题名

以Cobb-Douglas生產函數分析新冠肺炎後台灣半導體產業研發投入與獲利能力之關聯性

并列篇名

Use Cobb-Douglas to Analyze the Pertinence of R&D Investment and Profitability of Semiconductor Industry after the COVID 19

DOI

10.6902/JNTUST.202112_8(1).0002

作者

曹淑琳(Shuling Tsao)

关键词

Cobb-Douglas生產函數 ； 半導體產業 ； 研發投入 ； 獲利能力 ； 遞延效果 ； Cobb-Douglas Production Function ； Semiconductor industry ； R&D investment ； Profitability ； Lagging effect

期刊名称

中科大學報

卷期/出版年月

8卷1期（2021 / 12 / 01）

页次

25 - 52

内容语文

繁體中文
中文摘要

本文以Cobb-Douglas生產函數來探討新冠肺炎發生後，台灣半導體產業研發投入與獲利能力之關聯性。2020年新冠肺炎席捲全球， 對於企業的影響是全面性的，國際研究暨顧問機構Gartner表示由於新冠肺炎衝擊半導體供應鏈及需求，2020年全球半導體營收年減少0.9%，成長大幅衰退，進而降低企業的投資意願，甚至影響研發投資， 而研發投資是企業技術創新的來源，也是半導體產業競爭力的泉源與持續發展的動力。本文以台灣證券交易所上市之13家半導體產業為研究對象，研究期間從2016年一月至2020年十二月，蒐集7800筆資料，透過相關資料的整理與統計分析，利用多元迴歸模型與Cobb-Douglas生產函數檢驗新冠肺炎發生後，研發投資強度、技術人員投資強度與專利權數對半導體產業獲利能力的影響，研究發現即使新冠肺炎發生，半導體產業揭露的研發投資對企業獲利能力仍有正面的影響，且研發投資對企業獲利能力也是正向影響並存在遞延效果。
英文摘要

