from Financial Frictions: Can Self-Financing Undo Capital Misallocation?," American Economic Review, American Economic Association, vol. 104(10), pages 3186-3221, October.
    44. Annalisa Ferrando & Alessandro Ruggieri, 2018. "Financial constraints and productivity: Evidence from euro area companies," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 23(3), pages 257-282, July.
    45. 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.
    46. Olivier Butzbach & Domenico Sarno, 2019. "To What Extent Do Regional Effects Influence Firms’ Capital Structure? The Case of Southern Italian SMEs’," IJFS, MDPI, vol. 7(1), pages 1-20, January.
    47. Chen, Minjia & Guariglia, Alessandra, 2013. "Internal financial constraints and firm productivity in China: Do liquidity and export behavior make a difference?," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1123-1140.
    48. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    49. Ruta Aidis, 2005. "Institutional Barriers to Small- and Medium-Sized Enterprise Operations in Transition Countries," Small Business Economics, Springer, vol. 25(4), pages 305-317, November.
    50. Nicholas Charron & Lewis Dijkstra & Victor Lapuente, 2015. "Erratum to: Mapping the Regional Divide in Europe: A Measure for Assessing Quality of Government in 206 European Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 124(3), pages 1059-1059, December.
    51. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    52. 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.
    53. repec:oup:ecpoli:v:26:y:2011:i:01:p:93-130 is not listed on IDEAS
    54. Nabamita Dutta & Russell Sobel, 2016. "Does corruption ever help entrepreneurship?," Small Business Economics, Springer, vol. 47(1), pages 179-199, June.
    55. Chiara Coluzzi & Annalisa Ferrando & Carmen Martinez-Carrascal, 2015. "Financing obstacles and growth: an analysis for euro area non-financial firms," The European Journal of Finance, Taylor & Francis Journals, vol. 21(10-11), pages 773-790, August.
    56. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    57. Irina Slinko & Ekaterina Zhuravskaya & Evgeny Yakovlev, 2005. "Laws for Sale: Evidence from Russia," American Law and Economics Review, American Law and Economics Association, vol. 7(1), pages 284-318.
    58. Asli Demeirgüç-Kunt & Ross Levine (ed.), 0. "Finance and Growth," Books, Edward Elgar Publishing, number 17119.
    59. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    60. Guillaume Andrieu & Raffaele Staglianò & Peter Zwan, 2018. "Bank debt and trade credit for SMEs in Europe: firm-, industry-, and country-level determinants," Small Business Economics, Springer, vol. 51(1), pages 245-264, June.
    61. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
    62. Elmas Yaldız Hanedar & Yener Altunbas & Flavio Bazzana, 2014. "Why Do SMEs Use Informal Credit? A Comparison between Countries," Journal of Financial Management, Markets and Institutions, Società editrice il Mulino, issue 1, pages 65-86, July.
    63. Giulio Cainelli & Sandro Montresor & Giuseppe Vittucci Marzetti, 2013. "Production and financial linkages in inter-firm networks: structural variety, risk-sharing and resilience," Economic Complexity and Evolution, in: Andreas Pyka & Esben Sloth Andersen (ed.), Long Term Economic Development, edition 127, pages 113-136, Springer.
    64. Nirosha Hewa Wellalage & Stuart Locke & Helen Samujh, 2020. "Firm bribery and credit access: evidence from Indian SMEs," Small Business Economics, Springer, vol. 55(1), pages 283-304, June.
    65. Matias, Fernanda & Serrasqueiro, Zélia, 2017. "Are there reliable determinant factors of capital structure decisions? Empirical study of SMEs in different regions of Portugal," Research in International Business and Finance, Elsevier, vol. 40(C), pages 19-33.
    66. Leonardo Becchetti & Annalisa Castelli & Iftekhar Hasan, 2010. "Investment–cash flow sensitivities, credit rationing and financing constraints in small and medium-sized firms," Small Business Economics, Springer, vol. 35(4), pages 467-497, November.
    67. Giulio Cainelli & Donato Iacobucci, 2012. "Agglomeration, Related Variety, and Vertical Integration," Economic Geography, Taylor & Francis Journals, vol. 88(3), pages 255-277, July.
