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題名 經由供應鏈共址實現創新產出
Innovation Outputs through Co-location in Supply chain作者 劉日弘
Liu, Jih-Hung貢獻者 李曉惠
Lee,Hsiao-Hui
劉日弘
Liu, Jih-Hung關鍵詞 共址
地理溢出
創新績效
Co-location
Geographic spillover
Innovation日期 2022 上傳時間 2-Dec-2022 15:21:14 (UTC+8) 摘要 本研究期望透過觀察供應商企業與其供應鏈夥伴的共址關係與否以了解其與該供應商企業創新績效之間的關聯，以及共址區域的相似產業溢出程度將如何調節兩者之間的關係。本研究以美國為例，以混合估計模型 分析自 1989 年至 2017 年期間美國境內的技術密集型企業數據，其中包含了837間各自獨立的供應商、1335個供應商-客户配對以及4個產業類別。研究結果顯示，部分產業的共址關係確實會對供應商企業的創新績效產生積極的影響。除此之外，共址區域的相似產業溢出程度也會因應供應商產業的不同而對共址帶來的效益帶來不同的調節效果。
This paper aims to examine whether the decision of a supplier firm’s facilities to be co-located with its supply chain partners brings positive effects to the supplier firm`s innovation performance, and how the geographic spillover resulted from the co-location decision moderates this relation. Take the U.S. as an example. Using pooled regressions, we collect data from 837 US-based technology-intensive firms (which give us 1,335 supplier-buyer pairs), classify these firms into four industry categories, and analyze their innovation performance from 1989 to 2017. Our empirical results show that co-location for some industries indeed are positive associated with the innovation performance of supplier firms. However, geographic spillover in the co-located areas also moderates the benefits of co-location differently depending on the supplier`s industry.參考文獻 Adams, J. D. and A. B. Jaffe (1996). Bounding the effects of R&D: An investigation using matched establishment-firm data, National bureau of economic research Cambridge, Mass., USA.Alcacer, J. and J. Oxley (2014). "Learning by supplying." Strategic Management Journal 35(2): 204-223.Almeida, P. (1996). "Knowledge sourcing by foreign multinationals: Patent citation analysis in the US semiconductor industry." Strategic Management Journal 17(S2): 155-165.Antonelli, C., et al. (2013). "Internal and external factors in innovation persistence." Economics of Innovation and New Technology 22(3): 256-280.Aspelund, A., et al. (2005). "Initial resources` influence on new venture survival: a longitudinal study of new technology-based firms." Technovation 25(11): 1337-1347.Audretsch, D. B. (1995). "Innovation, growth and survival." International journal of industrial organization 13(4): 441-457.Belderbos, R., et al. (2004). "Cooperative R&D and firm performance." Research policy 33(10): 1477-1492.Bernstein, J. I. and M. I. Nadiri (1988). Interindustry R&D spillovers, rates of return, and production in high-tech industries, National Bureau of Economic Research Cambridge, Mass., USA.Bernstein, J. I. and M. I. Nadiri (1989). "Research and development and intra-industry spillovers: an empirical application of dynamic duality." The Review of Economic Studies 56(2): 249-267.Bloom, N., et al. (2013). "Identifying technology spillovers and product market rivalry." Econometrica 81(4): 1347-1393.Cannon, J. P. and C. Homburg (2001). "Buyer–supplier relationships and customer firm costs." Journal of marketing 65(1): 29-43.Cefis, E. and O. Marsili (2006). "Survivor: The role of innovation in firms’ survival." Research policy 35(5): 626-641.Chan, L. K., et al. (2001). "The stock market valuation of research and development expenditures." The Journal of finance 56(6): 2431-2456.Chesbrough, H. (2003). "The logic of open innovation: managing intellectual property." California management review 45(3): 33-58.Chesbrough, H., et al. (2006). "Open innovation." The new Imperative for creating and profiting from technology 1.Chu, Y., et al. (2019). "Corporate innovation along the supply chain." Management science 65(6): 2445-2466.Ciccone, A. and R. Hall (1996). "Productivity and the Density of Economic Activity, in “American Economic Review”, vol. 86."