This article used Cobb-Douglas Production Function to analysis the relationship between the Pertinence of R&D investment and profitability of semiconductor industry in Taiwan after the COVID 19. The COVID19 in 2020 had a comprehensive impact on companies, thereby reducing the willingness of companies to invest, and even affecting R&D investment. This article took the semiconductor industry listed on the Taiwan Stock Exchange as the research samples, and the research period was from 2016 January to 2020 December. Through the collection, sorting and statistical analysis of relevant data, and the use of multiple regression models and Cobb-Douglas production to examine the impact of R&D investment intensity, technical personnel investment intensity, and patent rights on the profitability of the semiconductor industry after the COOVID 19.It was found that even if the COVID19 occurred, that R&D investment disclosed by enterprises has a positive promotion effect on profitability of enterprises, and there is a lagging effect of R&D investment on the promotion of profitability of enterprises.
主题分类 社會科學 > 社會科學綜合
参考文献
  1. 王志袁,劉念琪(2011)。研發投入、研發組織管理與研發績效。商略學報，3(4)，269-280。
    連結：
  2. 王曉雯,王泰春,吳明政(2008)。企業經營型態與研發活動績效。管理學報，25(2)，173-193。
    連結：
  3. 張淑清,呂欣樺(2015)。研發支出與管理團隊特性對公司績效之影響。會計評論，6(1)，1-34。
    連結：
  4. 陳冠志,曹淑琳(2017)。研究發展支出與公司價值之實證研究—以中國上市高科技企業為例。會計與公司治理，12(1)，1-24。
    連結：
  5. 賴鈺城,李崑進,莊世金,陳盈仁(2010)。投資人對於研發與資本支出之回應。人文暨社會科學期刊，6(2)，85-98。
    連結：
  6. 蘇欣玫,黃健銘(2010)。企業研發活動對營運績效之不對稱效果分析-以臺灣電子產業為例。會計與公司治理，7(2)，75-95。
    連結：
  7. Gartner.(2020).https://finance.technews.tw/2020/04/10/gartner-semiconductor-ine-the-world-at-2020/#more-589016
  8. 工研院 IEK Consulting（2019）。https://www.itri.org.tw/ListStyle.aspx?DisplayStyle=01_content&SiteID=1&MmmID=1036276263153520257&MGID=1034731602057643367
  9. 科技產業資訊室（2020） https://iknow.stpi.narl.org.tw/Post/Read.aspx?PostID=16341
  10. IC Insights, (2020), https://www.icinsights.com/
  11. Amir, E.,Guan, Y.,Livne, G.(2007).The association of R&D and capital expenditures with subsequent earnings variability.Journal of Business Finance & Accounting,34,222-246.
  12. Ballot, G.,Fakhfakh, F.,Taymaz, E.(2001).Firms’ Human Capital, R&D and Performance: A Study on French and Swedish Firms.Labour Economics,8(4),443-462.
  13. Bates, R.,Chen, Hsin C,Hatcher, T.(2002).Value priorities of HRD scholars and practitioners.International Journal of Training and Development,6(4),229-339.
  14. Ben-Zion, U.(1978).The investment aspect of nonproduction expenditures: An empirical test.Journal of Economics and Business,30,224-229.
  15. Berg, I.(1969).Education and jobs: The great training robbery.New York:Praeger Publishers.
  16. Branch, B.(1974).Research and development activity and profitability: A distributed lag analysis.Journal of Political Economy,82(5),999-1011.
  17. Broekel, T.,Boschma, R.(2011).Knowledge networks in the Dutch aviation industry: the proximity paradox.Journal of Economic Geography,12(2),409-433.
  18. Brynjolfsson, E.,Hitt, L.(1996).Paradox Lost? Firm-Level Evidence on the Returns to Information Systems Spending.Management Science,42(4),541-558.
  19. Cao, Y.,Zhao, L.(2011).Intellectual property management model in enterprises: a technology life cycle perspective.International Journal of Innovation and Technology Management,8(2),253-272.
  20. Chauvin, K. W.,Hirschey, M.(1993).Advertising, R&D expenditures and the market value of the firm.Financiall Management,22(Winter),128-140.
  21. Chen, Y.-S.,Shih, C.Y.,Chang, C. H.(2013).Patents and market value in the US pharmaceutical industry: new evidence from panel threshold regression.Scientometrics,97(2),161-176.
  22. Chiang, H.,Han, T.,Chuang, J.(2011).The Relationship between High-Commitment HRM and Knowledge-Sharing Behavior and Its Mediators.International Journal of Manpower,32,604-622.
