기업의 연구개발과 수출중단 위험률 분석
Effects of R&D investment on export market exit
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본 연구는 보 로그-로그(complementary log-log) 모형과 로짓(logit) 모형을 이용해 기업의 연구개발(R&D) 투자가 수출시장 중단 위험률(hazard)에 어떠한 영향을 미치는지에 대해 실증 분석하였다. 기업의 연구개발 활동을 내부 연구개발, 외부 연구개발, 내부와 외부 연구개발을 동시에 투자하는경우로 구분하여, 이러한 연구개발 활동이 기업의 수출 중단 위험률에 미치는 영향을 실증 분석하였다. 분석 결과, 기업이 내부 연구개발 투자를 하거나 또는 내부와 외부 연구개발을 동시에 투자하는 경우, 기업의 수출시장 중단 위험률이 낮게 나타났다. 그러나 기업이 외부 연구개발에만 투자하는경우, 이러한 연구개발 활동이 수출 중단 위험률에 미치는 영향은 통계적으로 유의하지 않았다. 이러한 실증 분석 결과는, 기업의 내부 연구개발 투자는 외부 지식을 기업의 특징에 맞게 활용하여 혁신을도모하고 경쟁력을 향상시키는 중요한 역할을 하는 것으로 판단할 수 있다. 본 연구 결과는 연구개발정책과 수출지원 정책에 다음과 같은 중요한 시사점을 제공한다. 수출 기업의 기술 경쟁력 강화를위해서 연구개발 활동을 적극적으로 지원할 필요가 있다. 특히, 기업의 수출활동 지속과 글로벌 기업으로서의 성장을 위해서, 기업의 내부 연구개발과 외부 연구개발 활동을 통한 다양한 혁신 활동이이루어 질 수 있도록 정책적 지원을 확대해야 하고, 글로벌 시장 진출을 통해 지속적인 성장이 이루어질 수 있도록 혁신 기술 기업에 대한 지원을 강화할 필요가 있다.
Abstract
This study investigates the effects of research and development (R&D) investment on export market exit hazard rates, with a focus on in-house R&D and R&D outsourcing. The empirical results using the random-effects complementary log-log model and logit model show that firms engaging only in internal R&D exhibit a lower hazard rate for export market exit. Conversely, firms engaging only in external R&D exhibit no statistically significant effects on the hazard rate. Furthermore, firms involved in both internal and external R&D have an even lower hazard rate, indicating a synergistic effect from conducting both internal and external R&D. The empirical results imply that internal R&D is pivotal in internalizing external knowledge as well as increasing competitiveness. Therefore, the empirical findings of this research suggest policy implications to assist exporting firms in conducting in-house R&D activities while engaging in external innovative collaborations. This could enhance their product competitiveness in the global market, facilitating continued exports and decreasing hazard rates in the export market.
