Fazlıoğlu, Burcu and Dalgıç, Başak and Yereli, Ahmet Burçin (2016): The Effect of Innovation on Productivity: Evidence from Turkish Manufacturing Firms.
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Abstract
This paper explores the effects of firms’ innovation activities on their productivity changes systematically for Turkish manufacturing firms differentiating between different typologies of innovation. To do so, we utilize a recent and comprehensive firm level dataset over the period 2003-2014, mainly constructed on the four consecutive waves of the “Community Innovation Surveys”. We employ endogenous switching methodology controlling for endogeneity and selection bias issues as well as analyzing counterfactual scenarios. The main finding of the study points to firm heterogeneity in terms of both propensity to innovate and their benefiting from innovation activities. Our results indicate that all types of innovation activity have positive effects on the productivity of firms with respect to non-innovating firms. Further, we find robust evidence for the differential impact of innovation on firm productivity across different innovation types.
Item Type: | MPRA Paper |
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Original Title: | The Effect of Innovation on Productivity: Evidence from Turkish Manufacturing Firms |
English Title: | The Effect of Innovation on Productivity: Evidence from Turkish Manufacturing Firms |
Language: | English |
Keywords: | Internal and External R&D, Product and Process Innovation, Organizational and Marketing Innovation, Firm Productivity |
Subjects: | D - Microeconomics > D2 - Production and Organizations > D22 - Firm Behavior: Empirical Analysis L - Industrial Organization > L2 - Firm Objectives, Organization, and Behavior > L25 - Firm Performance: Size, Diversification, and Scope O - Economic Development, Innovation, Technological Change, and Growth > O3 - Innovation ; Research and Development ; Technological Change ; Intellectual Property Rights > O30 - General |
Item ID: | 75773 |
Depositing User: | Burcu Fazlıoğlu |
Date Deposited: | 25 Dec 2016 01:32 |
Last Modified: | 26 Sep 2019 11:08 |
References: | Adamchik, V. A. Bedi, A. S. (2000) Wage differentials between the public and the private sectors: evidence from an economy in transition, Labour economics, 7, 203–24. Aghion, P. Howitt, P. (1992) A model of growth through creative destruction, Econometrica, 60, 323–51. Armbruster, H., Bikfalvi, A., Kinkel, S., Lay, G. (2008). Organizational innovation: The challenge of measuring non-technical innovation in large-scale surveys. Technovation, 28(10), 644-657. Baker, W. E., Sinkula, J. M. (1999). Learning orientation, market orientation, and innovation: Integrating and extending models of organizational performance. Journal of market-focused management, 4(4), 295-308. Balasubramanian, N., Sivadasan, J. (2011). What happens when firms patent? New evidence from US economic census data. The Review of Economics and Statistics, 93(1), 126-146. Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of management, 17(1), 99-120. Bhattacharya, M., Bloch, H. (2004). Determinants of innovation. Small Business Economics, 22(2), 155-162. Bloom, N., Van Reenen, J. (2002). Patents, real options and firm performance. The Economic Journal, 112(478), C97-C116. Caroli, E., Van Reenen, J., 2001. Skill biased organizational change? Evidence from a panel of British and French establishments. The Quarterly Journal of Economics 116 (4), 1149–1192. Chudnovsky, D., López, A. Pupato, G. (2006) Innovation and productivity in developing countries: a study of Argentine manufacturing firms’ behavior (1992–2001), Research Policy, 35, 266–88. Crepon, B., Duguet, E. Mairessec, J. (1998) Research, innovation and productivity: an econometric analysis at the firm level, Economics of Innovation and New Technology, 7, 115–58. Damanpour, F., Szabat, K.A., Evan, W.M., 1989. The relationship between types of innovation and organizational performance. Journal of Management Studies 26 (6), 587–601. Doran, J. (2012) Are differing forms of innovation complements or substitutes? European Journal of Innovation Management, 15, 351–71. Duguet, E. (2006) Innovation height, spillovers and TFP growth at the firm level: evidence from French manufacturing, Economics of Innovation and New Technology, 15, 415–42. Dutoit, L. C. (2007) Heckman’s Selection Model, Endogenous and Exogenous Switching Models, A Survey. The Selected Works of Laure C