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Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature

Citations

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Cited by:

  1. Becker, Lasse, 2015. "Effectiveness of public innovation support in Europe: Does public support foster turnover, employment and labour productivity?," Center for European, Governance and Economic Development Research Discussion Papers 236, University of Goettingen, Department of Economics.
  2. Ugur, Mehmet & Trushin, Esref & Solomon, Edna M., 2015. "UK and EU subsidies and private R&D investment: Is there input additionality?," Greenwich Papers in Political Economy 14082, University of Greenwich, Greenwich Political Economy Research Centre.
  3. Giovanni Cerulli & Bianca Potì, 2014. "The Impact of Public Support Intensity on Business R&D: Evidence from a Dose-Response Approach," ERSA conference papers ersa14p625, European Regional Science Association.
  4. José Ángel Zúñiga-Vicente & César Alonso-Borrego & Francisco J. Forcadell & José I. Galán, 2014. "Assessing The Effect Of Public Subsidies On Firm R&D Investment: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 28(1), pages 36-67, February.
  5. Antonelli, Cristiano & Crespi, Francesco, 2013. "The "Matthew effect" in R&D public subsidies: The Italian evidence," Technological Forecasting and Social Change, Elsevier, vol. 80(8), pages 1523-1534.
  6. Morten Henningsen & Torbjørn Hægeland & Jarle Møen, 2015. "Estimating the additionality of R&D subsidies using proposal evaluation data to control for research intentions," The Journal of Technology Transfer, Springer, vol. 40(2), pages 227-251, April.
  7. Elena Pagliarino & Monica Cariola & Sara Pavone & Alessandro Manello, 2014. "Public policy for the agro-food industry and economic performances: evidences from Piedmont, Italy," ERSA conference papers ersa14p1126, European Regional Science Association.
  8. Deokho Cho & Kyunghee Choi, 2014. "The Effects of the Government Research and Development Support Policies on the Local Firm's Innovative Performance," ERSA conference papers ersa14p6, European Regional Science Association.
  9. Desiderio Romero-Jordán & María Delgado-Rodríguez & Inmaculada Álvarez-Ayuso & Sonia Lucas-Santos, 2014. "Assessment of the public tools used to promote R&D investment in Spanish SMEs," Small Business Economics, Springer, vol. 43(4), pages 959-976, December.
  10. Tuomas Takalo, 2012. "Rationales and Instruments for Public Innovation Policies," Journal of Reviews on Global Economics, Lifescience Global, vol. 1, pages 157-167.
  11. Dirk Czarnitzki & Julie Delanote, 2015. "R&D policies for young SMEs: input and output effects," Small Business Economics, Springer, vol. 45(3), pages 465-485, October.
  12. Riccardo D’Alberto & Matteo Zavalloni & Meri Raggi & Davide Viaggi, 2018. "AES Impact Evaluation With Integrated Farm Data: Combining Statistical Matching and Propensity Score Matching," Sustainability, MDPI, Open Access Journal, vol. 10(11), pages 1-24, November.
  13. Abraham Garcia, 2011. "The European Research Framework Programme and innovation performance of companies. An empirical impact assessment using a CDM model," JRC Working Papers on Corporate R&D and Innovation 2011-07, Joint Research Centre (Seville site).
  14. Beom Cheol Cin & Young Jun Kim & Nicholas S. Vonortas, 2017. "The impact of public R&D subsidy on small firm productivity: evidence from Korean SMEs," Small Business Economics, Springer, vol. 48(2), pages 345-360, February.
  15. Takalo, Tuomas & Tanayama, Tanja & Toivanen, Otto, 2017. "Welfare Effects of R&D Support Policies," CEPR Discussion Papers 12155, C.E.P.R. Discussion Papers.
  16. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2019. "R&D Subsidies and Firms' Debt Financing," Mo.Fi.R. Working Papers 153, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
  17. Simen G. Enger & Fulvio Castellacci, 2016. "Who gets Horizon 2020 research grants? Propensity to apply and probability to succeed in a two-step analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(3), pages 1611-1638, December.
  18. Sergio Afcha & Jose García-Quevedo, 2016. "The impact of R&D subsidies on R&D employment composition," Industrial and Corporate Change, Oxford University Press, vol. 25(6), pages 955-975.
