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Credit Constraints and the Cyclicality of R&D Investment: Evidence from Micro Panel data

Citations

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Cited by:

  1. Liu, Haiying & Liu, Zexiao & Zhang, Chunhong & Li, Tianyu, 2023. "Transformational insurance and green credit incentive policies as financial mechanisms for green energy transitions and low-carbon economic development," Energy Economics, Elsevier, vol. 126(C).
  2. Laura Alfaro & Alejandro Cuñat & Harald Fadinger & Yanping Liu, 2017. "The Real Exchange Rate, Innovation and Asymmetries and Hysteresis," Harvard Business School Working Papers 18-044, Harvard Business School, revised May 2018.
  3. Martinsson, Gustav, 2008. "Firm Collateral and the Cyclicality of Knowledge Intensity," Working Paper Series in Economics and Institutions of Innovation 134, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  4. Kenza Benhima, 2008. "Financial Development, Technological Change in Emerging Countries and Global Imbalances," EconomiX Working Papers 2008-26, University of Paris Nanterre, EconomiX.
  5. Beqiraj, Elton & Cao, Qingqing & Minetti, Raoul & Tarquini, Giulio, 2025. "Persistent slumps: Innovation and the credit channel of monetary policy," European Economic Review, Elsevier, vol. 172(C).
  6. Chen, Shiu-Sheng, 2017. "Exchange rate undervaluation and R&D activity," Journal of International Money and Finance, Elsevier, vol. 72(C), pages 148-160.
  7. Andrea Borsato, 2022. "An agent-based model for Secular Stagnation in the USA: theory and empirical evidence," Journal of Evolutionary Economics, Springer, vol. 32(4), pages 1345-1389, September.
  8. Jonathan F. Cogliano & Roberto Veneziani & Naoki Yoshihara, 2016. "The Dynamics of Exploitation and Class in Accumulation Economies," Metroeconomica, Wiley Blackwell, vol. 67(2), pages 242-290, May.
  9. Cascaldi-Garcia, Danilo & Vukoti, Marija & Zubairy, Sarah, 2023. "Innovation During Challenging Times," The Warwick Economics Research Paper Series (TWERPS) 1475, University of Warwick, Department of Economics.
  10. Arntz, Melanie & Böhm, Michael & Graetz, Georg & Gregory, Terry & Lehmer, Florian & Lipowski, Cäcilia, 2024. "Firm-level technology adoption in times of crisis," ZEW Discussion Papers 24-057, ZEW - Leibniz Centre for European Economic Research.
  11. Hanna Hottenrott & Bettina Peters, 2012. "Innovative Capability and Financing Constraints for Innovation: More Money, More Innovation?," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 1126-1142, November.
  12. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
  13. Sandra Poncet & Walter Steingress & Hylke Vandenbussche, 2010. "Financial Constraints in China: the conditioning effect of FDI and State-Owned corporate sector," Post-Print hal-00633806, HAL.
  14. Zhang, Weike & Luo, Qian & Zhang, Yufeng & Yu, Ao, 2023. "Does green credit policy matter for corporate exploratory innovation? Evidence from Chinese enterprises," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 820-834.
  15. Aghion, Philippe & Angeletos, George-Marios & Banerjee, Abhijit & Manova, Kalina, 2010. "Volatility and growth: Credit constraints and the composition of investment," Journal of Monetary Economics, Elsevier, vol. 57(3), pages 246-265, April.
  16. Nakhoda, Aadil, 2012. "The influence of industry financial composition on export flow: A case study of a developing financial market," MPRA Paper 43792, University Library of Munich, Germany.
  17. Pascal Aßmuth, 2018. "The Impact of Credit Rating on Innovation in a Two-Sector Evolutionary Model," Computational Economics, Springer;Society for Computational Economics, vol. 52(3), pages 839-872, October.
  18. Masino, Serena, 2013. "Macro-Institutional Instability and the Incentive to Innovate," MPRA Paper 45938, University Library of Munich, Germany.
  19. 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).
  20. Philippe Aghion & Emmanuel Farhi & Enisse Kharroubi, 2019. "Monetary Policy, Product Market Competition and Growth," Economica, London School of Economics and Political Science, vol. 86(343), pages 431-470, July.
  21. Amable, Bruno & Chatelain, Jean-Bernard & Ralf, Kirsten, 2010. "Patents as collateral," Journal of Economic Dynamics and Control, Elsevier, vol. 34(6), pages 1092-1104, June.
