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2022 | OriginalPaper | Chapter

3. The Heterogeneous Impact of Academic Patent Characteristics on Firms’ Economic Performance

Authors : Giovanni Cerulli, Giovanni Marin, Eleonora Pierucci, Bianca Potì

Published in: University-Industry Knowledge Interactions

Publisher: Springer International Publishing

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Abstract

Many studies have proven the relevance of patent characteristics to predict firms’ economic returns. The most studied ones concern the (technological, scientific or radically new) type of knowledge embedded into the patents; the technological impact on society, measured by the forward citations; the economic value attributed by the firms to the patents, measured by their renewal and, more recently, the closeness of the patent to the firm’s technological profile. We build on this literature, focusing on a less studied topic, the characteristics associated to the academic patents held by firms and the profit stream generated by these assets. We empirically examine these research issues using longitudinal data from a cross-industry study of 712 units of observation over a recent 10-year period (1996–2007). The paper focuses on the units’ idiosyncratic effects and the heterogeneous impact of the academic patents. We analyse the effect of academic patents characteristics with a one- and a three-year time lag structure, following the literature indication that academic patents can show a different impact at medium-long term. Contrary to previous findings, what matters for academic patents to improve firms’ economic performance both at short and at long term is not their radicalness or explorative nature, but the stock of technical and scientific knowledge on which inventions are based, measured through the backward citations to patent and non-patent literature and the closeness to firm’s core technologies, in which companies have good competences and invest more resources. These results open the way to more in-depth analyses.

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Footnotes
1
These two good-quality datasets (i.e. Lotti & Marin, 2013 and APE-INV) provide a unique tool to investigate the research questions at hand on a European country. Furthermore, given that the two datasets have already been largely employed (separately) in academic research, they are scientifically validated, thus providing reliability to our results.
 
2
The descriptive statistics of our sample are extremely close to the statistics of the entire academic patent population. Therefore, the representativeness of our sample, notwithstanding the presence of missing values, is not biased.
 
3
Precisely a one standard deviation increases in academic patent technological closeness led to a 0.3 standard deviation decrease in the projected OPM, all other variables held constant.
 