  19. Crespi, Gustavo & Figal Garone, Lucas & Maffioli, Alessandro & Stein, Ernesto H., 2019. "Innovation, Productivity, and Spillovers Effects: Evidence from Chile," IDB Publications (Working Papers) 9464, Inter-American Development Bank.
  20. Antonioli,Davide & Marzucchi,Alberto & Montresor,Sandro, 2012. "Regional innovation policy and innovative behaviours. A propensity score matching evaluation," INGENIO (CSIC-UPV) Working Paper Series 201205, INGENIO (CSIC-UPV).
  21. Federica Bertamino & Raffaello Bronzini & Marco De Maggio & Davide Revelli, 2016. "Local policies for innovation: the case of technology districts in Italy," Questioni di Economia e Finanza (Occasional Papers) 313, Bank of Italy, Economic Research and International Relations Area.
  22. Giovanni Cerulli, 2012. "Ivtreatreg: a new STATA routine for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection," CERIS Working Paper 201203, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  23. Giovanni Cerulli & Bianca Poti', 2016. "Explaining firm sensitivity to R&D subsidies within a dose-response model: The role of financial constraints, real cost of investment, and strategic value of R&D," DEM Working Papers 2016/09, Department of Economics and Management.
  24. Boeing, Philipp, 2016. "The allocation and effectiveness of China’s R&D subsidies - Evidence from listed firms," Research Policy, Elsevier, vol. 45(9), pages 1774-1789.
  25. 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.
  26. Giovanni Cerulli & Roberto Gabriele & Bianca Potì, 2016. "The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness," Industry and Innovation, Taylor & Francis Journals, vol. 23(5), pages 426-447, July.
  27. Klette, Tor Jakob & Møen, Jarle, 2011. "R&D investment responses to R&D subsidies: A theoretical analysis and a microeconometric study," Discussion Papers 2011/15, Norwegian School of Economics, Department of Business and Management Science.
  28. Pekka SALMI, 2012. "The Impact of Public R&D Funding on Open Innovation," Economia. Seria Management, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 15(1), pages 142-163, June.
  29. Montmartin, Benjamin & Herrera, Marcos, 2015. "Internal and external effects of R&D subsidies and fiscal incentives: Empirical evidence using spatial dynamic panel models," Research Policy, Elsevier, vol. 44(5), pages 1065-1079.
  30. Alberto Marzucchi & Davide Antonioli & Sandro Montresor, 2012. "Research cooperation within and across regional boundaries. Does innovation policy add anything?," JRC Working Papers JRC76320, Joint Research Centre (Seville site).
  31. Ascensión Barajas & Elena Huergo & Lourdes Moreno Martín, 2017. "Public Support to Business R&D and the Economic Crisis: Spanish Evidence," Documentos de trabajo de la Facultad de Ciencias Económicas y Empresariales 17-03, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales.
  32. Takalo, Tuomas & Tanayama, Tanja & Toivanen, Otto, 2013. "Market failures and the additionality effects of public support to private R&D: Theory and empirical implications," International Journal of Industrial Organization, Elsevier, vol. 31(5), pages 634-642.
  33. Ugur, Mehmet & Trushin, Eshref, 2018. "Asymmetric information and heterogeneous effects of R&D subsidies: evidence on R&D investment and employment of R&D personel," Greenwich Papers in Political Economy 21943, University of Greenwich, Greenwich Political Economy Research Centre.
  34. Isabel Busom & Beatriz Corchuelo & Ester Martínez-Ros, 2015. "Dynamics of firm participation in R&D tax credit and subsidy programs," Working Papers wpdea1503, Department of Applied Economics at Universitat Autonoma of Barcelona.
  35. Czarnitzki, Dirk & Lopes-Bento, Cindy, 2013. "Value for money? New microeconometric evidence on public R&D grants in Flanders," Research Policy, Elsevier, vol. 42(1), pages 76-89.
  36. repec:mup:actaun:actaun_2016064010213 is not listed on IDEAS
  37. Ziesemer, Thomas, 2019. "The effects of R&D subsidies and publicly performed R&D on business R&D: A survey," MERIT Working Papers 036, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  38. Beck, Mathias & Lopes-Bento, Cindy & Schenker-Wicki, Andrea, 2016. "Radical or incremental: Where does R&D policy hit?," Research Policy, Elsevier, vol. 45(4), pages 869-883.