  22. Zhang, Fang & Yang, Lianxing, 2020. "Financing constraints and ODI margins: Evidence from China," Economic Systems, Elsevier, vol. 44(1).
  23. Maskus, Keith E. & Neumann, Rebecca & Seidel, Tobias, 2012. "How national and international financial development affect industrial R&D," European Economic Review, Elsevier, vol. 56(1), pages 72-83.
  24. Davide Furceri & João Tovar Jalles, 2018. "Determinants and Effects of Fiscal Counter-Cyclicality," Revista ESPE - Ensayos sobre Política Económica, Banco de la Republica de Colombia, vol. 36(85), pages 137-151, April.
  25. Isabel Busom & Jorge-Andrés Vélez-Ospina, 2021. "Subsidising innovation over the business cycle," Industry and Innovation, Taylor & Francis Journals, vol. 28(6), pages 773-803, July.
  26. Zoey Wong & Afei Chen & Farhad Taghizadeh-Hesary & Rongrong Li & Qunxi Kong, 2023. "Financing Constraints and Firm’s Productivity Under the COVID-19 Epidemic Shock: Evidence of A-Shared Chinese Companies," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 35(1), pages 167-195, February.
  27. Xue, Jianpo & Yip, Chong K. & Zheng, Junwei, 2021. "Innovation capability, credit constraint and the cyclicality of R&D investment," Economics Letters, Elsevier, vol. 199(C).
  28. Lu, Bing & Ren, Wanwan & Liu, Wenge, 2025. "The firms’ perception of global uncertainty and R&D investment: Evidence from China," Research in International Business and Finance, Elsevier, vol. 73(PA).
  29. Cravo, Túlio A., 2011. "Are small employers more cyclically sensitive? Evidence from Brazil," Journal of Macroeconomics, Elsevier, vol. 33(4), pages 754-769.
  30. Bai, John (Jianqiu) & Eldemire, Ashleigh & Serfling, Matthew, 2024. "The effect of labor mobility on corporate investment and performance over the business cycle," Journal of Banking & Finance, Elsevier, vol. 166(C).
  31. Cahn, Christophe & Duquerroy, Anne & Mullins, William, 2017. "Unconventional Monetary Policy and Bank Lending Relationships," SocArXiv vgk25, Center for Open Science.
  32. Amore, Mario Daniele, 2015. "Companies learning to innovate in recessions," Research Policy, Elsevier, vol. 44(8), pages 1574-1583.
  33. Ander Pérez Orive, 2010. "Credit constraints, firms' precautionary investment and the business cycle," Economics Working Papers 1237, Department of Economics and Business, Universitat Pompeu Fabra, revised Nov 2012.
  34. Halmai, Péter, 2018. "Az európai növekedési modell kifulladása [Exhaustion of the European economic model]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(2), pages 122-160.
  35. Lööf, Hans & Nabavi , Pardis, 2014. "How to Persistently Finance Innovation: A Panel-Data Study on Exporting Firms in Sweden," Working Paper Series in Economics and Institutions of Innovation 346, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  36. Georgios Efthyvoulou & Priit Vahter, 2016. "Financial Constraints, Innovation Performance and Sectoral Disaggregation," Manchester School, University of Manchester, vol. 84(2), pages 125-158, March.
  37. Andreas Reinstaller, 2019. "Produkteinführungen österreichischer Unternehmen und Konjunkturschwankungen," WIFO Monatsberichte (monthly reports), WIFO, vol. 92(3), pages 173-182, March.
  38. Andrin Spescha & Martin Woerter, 2019. "Innovation and firm growth over the business cycle," Industry and Innovation, Taylor & Francis Journals, vol. 26(3), pages 321-347, March.
  39. repec:lic:licosd:22608 is not listed on IDEAS
  40. Frédérique BEC & Othman BOUABDALLAH & Laurent FERRARA, 2011. "The Possible Shapes of Recoveries in Markov-Switching Models," Working Papers 2011-02, Center for Research in Economics and Statistics.
  41. Philippe Aghion & Antonin Bergeaud & Gilbert Cette & Rémy Lecat & Hélène Maghin, 2018. "The Inverted-U Relationship Between Credit Access and Productivity Growth," Working papers 696, Banque de France.