Literature
go back to reference Ahuja, G., & Lampert, C. M. (2001). Entrepreneurship in the large corporation: A longitudinal study of how established firms create breakthrough inventions. Strategic Management Journal, 22(6-7), 521–543.CrossRef Ahuja, G., & Lampert, C. M. (2001). Entrepreneurship in the large corporation: A longitudinal study of how established firms create breakthrough inventions. Strategic Management Journal, 22(6-7), 521–543.CrossRef
go back to reference Anderson, P., & Tushma, M. (1990). Technological discontinuities and dominant designs: A cyclical model of technological change. Administrative Science Quarterly, 35(4), 604–633.CrossRef Anderson, P., & Tushma, M. (1990). Technological discontinuities and dominant designs: A cyclical model of technological change. Administrative Science Quarterly, 35(4), 604–633.CrossRef
go back to reference Artz, K. W., Norman, P. N., Hatfield, D. E., & Cardinal, L. B. (2010). A longitudinal study of the impact of R&D, patents, and product innovation on firm performance. Journal of Product Innovation Management, 27, 725–740.CrossRef Artz, K. W., Norman, P. N., Hatfield, D. E., & Cardinal, L. B. (2010). A longitudinal study of the impact of R&D, patents, and product innovation on firm performance. Journal of Product Innovation Management, 27, 725–740.CrossRef
go back to reference Azagra-Caro, J. M. (2011). Do public research organisations own most patents invented by their staff? Science and Public Policy, 38(3), 237–250.CrossRef Azagra-Caro, J. M. (2011). Do public research organisations own most patents invented by their staff? Science and Public Policy, 38(3), 237–250.CrossRef
go back to reference Bacchiocchi, E., & Montobbio, F. (2009). Knowledge diffusion from university and public research. A comparison between US, Japan and Europe using patent citations. Journal of Technology Transfer, 34(2), 169–181.CrossRef Bacchiocchi, E., & Montobbio, F. (2009). Knowledge diffusion from university and public research. A comparison between US, Japan and Europe using patent citations. Journal of Technology Transfer, 34(2), 169–181.CrossRef
go back to reference Belderbos, R., Faems, D., Leten, B., & Van Looy, B. (2010). Technological activities and their impact on the financial performance of the firm: Exploitation and exploration within and between firms. Journal of Product Innovation Management, 27(6), 869–882.CrossRef Belderbos, R., Faems, D., Leten, B., & Van Looy, B. (2010). Technological activities and their impact on the financial performance of the firm: Exploitation and exploration within and between firms. Journal of Product Innovation Management, 27(6), 869–882.CrossRef
go back to reference 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.CrossRef 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.CrossRef
go back to reference Bogner, W. C., & Bansal, P. (2007). Knowledge management as the basis of sustained high performance. Journal of Management Studies, 44(7), 165–188.CrossRef Bogner, W. C., & Bansal, P. (2007). Knowledge management as the basis of sustained high performance. Journal of Management Studies, 44(7), 165–188.CrossRef
go back to reference Breitzman, T., & Mogee, M. E. (2002). The many applications of patent analysis. Journal of Information Science, 28(3), 187–206.CrossRef Breitzman, T., & Mogee, M. E. (2002). The many applications of patent analysis. Journal of Information Science, 28(3), 187–206.CrossRef
go back to reference Breitzman, A. F., & Narin, F. (2001). Method and apparatus for choosing a stock portfolio, based on patent indicators. US Patent 61758214. Breitzman, A. F., & Narin, F. (2001). Method and apparatus for choosing a stock portfolio, based on patent indicators. US Patent 61758214.
go back to reference Callaert, J., Van Looy, B., Verbeek, A., Debackere, K., & Thijs, B. (2006). Traces of prior art: An analysis of non-patent references found in patent documents. Scientometrics, 69(1), 3–20.CrossRef Callaert, J., Van Looy, B., Verbeek, A., Debackere, K., & Thijs, B. (2006). Traces of prior art: An analysis of non-patent references found in patent documents. Scientometrics, 69(1), 3–20.CrossRef
go back to reference Cassiman, B., Veugelers, R., & Zuniga, M. P. (2008). In search of performance effects of (in) direct industry science links. Industrial & Corporate Change, 17(4), 611–646.CrossRef Cassiman, B., Veugelers, R., & Zuniga, M. P. (2008). In search of performance effects of (in) direct industry science links. Industrial & Corporate Change, 17(4), 611–646.CrossRef
go back to reference Cerulli, G. (2017). Estimating responsiveness scores using RSCORE. The Stata Journal, 17(2), 422–441.CrossRef Cerulli, G. (2017). Estimating responsiveness scores using RSCORE. The Stata Journal, 17(2), 422–441.CrossRef
go back to reference Cheng, Y. C., Kuan, F. Y., Chuang, S. C., & Ken, Y. (2010). Profitability decided by patent quality? An empirical study of the U.S. semiconductor industry. Scientometrics, 82(1), 175–183. Cheng, Y. C., Kuan, F. Y., Chuang, S. C., & Ken, Y. (2010). Profitability decided by patent quality? An empirical study of the U.S. semiconductor industry. Scientometrics, 82(1), 175–183.
