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Dynamic Technological Diversification and Its Impact on Firms’ Performance: An Empirical Analysis of Korean IT Firms

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  • Sang Ho Kook

    (Graduate School of Management of Technology, Korea University, Seongbuk-gu, Seoul 02841, Korea)

  • Ki Hong Kim

    (Graduate School of Industrial Management Engineering, Korea University, Seongbuk-gu, Seoul 02841, Korea)

  • Chulung Lee

    (Division of Industrial Management Engineering, Korea University, Seongbuk-gu, Seoul 02841, Korea)

Abstract

This paper aims to analyze the influence of the technological diversification on a firm’s innovation capabilities and investigates the effect of various strategies on the firm’s financial performance in a technology-oriented environment. We employ the entropy measurement to calculate technological diversification with 2095 patents, which are applied from years 2009 to 2011 by 507 firms that have participated in Korean government Information Technology (IT) Research and Development (R&D) supporting programs. In our framework, a firm should not diversify among the related technology fields, but should concentrate on a specific technology to reinforce the competitive advantage. However, in the case of the firms with sufficient resources, increasing technological diversification among the unrelated technology fields plays a key role on the firms’ performance. Furthermore, the degree of the technological diversification should be adjusted dynamically in compliance with the change of a firm’s innovation capabilities. Therefore, these results suggest that a firm should develop differentiated competitiveness through specialization by prioritizing its capabilities, and then exploit unrelated technological diversification to search for new opportunities.

