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Do subsidies to private capital boost firms' growth? A multiple regression discontinuity design approach

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Cited by:

  1. Brachert, Matthias & Dettmann, Eva & Titze, Mirko, 2019. "The regional effects of a place-based policy – Causal evidence from Germany," Regional Science and Urban Economics, Elsevier, vol. 79(C).
  2. Augusto Cerqua & Guido Pellegrini, 2020. "Local multipliers at work," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(4), pages 959-977.
  3. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2019. "Public R&D subsidies: collaborative versus individual place-based programs for SMEs," Small Business Economics, Springer, vol. 52(1), pages 213-240, January.
  4. Wu, Ting & Yang, Shuwang & Tan, Jingjing, 2020. "Impacts of government R&D subsidies on venture capital and renewable energy investment -- an empirical study in China," Resources Policy, Elsevier, vol. 68(C).
  5. Dettmann, Eva & Weyh, Antje & Titze, Mirko, 2017. "Who benefits from GRW? Heterogeneous effects of investment subsidies in Saxony Anhalt," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168158, Verein für Socialpolitik / German Economic Association.
  6. Ondřej Dvouletý & Stjepan Srhoj & Smaranda Pantea, 2021. "Public SME grants and firm performance in European Union: A systematic review of empirical evidence," Small Business Economics, Springer, vol. 57(1), pages 243-263, June.
  7. Yuping Deng & Yanrui Wu & Helian Xu, 2020. "Political Connections and Firm Pollution Behaviour: An Empirical Study," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(4), pages 867-898, April.
  8. Augusto Cerqua & Guido Pellegrini, 2017. "Industrial policy evaluation in the presence of spillovers," Small Business Economics, Springer, vol. 49(3), pages 671-686, October.
  9. Mamedov, Arseny (Мамедов, Арсений) & Hudko, E. (Худько, Е.) & Belev, Sergei (Белев, Сергей) & Moguchev, Nikita Sergeevich (Могучев, Никита Сергеевич), 2016. "Comparative Analysis of the Effectiveness of Individual Instruments of State Investment Policy [Сравнительный Анализ Эффективности Применения Отдельных Инструментов Государственной Инвестиционной П," Working Papers 3052, Russian Presidential Academy of National Economy and Public Administration.
  10. Chiara Criscuolo & Ralf Martin & Henry G. Overman & John Van Reenen, 2019. "Some Causal Effects of an Industrial Policy," American Economic Review, American Economic Association, vol. 109(1), pages 48-85, January.
  11. Chiara Bocci & Marco Mariani, 2015. "L?approccio delle funzioni dose-risposta per la valutazione di trattamenti continui nei sussidi alla r&s," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2015(3 Suppl.), pages 81-102.
  12. Augusto Cerqua & Guido Pellegrini, 2020. "Labor mobility effects of a firm-level shock," Working Papers 1/20, Sapienza University of Rome, DISS.
  13. Chen, Rushi & Howley, Peter & Kesidou, Effie, 2024. "The impact of ETS on productivity in developing economies: A micro-econometric evaluation with Chinese firm-level data," Energy Economics, Elsevier, vol. 131(C).
  14. Rothstein, Jesse & von Wachter, Till, 2016. "Social Experiments in the Labor Market," Institute for Research on Labor and Employment, Working Paper Series qt6605k20b, Institute of Industrial Relations, UC Berkeley.
  15. Federico Cingano & Filippo Palomba & Paolo Pinotti & Enrico Rettore, 2022. "Making Subsidies Work: Rules vs. Discretion," CESifo Working Paper Series 9560, CESifo.
  16. Stefaan Decramer & Stijn Vanormelingen, 2016. "The effectiveness of investment subsidies: evidence from a regression discontinuity design," Small Business Economics, Springer, vol. 47(4), pages 1007-1032, December.
  17. Giuseppe Attanasi & Kene Boun My & Marco Buso & Anne Stenger, 2020. "Private investment with social benefits under uncertainty: The dark side of public financing," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 22(3), pages 769-820, June.
  18. Tomaso Duso & Mattia Nardotto & Jo Seldeslachts, 2021. "A Retrospective Study of State Aid Control in the German Broadband Market," Discussion Papers of DIW Berlin 1931, DIW Berlin, German Institute for Economic Research.