go back to reference Chen, Y. S., & Chang, K. C. (2010). The relationship between a firm’s patent quality and its market value. The case of U.S, pharmaceutical industry. Technological Forecasting and Social Change, 77(1), 20–33.CrossRef Chen, Y. S., & Chang, K. C. (2010). The relationship between a firm’s patent quality and its market value. The case of U.S, pharmaceutical industry. Technological Forecasting and Social Change, 77(1), 20–33.CrossRef
go back to reference Christensen, C. M., & Rosenbloom, R. S. (1995). Explaining the attacker's advantage: Technological paradigms, organizational dynamics, and the value network. Research Policy, 24(2), 233–257.CrossRef Christensen, C. M., & Rosenbloom, R. S. (1995). Explaining the attacker's advantage: Technological paradigms, organizational dynamics, and the value network. Research Policy, 24(2), 233–257.CrossRef
go back to reference Cooper, A. C., & Schendel, D. (1976). Strategic responses to technological threats. Business Horizon, 19(1), 61–69.CrossRef Cooper, A. C., & Schendel, D. (1976). Strategic responses to technological threats. Business Horizon, 19(1), 61–69.CrossRef
go back to reference Czarnitzki, D., Hussinger, K., & Schneider, C. (2012). The nexus between science and industry: Evidence from faculty inventions. The Journal of Technology Transfer, 37(5), 755–776.CrossRef Czarnitzki, D., Hussinger, K., & Schneider, C. (2012). The nexus between science and industry: Evidence from faculty inventions. The Journal of Technology Transfer, 37(5), 755–776.CrossRef
go back to reference Deng, Z., Lev, B., & Narin, F. (1999). Science and technology as predictors of stock performance. Financial Analyst Journal, 55(3), 20–32.CrossRef Deng, Z., Lev, B., & Narin, F. (1999). Science and technology as predictors of stock performance. Financial Analyst Journal, 55(3), 20–32.CrossRef
go back to reference Dosi, G. (1988). Sources, procedures, and microeconomic effects of innovation. Journal of Economic Literature, 26(3), 1120–1171. Dosi, G. (1988). Sources, procedures, and microeconomic effects of innovation. Journal of Economic Literature, 26(3), 1120–1171.
go back to reference Encaoua, D., Guellec, D., & Martinez, C. (2006). Patent Systems for Encouraging Innovation: Lessons from economic analysis. Research Policy, 35(9), 1423–1440.CrossRef Encaoua, D., Guellec, D., & Martinez, C. (2006). Patent Systems for Encouraging Innovation: Lessons from economic analysis. Research Policy, 35(9), 1423–1440.CrossRef
go back to reference Geuna, A., & Rossi, F. (2011). Changes to university IPR regulations in Europe and the impact on academic patenting. Research Policy, 40(8), 1068–1076.CrossRef Geuna, A., & Rossi, F. (2011). Changes to university IPR regulations in Europe and the impact on academic patenting. Research Policy, 40(8), 1068–1076.CrossRef
go back to reference Griliches, Z. (1990). Patent statistics as economic indicators - a survey. Journal of Economic Literature, 28(4), 1661–1707. Griliches, Z. (1990). Patent statistics as economic indicators - a survey. Journal of Economic Literature, 28(4), 1661–1707.
go back to reference Hall, B. H., Jaffe, A. B., & Trajtenberg, M. (2001). The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools, National Bureau of Economic Research Working Paper 8498. Hall, B. H., Jaffe, A. B., & Trajtenberg, M. (2001). The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools, National Bureau of Economic Research Working Paper 8498.
go back to reference Hall, B. H., Jaffe, A. B., & Trajtenberg, M. (2005). Market value and patent citations. RAND Journal of Economics, 36(1), 16–38. Hall, B. H., Jaffe, A. B., & Trajtenberg, M. (2005). Market value and patent citations. RAND Journal of Economics, 36(1), 16–38.
go back to reference Harhoff, D., Narin, F., Scherer, F. M., & Vopel, K. (1998). Citation frequency and the value of patented inventions. Review of Economics and Statistics, 81(3), 511–515.CrossRef Harhoff, D., Narin, F., Scherer, F. M., & Vopel, K. (1998). Citation frequency and the value of patented inventions. Review of Economics and Statistics, 81(3), 511–515.CrossRef
go back to reference Harhoff, D., Scherer, F. M., & Vopel, K. (2003). Citations, family size, opposition and the value of patent rights. Research Policy, 32(8), 1343–1363.CrossRef Harhoff, D., Scherer, F. M., & Vopel, K. (2003). Citations, family size, opposition and the value of patent rights. Research Policy, 32(8), 1343–1363.CrossRef
go back to reference Henderson, R. (1993). Underinvestment and incompetence as responses to radical innovation: Evidence from the photolithographic alignment equipment industry. RAND Journal of Economics, 24(2), 248–270.CrossRef Henderson, R. (1993). Underinvestment and incompetence as responses to radical innovation: Evidence from the photolithographic alignment equipment industry. RAND Journal of Economics, 24(2), 248–270.CrossRef
go back to reference Henderson, R., Jaffe, A. B., & Trajtenberg, M. (1998). Universities as a source of commercial technology: A detailed analysis of university patenting, 1965–1988. Review of Economics and Statistics, 80(1), 119–127.CrossRef Henderson, R., Jaffe, A. B., & Trajtenberg, M. (1998). Universities as a source of commercial technology: A detailed analysis of university patenting, 1965–1988. Review of Economics and Statistics, 80(1), 119–127.CrossRef