."Cohen, W. M., et al. (2002). "Links and impacts: the influence of public research on industrial R&D." Management science 48(1): 1-23.Dasgupta, M. (2015). "Exploring the relevance of case study research." Vision 19(2): 147-160.Dyer, J. H. and K. Nobeoka (2000). "Creating and managing a high‐performance knowledge‐sharing network: the Toyota case." Strategic Management Journal 21(3): 345-367.Fawcett, S. E., et al. (2012). "Peeking inside the black box: toward an understanding of supply chain collaboration dynamics." Journal of supply chain management 48(1): 44-72.Feldman, M. P. (1994). "Knowledge complementarity and innovation." Small business economics 6(5): 363-372.Fleming, L. (2001). "Recombinant uncertainty in technological search." Management science 47(1): 117-132.Fleming, L., et al. (2007). "Collaborative brokerage, generative creativity, and creative success." Administrative science quarterly 52(3): 443-475.Gibbert, M., et al. (2002). "Five styles of customer knowledge management, and how smart companies use them to create value." European management journal 20(5): 459-469.Glaeser, E. L., et al. (1992). "Growth in cities." Journal of political economy 100(6): 1126-1152.Griliches, Z. (1979). "Issues in assessing the contribution of research and development to productivity growth." The bell journal of economics: 92-116.Hall, B. H., et al. (2001). The NBER patent citation data file: Lessons, insights and methodological tools, National Bureau of Economic Research Cambridge, Mass., USA.Hall, B. H. and R. H. Ziedonis (2001). "The patent paradox revisited: an empirical study of patenting in the US semiconductor industry, 1979-1995." rand Journal of Economics: 101-128.Harris, R. and J. Moffat (2011). "R&D, innovation and exporting."Hertzel, M. G., et al. (2008). "Inter-firm linkages and the wealth effects of financial distress along the supply chain." Journal of Financial Economics 87(2): 374-387.Hsu, P. H., et al. (2021). "Supply chain technology spillover, customer concentration, and product invention." Journal of Economics & Management Strategy.Ikeuchi, K., et al. (2015). "Epidemiology of nontraumatic osteonecrosis of the femoral head in Japan." Modern rheumatology 25(2): 278-281.Jaffe, A. B. (1986). Technological opportunity and spillovers of R&D: evidence from firms` patents, profits and market value, national bureau of economic research Cambridge, Mass., USA.Jaffe, A. B. (1988). "Demand and supply influences in R & D intensity and productivity growth." The Review of Economics and Statistics: 431-437.Jaffe, A. B. (1989). "Real effects of academic research." The American economic review: 957-970.Jaffe, A. B., et al. (1993). "Geographic localization of knowledge spillovers as evidenced by patent citations." the Quarterly journal of Economics 108(3): 577-598.Kolay, M., et al. (2016). "Spreading the misery? Sources of bankruptcy spillover in the supply chain." Journal of Financial and Quantitative Analysis 51(6): 1955-1990.Lev, B. and T. Sougiannis (1996). "The capitalization, amortization, and value-relevance of R&D." Journal of accounting and economics 21(1): 107-138.Levinthal, D. A. (1997). "Adaptation on rugged landscapes." Management science 43(7): 934-950.Levinthal, D. A. and J. G. March (1993). "The myopia of learning." Strategic Management Journal 14(S2): 95-112.Li, G.-C., et al. (2014). "Disambiguation and co-authorship networks of the US patent inventor database (1975–2010)." Research policy 43(6): 941-955.Liker, J. K. and T. Y. Choi (2004). "Building deep supplier relationships." Harvard business review 82(12): 104-113.Lychagin, S., et al. (2016). "Spillovers in space: does geography matter?" The Journal of Industrial Economics 64(2): 295-335.Mowery, D. C., et al. (1996). "Strategic alliances and interfirm knowledge transfer." Strategic Management Journal 17(S2): 77-91.Nelson, R. R. and S. G. Winter (1982). "The Schumpeterian tradeoff revisited." The