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The Influence of R&D Intensity on Financial Performance: The Mediating Role of Human Capital in the Semiconductor Industry in Taiwan

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  • Tsung-Chun Chen

    (Department of Business, Putian University, Putian 351100, China
    College of Business, Chihlee University of Technology, New Taipei City 22050, Taiwan)

  • Yenchun Jim Wu

    (Graduate Institute of Global Business and Strategy, National Taiwan Normal University, Taipei 24449, Taiwan)

Abstract

Knowledge transfer is a strategy used by high-tech companies to acquire new knowledge and skills. Knowledge can be internally generated or externally sourced. The access to external knowledge is a quick fix, but the risks associated with reliance on external sources are often overlooked. However, not acquiring such knowledge is even riskier. There have been a slew of litigations in the semiconductor industry in recent years. The acquisition and assurance of intangible assets is an important issue. This paper posits that internal R&D should take into consideration the knowledge intensity and capital investment in the industry. This study focuses on the relationship between intangible assets and financial performance. It sourced the 2004 to 2016 financial data of semiconductor companies in Taiwan for panel data modeling and examined case studies for empirical validation. This study found that the higher the R&D intensity (RDI) in the value-added component of human capital, the better the financial performance of the company. RDI has a positive influence on the accumulation of human capital and financial performance metrics, and such influence is deferred. Meanwhile, human capital is a mediating factor in the relationship between RDI and financial performance. RDI is integral to the semiconductor industry’s pursuit of business sustainability.

Suggested Citation

  • Tsung-Chun Chen & Yenchun Jim Wu, 2020. "The Influence of R&D Intensity on Financial Performance: The Mediating Role of Human Capital in the Semiconductor Industry in Taiwan," Sustainability, MDPI, vol. 12(12), pages 1-18, June.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:12:p:5128-:d:375506
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    References listed on IDEAS

    as
    1. Zwick, Thomas, 2011. "Seniority wages and establishment characteristics," Labour Economics, Elsevier, vol. 18(6), pages 853-861.
    2. Johanna Vogel, 2015. "The two faces of R&D and human capital: Evidence from Western European regions," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 525-551, August.
    3. Subal Kumbhakar & Raquel Ortega-Argilés & Lesley Potters & Marco Vivarelli & Peter Voigt, 2012. "Corporate R&D and firm efficiency: evidence from Europe’s top R&D investors," Journal of Productivity Analysis, Springer, vol. 37(2), pages 125-140, April.
    4. Blanco-Mazagatos, Virginia & de Quevedo-Puente, Esther & Delgado-García, Juan Bautista, 2018. "Human resource practices and organizational human capital in the family firm: The effect of generational stage," Journal of Business Research, Elsevier, vol. 84(C), pages 337-348.
    5. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    6. Barış Alpaslan & Abdilahi Ali, 2018. "The spillover effects of innovative ideas on human capital," Review of Development Economics, Wiley Blackwell, vol. 22(1), pages 333-360, February.
    7. Richard Harris & Ji Yan, 2019. "The Measurement Of Absorptive Capacity From An Economics Perspective: Definition, Measurement And Importance," Journal of Economic Surveys, Wiley Blackwell, vol. 33(3), pages 729-756, July.
    8. Albert N. Link & Christopher A. Swann, 2016. "R&D as an investment in knowledge based capital," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 43(1), pages 11-24, March.
    9. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
    10. Sang-Do Park, 2018. "The Nexus of FDI, R&D, and Human Capital on Chinese Sustainable Development: Evidence from a Two-Step Approach," Sustainability, MDPI, vol. 10(6), pages 1-23, June.
    11. Diégo Legros & Fabrice Galia, 2012. "Are innovation and R&D the only sources of firms’ knowledge that increase productivity? An empirical investigation of French manufacturing firms," Journal of Productivity Analysis, Springer, vol. 38(2), pages 167-181, October.
    12. Mohammad Tahir & Melati Anuar, 2016. "The determinants of working capital management and firms performance of textile sector in pakistan," Quality & Quantity: International Journal of Methodology, Springer, vol. 50(2), pages 605-618, March.
    13. Kyungsuk Lee & Taewoo Roh, 2020. "Proactive Divestiture and Business Innovation: R&D Input and Output Performance," Sustainability, MDPI, vol. 12(9), pages 1-19, May.
    14. Jian Xu & Binghan Wang, 2018. "Intellectual Capital, Financial Performance and Companies’ Sustainable Growth: Evidence from the Korean Manufacturing Industry," Sustainability, MDPI, vol. 10(12), pages 1-15, December.
    15. Kianto, Aino & Sáenz, Josune & Aramburu, Nekane, 2017. "Knowledge-based human resource management practices, intellectual capital and innovation," Journal of Business Research, Elsevier, vol. 81(C), pages 11-20.
    16. Claudia Cantabene & Iacopo Grassi, 2020. "R&D cooperation in SMEs: the direct effect and the moderating role of human capital," Applied Economics, Taylor & Francis Journals, vol. 52(28), pages 3090-3105, June.
    17. Spithoven, André & Teirlinck, Peter, 2015. "Internal capabilities, network resources and appropriation mechanisms as determinants of R&D outsourcing," Research Policy, Elsevier, vol. 44(3), pages 711-725.
    18. Mark A. Youndt & Mohan Subramaniam & Scott A. Snell, 2004. "Intellectual Capital Profiles: An Examination of Investments and Returns," Journal of Management Studies, Wiley Blackwell, vol. 41(2), pages 335-361, March.
    19. Imen Daoud Naanaa & Fethi Sellaouti, 2017. "Technological Diffusion and Growth: Case of the Tunisian Manufacturing Sector," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(1), pages 369-383, March.
    20. Jones, Derek C & Kato, Takao, 1995. "The Productivity Effects of Employee Stock-Ownership Plans and Bonuses: Evidence from Japanese Panel Data," American Economic Review, American Economic Association, vol. 85(3), pages 391-414, June.
    21. Zouaghi, Ferdaous & Sánchez, Mercedes & Martínez, Marian García, 2018. "Did the global financial crisis impact firms' innovation performance? The role of internal and external knowledge capabilities in high and low tech industries," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 92-104.
    22. Garcia Martinez, Marian & Zouaghi, Ferdaous & Sanchez Garcia, Mercedes, 2017. "Capturing value from alliance portfolio diversity: The mediating role of R&D human capital in high and low tech industries," Technovation, Elsevier, vol. 59(C), pages 55-67.
    23. Ciftci, Mustafa & Cready, William M., 2011. "Scale effects of R&D as reflected in earnings and returns," Journal of Accounting and Economics, Elsevier, vol. 52(1), pages 62-80, June.
    24. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    25. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
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