  23. Coad, A.,Rao, R.(2008).Innovation and firm growth in high-tech sectors: A quantile regression approach.Research Policy,37(4),633-648.
  24. Cockburn, I.,Griliches, Z.(1988).Industry effects and appropriability measures in the stock market’s valuation of R&D and patents.American Economic Review,78(2),419-423.
  25. Cohen, W,Levinthal, D,A.(1990).Absorptive Capacity: A New Perspective on Learning and Innovation.Administrative Science Quarterly,35(1),128-152.
  26. Contractor, F. J.,Sumit, K.,Hsu, C. C.(2003).A three-stage theory of international expansion: The link between multinatinality and performance in the service sector.Journal of International Business Studies,34(1),5-18.
  27. Deeds, D. L.(2001).The role of R&D intensity, technical development and absorptive capacity in creating entrepreneurial wealth in high technology startups.Journal of Engineering and Technology Management,18(1),29-47.
  28. Del Monte, A.,Papagni, E.(2003).R&D and the growth of firms: empirical analysis of a panel of Italian firms.Research Policy,32(6),1003-1014.
  29. Delios, A.,Beamish, P. W.(2001).Survival and profitability: The roles of experience and intangible assets in foreign subsidiary performance.Academy of Management Jorunal,44(5),1028-1038.
  30. Deng, Z. L.,Narin, F.(1996).Science and Technology as Predictors of Stock Performance.Financial Analysts Journal,55(3),20-32.
  31. Donelson, D. C.,Resutek, R. J.(2012).The effect of R&D on future returns and earnings forecasts.Review of Accounting Studies,17(4),848-876.
  32. Eberhart, A.,William F. M.,Akhtar R. S.(2004).An Examination of Long-Term Abnormal Stock Returns and Operating Performance Following R&D Increases.The Journal of Finance,59(2),623-650.
  33. Falk, M.(2012).Quantile Estimates of the Impact of R&D Intensity on Firm Performance.Small Business Economics,39(1),19-37.
  34. Farrell, C.(1993).A wellspring of innovation: Factories have changed relentlessly from 18th century mills to today’s worker-empowered auto plants.Business Week, Oct,22(Special Enterprise Issue),56-62.
  35. Fortune, A.,Shelton, L.(2012).R&D effort, effectiveness, and firm performance in the pharmaceutical sector.Journal of business and management,18(1),97-101.
  36. Galbreath, J.(2002).Success in the Relationship Age: building quality relationship assets for market value creation.The TQM Magazine,14(1),8-24.
  37. Garvin, D. A.(1993).Building a learning organization.Harvard Business Review,71(4),78-91.
  38. Geringer, J. M.,Tallman, S.,Olsen, D. M.(2000).Product and international diversification among Japanese ultinational firms.Strategic Management Journal,21(1),51-80.
  39. Green, J.,Stark, W.,Thomas, M.(1996).UK evidence on the market valuation of research and development expenditures.Journal of Business Finance & Accounting,23,191-217.
  40. Griliches, Z.(1981).Market value, R&D, and patents.Economics letters,7(2),183-187.
  41. Griliches, Z.,Hausman, J. A.(1986).Errors in Variables in Panel Data.Journal of Econometrics,31(1),93-118.
  42. Guan, J.,Zhang, J.,Yan, Y.(2015).The impact of multilevel networks on innovation.Research Policy,44(3),545-559.
  43. Guerard, J. B.,Bean, A. S.,Andrews, S.(1987).R&D management and corporate financial policy.Management Science,33(11),1419-1427.
  44. Hall, B.(1993).The stock market valuation of R&D investment during the 1980s.American Economic Review,83(2),259-264.
  45. Hall, B.,Jaffe, A, B.,Trajtenberg, M.(2001).NBER Working PapersNBER Working Papers,National Bureau of Economics Research.
  46. Hall, L.A,Bagchi-Sen, S.(2002).A Study of R&D Innovation and Business Performance in the Canadian Biotechnology Industry.Technovation,22(4),231-244.