참고문헌 (33)
- 신규 수출기업의 수출 지속⋅중단 현황과 시사점, "장상식", 한국무역협회 국제무역연구원, ~, pp.트레이드포커스 제28권 (2015)
- Aw, B. Y., "R&D investment, exporting, and productivity dynamics", American Economic Review, 101(4), pp.1312~1344 (2011)
- Barney, J., "Firm resources and sustained competitive advantage", Journal of Management, 17(1), pp.99~120 (1991)
- Berchicci, L., "Towards an open R&D system : Internal R&D Investment, External Knowledge Acquisition, and Innovative Performance", Research Policy, 42(1), pp.117~127 (2013)
- Bleaney, M., "Efficiency, innovation and exports", Oxford Bulletin of Economics and Statistics, 64(1), pp.3~15 (2002)
- Cassiman, B., "In search of complementarity in innovation strategy : Internal R&D and external knowledge acquisition", Management Science, 52(1), pp.68~82 (2006)
- Chaney, T., "Liquidity Constrained Exporters", Journal of Economic Dynamics and Control, 72, pp.141~154 (2016)
- Chen, W. C., "The Extensive and Intensive Margins of Exports : The Role of Innovation", The World Economy, 36(5), pp.607~635 (2013)
- Cohen, W. M., "Innovation and Learning : The Two Faces of R&D", Economic Journal, 99(397), pp.569~596 (1989)
- Cohen, W. M., "Absorptive Capacity : A New Perspective on Learning and Innovation", Administrative Science Quarterly, 35(1), pp.128~152 (1990)
- Elliott, R. J., "Innovation and the creative destruction of trade : A study of the intensive and extensive margins of trade for French firms", Oxford Bulletin of Economics and Statistics, 82(1), pp.180~208 (2020)
- Godart, O., "Surviving the Crisis : Foreign Multinationals Versus Domestic Firms", The World Economy, 35(10), pp.1305~1321 (2012)
- Export Market Exit, Financial Pressure, and the Crisis, "Görg, H.", ~, pp.CESifo Working Paper Series, No. 4363 (2013)
- Grimpe, C., "Balancing Internal and External Knowledge Acquisition : The Gains and Pains from R&D Outsourcing", Journal of Management Studies, 47(8), pp.1483~1509 (2010)
- Halpern, L., "Innovation, Productivity, and Exports : The Case of Hungary", Economics of Innovation and New Technology, 21(2), pp.151~173 (2012)
- Survival Analysis, "Jenkins, S. P.", Institute for Social and Economic Research, ~ (2005)
- Katila, R., "Something Old, Something New : A Longitudinal Study of Search Behavior and New Product Introduction", Academy of Management Journal, 45(6), pp.1183~1194 (2002)
- Kim, M., "Financial Constraints on the Export Market Exit of Domestic Firms versus Foreign Multinational Corporation Subsidiaries in South Korea", Applied Economics Letters, 26(9), pp.750~754 (2019)
- Krugman, P., "A model of innovation, technology transfer, and the world distribution of income", Journal of Political Economy, 87(2), pp.253~266 (1979)
- Laursen, K., "Open for Innovation: The Role of Openness in Explaining Innovation Performance among U.K. Manufacturing Firms", Strategic Management Journal, 27(2), pp.131~150 (2006)
- Lennox, C., "Identifying failing companies : A re-evaluation of the logit, probit, and DA approaches", Journal of Economics and Business, 51(4), pp.347~364 (1999)
- Love, J. H., "Internal Versus External R&D : A Study of R&D Choice with Sample Selection", International Journal of the Economics of Business, 9(2), pp.239~255 (2002)
- Luqman, M., "Does Innovation Affect Intensive and Extensive Margins of Exports? A Firm-Level Analysis", Journal of Economic Development, 47(3), pp.125~145 (2022)
- Maican, F., "The Dynamic Impact of Exporting on Firm R&D Investment", Journal of the European Economic Association, 21(4), pp.1318~1362 (2023)
- Melitz, M. J., "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity", Econometrica, 71(6), pp.1695~1725 (2003)
- OECD, "OECD Main Science and Technology Indicators", OECD, ~ (2022)
- Peters, B., "Firm R&D Investment and Export Market Exposure", Research Policy, 51(10), pp.104601~ (2022)
- Stanko, M. A., "Controversy in Innovation Outsourcing Research : Review, Synthesis, and Future Directions", R&D Management, 41(1), pp.8~20 (2011)
- StataCorp LLC, "Stata Base Reference Manual Release 14" (2015), Stata Press
- Wagner, J., "R&D Activities and Extensive Margins of Exports in Manufacturing Enterprises : First Evidence for Germany", The International Trade Journal, 31(3), pp.232~244 (2017)
- Weigelt, C., "The Impact of Outsourcing New Technologies on Integrative Capabilities and Performance", Strategic Management Journal, 30(6), pp.595~616 (2009)
- Wooldridge, J. M., "On Estimating Firm-Level Production Functions Using Proxy Variables to Control for Unobservables", Economics Letters, 104(3), pp.112~114 (2009)
