Aerts, K., & Schmidt, T. (2008). Two for the price of one? Additionality effects of R&D subsidies: A comparison between Flanders and Germany. Research Policy, 37(5), 806–822.
Aghion, P., Bond, S., Klemm, A., & Marinescu, I. (2004). Technology and financial structure: Are innovative firms different? Journal of European Economic Association, 2, 277-288.
Alessandrini P., Presbitero A.F., & Zazzaro A. (2010). Bank size or distance: what hampers innovation adoption by SMEs? Journal of Economic Geography, 10(6), 845-881. DOI: 10.1093/jeg/lbp055 Almus, M., & Czarnitzki, D. (2003). The Effects of Public R&D Subsidies on Firms' Innovation Activities: The Case of Eastern Germany. Journal of Business & Economic Statistics, 21(2), 226-236. DOI: 10.1198/073500103288618918 Antonioli, D., Marzucchi, A., & Montresor, S. (2014). Regional Innovation Policy and Innovative Behaviour: Looking for Additional Effects. European Planning Studies, 22(1), 64-83. DOI: 10.1080/09654313.2012.722977 Audretsch, D., & Lehmann, E., (2002). Debt or Equity? The Role of Venture Capital in Financing the New Economy in Germany. CEPR Discussion Paper No. 3656.
Bellucci, A., & Pennacchio, L. (2016). University knowledge and firm innovation: evidence from European countries. The Journal of Technology Transfer, 41(4), 730–752. DOI: 10.1007/s10961-015-9408-9 Bellucci, A., Pennacchio, L., & Zazzaro, A. (2019). Public R&D Subsidies: Collaborative versus Individual Place-Based Programs for SMEs. Small Business Economics, 52(1), 213-240.
Berger A.N., & Udell, G.F. (1998). The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle. Journal of Banking and Finance, 22(6–8), 613-673.
Bernini, C., & Pellegrini, G. (2011). How are growth and productivity in private firms affected by public subsidy? Evidence from a regional policy. Regional Science and Urban Economics, 41, 253-265. DOI: 10.1016/j.regsciurbeco.2011.01.005 Blass, A. & Yosha, O. (2003). Financing R&D in mature companies: An empirical analysis. Economics of Innovation and New Technology, 12(5), 425-447.
Booth, J. R., & Smith, R. (1986). Capital raising, underwriting and the certification hypothesis. Journal of Financial Economics, 15, 261-281.
- Braczyk, H.J., Cooke, P., & Heidenreich, M. (1998). Regional Innovation Systems: The Role of Governance in a Globalized World. London: UCL Press.
Paper not yet in RePEc: Add citation now
Bronzini, R., & Iachini, E. (2014). Are incentives for R&D effective? Evidence from a regression discontinuity approach. American Economic Journal: Economic Policy, 6(4), 100-134.
Brown, J.R., Martinsson, G., & Petersen, B.C. (2012). Do financing constraints matter for R&D? European Economic Review, 56, 1512-1529.
- Buisseret, T., Cameron, H., & Georghiou, L. (1995). What difference does it make? Additionality in the public support of R&D in large firms. International Journal of Technology Management, 10, 587–600.
Paper not yet in RePEc: Add citation now
Busom, I. (2000). An empirical evaluation of the effects of R&D subsidies. Economics of Innovation and New Technology, 9(2), 111–148.
Busom, I., Corchuelo, B., & Martınez-Ros, E. (2014). Tax incentives...or subsidies for business R&D? Small Business Economics, 43(3), 571–596. DOI: 10.1007/s11187-014-9569-1.
Cannone, G., & Ughetto, E. (2014). Funding Innovation at Regional Level: An Analysis of e Public Policy Intervention in the Piedmont Region. Regional Studies, 48(2), 270-283. DOI: 10.1080/00343404.2011.653338 Carpenter, R., & Petersen, B. (2002). Capital market imperfections, high-tech investment, and new equity financing. Economic Journal, 112, 54–72.
Cerulli, G. (2010). Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature. Economic Record, 86, 421-449.
Colombo, M., & Grilli L. (2007). Funding gaps? Access to bank loans by high-tech start-ups. Small Business Economics, 29, 25-46.
- Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions, COM(2010)553 final, European Union, Brussels.
Paper not yet in RePEc: Add citation now
- Cooke, P. (1992). Regional Innovation Systems: Comparative Regulation in the New Europe. Geoforum, 23, 356-382.
Paper not yet in RePEc: Add citation now
Costantini, V., Crespi, F., Martini, C., & Pennacchio, L. (2015). Demand-pull and technology-push public support for eco-innovation: The case of the biofuels sector. Research Policy, 44, 577-595.
Cowling, M. (2016). You can lead a firm to R&D but can you make it innovate? UK evidence from SMEs, Small Business Economics, 46, 565-577.