  42. Correa, Paulo & Andres, Luis & Borja-Vega, Christian, 2013. "The impact of government support on firm R&D investments : a meta-analysis," Policy Research Working Paper Series 6532, The World Bank.
  43. Ferrando, Annalisa & Lekpek, Senad, 2018. "Access to finance and innovative activity of EU firms: A cluster analysis," EIB Working Papers 2018/02, European Investment Bank (EIB).
  44. Andrés Rodríguez‐Pose & Roberto Ganau & Kristina Maslauskaite & Monica Brezzi, 2021. "Credit constraints, labor productivity, and the role of regional institutions: Evidence from manufacturing firms in Europe," Journal of Regional Science, Wiley Blackwell, vol. 61(2), pages 299-328, March.
  45. Edwin Goni & William F. Maloney, 2014. "Why don‚Äôt Poor Countries do R&D?," Documentos CEDE 11947, Universidad de los Andes, Facultad de Economía, CEDE.
  46. Dosi, Giovanni & Fagiolo, Giorgio & Roventini, Andrea, 2010. "Schumpeter meeting Keynes: A policy-friendly model of endogenous growth and business cycles," Journal of Economic Dynamics and Control, Elsevier, vol. 34(9), pages 1748-1767, September.
  47. Kadri Männasoo & Heili Hein, 2017. "Capital investments and financing structure: Are R&D companies different?," TUT Economic Research Series 26, Department of Finance and Economics, Tallinn University of Technology.
  48. Rammer, Christian, 2012. "Schwerpunktbericht zur Innovationserhebung 2010: Management von Innovationsprojekten - Auswirkungen der Wirtschaftskrise," ZEW Dokumentationen 12-03, ZEW - Leibniz Centre for European Economic Research.
  49. 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.
  50. Mario Daniele Amore, 2020. "Innovation disclosure in times of uncertainty," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(4), pages 792-815, October.
  51. Alberto Chong & Mark Gradstein, 2009. "Volatility and firm growth," Journal of Economic Growth, Springer, vol. 14(1), pages 1-25, March.
  52. Cai, Guowei & Zhang, Xuejiao & Yang, Hao, 2023. "Capacity utilization shifting or resource-seeking? Benefits for Chinese enterprises participating in the belt and road initiative," Emerging Markets Review, Elsevier, vol. 54(C).
  53. Zhangsheng Liu & Xiaolu Zhang & Liuqingqing Yang & Yinjie Shen, 2021. "Access to Digital Financial Services and Green Technology Advances: Regional Evidence from China," Sustainability, MDPI, vol. 13(9), pages 1-14, April.
  54. Uluc Aysun & Melanie Guldi & Adam Honig & Zeynep Yom, 2025. "R&D, Market Power, and the Cyclicality of Employment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 57(1), pages 151-184, February.
  55. Ander Pérez Orive, 2015. "Credit Constraints, Firms' Precautionary Investment, and the Business Cycle," Working Papers 506, Barcelona School of Economics.
  56. Schmitz, Tom, 2021. "Endogenous growth, firm heterogeneity and the long-run impact of financial crises," European Economic Review, Elsevier, vol. 132(C).
  57. Oana Peia, 2017. "Banking Crises and Investments in Innovation," Working Papers 201727, School of Economics, University College Dublin.
  58. Cristiana Benedetti-Fasil & Giammario Impullitti & Omar Licandro & Petr Sedlacek, 2021. "Heterogeneous Firms, R&D Policies and the Long Shadow of Business Cycles," JRC Working Papers on Territorial Modelling and Analysis 2021-04, Joint Research Centre.
  59. Gordon M. Phillips & Alexei Zhdanov, 2013. "R&D and the Incentives from Merger and Acquisition Activity," The Review of Financial Studies, Society for Financial Studies, vol. 26(1), pages 34-78.
  60. Patrick Musso & Stefano Schiavo, 2008. "The impact of financial constraints on firm survival and growth," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 135-149, April.
  61. Martinsson, Gustav, 2009. "Are there Financial Constraints for Firms Investing in Skilled Employees?," Working Paper Series in Economics and Institutions of Innovation 169, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  62. Pilar Beneito & María E. Rochina-Barrachina & Amparo Sanchis, 2013. "Ownership and cyclicality of firms’ R&D investment," Working Papers 1306, Department of Applied Economics II, Universidad de Valencia.