go back to reference Lanjouw, J. O., Pakes, A., & Putnam, J. (1998). How to count patents and value intellectual property: The uses of patent renewal and application data. The Journal of Industrial Economics, 46(4), 405–432.CrossRef Lanjouw, J. O., Pakes, A., & Putnam, J. (1998). How to count patents and value intellectual property: The uses of patent renewal and application data. The Journal of Industrial Economics, 46(4), 405–432.CrossRef
go back to reference Lanjouw, J. O., & Schankerman, M. (2001). Enforcing intellectual property rights. National Bureau of Economic Research Working Paper 8656. Lanjouw, J. O., & Schankerman, M. (2001). Enforcing intellectual property rights. National Bureau of Economic Research Working Paper 8656.
go back to reference Lanjouw, J. O., & Schankerman, M. (2004). Patent quality and research productivity: Measuring innovation with multiple indicators. The Economic Journal, 114(495), 441–465.CrossRef Lanjouw, J. O., & Schankerman, M. (2004). Patent quality and research productivity: Measuring innovation with multiple indicators. The Economic Journal, 114(495), 441–465.CrossRef
go back to reference Lester, R. K., & Piore, M. J. (2004). The missing dimension. Harvard University Press.CrossRef Lester, R. K., & Piore, M. J. (2004). The missing dimension. Harvard University Press.CrossRef
go back to reference Leten, B., Belderbos, R., & Van Looy, B. (2007). Technological diversification, coherence and performance of firms. The Journal of Product Innovation Management, 24(6), 567–579.CrossRef Leten, B., Belderbos, R., & Van Looy, B. (2007). Technological diversification, coherence and performance of firms. The Journal of Product Innovation Management, 24(6), 567–579.CrossRef
go back to reference Lissoni, F. (2012). Academic patenting in Europe: An overview of recent research and new perspectives. World Patent Information, 34(3), 197–205.CrossRef Lissoni, F. (2012). Academic patenting in Europe: An overview of recent research and new perspectives. World Patent Information, 34(3), 197–205.CrossRef
go back to reference Lissoni, F., Montobbio, F. (2015). The ownership academic patents and their impact. Evidence from five European countries. Revue Economique, 66(1), 143–171. Lissoni, F., Montobbio, F. (2015). The ownership academic patents and their impact. Evidence from five European countries. Revue Economique, 66(1), 143–171.
go back to reference Ljungberg, D., & McKelvey, M. (2012). What characterizes firms’ academic patents? Academic involvement in industrial inventions in Sweden. Industry and Innovation, 19(7), 585–606.CrossRef Ljungberg, D., & McKelvey, M. (2012). What characterizes firms’ academic patents? Academic involvement in industrial inventions in Sweden. Industry and Innovation, 19(7), 585–606.CrossRef
go back to reference Ljungberg, D., Bourelos, E., & McKelvey, M. (2013). Academic inventors, technological profiles and patent value: An analysis of academic patents owned by Swedish-based firms. Industry and Innovation, 20(5), 473–487.CrossRef Ljungberg, D., Bourelos, E., & McKelvey, M. (2013). Academic inventors, technological profiles and patent value: An analysis of academic patents owned by Swedish-based firms. Industry and Innovation, 20(5), 473–487.CrossRef
go back to reference Lotti, F., & Marin, G. (2013). Matching of PATSTAT applications to AIDA firms: discussion of the methodology and results, Questioni di Economia e Finanza, Occasional Paper, N 166, Banca d’Italia. Lotti, F., & Marin, G. (2013). Matching of PATSTAT applications to AIDA firms: discussion of the methodology and results, Questioni di Economia e Finanza, Occasional Paper, N 166, Banca d’Italia.
go back to reference March, J. G. (1991). Exploration and exploitation in organizational learning. Organization Science, 2(1), 71–87.CrossRef March, J. G. (1991). Exploration and exploitation in organizational learning. Organization Science, 2(1), 71–87.CrossRef
go back to reference Narin, F., Noma, E., & Perry, P. (1987). Patents as indicators of corporate technological strength. Research Policy, 16(2-4), 143–155.CrossRef Narin, F., Noma, E., & Perry, P. (1987). Patents as indicators of corporate technological strength. Research Policy, 16(2-4), 143–155.CrossRef
go back to reference Narin, F., Hamilton, K. S., & Olivastro, D. (1997). The increasing linkage between U.S. technology and public science. Research Policy, 26(3), 317–330.CrossRef Narin, F., Hamilton, K. S., & Olivastro, D. (1997). The increasing linkage between U.S. technology and public science. Research Policy, 26(3), 317–330.CrossRef
go back to reference Nelson, R. R., & Winter, S. G. (1982). An evolutionary theory of economic change. Harvard University Press. Nelson, R. R., & Winter, S. G. (1982). An evolutionary theory of economic change. Harvard University Press.