  47. Hansen,Madsen,Smith(2003).Efficiency, R &D and ownership-some empirical evidence.International Journal of Production Economics,83(1),85-94.
  48. Hirschey, M.(1982).Intangible capital aspects of advertising and R&D expenditures.The Journal of Industrial Economics,30,375-391.
  49. Hirschey, M.,Weygandt, J.(1985).Amortization policy for advertising and research and development expenditures.Journal of Accounting Research,23,326-335.
  50. Hitt, M, A.,Hoskisson, R, E.,Ireland, R. D.,Harrison, J. S.(1991).Effects of Acquisitions on R&D Inputs and Outputs.Academy of Management Jouranl,34(3),693-706.
  51. Hitt, M. A.,Denise, S.(1994).Debt: A disciplining force for managers or a debilitating force for organizations?.Journal of Management Inquiry,3,144-152.
  52. Hsiao, C.(2003).Analysis of Panel Data.New York:Cambridge University Press.
  53. Hsiao, C.(2005).Why Panel Data?.Singapore Economic Review,50(2),1-12.
  54. Hurdle, G. J.(1974).Leverage risk, market structure and profitability.The Review of Economics and Statistics,56(6),428-435.
  55. Jaffe, A. B.(1986).Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits and Market Value.The American Economic Review,76(5),984-1001.
  56. Kothari, S. P.,Laguerre, T. E.,Leone, A. J.(2002).Capitalization versus expensing: evidence on the uncertainty of future earnings from capital expenditures versus R&D outlays.Review of Accounting Studies,7(4),355-82.
  57. Le, S, A.,Walters, B.,Kroll, M.(2006).The Moderating Effects of External Monitors on the Relationship between R&D Spending and Firm Performance.Journal of Business Research,59(2),278-287.
  58. Lev, B.,Sougiannis, T.(1996).The capitalization, amortization, and value-relevance of R&D.Journal of Accounting and Economics,21(1),107-138.
  59. Li, Y.,Hu, J. L.(2013).R&D, FDI, and Efficiencies of Small and Medium Sized Firms.Journal of Management Research,13(3),163.
  60. Lin, B, W.,Lee, Y,Hung, S, C.(2006).R&D Intensity and Commercialization Orientation Effects on Financial Performance.Journal of Business Research,59(6),679-685.
  61. Lins, K. V.,Servaes, H.(2002).Is corporate diversification beneficial in emerging markets?.Financial Management,31(2),5-31.
  62. Mansi, S. A.,Reeb, D. M.(2002).Corporate diversification: What gets discounted.The Journal of Finance,57(5),2167-2183.
  63. Millet-Reyes, Benedicte(2004).R&D intensity and financing constraints.The Journal of Business and Economic Studies,10(2),38.
  64. Mojtahedzadeh, V.,Abedi, Z.(2010).The Effect of Research and Development(R&D) Expenditures on Firms Value.International Review of Business Research Papers,6(6),187-200.
  65. Morbey, G. K.(1989).R&D, Expenditures and Profit Growth.Journal of Research-Technology Management,32(3),20-23.
  66. Morbey, G. K.,Reithner, R. M.(1990).How R&D Affects Sales Growth, Productivity and Profitability.Research Technology Management,33(3),11-14.
  67. Munari, F.,Oriani, R.,Sobrero, M.(2010).The effects of owner identity and external governance systems on R&D investments: A study of Western European firms.Research Policy,39(8),1093-1104.
  68. O'Brien, J. P.(2003).The Capital Structure Implications of Pursuing a Strategy of Innovation.Strategic Management Journal,24(5),415-431.
  69. Osei-Bryson,Ko(2004).Exploring the Relationship between Information Technology Investments and Firm Performance Using Regression Splines Analysis.Information & Management,42(1),1-13.
  70. Pakes, A.,Griliches, Z.(1980).Patents and R&D at the Firms Level: A First Report.Economics Letters,5(4),377-381.
  71. Pandit, S.,Wasley, C. E.,Zach, T.(2011).The effect of research and development (R&D) inputs and outputs on the relation between the uncertainty of future operating performance and R&D expenditures.Journal of Accounting, Auditing & Finance,26(1),121-144.