  63. Sodokin, Koffi & Kouwonou, Yao & Kodjovi Couchoro, Mawuli & Amadou, Akilou, 2024. "Monetary policy, threshold of profitability and dynamics of private investment in the West African Economic and Monetary Union," Journal of International Money and Finance, Elsevier, vol. 143(C).
  64. Andreas Reinstaller, 2022. "Auswirkungen der COVID-19-Pandemie auf die Innovationsfähigkeit von Unternehmen in Österreich," WIFO Studies, WIFO, number 69398, August.
  65. Impullitti, Giammario, 2022. "Credit constraints, selection and productivity growth," Economic Modelling, Elsevier, vol. 111(C).
  66. Vicente Salas-Fumás & Javier Ortiz, 2019. "Innovations’ Success and Failure in the Business Cycle," Sustainability, MDPI, vol. 11(15), pages 1-22, August.
  67. Philippe Askenazy & Aida Caldera & Guillaume Gaulier & Delphine Irac, 2015. "Financial constraints and foreign market entries or exits: firm-level evidence from France," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 151(2), pages 231-253, May.
  68. Paloma L�pez-Garc�a & Jos� Manuel Montero & Enrique Moral-Benito, 2013. "Business Cycles and Investment in Productivity-Enhancing Activities: Evidence from Spanish Firms," Industry and Innovation, Taylor & Francis Journals, vol. 20(7), pages 611-636, October.
  69. Kent Matthews, 2014. "Cost Inefficiency in the Pakistan Banking Sector 2002-2009," SBP Research Bulletin, State Bank of Pakistan, Research Department, vol. 10, pages 1-20.
  70. Ms. Marialuz Moreno Badia & Veerle Slootmaekers, 2009. "The Missing Link Between Financial Constraints and Productivity," IMF Working Papers 2009/072, International Monetary Fund.
  71. Philippe Aghion & Nicholas Bloom & Brian Lucking & Raffaella Sadun & John Van Reenen, 2021. "Turbulence, Firm Decentralization, and Growth in Bad Times," American Economic Journal: Applied Economics, American Economic Association, vol. 13(1), pages 133-169, January.
  72. Ascensión Barajas & Elena Huergo & Lourdes Moreno, 2021. "The role of public loans in financing business R&D through the economic cycle," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(2), pages 505-538, July.
  73. Christian Rammer, 2011. "Auswirkungen der Wirtschaftskrise auf die Innovationstätigkeit der Unternehmen in Deutschland," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 80(3), pages 13-34.
  74. Pauline Bourgeon & Jean-Charles Bricongne, 2016. "Financing Time to Trade," Post-Print halshs-01373461, HAL.
  75. Zeynep Kabukcuoglu, 2019. "The cyclical behavior of R&D investment during the Great Recession," Empirical Economics, Springer, vol. 56(1), pages 301-323, January.
  76. Vincent Dortet-Bernadet & Michaël Sicsic, 2017. "The effect of R&D subsidies and tax incentives on employment: an evaluation for small firms in France," Economie et Statistique / Economics and Statistics, Institut National de la Statistique et des Etudes Economiques (INSEE), issue 493, pages 5-22.
  77. Laura Alfaro & Alejandro Cuñat & Harald Fadinger & Yanping Liu, 2023. "The Real Exchange Rate, Innovation, and Productivity," Journal of the European Economic Association, European Economic Association, vol. 21(2), pages 637-689.
  78. Poncet, Sandra & Steingress, Walter & Vandenbussche, Hylke, 2010. "Financial constraints in China: Firm-level evidence," China Economic Review, Elsevier, vol. 21(3), pages 411-422, September.
  79. Michele Cincera & Julien Ravet & Reinhilde Veugelers, 2014. "R&D Financing Constraints of Young and Old Innovation Leaders in the EU and the US," Working Papers TIMES² 2014-008, ULB -- Universite Libre de Bruxelles.
  80. Hu, Shan & Yu, Yongze & Fei, Qingyu, 2023. "Social credit and patent quality: Evidence from China," Journal of Asian Economics, Elsevier, vol. 84(C).
  81. Altomonte, Carlo & Favoino, Domenico & Morlacco, Monica & Sonno, Tommaso, 2021. "Markups, intangible capital and heterogeneous financial frictions," LSE Research Online Documents on Economics 114280, London School of Economics and Political Science, LSE Library.
