Barge-Gil, Andrés and Vivas-Augier, Carlos (2019): Does Cooperation with Universities and KIBS Matter? Firm-level Evidence from Spain.
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Abstract
This manuscript contributes to the literature on firm cooperation with universities and KIBS by framing the analysis according to the literature on causal effects, comparing the effect of the two different agents and exploring which firms benefit more from cooperation with a specific partner. Results shows that the lower bound for the effect is around 27-30% increase in sales from new products for both types of partners. After covariates and fixed effects are used, it is found that this effect is not likely driven by time-varying unobservable factors. Moreover, we show that firms that benefit the most from cooperation with universities are different from those firms that benefit the most from cooperation with KIBS.
Item Type: | MPRA Paper |
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Original Title: | Does Cooperation with Universities and KIBS Matter? Firm-level Evidence from Spain |
Language: | English |
Keywords: | firm cooperation; universities; KIBS; treatment effects; heterogeneity; policy matching. |
Subjects: | L - Industrial Organization > L2 - Firm Objectives, Organization, and Behavior > L24 - Contracting Out ; Joint Ventures ; Technology Licensing O - Economic Development, Innovation, Technological Change, and Growth > O3 - Innovation ; Research and Development ; Technological Change ; Intellectual Property Rights > O32 - Management of Technological Innovation and R&D O - Economic Development, Innovation, Technological Change, and Growth > O3 - Innovation ; Research and Development ; Technological Change ; Intellectual Property Rights > O33 - Technological Change: Choices and Consequences ; Diffusion Processes |
Item ID: | 96949 |
Depositing User: | Andrés Barge-Gil |
Date Deposited: | 23 Nov 2019 00:38 |
Last Modified: | 23 Nov 2019 00:38 |
References: | Adams, J.D., Chiang, E.P.; , & Jensen, J.L. (2003). The influence of federal laboratory R&D on industrial research. Review of Economics and Statistics, Vol. 85, No. 4, 1003-1020. Almeida, P., Hohberger, J., & Parada, P. (2011). Individual scientific collaborations and firm-level innovation. Industrial and corporate Change, 20(6), 1571-1599. Amara, N., & Landry, R. (2005). Sources of information as determinants of novelty of innovation in manufacturing firms: evidence from the 1999 statistics Canada innovation survey. Technovation, vol. 25, 245-259. Angrist, J. & Pischke, J-S. (2009). Mostly Harmless Econometrics: An Empiricist’s Companion. New Jersey: Princeton University Press. Antonelli, C., & Fassio, C. (2016). The role of external knowledge (s) in the introduction of product and process innovations. R&D Management, 46(S3), 979-991. Arellano, M., and & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies 58, 277-297. Arora, A., Cohen, W. M., & Walsh, J. P. (2016). The acquisition and commercialization of invention in American manufacturing: Incidence and impact. Research Policy, 45(6), 1113-1128. Arvanitis, S., Sydow, N., & Woerter, M. (2008). Is there any impact of university–industry knowledge transfer on innovation and productivity? An empirical analysis based on Swiss firm data. Review of Industrial Organization, 32(2), 77-94. Arza, V., & López, A. (2011). Firms’ linkages with public research organisations in Argentina: Drivers, perceptions and behaviours. Technovation, 31(8), 384-400. Aschhoff, B., & Schmidt, T. (2008). Empirical evidence on the success of R&D cooperation—happy together?. Review of Industrial Organization, 33(1), 41-62. Barge-Gil, A. (2010). Open, semi-open and closed innovators: Towards an explanation of degree of openness. Industry & Innovation 17(6), 577-607. Barge-Gil, A., (2013). Open strategies and innovation performance. Industry & Innovation. 