    68. Martina Lawless & Brian O'Connell & Conor O'Toole, 2015. "Financial structure and diversification of European firms," Applied Economics, Taylor & Francis Journals, vol. 47(23), pages 2379-2398, May.
    69. Ferrando, Annalisa & Mulier, Klaas, 2013. "Do firms use the trade credit channel to manage growth?," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3035-3046.
    70. Ayyagari, Meghana & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2011. "Firm Innovation in Emerging Markets: The Role of Finance, Governance, and Competition," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1545-1580, December.
    71. Lee, Neil & Sameen, Hiba & Cowling, Marc, 2015. "Access to finance for innovative SMEs since the financial crisis," Research Policy, Elsevier, vol. 44(2), pages 370-380.
    72. Johannes C Buggle & Ruben Durante, 2021. "Climate Risk, Cooperation and the Co-Evolution of Culture and Institutions," The Economic Journal, Royal Economic Society, vol. 131(637), pages 1947-1987.
    73. Giulio Cainelli & Donato Iacobucci, 2012. "Agglomeration, Related Variety, and Vertical Integration," Economic Geography, Clark University, vol. 88(3), pages 255-277, July.
    74. Murillo Campello & Long Chen, 2010. "Are Financial Constraints Priced? Evidence from Firm Fundamentals and Stock Returns," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(6), pages 1185-1198, September.
    75. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    76. repec:cup:jfinqa:v:46:y:2011:i:06:p:1545-1580_00 is not listed on IDEAS
    77. Andrea Caggese, 2019. "Financing Constraints, Radical versus Incremental Innovation, and Aggregate Productivity," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(2), pages 275-309, April.
    78. María Palacín-Sánchez & Luis Ramírez-Herrera & Filippo di Pietro, 2013. "Capital structure of SMEs in Spanish regions," Small Business Economics, Springer, vol. 41(2), pages 503-519, August.
    79. Britta Klagge & Ron Martin & Peter Sunley, 2017. "The spatial structure of the financial system and the funding of regional business: a comparison of Britain and Germany," Chapters, in: Ron Martin & Jane Pollard (ed.), Handbook on the Geographies of Money and Finance, chapter 7, pages 125-155, Edward Elgar Publishing.
    80. Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
    81. Sukkoo Kim & Marc T. Law, 2012. "History, Institutions, And Cities: A View From The Americas," Journal of Regional Science, Wiley Blackwell, vol. 52(1), pages 10-39, February.
    82. Guillaume Andrieu & Raffaele Staglianò & Peter van Der Zwan, 2018. "Bank debt and trade credit for SMEs in Europe: firm-, industry-, and country-level determinants," Post-Print hal-02044268, HAL.
    83. Victor Motta, 2020. "Lack of access to external finance and SME labor productivity: does project quality matter?," Small Business Economics, Springer, vol. 54(1), pages 119-134, January.
    84. Jeremy Franklin & May Rostom & Gregory Thwaites, 2020. "The Banks that Said No: the Impact of Credit Supply on Productivity and Wages," Journal of Financial Services Research, Springer;Western Finance Association, vol. 57(2), pages 149-179, April.
    85. Nicholas Charron & Lewis Dijkstra & Victor Lapuente, 2014. "Regional Governance Matters: Quality of Government within European Union Member States," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 68-90, January.
    86. Kazuo Ogawa & Elmer Sterken & Ichiro Tokutsu, 2013. "The trade credit channel revisited: evidence from micro data of Japanese small firms," Small Business Economics, Springer, vol. 40(1), pages 101-118, January.
    87. 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.
    88. Dries Heyman & Marc Deloof & Hubert Ooghe, 2008. "The Financial Structure of Private Held Belgian Firms," Small Business Economics, Springer, vol. 30(3), pages 301-313, March.
    89. Bond, Stephen & Van Reenen, John, 2007. "Microeconometric Models of Investment and Employment," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 65, Elsevier.
    90. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    91. Roberto Ganau, 2016. "Productivity, Credit Constraints and the Role of Short-Run Localization Economies: Micro-Evidence from Italy," Regional Studies, Taylor & Francis Journals, vol. 50(11), pages 1834-1848, November.
    92. Marc Deloof & Maurizio Rocca, 2015. "Local financial development and the trade credit policy of Italian SMEs," Small Business Economics, Springer, vol. 44(4), pages 905-924, April.