  19. Matilde Cappelletti & Leonardo M. Giuffrida & Gabriele Rovigatti, 2022. "Procuring Survival," CESifo Working Paper Series 10124, CESifo.
  20. Daisuke Tsuruta, 2020. "SME policies as a barrier to growth of SMEs," Small Business Economics, Springer, vol. 54(4), pages 1067-1106, April.
  21. Nadine Levratto & Aurelien Quignon, 2021. "Innovation Performance and the Signal Effect: Evidence from a European Program," Working Papers halshs-03466903, HAL.
  22. Jun Du & Sourafel Girma & Holger Görg & Ignat Stepanok, 2023. "Who wins and who loses from state subsidies?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(3), pages 1007-1031, August.
  23. Sónia Cabral & Maria Manuel Campos, 2023. "European structural funds and the performance of Portuguese firms," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
  24. Daniele Bondonio, 2019. "Does the Running Variable Matter? A Second Look at Discontinuity Designs for Evaluating Regional Economic Development and Business Incentive Policies," Economics Working Paper from Condorcet Center for political Economy at CREM-CNRS 2019-02-ccr, Condorcet Center for political Economy.
  25. Rudinskaya, T. & Náglová, Z., 2018. "Impact of Subsidies on Technical Efficiency of Meat Processing Companies," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 10(01).
  26. Carlianne Patrick, 2014. "Does Increasing Available Non-Tax Economic Development Incentives Result in More Jobs?," National Tax Journal, National Tax Association;National Tax Journal, vol. 67(2), pages 351-386, June.
  27. Bearzotti, Enia & Polanec, Sašo & Bartolj, Tjaša, 2023. "The Effects of Subsidies on Firm Size and Productivity," MPRA Paper 118490, University Library of Munich, Germany.
  28. Sara Picas & Pedro Reis & António Pinto & José Luís Abrantes, 2021. "Does Tax, Financial, and Government Incentives Impact Long-Term Portuguese SMEs’ Sustainable Company Performance?," Sustainability, MDPI, vol. 13(21), pages 1-16, October.
  29. Viviana Celli, 2019. "Causal Mediation Analysis in Economics: objectives, assumptions, models," Working Papers 12/19, Sapienza University of Rome, DISS.
  30. Nathaniel Lane, 2020. "The New Empirics of Industrial Policy," Journal of Industry, Competition and Trade, Springer, vol. 20(2), pages 209-234, June.
  31. Muraközy, Balázs & Telegdy, Álmos, 2023. "The effects of EU-funded enterprise grants on firms and workers," Journal of Comparative Economics, Elsevier, vol. 51(1), pages 216-234.
  32. Giuseppe Francesco Gori & Patrizia Lattarulo & Marco Mariani, 2021. "The Expediting Effect of Monitoring on Infrastructural Works. A Regression-Discontinuity Approach with Multiple Assignment Variables," Papers 2102.09625, arXiv.org.
  33. Wei Dai & Xuefang Zhang & Chaohui Xu, 2022. "The Impacts of Fiscal Subsidies on the Carbon Emissions of Mining Enterprises: Evidence from China," IJERPH, MDPI, vol. 19(23), pages 1-13, December.
  34. Garsous, Grégoire & Corderi, David & Velasco, Mercedes, 2015. "Tax Incentives and Job Creation in the Tourism Industry of Brazil," IDB Publications (Working Papers) 7324, Inter-American Development Bank.
  35. Eva Dettmann & Matthias Brachert & Lutz Schneider & Mirko Titze, 2021. "Die Wirkung von GRW-Investitionszuschüssen — ein Beitrag zum Aufholprozess? [Did GRW Investment Grants Contribute to the Catching-up of East Germany?]," Wirtschaftsdienst, Springer;ZBW - Leibniz Information Centre for Economics, vol. 101(1), pages 26-31, March.
  36. Abhay Aneja & Nirupama Kulkarni & S. K. Ritadhi, 2021. "Consumption Tax Reform and the Real Economy: Evidence From India's Adoption of a Value‐Added Tax," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 18(3), pages 569-602, September.
  37. Bernini, Cristina & Cerqua, Augusto & Pellegrini, Guido, 2017. "Public subsidies, TFP and efficiency: A tale of complex relationships," Research Policy, Elsevier, vol. 46(4), pages 751-767.