Czarnitzki, D. (2006). Research and development in small and medium sized enterprises: The role of financial constraints and public funding. Scottish Journal of Political Economy, 53(3), 335–357.
Czarnitzki, D., & Lopes-Bento, C. (2013). Value for money? New microeconometric evidence on public R&D grants in Flanders. Research Policy, 42(1), 76-89.
Czarnitzki, D., Hanel, P., & Rosa, J.M. (2011). Evaluating the impact of R&D tax credits on innovation: A microeconometric study on Canadian firms. Research Policy, 40(2), 217-229.
David, P.A., Hall, B.H., & Toole, A.A. (2000). Is public R&D a complement or substitute for private R&D? A review of econometric evidence. Research Policy, 29(4–5), 497–529.
Diamond, D. (1991). Debt maturity and liquidity risk. Quarterly Journal of Economics, 106, 709–737.
Diamond, D. (1993). Seniority and maturity of debt contracts. Journal of Financial Economics, 33, 341–368.
Dimos, C., & Pugh, G. (2016). The effectiveness of R&D subsidies: A meta-regression analysis of the evaluation literature. Research Policy, 45, 797-815.
Engel, D., Rothgang, M., & Eckl, V. (2016). Systemic aspects of R&D policy subsidies for R&D collaborations and their effects on private R&D. Industry and Innovation, 23(2), 206-222.
- European Commission (2010). Regional Policy Contributing to Smart Growth in Europe 2020.
Paper not yet in RePEc: Add citation now
Feldman, M., & Kelley, M. (2006). The ex-ante assessment of knowledge spillovers: government R&D policy, economic incentives and private firm behavior. Research Policy, 35, 1509–1521.
Freel, M., (2007). Are small innovators credit rationed? Small Business Economics, 28, 23–35.
- Georghiou, L., & Clarysse, B. (2006). Introduction and synthesis, in OECD (ed.), Government R&D Funding and Company Behaviour: Measuring Behavioural Additionality. OECD Publishing, Paris, 9-38.
Paper not yet in RePEc: Add citation now
Gertler, P., Martinez, S., Premand, P., Rawlings, R.B., & Vermeersch, C.M.J. (2011). Impact Evaluation in Practice. Washington, DC: World Bank. DOI: 10.1596/978-1-4648-0779-4 Gonzalez, X., & Pazo, C. (2008). Do public subsidies stimulate private R&D spending? Research Policy, 37(3), 371-389. DOI: 10.1016/j.respol.2007.10.009 Griliches, Z. (1986). Productivity, R&D, and the basic research at the firm level in the 1970’s. American Economic Review, 76(1), 141–54.
Hall, B. (2002). The financing of research and development. Oxford Review of Economic Policy, 18 (1), 35– 51.
Hall, B.H., & Lerner, J. (2010). The Financing of R&D and Innovation. In Handbook of the Economics of Innovation. Vol. 1, edited by Bronwyn H Hall and Nathan Rosenberg. Elsevier, 2010. ISBN: Heckman, J. J., Ichimura, H. & Todd, P, (1997). Matching as an econometric evaluation estimator: Evidence from evaluating a job training programme. Review of Economic Studies, 64(4), 605–654.
Heckman, J.J., Lalonde, R., & Jeffrey, S. (1999). The economics and econometrics of active labor market programs. In (Orley Ashenfelter and David Card, eds), Handbook of Labor Economics, Volume III.
- Herrera, L., & Sánchez-González, G. (2013). Firm size and innovation policy. International Small Business Journal, 31(2), 137–155.
Paper not yet in RePEc: Add citation now
Himmelberg, C. P. & Petersen, B. C. (1994). R&D and internal finance: A panel study of small firms in hightech industries. The Review of Economics and Statistics, 76(1), 38–51.
Hirano, K., Imbens, G.W. & Ridder, G. (2003). Efficient estimation of Average Treatment Effects using the estimated propensity score. Econometrica, 71, 1161–1189.
Holmes, S., & Kent, P. (1991). An Empirical Analysis of the Financial Structure of Small and Large Australian Manufacturing Enterprises. Journal of Small Business Finance, 1(2), 141-154.
- Hottenrott, H., & Demeulemeester, S. (2017). R&D subsidies and firms’ cost of debt. Beiträge zur Jahrestagung des Vereins für Socialpolitik 2017: Alternative Geld- und Finanzarchitekturen - Session: Innovation and R&D, No. D13-V3.
Paper not yet in RePEc: Add citation now
Hottenrott, H., & Lopes-Bento, C. (2014). (International) R&D collaboration and SMEs: The effectiveness of targeted public R&D support schemes. Research Policy, 43, 1055-1066.
Hottenrott, H., Lins. E., & Lutz, E. (2018) Public subsidies and new ventures’ use of bank loans. Economics of Innovation and New Technology, 27(8), 786-808, Hud, M., & Hussinger, K. (2015). The impact of R&D subsidies during the crisis. Research Policy, 44(10), 1844-1855.