20(7), 585-610. Barge-Gil, A.; , & Modrego, A. (2011). The impact of research and technology organizations on firm competitiveness. Measurement and determinants. Journal of Technology Transfer. Vol. 36, No. 1, 61-83. Becker, W., & Dietz, J. (2004). R&D cooperation and innovation activities of firms—evidence for the German manufacturing industry. Research policy, 33(2), 209-223. Beise, M., & Stahl, H. (1999). Public research and industrial innovations in Germany. Research policy, 28(4), 397-422. Belderbos, R., Carree, M., and & Lokshin, B. (2004). Cooperative R&D and firm performance. Research Policy, Vol. 33 (10), 1477–1492. Belderbos, R., Carree, M., Diederen, B., Lokshin, B., & Veugelers, R. (2004). Heterogeneity in R&D cooperation strategies. International journal of industrial organization, 22(8-9), 1237-1263. Belderbos, R., Carree, M., & Lokshin, B. (2006). Complementarity in R&D cooperation strategies. Review of Industrial Organization, 28(4), 401-426. Bennett, R., & Robson, P. (2003). Changing use of external business advice and government supports by SMEs in the 1990s. Regional Studies, 37(8), 795-811. Bishop, K., D’Este, P., & Neely, A. (2011). Gaining from interactions with universities: Multiple methods for nurturing absorptive capacity. Research Policy, 40(1), 30-40. Bloom, N., Eifert, B., Mahajan, A., McKenzie, D., & Roberts, J. (2013). Does management matter? Evidence from India. The Quarterly Journal of Economics, 128(1), 1-51. Bruhn, M., Karlan, D., & Schoar, A. (2018). The impact of consulting services on small and medium enterprises: Evidence from a randomized trial in Mexico. Journal of Political Economy, 126(2), 635-687. Bruneel, J., d’Este, P., & Salter, A. (2010). Investigating the factors that diminish the barriers to university–industry collaboration. Research policy, 39(7), 858-868. Cassiman, B., & Veugelers, R. (2002). R&D cooperation and spillovers: some empirical evidence from Belgium. The American Economic Review, 92(4), 1169-1184. Ciriaci, D., Montresor, S., & Palma, D. (2015). Do KIBS make manufacturing more innovative? An empirical investigation of four European countries. Technological Forecasting and Social Change, 95, 135-151. Chen, J. R., Kan, K., & Tung, I. H. (2016). Scientific linkages and firm productivity: Panel data evidence from Taiwanese electronics firms. Research Policy, 45(7), 1449-1459. Cohen, W. M., & Klepper, S. (1996). A reprise of size and R&D. The Economic Journal, 925-951. Cumming, D.J.; , & Fischer, E. (2012). Publicly funded business advisory services and entrepreneurial outcomes. Research Policy, Vol. 41, No. 2, 467-481. De Faria, P., Lima, F., & Santos, R. (2010). Cooperation in innovation activities: The importance of partners. Research Policy, 39(8), 1082-1092. Eom, B. Y., & Lee, K. (2010). Determinants of industry–academy linkages and, their impact on firm performance: The case of Korea as a latecomer in knowledge industrialization. Research Policy, 39(5), 625-639. EU (2012). Knowledge-intensive (business) services in Europe. Belgium: European Commission. European Commission (2016): User guide to the SME definition. Fabrizio, K. R. (2009). Absorptive capacity and the search for innovation. Research policy, 38(2), 255-267. FECYT (2016). Informe PITEC 2013: Financiación y capital humano en la innovación de las empresas. Fundación Española para la Ciencia y la Tecnología (FECYT). Freel, M. S., & Harrison, R. T. (2006). Innovation and cooperation in the small firm sector: Evidence from ‘Northern Britain’. Regional Studies, 40(4), 289-305. Gelbach, J. B. (2016). When do covariates matter? And which ones, and how much?. Journal of Labor Economics, 34(2), 509-543. González-Pernía, J. L., Kuechle, G., & Peña-Legazkue, I. (2013). An assessment of the determinants of university technology transfer. Economic Development Quarterly, 27(1), 6-17. Guzzini, E., Iacobucci, D., & Palestrini, A. (2018). Collaboration for innovation and project failure. A dynamic analysis. Economics of Innovation and New Technology, 27(8), 695-708 Hall, B. H., Link, A. N., & Scott, J. T. (2003). Universities as research partners. Review of Economics and Statistics, 85(2), 485-491. Harris, R., Li, Q. C., & Moffat, J. (2011). The impact of higher education institution-firm knowledge links on firm-level productivity in Britain. Applied Economics Letters, 18(13), 1243-1246. Hewitt-Dundas, N. (2006). Resources and Capability Constraints to Innovation in Small and Large Plants. Small Business Economics, Vol. 26, 257-277. Imbens, G.; , & Wooldridge, J. (2009). Recent developments in the econometrics of program evaluation. Journey of Economic Literature, Vol. 47, No. 1, 5–86. . Jaffe, A. B. (2008). The “Science of Science Policy”: reflections on the important questions and the challenges they present. The Journal of Technology Transfer, 33(2), 131-139. Johnson, S., Webber, D. J., & Thomas, W. (2007). Which SMEs use external business advice? A multivariate