Suggested Citation

  • Sang Ho Kook & Ki Hong Kim & Chulung Lee, 2017. "Dynamic Technological Diversification and Its Impact on Firms’ Performance: An Empirical Analysis of Korean IT Firms," Sustainability, MDPI, vol. 9(7), pages 1-16, July.
  • Handle: RePEc:gam:jsusta:v:9:y:2017:i:7:p:1239-:d:104836
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    1. Fabry, Bernd & Ernst, Holger & Langholz, Jens & Köster, Martin, 2006. "Patent portfolio analysis as a useful tool for identifying R&D and business opportunities--an empirical application in the nutrition and health industry," World Patent Information, Elsevier, vol. 28(3), pages 215-225, September.
    2. Richard A. D'Aveni & Giovanni Battista Dagnino & Ken G. Smith, 2010. "The age of temporary advantage," Strategic Management Journal, Wiley Blackwell, vol. 31(13), pages 1371-1385, December.
    3. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    4. Ernst, Holger, 2001. "Patent applications and subsequent changes of performance: evidence from time-series cross-section analyses on the firm level," Research Policy, Elsevier, vol. 30(1), pages 143-157, January.
    5. Acs, Zoltan J & Audretsch, David B & Feldman, Maryann P, 1994. "R&D Spillovers and Recipient Firm Size," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 336-340, May.
    6. Kim, Bongsun & Kim, Eonsoo & Miller, Douglas J. & Mahoney, Joseph T., 2016. "The impact of the timing of patents on innovation performance," Research Policy, Elsevier, vol. 45(4), pages 914-928.
    7. Hagedoorn, John & Cloodt, Myriam, 2003. "Measuring innovative performance: is there an advantage in using multiple indicators?," Research Policy, Elsevier, vol. 32(8), pages 1365-1379, September.
    8. K. Sudhir & Debabrata Talukdar, 2015. "The "Peter Pan Syndrome" in Emerging Markets: The Productivity-Transparency Tradeoff in IT Adoption," Cowles Foundation Discussion Papers 1980, Cowles Foundation for Research in Economics, Yale University.
    9. Yu-Shan Chen & Ke-Chiun Chang, 2012. "Using the entropy-based patent measure to explore the influences of related and unrelated technological diversification upon technological competences and firm performance," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(3), pages 825-841, March.
    10. Lin, Chinho & Chang, Chia-Chi, 2015. "The effect of technological diversification on organizational performance: An empirical study of S&P 500 manufacturing firms," Technological Forecasting and Social Change, Elsevier, vol. 90(PB), pages 575-586.
    11. Yam, Richard C. M. & Guan, Jian Cheng & Pun, Kit Fai & Tang, Esther P. Y., 2004. "An audit of technological innovation capabilities in chinese firms: some empirical findings in Beijing, China," Research Policy, Elsevier, vol. 33(8), pages 1123-1140, October.
    12. William P. Wan, 2005. "Country Resource Environments, Firm Capabilities, and Corporate Diversification Strategies," Journal of Management Studies, Wiley Blackwell, vol. 42(1), pages 161-182, January.
    13. Richard P. Rumelt, 1982. "Diversification strategy and profitability," Strategic Management Journal, Wiley Blackwell, vol. 3(4), pages 359-369, October.
    14. Gemba, Kiminori & Kodama, Fumio, 2001. "Diversification dynamics of the Japanese industry," Research Policy, Elsevier, vol. 30(8), pages 1165-1184, October.
    15. Yi-Chia Chiu & Hsien-Che Lai & Yi-Ching Liaw & Tai-Yu Lee, 2010. "Technological scope: diversified or specialized," Scientometrics, Springer;Akadémiai Kiadó, vol. 82(1), pages 37-58, January.
    16. Zoltan J. Acs & David B. Audretsch & Maryann P. Feldman, 2008. "R&D Spillovers and Recipient Firm Size," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 8, pages 88-94, Edward Elgar Publishing.
    17. Mark Rogers, 2004. "Networks, Firm Size and Innovation," Small Business Economics, Springer, vol. 22(2), pages 141-153, March.
    18. Lin, Jun-You, 2014. "Effects on diversity of R&D sources and human capital on industrial performance," Technological Forecasting and Social Change, Elsevier, vol. 85(C), pages 168-184.
    19. Krishna Palepu, 1985. "Diversification strategy, profit performance and the entropy measure," Strategic Management Journal, Wiley Blackwell, vol. 6(3), pages 239-255, July.
    20. Kim, Jungho & Lee, Chang-Yang & Cho, Yunok, 2016. "Technological diversification, core-technology competence, and firm growth," Research Policy, Elsevier, vol. 45(1), pages 113-124.
    21. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
    22. Lin, Bou-Wen & Lee, Yikuan & Hung, Shih-Chang, 2006. "R&D intensity and commercialization orientation effects on financial performance," Journal of Business Research, Elsevier, vol. 59(6), pages 679-685, June.
    23. Gambardella, Alfonso & Torrisi, Salvatore, 1998. "Does technological convergence imply convergence in markets? Evidence from the electronics industry," Research Policy, Elsevier, vol. 27(5), pages 445-463, September.
    24. K. Sudhir & Debabrata Talukdar, 2015. "The “Peter Pan Syndrome” in Emerging Markets: The Productivity-Transparency Trade-off in IT Adoption," Marketing Science, INFORMS, vol. 34(4), pages 500-521, July.
    25. Garcia-Vega, Maria, 2006. "Does technological diversification promote innovation?: An empirical analysis for European firms," Research Policy, Elsevier, vol. 35(2), pages 230-246, March.
    26. Chen, Yi-Min & Yang, De-Hsin & Lin, Feng-Jyh, 2013. "Does technological diversification matter to firm performance? The moderating role of organizational slack," Journal of Business Research, Elsevier, vol. 66(10), pages 1970-1975.
    27. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    28. Yam, Richard C.M. & Lo, William & Tang, Esther P.Y. & Lau, Antonio K.W., 2011. "Analysis of sources of innovation, technological innovation capabilities, and performance: An empirical study of Hong Kong manufacturing industries," Research Policy, Elsevier, vol. 40(3), pages 391-402, April.
    29. Lin, Yini & Wu, Lei-Yu, 2014. "Exploring the role of dynamic capabilities in firm performance under the resource-based view framework," Journal of Business Research, Elsevier, vol. 67(3), pages 407-413.
    30. Breschi, Stefano & Lissoni, Francesco & Malerba, Franco, 2003. "Knowledge-relatedness in firm technological diversification," Research Policy, Elsevier, vol. 32(1), pages 69-87, January.
    31. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    32. Lee Fleming & Olav Sorenson, 2004. "Science as a map in technological search," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 909-928, August.
    33. Singh, Manohar & Nejadmalayeri, Ali & Mathur, Ike, 2007. "Performance impact of business group affiliation: An analysis of the diversification-performance link in a developing economy," Journal of Business Research, Elsevier, vol. 60(4), pages 339-347, April.
    34. Hyukjoon Kim & Hyojeong Lim & Yongtae Park, 2009. "How should firms carry out technological diversification to improve their performance? An analysis of patenting of Korean firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 18(8), pages 757-770.
    35. Sangsung Park & Sunghae Jun, 2017. "Statistical Technology Analysis for Competitive Sustainability of Three Dimensional Printing," Sustainability, MDPI, vol. 9(7), pages 1-16, June.
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    Cited by:

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    2. Zefeng Mi & Yongmin Shang & Gang Zeng, 2022. "The impact of knowledge base on technological innovation of emerging industries from the perspective of related variety: A case study of China’s fuel cell industry," Growth and Change, Wiley Blackwell, vol. 53(1), pages 57-75, March.
    3. María A. Ramón-Jerónimo & Inés Herrero, 2017. "Capturing Firms’ Heterogeneity through Marketing and IT Capabilities in SMEs," Sustainability, MDPI, vol. 9(12), pages 1-25, November.
    4. Yuanyuan Dong & Zepeng Wei & Tiansen Liu & Xinpeng Xing, 2020. "The Impact of R&D Intensity on the Innovation Performance of Artificial Intelligence Enterprises-Based on the Moderating Effect of Patent Portfolio," Sustainability, MDPI, vol. 13(1), pages 1-17, December.
    5. Parraguez, Pedro & Škec, Stanko & e Carmo, Duarte Oliveira & Maier, Anja, 2020. "Quantifying technological change as a combinatorial process," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    6. Aksoy, Arman Y. & Pulizzotto, Davide & Beaudry, Catherine, 2022. "University-Industry partnerships in the smart specialisation era," Technological Forecasting and Social Change, Elsevier, vol. 176(C).

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