  38. Zhao, Yujie & Zhou, Donghua & Zhao, Kangsheng & Zhou, Ping, 2019. "Is the squeaky wheel getting the grease? Earnings management and government subsidies," International Review of Economics & Finance, Elsevier, vol. 63(C), pages 297-312.
  39. Jing Li & Bingqing Liang & Zhenjun Yan, 2022. "Too Much of a Good Thing? The Impact of Government Subsidies on Incubator Services: Empirical Evidence from China," Sustainability, MDPI, vol. 14(21), pages 1-23, November.
  40. Duan, Yunlong & Deng, Zhiqing & Liu, Hanxiao & Yang, Meng & Liu, Meiwu & Wang, Xiang, 2022. "Exploring the mediating effect of managerial ability on knowledge diversity and innovation performance in reverse cross-border M&As: Evidence from Chinese manufacturing corporations," International Journal of Production Economics, Elsevier, vol. 247(C).
  41. Bo Liu & Kemin Wang, 2019. "Uncertainty of political subsidy, heterogeneous beliefs, and IPO anomalies," Review of Quantitative Finance and Accounting, Springer, vol. 52(4), pages 923-951, May.
  42. Špička, J., 2018. "Dynamic Effects of Public Investment Support in the Food and Beverage Industries," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 10(01).
  43. Bertoni, Fabio & Martí, Jose & Reverte, Carmelo, 2019. "The impact of government-supported participative loans on the growth of entrepreneurial ventures," Research Policy, Elsevier, vol. 48(1), pages 371-384.
  44. repec:zbw:bofitp:2019_004 is not listed on IDEAS
  45. Deng, Yuping & Wu, Yanrui & Xu, Helian, 2019. "Political connections and firm pollution behaviour: An empirical study," BOFIT Discussion Papers 4/2019, Bank of Finland Institute for Emerging Economies (BOFIT).
  46. Estache, Antonio & Foucart, Renaud, 2021. "On the political economy of industrial, labor and social reforms as complements," European Economic Review, Elsevier, vol. 137(C).
  47. Lerche, Adrian, 2019. "Investment Tax Credits and the Response of Firms," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203526, Verein für Socialpolitik / German Economic Association.
  48. Dettmann, Eva & Brachert, Matthias & Titze, Mirko, 2016. "Identifying the Effects of Place-based Policies – Causal Evidence from Germany," IWH Discussion Papers 18/2016, Halle Institute for Economic Research (IWH).
  49. Di Stefano, Roberta & Resce, Giuliano, "undated". "The Determinants of Missed Funding: Predicting the Paradox of Increased Need and Reduced Allocation," Economics & Statistics Discussion Papers esdp23092, University of Molise, Department of Economics.
  50. Aurélien Quignon & Nadine Levratto, 2021. "Innovation Performance and the Signal Effect: Evidence from a European Program," EconomiX Working Papers 2021-34, University of Paris Nanterre, EconomiX.
  51. Raphaël CHIAPPINI & Sophie POMMET, 2023. "The impact of public support for innovation on SME performance and efficiency," Bordeaux Economics Working Papers 2023-06, Bordeaux School of Economics (BSE).
  52. Korzhenevych, Artem & Bröcker, Johannes, 2018. "Investment subsidies and regional welfare: A dynamic framework," CEPIE Working Papers 02/18, Technische Universität Dresden, Center of Public and International Economics (CEPIE).
  53. Chiara Bocci & Annalisa Caloffi & Marco Mariani & Alessandro Sterlacchini, 2023. "Evaluating Public Support to the Investment Activities of Business Firms: A Multilevel Meta-Regression Analysis of Italian Studies," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(1), pages 1-34, March.
  54. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2016. "Public subsidies for SME research and development: Empirical evaluation of collaborative versus individual place-based programs," Mo.Fi.R. Working Papers 133, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
  55. Goel, Tirupam & Telegdy, Álmos & Banai, Ádám & Takáts, Előd, 2024. "Subsidy-driven firm growth: Does loan history matter? Evidence from a European Union subsidy program," Journal of Corporate Finance, Elsevier, vol. 87(C).