American economic review 72(1): 114-132.Prabhu, J. C., et al. (2005). "The impact of acquisitions on innovation: poison pill, placebo, or tonic?" Journal of marketing 69(1): 114-130.Prahalad, C. K. and V. Ramaswamy (2004). The future of competition: Co-creating unique value with customers, Harvard Business Press.Skinner, D. J. (2008). "The evolving relation between earnings, dividends, and stock repurchases." Journal of Financial Economics 87(3): 582-609.Sobrero, M. and E. B. Roberts (2001). "The trade-off between efficiency and learning in interorganizational relationships for product development." Management science 47(4): 493-511.Sougiannis, T. (1994). "The accounting based valuation of corporate R&D." Accounting review: 44-68.Titman, S. and R. Wessels (1988). "The determinants of capital structure choice." The Journal of finance 43(1): 1-19.Vickery, S. K., et al. (2003). "The effects of an integrative supply chain strategy on customer service and financial performance: an analysis of direct versus indirect relationships." Journal of operations management 21(5): 523-539.Von Hippel, E. (2009). "Democratizing innovation: the evolving phenomenon of user innovation." International Journal of Innovation Science. 描述 碩士
國立政治大學
資訊管理學系
109356042資料來源 http://thesis.lib.nccu.edu.tw/record/#G0109356042 資料類型 thesis dc.contributor.advisor 李曉惠 zh_TW dc.contributor.advisor Lee,Hsiao-Hui en_US dc.contributor.author (Authors) 劉日弘 zh_TW dc.contributor.author (Authors) Liu, Jih-Hung en_US dc.creator (作者) 劉日弘 zh_TW dc.creator (作者) Liu, Jih-Hung en_US dc.date (日期) 2022 en_US dc.date.accessioned 2-Dec-2022 15:21:14 (UTC+8) - dc.date.available 2-Dec-2022 15:21:14 (UTC+8) - dc.date.issued (上傳時間) 2-Dec-2022 15:21:14 (UTC+8) - dc.identifier (Other Identifiers) G0109356042 en_US dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/142644 - dc.description (描述) 碩士 zh_TW dc.description (描述) 國立政治大學 zh_TW dc.description (描述) 資訊管理學系 zh_TW dc.description (描述) 109356042 zh_TW dc.description.abstract (摘要) 本研究期望透過觀察供應商企業與其供應鏈夥伴的共址關係與否以了解其與該供應商企業創新績效之間的關聯，以及共址區域的相似產業溢出程度將如何調節兩者之間的關係。本研究以美國為例，以混合估計模型 分析自 1989 年至 2017 年期間美國境內的技術密集型企業數據，其中包含了837間各自獨立的供應商、1335個供應商-客户配對以及4個產業類別。研究結果顯示，部分產業的共址關係確實會對供應商企業的創新績效產生積極的影響。除此之外，共址區域的相似產業溢出程度也會因應供應商產業的不同而對共址帶來的效益帶來不同的調節效果。 zh_TW dc.description.abstract (摘要) This paper aims to examine whether the decision of a supplier firm’s facilities to be co-located with its supply chain partners brings positive effects to the supplier firm`s innovation performance, and how the geographic spillover resulted from the co-location decision moderates this relation. Take the U.S. as an example. Using pooled regressions, we collect data from 837 US-based technology-intensive firms (which give us 1,335 supplier-buyer pairs), classify these firms into four industry categories, and analyze their innovation performance from 1989 to 2017. Our empirical results show that co-location for some industries indeed are positive associated with the innovation performance of supplier firms. However, geographic spillover in the co-located areas also moderates the benefits of co-location differently depending on the supplier`s industry. en_US dc.description.tableofcontents 第一章、緒論 1第一節、研究動機 1第二節、研究問題與目的 3第二章、文獻回顧 6第一節、創新與外部知識 6第二節、產業及地區外溢 7第三節、供應鏈外溢 8第四節、產業互補性 10第三章 研究架構與方法 11第一節、假說推演 11第二節、資料描述 13第三節、變數定義 15第四節、研究模型 20第四章、結果分析 21第一節、供應鏈共址與供應商創新產出 21第二節、共址鄰近地區相似產業溢出的調節作用 24第三節、穩定性測試 24第五章、結論與研究限制 27第一節、總結與討論 27第二節、限制與未來方向 29參考文獻 30 zh_TW dc.format.extent 1207044 bytes - dc.format.mimetype application/pdf - dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0109356042 en_US dc.subject (關鍵詞) 共址 zh_TW dc.subject (關鍵詞) 地理溢出 zh_TW dc.subject (關鍵詞) 創新績效 zh_TW dc.subject (關鍵詞) Co-location en_US dc.subject (關鍵詞) Geographic spillover en_US dc.subject (關鍵詞) Innovation en_US dc.title (題名) 經由供應鏈共址實現創新產出 zh_TW dc.title (題名) Innovation Outputs through Co-location in Supply chain en_US dc.type (資料類型) thesis en_US dc.relation.reference (參考文獻) Adams, J. D. and A. B. Jaffe (1996). Bounding the effects of R&D: An investigation using matched establishment-firm data, National bureau of economic research Cambridge, Mass., USA.Alcacer, J. and J. Oxley (2014). "Learning by supplying." Strategic Management Journal 35(2): 204-223.Almeida, P. (1996). "Knowledge sourcing by foreign multinationals: Patent citation analysis in the US semiconductor industry." Strategic Management Journal 17(S2): 155-165.Antonelli, C., et al. (2013). "Internal and external factors in innovation persistence." Economics of Innovation and New Technology 22(3): 256-280.Aspelund, A., et al. (2005). "Initial resources` influence on new venture survival: a longitudinal study of new technology-based firms." Technovation 25(11): 1337-1347.Audretsch, D. B. (1995). "Innovation, growth and survival." International journal of industrial organization 13(4): 441-457.Belderbos, R., et al. (2004). "Cooperative R&D and firm performance." Research policy 33(10): 1477-1492.Bernstein, J. I. and M. I. Nadiri (1988). Interindustry R&D spillovers, rates of return, and production in high-tech industries, National Bureau of Economic Research Cambridge, Mass., USA.Bernstein, J. I. and M. I. Nadiri (1989). "Research and development and intra-industry spillovers: an empirical application of dynamic duality." The Review of Economic Studies 56(2): 249-267.Bloom, N., et al. (2013). "Identifying technology spillovers and product market rivalry." Econometrica 81(4): 1347-1393.Cannon, J. P. and C. Homburg (2001). "Buyer–supplier relationships and customer firm costs." Journal of marketing 65(1): 29-43.Cefis, E. and O. Marsili (2006). "Survivor: The role of innovation in firms’ survival." Research policy 35(5): 626-641.Chan, L. K., et al. (2001). "The stock market valuation of research and development expenditures." The Journal of finance 56(6): 2431-2456.Chesbrough, H. (2003). "The logic of open innovation: managing intellectual property." California management review 45(3): 33-58.Chesbrough, H., et al. (2006). "Open innovation." The new Imperative for creating and profiting from technology 1.Chu, Y., et al. (2019). "Corporate innovation along the supply chain." Management science 65(6): 2445-2466.Ciccone, A. and R. Hall (1996). "Productivity and the Density of Economic Activity, in “American Economic Review”, vol. 86."."Cohen, W. M., et al. (2002). "Links and impacts: the influence of public research on industrial R&D." Management science 48(1): 1-23.Dasgupta, M. (2015). "Exploring the relevance of case study research." Vision 19(2): 147-160.Dyer, J. H. and K. Nobeoka (2000). "Creating and managing a high‐performance knowledge‐sharing network: the Toyota case." Strategic Management Journal 21(3): 345-367.Fawcett, S. E., et al. (2012). "Peeking inside the black box: toward an understanding of supply chain collaboration dynamics." Journal of supply chain management 48(1): 44-72.Feldman, M. P. (1994). "Knowledge complementarity and innovation." Small business economics 6(5): 363-372.Fleming, L. (2001). "Recombinant uncertainty in technological search." Management science 47(1): 117-132.Fleming, L., et al. (2007). "Collaborative brokerage, generative creativity, and creative success." Administrative science quarterly 52(3): 443-475.Gibbert, M., et al. (2002). "Five styles of customer knowledge management, and how smart companies use them to create value." European management journal 20(5): 459-469.Glaeser, E. L., et al. (1992). "Growth in cities." Journal of political economy 100(6): 1126-1152.Griliches, Z. (1979). "Issues in assessing the contribution of research and development to productivity growth." The bell journal of economics: 92-116.Hall, B. H., et al. (2001). The