  82. Giovanni Dosi & Giorgio Fagiolo & Mauro Napoletano & Andrea Roventini, 2012. "Economic policies with endogenous innovation and Keynesian demand management," Chapters, in: Robert M. Solow & Jean-Philippe Touffut (ed.), What’s Right with Macroeconomics?, chapter 5, pages 110-148, Edward Elgar Publishing.
  83. Alessandro Sterlacchini, 2017. "The intensity of business R&D in Italy: why reducing the gap with the EU is possible and worthwhile," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 44(2), pages 245-257, June.
  84. Min Ouyang, 2010. "Virtue of Bad Times and Financial Market Frictions," Working Papers 101103, University of California-Irvine, Department of Economics.
  85. Makridis, Christos A. & McGuire, Erin, 2023. "The quality of innovation “Booms” during “Busts”," Research Policy, Elsevier, vol. 52(1).
  86. Laura Alfaro & Alejandro Cuñat & Harald Fadinger & Yanping Liu, 2018. "The Real Exchange Rate, Innovation and Productivity: Heterogeneity, Asymmetries and Hysteresis," NBER Working Papers 24633, National Bureau of Economic Research, Inc.
  87. Bricongne, Jean-Charles & Fontagné, Lionel & Gaulier, Guillaume & Taglioni, Daria & Vicard, Vincent, 2012. "Firms and the global crisis: French exports in the turmoil," Journal of International Economics, Elsevier, vol. 87(1), pages 134-146.
  88. Deng, Minjie & Liu, Chang, 2024. "Sovereign risk and intangible investment," Journal of International Economics, Elsevier, vol. 152(C).
  89. Giebel, Marek & Kraft, Kornelius, 2018. "Bank credit supply and firm innovation," ZEW Discussion Papers 18-011, ZEW - Leibniz Centre for European Economic Research.
  90. Inge M. Bijgaart & Sjak Smulders, 2018. "Does a Recession Call for Less Stringent Environmental Policy? A Partial-Equilibrium Second-Best Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 70(4), pages 807-834, August.
  91. Zhang, Dongyang & Kong, Qunxi, 2022. "Renewable energy policy, green investment, and sustainability of energy firms," Renewable Energy, Elsevier, vol. 192(C), pages 118-133.
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  93. Hud, Martin & Rammer, Christian, 2014. "FuE- und Innovationsausgaben während der Krise: Strategien zur Sicherung des Innovationserfolgs," ZEW Dokumentationen 14-03, ZEW - Leibniz Centre for European Economic Research.
  94. Masino, Serena, 2012. "Macroeconomic instability and the incentive to innovate," MPRA Paper 38766, University Library of Munich, Germany.
  95. Juliana Oliveira-Cunha & Capucine Riom & Anna Valero, 2021. "The business response to Covid-19 one year on: findings from the second wave of the CEP-CBI survey on technology adoption," CEP Covid-19 Analyses cepcovid-19-024, Centre for Economic Performance, LSE.
  96. Uluc Aysun & Zeynep Yom, 2021. "R&D Characteristics, Innovation Spillover, and Technology-Driven Business Cycles," Journal of Industry, Competition and Trade, Springer, vol. 21(3), pages 339-365, September.
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  98. Min Ouyang, 2010. "Cyclical Persistence and the Cyclicality of R&D," Working Papers 101104, University of California-Irvine, Department of Economics, revised Mar 2011.
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  100. Halmai, Péter, 2015. "Az európai növekedési potenciál eróziója és válsága [Erosion and crisis in European growth potential]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(4), pages 379-414.
  101. Dachs, Bernhard & Hud, Martin & Koehler, Christian & Peters, Bettina, 2016. "Employment effects of innovations over the business cycle: Firm-level evidence from European countries," ZEW Discussion Papers 16-076, ZEW - Leibniz Centre for European Economic Research.
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  129. Giebel, Marek & Kraft, Kornelius, 2017. "External financing constraints and firm's innovative activities during the financial crisis," ZEW Discussion Papers 17-064, ZEW - Leibniz Centre for European Economic Research.
  130. van den Bijgaart, Inge, 2016. "Essays in environmental economics and policy," Other publications TiSEM 298bee2a-cb08-4173-9fe1-8, Tilburg University, School of Economics and Management.
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  132. José García-Quevedo & Gabriele Pellegrino & Maria Savona, 2017. "Reviving demand-pull perspectives: The effect of demand uncertainty and stagnancy on R&D strategy," Cambridge Journal of Economics, Oxford University Press, vol. 41(4), pages 1087-1122.
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