subregional study. Environment and Planning A, 39(8), 1981-1997. Kim, H., & Park, Y. (2008). The impact of R&D collaboration on innovative performance in Korea: A Bayesian network approach. Scientometrics, 75(3), 535. Kleinknecht, A.; , Van Montfor, K.; , & Brouwer, E. (2002). The non-trivial choice between innovation indicators. Economics of Innovation and New Technology, Vol. 11, No. 2, 109-121. Knudsen, M.P. (2007). The relative importance of interfirm relationships and knowledge transfer for new product development success. Journal of Product Innovation Management, Vol. 24. No. 2, 117-138. Lambrecht, J., & Pirnay, F. (2005). An evaluation of public support measures for private external consultancies to SMEs in the Walloon Region of Belgium. Entrepreneurship & Regional Development, 17(2), 89-108. Miotti, L., & Sachwald, F. (2003). Co-operative R&D: why and with whom?: An integrated framework of analysis. Research policy, 32(8), 1481-1499. Mohnen, P., Mairesse, J., & Dagenais, M. (2006). Innovativity: A comparison across seven European countries. Economics of Innovation and New Technology, 15(4-5), 391-413. Mole, K., Hart, M., Roper, S., & Saal, D. (2008). Differential gains from Business Link support and advice: a treatment effects approach. Environment and Planning C: Government and Policy, 26(2), 315-334. Mole, K. F., Hart, M., Roper, S., & Saal, D. S. (2009). Assessing the effectiveness of business support services in England: Evidence from a theory-based evaluation. International small business journal, 27(5), 557-582. Muller, E., & Zenker, A. (2001). Business services as actors of knowledge transformation: the role of KIBS in regional and national innovation systems. Research policy, 30(9), 1501-1516. Negassi, S. (2004). R&D co-operation and innovation: A microeconometric study on French firms. Research Policy, Vol. 33, No. 3, 365-384. Nieto, M. J., & Santamaría, L. (2007). The importance of diverse collaborative networks for the novelty of product innovation. Technovation, 27(6-7), 367-377. Oster, E. (2019). Unobservable selection and coefficient stability: Theory and evidence. Journal of Business & Economic Statistics, 37(2), 187-204. Perkmann, M.; , & Walsh, K. (2007). University-industry relationships and open innovation: Towards a research agenda. International Journal of Management Reviews, vol. 9(4), pp. 259-280. Pippel, G., & Seefeld, V. (2016). R&D cooperation with scientific institutions: a difference-in-difference approach. Economics of Innovation and New Technology, 25(5), 455-469. Robin, S.; & Schubert, T. (2013). Cooperation with public research institutions and success in innovation: Evidence from France and Germany. Research Policy, Vol. 42, No. 1, 149-166. Robson, P. J., & Bennett, R. J. (2000). The use and impact of business advice by SMEs in Britain: an empirical assessment using logit and ordered logit models. Applied Economics, 32(13), 1675-1688. Tether, B. S., & Tajar, A. (2008). Beyond industry–university links: Sourcing knowledge for innovation from consultants, private research organisations and the public science-base. Research Policy, 37(6-7), 1079-1095. Tödtling, F., Lehner, P., & Kaufmann, A. (2009). Do different types of innovation rely on specific kinds of knowledge interactions?. Technovation, 29(1), 59-71. Tödtling, F., & Trippl, M. (2005). One size fits all?: Towards a differentiated regional innovation policy approach. Research Policy, 34(8), 1203-1219. Tsai, K. H., & Hsieh, M. H. (2009). How different types of partners influence innovative product sales: does technological capacity matter?. Journal of Business Research, 62(12), 1321-1328. Un, C. A., Cuervo‐Cazurra, A., & Asakawa, K. (2010). R&D collaborations and product innovation. Journal of Product Innovation Management, 27(5), 673-689. Vega-Jurado, J., Gutiérrez-Gracia, A., & Fernández-de-Lucio, I. (2009). Does external knowledge sourcing matter for innovation? Evidence from the Spanish manufacturing industry. Industrial and corporate change, 18(4), 637-670. Vivas-Augier, C. & Barge-Gil, A. (2015). Impact on firms of the use of knowledge external sources: A systematic review of the literature. Journal of Economic Survey, Vol. 29, No. 5, 943-964. Yip, P. S., & Tsang, E. W. (2007). Interpreting dummy variables and their interaction effects in strategy research. Strategic Organization, 5(1), 13-30. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/96949 |