  39. Dimos, Christos & Pugh, Geoff, 2016. "The effectiveness of R&D subsidies: A meta-regression analysis of the evaluation literature," Research Policy, Elsevier, vol. 45(4), pages 797-815.
  40. Dirk Czarnitzki & Cindy Lopes-Bento, 2014. "Innovation Subsidies: Does the Funding Source Matter for Innovation Intensity and Performance? Empirical Evidence from Germany," Industry and Innovation, Taylor & Francis Journals, vol. 21(5), pages 380-409, July.
  41. Alberto Marzucchi & Davide Antonioli & Sandro Montresor, 2015. "Industry–research co-operation within and across regional boundaries. What does innovation policy add?," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 499-524, August.
  42. Dirk Czarnitzki & Julie Delanote, 2017. "Incorporating innovation subsidies in the CDM framework: empirical evidence from Belgium," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(1-2), pages 78-92, February.
  43. Sergio Afcha & Jose García-Quevedo, 2016. "The impact of R&D subsidies on R&D employment composition," Industrial and Corporate Change, Oxford University Press, vol. 25(6), pages 955-975.
  44. Giovanni Cerulli & Bianca Potì, 2012. "The differential impact of privately and publicly funded R&D on R&D investment and innovation: the Italian case," Prometheus, Taylor & Francis Journals, vol. 30(1), pages 113-149, March.
  45. LOPES BENTO Cindy & CZARNITZKI Dirk, 2012. "Value for money? New microeconomic evidence on public R&D grants in Flanders," LISER Working Paper Series 2012-19, LISER.
  46. Syoum Negassi & Jean-Francois Sattin, 2014. "Evaluation of Public R&D Policy: A Meta-Regression Analysis," Working Papers 14-09, University of Delaware, Department of Economics.
  47. Matteo Bugamelli & Luigi Cannari & Francesca Lotti & Silvia Magri, 2012. "The innovation gap of Italy�s production system: roots and possible solutions," Questioni di Economia e Finanza (Occasional Papers) 121, Bank of Italy, Economic Research and International Relations Area.
  48. Morten S. Henningsen & Torbjørn Hægeland & Jarle Møen, 2012. "Estimating the additionality of R&D subsidies using proposal evaluation data to control for firms' R&D intentions," Discussion Papers 729, Statistics Norway, Research Department.
  49. Hottenrott, Hanna & Lopes-Bento, Cindy, 2014. "(International) R&D collaboration and SMEs: The effectiveness of targeted public R&D support schemes," Research Policy, Elsevier, vol. 43(6), pages 1055-1066.
  50. Sara Pavone & Elena Pagliarino & Alessandro Manello, 2014. "Politiques publiques et secteur agro-industriel: le rôle du programme de développement rural en Piémont1 [Public policies for the agro-food sector: the role played by the rural development programme i," CERIS Working Paper 201414, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  51. Peter Mayerhofer & Michael Klien, 2016. "Unternehmensinvestitionen in den österreichischen Bundesländern. Entwicklung – Struktur – Funktion regionaler Förderung," WIFO Studies, WIFO, number 61950, January.
  52. Aristei, David & Sterlacchini, Alessandro & Venturini, Francesco, 2015. "The effects of public supports on business R&D: firm-level evidence across EU countries," MPRA Paper 64611, University Library of Munich, Germany.
  53. Michel Dumont, 2019. "Working Paper 04-19 - Tax incentives for business R&D in Belgium - Third evaluation," Working Papers 1904, Federal Planning Bureau, Belgium.
  54. Michel Dumont, 2015. "Working Paper 05-15 - Evaluation of federal tax incentives for private R&D in Belgium: An update," Working Papers 1505, Federal Planning Bureau, Belgium.
  55. Spyros Arvanitis, 2013. "Micro-econometric approaches to the evaluation of technology-oriented public programmes: a non-technical review of the state of the art," Chapters, in: Albert N. Link & Nicholas S. Vonortas (ed.), Handbook on the Theory and Practice of Program Evaluation, chapter 3, pages 56-88, Edward Elgar Publishing.