NBER patent citation data file: Lessons, insights and methodological tools, National Bureau of Economic Research Cambridge, Mass., USA.Hall, B. H. and R. H. Ziedonis (2001). "The patent paradox revisited: an empirical study of patenting in the US semiconductor industry, 1979-1995." rand Journal of Economics: 101-128.Harris, R. and J. Moffat (2011). "R&D, innovation and exporting."Hertzel, M. G., et al. (2008). "Inter-firm linkages and the wealth effects of financial distress along the supply chain." Journal of Financial Economics 87(2): 374-387.Hsu, P. H., et al. (2021). "Supply chain technology spillover, customer concentration, and product invention." Journal of Economics & Management Strategy.Ikeuchi, K., et al. (2015). "Epidemiology of nontraumatic osteonecrosis of the femoral head in Japan." Modern rheumatology 25(2): 278-281.Jaffe, A. B. (1986). Technological opportunity and spillovers of R&D: evidence from firms` patents, profits and market value, national bureau of economic research Cambridge, Mass., USA.Jaffe, A. B. (1988). "Demand and supply influences in R & D intensity and productivity growth." The Review of Economics and Statistics: 431-437.Jaffe, A. B. (1989). "Real effects of academic research." The American economic review: 957-970.Jaffe, A. B., et al. (1993). "Geographic localization of knowledge spillovers as evidenced by patent citations." the Quarterly journal of Economics 108(3): 577-598.Kolay, M., et al. (2016). "Spreading the misery? Sources of bankruptcy spillover in the supply chain." Journal of Financial and Quantitative Analysis 51(6): 1955-1990.Lev, B. and T. Sougiannis (1996). "The capitalization, amortization, and value-relevance of R&D." Journal of accounting and economics 21(1): 107-138.Levinthal, D. A. (1997). "Adaptation on rugged landscapes." Management science 43(7): 934-950.Levinthal, D. A. and J. G. March (1993). "The myopia of learning." Strategic Management Journal 14(S2): 95-112.Li, G.-C., et al. (2014). "Disambiguation and co-authorship networks of the US patent inventor database (1975–2010)." Research policy 43(6): 941-955.Liker, J. K. and T. Y. Choi (2004). "Building deep supplier relationships." Harvard business review 82(12): 104-113.Lychagin, S., et al. (2016). "Spillovers in space: does geography matter?" The Journal of Industrial Economics 64(2): 295-335.Mowery, D. C., et al. (1996). "Strategic alliances and interfirm knowledge transfer." Strategic Management Journal 17(S2): 77-91.Nelson, R. R. and S. G. Winter (1982). "The Schumpeterian tradeoff revisited." The American economic review 72(1): 114-132.Prabhu, J. C., et al. (2005). "The impact of acquisitions on innovation: poison pill, placebo, or tonic?" Journal of marketing 69(1): 114-130.Prahalad, C. K. and V. Ramaswamy (2004). The future of competition: Co-creating unique value with customers, Harvard Business Press.Skinner, D. J. (2008). "The evolving relation between earnings, dividends, and stock repurchases." Journal of Financial Economics 87(3): 582-609.Sobrero, M. and E. B. Roberts (2001). "The trade-off between efficiency and learning in interorganizational relationships for product development." Management science 47(4): 493-511.Sougiannis, T. (1994). "The accounting based valuation of corporate R&D." Accounting review: 44-68.Titman, S. and R. Wessels (1988). "The determinants of capital structure choice." The Journal of finance 43(1): 1-19.Vickery, S. K., et al. (2003). "The effects of an integrative supply chain strategy on customer service and financial performance: an analysis of direct versus indirect relationships." Journal of operations management 21(5): 523-539.Von Hippel, E. (2009). "Democratizing innovation: the evolving phenomenon of user innovation." International Journal of Innovation Science. zh_TW dc.identifier.doi (DOI) 10.6814/NCCU202201703 en_US