  56. Santos, Anabela, 2019. "Do selected firms show higher performance? The case of Portugal’s innovation subsidy," Structural Change and Economic Dynamics, Elsevier, vol. 50(C), pages 39-50.
  57. Brachert, Matthias & Brautzsch, Hans-Ulrich & Dettmann, Eva & Giebler, Alexander & Schneider, Lutz & Titze, Mirko, 2020. ""Evaluation der Gemeinschaftsaufgabe 'Verbesserung der regionalen Wirtschaftsstruktur' (GRW)" durch einzelbetriebliche Erfolgskontrolle: Endbericht," IWH Online 5/2020, Halle Institute for Economic Research (IWH).
  58. Yu, Jinliang & Qi, Yu, 2022. "BT-to-VAT reform and firm productivity: Evidence from a quasi-experiment in China," China Economic Review, Elsevier, vol. 71(C).
  59. 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.
  60. Kazakov, Aleksandr & Koetter, Michael & Titze, Mirko & Tonzer, Lena, 2024. "The effect of firm subsidies on credit markets," IWH Discussion Papers 24/2022, Halle Institute for Economic Research (IWH), revised 2024.
  61. Guido Pellegrini & Teo Muccigrosso, 2017. "Do subsidized new firms survive longer? Evidence from a counterfactual approach," Regional Studies, Taylor & Francis Journals, vol. 51(10), pages 1483-1493, October.
  62. Garsous, Grégoire & Corderi, David & Velasco, Mercedes & Colombo, Andrea, 2017. "Tax Incentives and Job Creation in the Tourism Sector of Brazil’s SUDENE Area," World Development, Elsevier, vol. 96(C), pages 87-101.
  63. Cappelletti, Matilde & Giuffrida, Leonardo M., 2021. "Procuring survival," ZEW Discussion Papers 21-093, ZEW - Leibniz Centre for European Economic Research.
  64. Peters, Jörg & Langbein, Jörg & Roberts, Gareth, 2016. "Policy evaluation, randomized controlled trials, and external validity—A systematic review," Economics Letters, Elsevier, vol. 147(C), pages 51-54.
  65. Dettmann, Eva & Weyh, Antje & Titze, Mirko, 2018. "Heterogeneous effects of investment grants - Evidence from a new measurement approach," IAB-Discussion Paper 201815, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  66. Ting Feng & Zhongyi Xue, 2023. "The impact of government subsidies on corporate resilience: evidence from the COVID-19 shock," Economic Change and Restructuring, Springer, vol. 56(6), pages 4199-4221, December.
  67. Simone Chinetti, 2023. "Investment Subsidies Effectiveness: Evidence from a Regional Program," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(2), pages 723-759, July.
  68. Pérez Pérez Jorge & Suher Michael, 2020. "The Efficacy of Hiring Credits in Distressed Areas," Working Papers 2020-05, Banco de México.
  69. Luca Repetto & Maximiliano Sosa Andrés, 2022. "Divided Government and Polarization: Regression-Discontinuity Evidence from US States," CESifo Working Paper Series 9823, CESifo.
  70. Jingjing Chen & Han Feng & Hong Zhou, 2022. "Local industrial policy and productivity: Evidence from China," Contemporary Economic Policy, Western Economic Association International, vol. 40(1), pages 138-161, January.
  71. Emilia Landa Shikomba & Elizabeth Elias & Sirorat Ruttanawijit, 2021. "Industry Policy Effects On Namibia'S Economic Growth," Economic Review: Journal of Economics and Business, University of Tuzla, Faculty of Economics, vol. 19(1), pages 13-22, May.
  72. Marco Mariani & Fabrizia Mealli, 2018. "The Effects of R&D Subsidies to Small and Medium-Sized Enterprises. Evidence from a Regional Program," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 4(2), pages 249-281, July.
  73. Telegdy, Álmos & Tóth, Gábor, 2024. "A támogatott hitelezés hatásvizsgálata Magyarországon [Impact assessment of subsidised loans in Hungary]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(2), pages 113-130.
  74. Cerqua, Augusto & Pellegrini, Guido, 2018. "Local policy effects at a time of economic crisis," MPRA Paper 85621, University Library of Munich, Germany.
  75. Gosk Beata & Nehrebecka Natalia, 2019. "Are subsidies for Polish enterprises effective: empirical results based on panel data," Central European Economic Journal, Sciendo, vol. 6(53), pages 108-131, January.