Islam, M., Fremeth, A., & Marcus, A. (2018). Signaling by early stage startups: US government research grants and venture capital funding. Journal of Business Venturing, 33, 35-51.
Khandker, S.R., Koolwal, G.B., & Samad, H.A. (2010). Handbook of Impact Evaluation: Quantitative Methods and Practices. Washington, DC: The World Bank. DOI: 10.1596/978-0-8213-8028-4 Klette, T.J., Møen, J., & Griliches, Z. (2000). Do subsidies to commercial R&D reduce market failures? Microeconometric evaluation studies. Research Policy, 29(4-5), 471-495.
Lach, S. (2002). Do R&D subsidies stimulate or displace private R&D? Evidence from Israel. Journal of Industrial Economics, 50(4), 369–390.
Lerner, J. (1999). The government as venture capitalist: the long-run impact of the SBIR program. The Journal of Business, 72(3), 285-318.
Lerner, J. (2002). When bureaucrats meet entrepreneurs: the design of effective public venture capital programmes. Economic Journal, 112, F73–F84.
Li Li, J.C., Gao, H. & Xie, L. (2019). The certification effect of government R&D subsidies on innovative entrepreneurial firms’ access to bank finance: evidence from China. Small Business Economics, 52(1), 241–259.
Magri, S. (2009). The financing of small innovative firms: The Italian case. Economics of Innovation and New Technology, 18(2) 181-204.
Marino, M., Lhuillery, S., Parrotta, P., & Sala, D. (2016). Additionality or crowding-out? An overall evaluation of public R&D subsidy on private R&D expenditure. Research Policy, 45, 1715-1730.
Mateut, S. (2018). Subsidies, financial constraints and firm innovative activities in emerging economies.
Meuleman, M., & De Maeseneire, W. (2012). Do R&D subsidies affect SMEs’ access to external financing? Research Policy, 41, 580-591.
Miller, M.H., & Modigliani, F. (1961). Dividend policy, growth, and the valuation of shares. The Journal of Business, 34(4), 411-433.
- Modigliani, F., & Miller, M.H., (1958) The Cost of Capital, Corporation Finance and the Theory of Investment. The American Economic Review, 48(3), 261-297.
Paper not yet in RePEc: Add citation now
Narayanan, V. K., Pinches, G. E., Kelm, K. M., & Lander, D. M. (2000). The influence of voluntarily disclosed qualitative information. Strategic Management Journal, 21(7), 707–722.
OECD (2011). Regions and Innovation Policy, OECD Reviews of Regional Innovation. OECD Publishing, Paris, http://dx.doi.org/10.1787/9789264097803-en Pennacchio, L. (2014). The causal effect of venture capital backing on the underpricing of Italian initial public offerings. Venture Capital: An International Journal of Entrepreneurial Finance, 16(2), 131-155.
- Radas, S., Anić, I-D., Tafro, A., & Wagner, V. (2015). The effects of public support schemes on small and medium enterprises. Technovation, 38, 15-30.
Paper not yet in RePEc: Add citation now
Ravallion, M. (2008). Evaluating Anti-poverty Programs. In Handbook of Development Economics, vol. 4, ed. T. Paul Schultz and John Strauss, 3787–846. Amsterdam: North-Holland.
- Rosenbaum, P.R., & D.B. Rubin, D.B. (1983). The Central Role of Propensity Score in Observational Studies for Causal Effects. Biometrika, 70, 41–50.
Paper not yet in RePEc: Add citation now
Small Business Economics, 50(1), 131-162. DOI: 10.1007/s11187-017-9877-3 Megginson, W. L., & Weiss, K. A. (1991). Venture Capitalists Certification in Initial Public Offerings. The Journal of Finance, 46, 135–151.
Sufi, A. (2009). The Real Effects of Debt Certification: Evidence from the Introduction of Bank Loan Ratings. The Review of Financial Studies, 22(4), 1659–1691, https://doi.org/10.1093/rfs/hhm061 Takalo, T., & Tanayama, T. (2010). Adverse selection and financing of innovation: is there a need for R&D subsidies? The Journal of Technology Transfer, 35(1), 16–41.
Tirole, J. (2006). The Theory of Corporate Finance. Princeton, NJ: Princeton University Press.
Titman, S. & Trueman, B. (1986). Information Quality and the Valuation of New Issues. Journal of Accounting and Economics, 8, 159-172.
- Wei, J., & Zuo, Y. (2018). The certification effect of R&D subsidies from the central and local governments: evidence from China. R&D Management, 48(5), 615-626.
Paper not yet in RePEc: Add citation now
Zuniga-Vicente, J.A., Alonso-Borrego, C., Forcadell, F-J., & Galan, J.I. (2014). Assessing the effect of public subsidies on firm R&D investment: A survey. Journal of Economic Surveys, 28(1), 36-67.