  56. Annalisa Caloffi & Marco Mariani & Alessandro Sterlacchini, 2016. "Evaluating Public Supports To The Investment Activities Of Business Firms: A Meta-Regression Analysis Of Italian Studies," Working Papers 0116, CREI Università degli Studi Roma Tre, revised 2016.
  57. Elena Pagliarino & Monica Cariola & Sara Pavone & Alessandro Manello, "undated". "The impact of Rural Development Program on the economic performances of agro-food industry: the results of a counterfactual analysis in Piedmont, Italy," CERIS Working Paper 201422, Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY -NOW- Research Institute on Sustainable Economic Growth - Moncalieri (TO) ITALY.
  58. repec:oup:scippl:v:44:y:2017:i:5:p:683-697. is not listed on IDEAS
  59. repec:beo:journl:v:62:y:2017:i:215:p:7-52 is not listed on IDEAS
  60. Grilli, Luca & Mazzucato, Mariana & Meoli, Michele & Scellato, Giuseppe, 2018. "Sowing the seeds of the future: Policies for financing tomorrow's innovations," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 1-7.
  61. Becker, Lasse & Bizer, Kilian, 2015. "Federalism and innovation support for small and medium-sized enterprises: Empirical evidence in Europe," Center for European, Governance and Economic Development Research Discussion Papers 245, University of Goettingen, Department of Economics.
  62. BIA Michela & FLORES Carlos A. & MATTEI Alessandra, 2011. "Nonparametric Estimators of Dose-Response Functions," LISER Working Paper Series 2011-40, LISER.
  63. Böing, Philipp, 2014. "China's Technology Subsidies - Much ado about nothing?," Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100536, Verein für Socialpolitik / German Economic Association.
  64. David Aristei & Alessandro Sterlacchini & Francesco Venturini, 2017. "Effectiveness of R&D subsidies during the crisis: firm-level evidence across EU countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(6), pages 554-573, August.
  65. Boeing, Philipp, 2014. "China's R&D subsidies: Allocation and effectiveness," ZEW Discussion Papers 14-103, ZEW - Leibniz Centre for European Economic Research.
  66. Davide Antonioli & Alberto Marzucchi & Sandro Montresor, 2014. "Regional Innovation Policy and Innovative Behaviour: Looking for Additional Effects," European Planning Studies, Taylor & Francis Journals, vol. 22(1), pages 64-83, January.
  67. Anna D’Ambrosio & Roberto Gabriele & Francesco Schiavone & Manuel Villasalero, 2017. "The role of openness in explaining innovation performance in a regional context," The Journal of Technology Transfer, Springer, vol. 42(2), pages 389-408, April.
  68. Hanna Hottenrott & Robert Richstein, 2019. "Start-up Subsidies: Does the Policy Instrument Matter?," SPRU Working Paper Series 2019-23, SPRU - Science Policy Research Unit, University of Sussex Business School.
  69. 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.
  70. Brüggemann, Julia & Proeger, Till, 2017. "The effectiveness of public subsidies for private innovations: An experimental approach," Center for European, Governance and Economic Development Research Discussion Papers 266, University of Goettingen, Department of Economics.
  71. Christopher Baum & Giovanni Cerulli, CNR-IRCrES, 2016. "Estimating a dose-response function with heterogeneous response to confounders when treatment is continuous and endogenous," EcoMod2016 9388, EcoMod.
  72. Sara Pavone & Elena Ragazzi & Lisa Sella, 2015. "Sostenere le imprese agro-industriali in Piemonte: un’analisi controfattuale," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2015(3 Suppl.), pages 129-143.
  73. Dumont, Michel, 2017. "Assessing the policy mix of public support to business R&D," Research Policy, Elsevier, vol. 46(10), pages 1851-1862.
  74. Giovanni Cerulli, 2011. "ivtreatreg: A new Stata command for estimating binary treatment models with heterogeneous response to treatment under observable and unobservable selection," Italian Stata Users' Group Meetings 2011 04, Stata Users Group.
  75. Dai, Xiaoyong & Cheng, Liwei, 2015. "The effect of public subsidies on corporate R&D investment: An application of the generalized propensity score," Technological Forecasting and Social Change, Elsevier, vol. 90(PB), pages 410-419.
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