go back to reference OECD. (2013). Measuring patent quality: indicators of technological and economic value, OECD Science, Technology and Industry Working Papers, Organization for Economic Co-operation and Development, Paris. (Authors: Squicciarini, M., Dernis, H., and Criscuolo, C.). OECD. (2013). Measuring patent quality: indicators of technological and economic value, OECD Science, Technology and Industry Working Papers, Organization for Economic Co-operation and Development, Paris. (Authors: Squicciarini, M., Dernis, H., and Criscuolo, C.).
go back to reference Pakes, A., & Schankerman, M. (1984). The rate of obsolescence of patents, research gestation lags, and the private rate of return to research resources. In Z. Griliches (Ed.), R&D, patents, and productivity. University of Chicago Press. Pakes, A., & Schankerman, M. (1984). The rate of obsolescence of patents, research gestation lags, and the private rate of return to research resources. In Z. Griliches (Ed.), R&D, patents, and productivity. University of Chicago Press.
go back to reference Pakes, A. (1986). Patents as options: Some estimates of the value of holding European patent stocks. Econometrica, 54(4), 755–784.CrossRef Pakes, A. (1986). Patents as options: Some estimates of the value of holding European patent stocks. Econometrica, 54(4), 755–784.CrossRef
go back to reference Podolny, J. M., & Stuart, T. E. (1995). A role-based ecology of technological change. American Journal of Sociology, 100(5), 1224–1260.CrossRef Podolny, J. M., & Stuart, T. E. (1995). A role-based ecology of technological change. American Journal of Sociology, 100(5), 1224–1260.CrossRef
go back to reference Rosenkopf, L., & Nerkar, A. (2001). Beyond local search: Boundary-spanning, exploration, and impact in the optical disk industry. Strategic Management Journal, 22, 287–306. Rosenkopf, L., & Nerkar, A. (2001). Beyond local search: Boundary-spanning, exploration, and impact in the optical disk industry. Strategic Management Journal, 22, 287–306.
go back to reference Sampat, B. N., Mowery, D. C., & Ziedonis, A. (2003). Changes in university patent quality after the Bayh–Dole Act: A re-examination. International Journal of Industrial Organization, 21(9), 1371–1390.CrossRef Sampat, B. N., Mowery, D. C., & Ziedonis, A. (2003). Changes in university patent quality after the Bayh–Dole Act: A re-examination. International Journal of Industrial Organization, 21(9), 1371–1390.CrossRef
go back to reference Schumpeter, J. (1934). The theory of economic development; and inquiry into profits, capital, credit, interest and the business cycle. Harvard University Press. Schumpeter, J. (1934). The theory of economic development; and inquiry into profits, capital, credit, interest and the business cycle. Harvard University Press.
go back to reference Sørensen, J. B., & Stuart, T. E. (2000). Aging, obsolescence, and organizational innovation. Administrative Science Quarterly, 45(1), 81–112.CrossRef Sørensen, J. B., & Stuart, T. E. (2000). Aging, obsolescence, and organizational innovation. Administrative Science Quarterly, 45(1), 81–112.CrossRef
go back to reference Sterzi, V. (2013). Patent quality and ownership: an analysis of UK faculty patenting. Research Policy, 42(2), 564–576. Sterzi, V. (2013). Patent quality and ownership: an analysis of UK faculty patenting. Research Policy, 42(2), 564–576.
go back to reference Thomas, P., Research Inc, C. H. I., McMillan, G. S., & Abington, P. (2001). Using science and technology indicators to manage R&D as a business. Engineering Management Journal, 13(3), 9–14.CrossRef Thomas, P., Research Inc, C. H. I., McMillan, G. S., & Abington, P. (2001). Using science and technology indicators to manage R&D as a business. Engineering Management Journal, 13(3), 9–14.CrossRef
go back to reference Trajtenberg, M. (1990). A penny for your quotes: Patent citations and the value of innovations. The Rand Journal of Economics, 21(1), 172–187.CrossRef Trajtenberg, M. (1990). A penny for your quotes: Patent citations and the value of innovations. The Rand Journal of Economics, 21(1), 172–187.CrossRef
go back to reference Tripsas, M. (1997). Unravelling the process of creative destruction: Complementary assets and incumbent survival in the typesetter industry. Strategic Management Journal, 18(Summer Special issue), 119–142.CrossRef Tripsas, M. (1997). Unravelling the process of creative destruction: Complementary assets and incumbent survival in the typesetter industry. Strategic Management Journal, 18(Summer Special issue), 119–142.CrossRef
go back to reference Wooldridge, J. (1997). On two-stage least squares estimation of the average treatment effect in a random coefficient model. Economics Letters, 56(2), 129–133. Wooldridge, J. (1997). On two-stage least squares estimation of the average treatment effect in a random coefficient model. Economics Letters, 56(2), 129–133.
go back to reference Wooldridge, J. M. (2002). Econometric analysis of cross-section and panel data. Cambridge, Mass: MIT Press. Wooldridge, J. M. (2002). Econometric analysis of cross-section and panel data. Cambridge, Mass: MIT Press.
Metadata
Title
The Heterogeneous Impact of Academic Patent Characteristics on Firms’ Economic Performance
Authors
Giovanni Cerulli
Giovanni Marin
Eleonora Pierucci
Bianca Potì
Copyright Year
2022
DOI
https://doi.org/10.1007/978-3-030-84669-5_3

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