Dutoit. http://works. bepress. com/laure_dutoit/3. Freeman, C., and Soete, L. (1997). The economics of industrial innovation. Psychology Press. Galia, F. & Legros, D. (2004) Complementarities between obstacles to innovation: evidence from France, Research Policy, 33, 1185–99. Gallini, N. T. (2002). The economics of patents: Lessons from recent US patent reform. The Journal of Economic Perspectives, 16(2), 131-154. Garcia, R., and Calantone, R. (2002). A critical look at technological innovation typology and innovativeness terminology: a literature review. Journal of product innovation management, 19(2), 110-132. Goldman, S., Nagel, R., Preiss, K., 1995. Agile Competitors and Virtual Organisations: Strategies for Enriching the Customer. Van Nostrand Reinhold, New York, NY. Greene, W. H. (2003) Econometric Analysis, 5th ed., Upper Saddle River, NJ, Prentice Hall. Greenan, N., 2003. Organizational change, technology, employment and skills: an empirical study of French manufacturing. Cambridge Journal of Economics 27, 287–316. Griffith, R., Huergo, E., Mairesse, J., Peters, B. (2006). Innovation and productivity across four European countries. Oxford review of economic policy, 22(4), 483-498. Griliches, Z. (1979). Issues in assessing the contribution of research and development to productivity growth. The bell journal of economics, 92-116. Griliches, Z. (1996). Education, human capital, and growth: a personal perspective (No. w5426). National Bureau of Economic Research. Griliches, Z. (1998). Patent statistics as economic indicators: a survey. In R&D and productivity: the econometric evidence (pp. 287-343). University of Chicago Press. Griliches, Z. and J. Mairesse (1995), Production Functions: the Search for Identification, National Bureau of Economic Research. No. w5067. Hall, B. H. (2003). Business method patents, innovation, and policy (No. w9717). National Bureau of Economic Research. Hall, B. H. (2011). Innovation and productivity (No. w17178). National bureau of economic research. Hall, B. H., Lotti, F. Mairesse, J. (2009) Innovation and productivity in SMEs: empirical evidence for Italy, Small Business Economics, 33, 13–33. Hall, B.H., and J. Mairesse (1995) “Exploring The Relationship Between R&D and Productivity in French Manufacturing Firms.” Journal of Econometrics, 65(1): 263-293. Hall, B. H., Mairesse, J., Mohnen, P. (2010). Measuring the Returns to R&D. Handbook of the Economics of Innovation, 2, 1033-1082. Hammer, M., Champy, J., 1993. Reengineering the Corporation. Harper Business. Heckman, J. J. (1979) Sample selection bias as a specification error, Econometrica, 47, 153–61. Heckman, J. J., J. L. Tobias, and E. J. Vytlacil. 2001. Four Parameters of Interest in the Evaluation of Social Programs. Southern Economic Journal 68(2): 210–233. Hong, S., Oxley, L. Mccann, P. (2012) A survey of innovation surveys, Journal of Economic Surveys, 26, 420–44. Janz, N., Lööf, H. Peters, B. (2004) Firm level innovation and productivity – is there a common story across countries, Problems and Perspectives in Management, 2, 184–204. Jefferson, G. H., Huamao, B., Xiaojing, G. Xiaoyun, Y. (2006) R&D performance in Chinese industry, Economics of Innovation and New Technology, 15, 345–66. Klepper, S. (1996) Entry, exit, growth, and innovation over the product life cycle, The American Economic Review, 86, 562–83. Kline, J. Rosenberg, N. (1986) An overview of innovation, in: R. Landau J. Rosenberg (eds) The Positive Sum Strategy: Harnessing Technology for Economic Growth, pp. 275–305, Washington, National Academy Press. Kraft, K. (1990). Are product and process innovations independent of each other?. Applied Economics, 22(8), 1029-1038. Lee, L.-F. (1978) Unionism and wage rates: a simultaneous equations model with qualitative and limited dependent variables, International Economic Review, 19, 415–33. Levin, R. C., Klevorick, A. K., Nelson, R. R., Winter, S. G., Gilbert, R., Griliches, Z. (1987). Appropriating the returns from industrial research and development. Brookings papers on economic activity, 1987(3), 783-831. Levin, S. G., Levin, S. L., Meisel, J. B. (1985). Intermarket differences in the early diffusion of an innovation. Southern Economic Journal, 672-680. Levinsohn, J., and A. Petrin (2003) “Estimating Production Functions Using Inputs to Control for Unobservables.” The Review of Economic Studies, 70(2): 317-341. Lokshin, M. Sajaia, Z. (2004) Maximum likelihood estimation of endogenous switching regression models, Stata Journal, 4, 282–89. Lööf, H. Heshmati, A. (2006) On