    93. Carlos Carreira & Filipe Silva, 2010. "No Deep Pockets: Some Stylized Empirical Results On Firms’ Financial Constraints," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 731-753, September.
    94. Giulio Cainelli & Sandro Montresor & Giuseppe Vittucci Marzetti, 2012. "Erratum to: Production and financial linkages in inter-firm networks: structural variety, risk-sharing and resilience," Journal of Evolutionary Economics, Springer, vol. 22(5), pages 1121-1121, November.
    95. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-458, February.
    96. Murillo Campello & Long Chen, 2010. "Are Financial Constraints Priced? Evidence from Firm Fundamentals and Stock Returns," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(6), pages 1185-1198, September.
    97. María-José Palacín-Sánchez & Filippo di Pietro, 2016. "The Role of the Regional Financial Sector in the Capital Structure of Small and Medium-Sized Enterprises (SMEs)," Regional Studies, Taylor & Francis Journals, vol. 50(7), pages 1232-1247, July.
    98. Roberta Gatti & Inessa Love, 2008. "Does access to credit improve productivity? Evidence from Bulgaria1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 16(3), pages 445-465, July.
    99. Laurens Cherchye & Bram De Rock & Annalisa Ferrando & Klaas Mulier & Marijn Verschelde, 2018. "Identifying Financial Constraints from Production Data," Working Papers ECARES 2018-31, ULB -- Universite Libre de Bruxelles.
    100. Francesco Manaresi & Nicola Pierri, 2017. "Credit Constraints and Firm Productivity: Evidence from Italy," Mo.Fi.R. Working Papers 137, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
    101. Masiak, Christian & Moritz, Alexandra & Lang, Frank, 2017. "Financing Patterns of European SMEs Revisited: An Updated Empirical Taxonomy and Determinants of SME Financing Clusters," EIF Working Paper Series 2017/40, European Investment Fund (EIF).
    102. McGuinness, Gerard & Hogan, Teresa & Powell, Ronan, 2018. "European trade credit use and SME survival," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 81-103.
    103. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    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. Zhang, Dengjun & Sogn-Grundvåg, Geir, 2022. "Credit constraints and the severity of COVID-19 impact: Empirical evidence from enterprise surveys," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 337-349.
    2. Chara Vavoura, 2022. "How Trade Dampens the Impact of Financial Frictions in the Presence of Large Firms," Economies, MDPI, vol. 10(11), pages 1-18, October.
    3. Roberto Ganau & Andrés Rodríguez‐Pose, 2023. "Firm‐level productivity growth returns of social capital: Evidence from Western Europe," Journal of Regional Science, Wiley Blackwell, vol. 63(3), pages 529-551, June.
    4. Roberto Ganau & Andrés Rodríguez-Pose, 2022. "Credit constraints in European SMEs: does regional institutional quality matter?," Applied Economics Letters, Taylor & Francis Journals, vol. 29(15), pages 1388-1392, September.
    5. Giorgio Barba Navaretti & Anna Rosso, "undated". "Access to Capital Markets and the Geography of Productivity Leaders and Laggards," Development Working Papers 469, Centro Studi Luca d'Agliano, University of Milano.
    6. Cainelli, Giulio & Ganau, Roberto & Giunta, Anna, 2022. "Business groups, institutions, and firm performance," LSE Research Online Documents on Economics 114553, London School of Economics and Political Science, LSE Library.
    7. Roberto Ganau & Andres Rodriguez-Pose, 2023. "Firm-level productivity growth returns of social capital: Evidence from Western Europe," Papers in Evolutionary Economic Geography (PEEG) 2305, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2023.
    8. Paola Rossi & Diego Scalise, 2022. "Financial development and growth in European regions," Journal of Regional Science, Wiley Blackwell, vol. 62(2), pages 389-411, March.
    9. Fantechi, Federico & Fratesi, Ugo, 2024. "Spatial patterns of territorial competitiveness: The role of peripherality, urbanization and physical geography," Socio-Economic Planning Sciences, Elsevier, vol. 91(C).