  76. Yuping Deng & Yanrui Wu & Helian Xu, 2020. "Political Connections and Firm Pollution Behaviour: An Empirical Study," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(4), pages 867-898, April.
  77. Stefan KIRCHWEGER & Jochen KANTELHARDT & Friedrich LEISCH, 2015. "Impacts of the government-supported investments on the economic farm performance in Austria," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 61(8), pages 343-355.
  78. Kazakov, Aleksandr & Koetter, Michael & Titze, Mirko & Tonzer, Lena, 2022. "Firm subsidies, financial intermediation, and bank risk," IWH Discussion Papers 2/2022, Halle Institute for Economic Research (IWH).
  79. Repetto, Luca & Andrés, Maximiliano Sosa, 2023. "Divided government, polarization, and policy: Regression-discontinuity evidence from US states," European Journal of Political Economy, Elsevier, vol. 80(C).
  80. Davide Piacentino & Giuseppe Espa & Danila Filipponi & Diego Giuliani, 2017. "Firm Demography and Regional Development: Evidence from Italy," Growth and Change, Wiley Blackwell, vol. 48(3), pages 359-389, September.
  81. Sebastian Siegloch & Nils Wehrhöfer & Tobias Etzel, 2022. "Spillover, Efficiency and Equity Effects of Regional Firm Subsidies," ECONtribute Discussion Papers Series 210, University of Bonn and University of Cologne, Germany.
  82. Alexandre, Fernando & Chaves, Miguel & Portela, Miguel, 2022. "Investment Grants and Firms' Productivity: How Effective Is a Grant Booster Shot?," IZA Discussion Papers 15779, Institute of Labor Economics (IZA).
  83. Chen Weijun, 2022. "The Impact of Government Support and Technological Innovation on Enterprise Performance: A Case Study of Guangdong Hi- tech Enterprises," International Journal of Science and Business, IJSAB International, vol. 14(1), pages 196-231.
  84. Yanfeng Lou & Yezhuang Tian & Kai Wang, 2020. "The Spillover Effect of US Industrial Subsidies on China’s Exports," Sustainability, MDPI, vol. 12(7), pages 1-12, April.
  85. Kölling Arnd, 2016. "Developing Eastern Germany: The Effects of Economics Promotion in the Eastern German States after Reunification," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 236(2), pages 275-295, March.
  86. Ramboer, Sander & Reynaerts, Jo, 2020. "Indecent proposals: Estimating the impact of regional state aid through EU guideline compliance," Regional Science and Urban Economics, Elsevier, vol. 82(C).
  87. Zdeňka Náglová, 2018. "Investment Subsidies in the Meat Industry and Their Impact on Business Economics," Central European Business Review, Prague University of Economics and Business, vol. 2018(1), pages 37-45.
  88. Maoyan She & Die Hu & Yuandi Wang & Li Li, 2023. "How do top management team characteristics affect government R&D subsidy grants? Evidence from an information economics perspective," Asian Business & Management, Palgrave Macmillan, vol. 22(1), pages 330-353, February.
  89. Augusto Cerqua & Guido Pellegrini, 2014. "Beyond the SUTVA: how policy evaluations change when we allow for interactions among firms," Working Papers 2/14, Sapienza University of Rome, DISS.
  90. Špetlík Václav & Čadil Jan, 2023. "When Daces Bite Deeper than Sharks – Does the SMEs Public Subsidy Dose Matter?," Review of Economic Perspectives, Sciendo, vol. 23(4), pages 233-250, December.
  91. Dettmann, Eva & Titze, Mirko & Weyh, Antje, 2017. "Who benefits from GRW? Heterogeneous employment effects of investment subsidies in Saxony Anhalt," IWH Discussion Papers 27/2017, Halle Institute for Economic Research (IWH).
  92. Aleksandr Kazakov & Michael Koetter & Mirko Titze & Lena Tonzer, 2022. "Firm subsidies, financial intermediation, and bank stability," Tinbergen Institute Discussion Papers 22-078/IV, Tinbergen Institute.
  93. Cerqua, Augusto & Pellegrini, Guido, 2022. "Decomposing the employment effects of investment subsidies," Journal of Urban Economics, Elsevier, vol. 128(C).
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