the relationship between innovation and performance: a sensitivity analysis, Economics of Innovation and New Technology, 15, 317–44. Mansfield, E. (1986). Patents and innovation: an empirical study. Management science, 32(2), 173-181. Mairesse, J., Sassenou, M. (1991). R&D productivity: A survey of econometric studies at the firm level (No. w3666). National Bureau of Economic Research. Mairesse, J., Mohnen, P. (2010). Using innovation surveys for econometric analysis. Handbook of the Economics of Innovation, 2, 1129-1155. Mairesse, J., Mohnen, P. Kremp, E. (2005) The importance of R&D and innovation for productivity: a reexamination in light of the French innovation survey, Annales d’Economie et de Statistique, 79/80, 487–527. Mairesse, J. Robin, S. (2009) Innovation and Productivity: A Firm-lever Analysis for French Manufacturing and Services Using CIS3 and CIS4 Data (1998–2000 and 2002–2004), Working paper, Paris: CREST-ENSAE. http:// congres.afse.fr/docs/2010/543572jmsr_ep2009.pdf Martínez‐Ros, E., Labeaga, J. M. (2009). Product and process innovation: Persistence and complementarities. European Management Review, 6(1), 64-75. Masso, J. Vahter, P. (2008) Technological innovation and productivity in late-transition Estonia: econometric evidence from innovation surveys, The European Journal of Development Research, 20, 240–61. Mohnen, P. Hall, B. H. (2013) Innovation and productivity: an update, Eurasian Business Review, 3(1), 47–65. Mohnen, P., Röller, L. H. (2005) Complementarities in innovation policy. European Economic Review, 49(6), 1431-1450. Mol, M. J. Birkinshaw, J. (2009) The sources of management innovation: when firms introduce new management practices, Journal of Business Research, 62, 1269–80. Mytelka, L. K., Dytianquin, N., Gachino, G., Goedhuys, M., Oyeyinka, B., Parto, S., Arundel, A. (2004). Designing a policy-relevant innovation survey for NEPAD. Ohnemus, J. (2007) Does IT outsourcing increase firm success? An empirical assessment using firm-level data, An Empirical Assessment Using Firm-Level Data, 7–87. http://www.econstor.eu/bitstream/10419/24671/1/ dp07087.pdf Olley, G.S. and A. Pakes (1996) “The Dynamics of Productivity in Telecommunications Equipment Industry.” Econometrica, 64 (6): 1263-1297. Organization for Economic Cooperation and Development OECD.(1992, 1996, 2005), Oslo Manual: Guidelines for Collecting and Interpreting Innovation Data Paris, 1st, 2nd, 3rd edition. Pakes, A., Griliches, Z. (1980). Patents and R&D at the firm level: A first report. Economics letters, 5(4), 377-381. Piva, M., Vivarelli, M., 2002. The skill bias: comparative evidence and an econometric test. International Review of Applied Economics, 16 (3), 347–358. Porter, M. E. (1985) Competitive Advantage, New York, Free Press. Raffo, J., Lhuillery, S. Miotti, L. (2008) Northern and southern innovativity: a comparison across European and Latin American countries, The European Journal of Development Research, 20, 219–39. Romer, P. M. (1990) Endogenous technological change, Journal of Political Economy, 98, S71–102. Roper, S., Du, J. Love, J. H. (2008) Modelling the innovation value chain, Research Policy, 37, 961–77. Schumpeter, J. A. (1934) The Theory of Economic Development. Cambridge, U.S, Harvard University Press. Schumpeter, J. A. (1942) Capitalism, Socialism, and Democracy, New York, Harper and Brothers. Solow, R. M. (1957). Technical change and the aggregate production function. The review of Economics and Statistics, 312-320. Teece, D. J., Pisano, G., Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic management journal, 509-533. Utterback, J. M., Abernathy, W. J. (1975). A dynamic model of process and product innovation. Omega, 3(6), 639-656. Van Leeuwen, G. Klomp, L. (2006) On the contribution of innovation to multi-factor productivity growth, Economics of Innovation and New Technology, 15, 367–90. Vega-Jurado, J., Gutiérrez-Gracia, A., Fernández-De-Lucio, I. Manjarrés-Henríquez, L. (2008) The effect of external and internal factors on firms’ product innovation, Research Policy, 37, 616–32. Webster, E. (2004). Firms' decisions to innovate and innovation routines. Economics of Innovation and New Technology, 13(8), 733-745. Wernerfelt, B. (1984). A resource‐based view of the firm. Strategic management journal, 5(2), 171-180. Womack, J., Jones, D., Roos, D., 1990. The Machine That Changed the World: The Story of Lean Production. Harper Perennial, New York. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/75773 |