    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. Roberto Ganau & Andrés Rodríguez-Pose, 2022. "Credit constraints in European SMEs: does regional institutional quality matter?," Applied Economics Letters, Taylor & Francis Journals, vol. 29(15), pages 1388-1392, September.
    2. Levine, Oliver & Warusawitharana, Missaka, 2021. "Finance and productivity growth: Firm-level evidence," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 91-107.
    3. Roberto Ganau, 2016. "Productivity, Credit Constraints and the Role of Short-Run Localization Economies: Micro-Evidence from Italy," Regional Studies, Taylor & Francis Journals, vol. 50(11), pages 1834-1848, November.
    4. Roberto Ganau & Andrés Rodríguez‐Pose, 2019. "Do high‐quality local institutions shape labour productivity in Western European manufacturing firms?," Papers in Regional Science, Wiley Blackwell, vol. 98(4), pages 1633-1666, August.
    5. Andrés Rodríguez-Pose & Roberto Ganau, 2022. "Institutions and the productivity challenge for European regions," Journal of Economic Geography, Oxford University Press, vol. 22(1), pages 1-25.
    6. Vijayakumaran, Ratnam, 2021. "Impact of managerial ownership on investment and liquidity constraints: Evidence from Chinese listed companies," Research in International Business and Finance, Elsevier, vol. 55(C).
    7. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," Temi di discussione (Economic working papers) 1168, Bank of Italy, Economic Research and International Relations Area.
    8. Francesco Manaresi & Mr. Nicola Pierri, 2019. "Credit Supply and Productivity Growth," IMF Working Papers 2019/107, International Monetary Fund.
    9. Chen, Minjia & Guariglia, Alessandra, 2013. "Internal financial constraints and firm productivity in China: Do liquidity and export behavior make a difference?," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1123-1140.
    10. Bechlioulis, Alexandros & Economidou, Claire & Karamanis, Dimitrios & Konstantios, Dimitrios, 2023. "How important are capital controls in shaping innovation activity?," Journal of International Money and Finance, Elsevier, vol. 131(C).
    11. Anna M. Ferragina & Fernanda Mazzotta & Khalid Sekkat, 2016. "Financial constraints and productivity growth across the size spectrum: microeconomic evidence from Morocco," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(3), pages 361-381, December.
    12. repec:lic:licosd:20808 is not listed on IDEAS
    13. Ahamed, M. Mostak & Mallick, Sushanta K., 2019. "Is financial inclusion good for bank stability? International evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 403-427.
    14. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," BIS Working Papers 711, Bank for International Settlements.
    15. Ms. Marialuz Moreno Badia & Veerle Slootmaekers, 2009. "The Missing Link Between Financial Constraints and Productivity," IMF Working Papers 2009/072, International Monetary Fund.
    16. Tori, Daniele & Onaran, Özlem, 2018. "Financialisation, financial development, and investment: evidence from European non-financial corporations," Greenwich Papers in Political Economy 22196, University of Greenwich, Greenwich Political Economy Research Centre.
    17. Chen, Minjia & Matousek, Roman, 2020. "Do productive firms get external finance? Evidence from Chinese listed manufacturing firms," International Review of Financial Analysis, Elsevier, vol. 67(C).
    18. Annalisa Ferrando & Alessandro Ruggieri, 2018. "Financial constraints and productivity: Evidence from euro area companies," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 23(3), pages 257-282, July.
    19. Mohamed Jalloh, 2016. "Stock market capitalisation and economic growth: empirical evidence from Africa," International Journal of Financial Markets and Derivatives, Inderscience Enterprises Ltd, vol. 5(1), pages 76-95.
    20. Alimov, Behzod, 2019. "Private debt, public debt, and capital misallocation," IWH-CompNet Discussion Papers 7/2019, Halle Institute for Economic Research (IWH).
    21. Martinsson, Gustav, 2009. "Finance and R&D Investments - is there a debt overhang effect on R&D investments?," Working Paper Series in Economics and Institutions of Innovation 174, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.

    More about this item

    Keywords

    Credit Constraints; Labor Productivity; Manufacturing Firms; Regional Institutions; Cross-Country Analysis; Europe;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • H41 - Public Economics - - Publicly Provided Goods - - - Public Goods
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

    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:egu:wpaper:2053. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/deguunl.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.