  72. Rahko, J.(2014).Market value of R&D, patents, and organizational capital: Finnish evidence.Economics of Innovation and New Technology,23(4),353-377.
  73. Rai, A.,Patnayakuni, R.,Patnayakuni, N.(1997).Technology Investment and Business Performance.Communications of the ACM,40(7),89-97.
  74. Ren, S.,Eisingerich, A. B.,Tsai, H. T.(2015).How do marketing, research and development capabilities, and degree of internationalization synergistically affect the innovation performance of small and medium-sized enterprises (SMEs)? A panel data study of Chinese SMEs.International Business Review,24(4),642-651.
  75. Schimke, A.,Brenner, T.(2014).The role of R&D investments in highly R&D-based firms.Studies in Economics and Finance,31(1),3-45.
  76. Shao, B. B. M.,Lin, W. T.(2001).Measuring the Value of Information Technology in Technical Efficiency with Stochastic Production Frontiers.Information and Software Technology,43,447-456.
  77. Sher, P, J.,Yang, P, Y.(2005).The Effects of Innovative Capabilities and R&D Clustering on Firm Performance: The Evidence of Taiwan’s Semiconductor Industry.Technovation,25(1),33-43.
  78. Snell, S. A.,Dean, J. W., Jr.(1992).Integrated manufacturing and human resources management: A human capital perspective.Academy of Management Journal,35,467-504.
  79. Sougiannis, T.(1994).The accounting based valuation of corporate R&D.The Accounting Review,69,44-68.
  80. Stock, G, N.,Grein, N, P,Fischer, W, A.(2001).Absorptive Capacity and New Product Development.Journal of High Technology Management Research,12(1),77-91.
  81. Tsai, K. H.,Wang, J. C.(2004).The R&D Performance in Taiwan’s Electronics Industry: A Longitudinal Examination.R&D Management,34(2),179-180.
  82. VanderPal, G.(2015).Impact of R&D expenses and corporate financial performance.Journal of Engineering & Technology Management,28(1),77-92.
  83. Vitt, C. A.,Xiong, H.(2015).The impact of patent activities on stock dynamics in the high-tech sector.Data Mining (ICDM), 2015 IEEE International Conference
  84. Volberda, H, W,Foss, N, J,Lyles, M, A.(2010).Absorbing the concept of Absorptive Capacity: How to Realize Its Potential in the Organization Field.Organizational Science,21(4),931-951.
  85. Wang, E. C.(2007).R&D Efficiency and Economic Performance: A Cross-Country Analysis using the Stochastic Frontier Approach.Journal of Policy Modeling,29(2),345-360.
  86. Warusawitharana, M.(2008).Corporate asset purchases and sales: Theory and evidence.Journal of Financial economics,87(2),471-497.
  87. Youndt, M. A.,Snell, S. A.,Dean, J. W., Jr.,Lepak, D. P.(1996).Human resource management, manufacturing strategy, and firm performance.Academy of Management Journal,39(4),836-66.
  88. Yu, G. J.,Hong, K.(2016).Patents and R&D expenditure in explaining stock price movements.Finance Research Letters,19,197-203.
  89. Zahra, S,George, G.(2002).Absorptive Capacity: A Review.Reconceptualization and Extension Academy of Management Review,27(2),185-203.
  90. 王君彩,王淑芳(2008)。企業研發投入與業績的相關性—基於電子資訊行業的實證分析。中央財經大學學報，57-62。
  91. 王曉婷(2015)。高技術產業 R&D 投入與企業績效相關性實證研究。財會通訊，36，32-41。
  92. 王燁,遊春(2009)。R&D 投入與績效相關關係實證研究—基於中小企業板上市公司面板資料。財會通訊：綜合（下），4，14-16。
  93. 何瑋(2003)。我國大中型工業企業研究與開發費用支出對產出的影響 1990—2000 年大中型工業企業資料的實證分析。經濟科學，3，5-11。
  94. 李孟春(2007)。技術專利，實物期權與醫藥上市公司業績—來自我國股票市場經驗檢驗。現代商貿工業，19，196-197。
  95. 李璐,張婉婷(2013)。研發投入對我國製造類企業績效影響研究。科技進步與對策，30，80-85。
  96. 周百隆,盧俊安(2007)。以 Cascaded Logistic Model 建構我國企業財務危機預警模型之研究。中華管理評論，10(2)，1-16。
  97. 林美倫(2007)。研發支出對經營績效及股權評價影響之研究。台南科大學報，26，115-134。
  98. 金成隆,林修葳,洪郁珊(2003)。無形資產、新股折價與內部人持股關係之研究。會計評論，36，23-53。
  99. 柯勝揮,陳瑞呈(2019)。企業國際化與廠商優勢對經營績效影響之探討兼論經營能力之干擾－以臺灣電子業為例。北商學報，36，95-120。
  100. 范旭,黃業展(2018)。企業研發管理對 R&D 投入與企業績效關係的調節效應。科技進步與對策，35(9)，66-73。
  101. 徐欣,唐清泉(2010)。R&D 活動，創新專利對企業價值的影響—來自中國上市公司的研究。研究與發展管理，22，20-29。
  102. 崔也光,李乃俊(2007)。北京市工業企業研發費用（R&D）績效探析。財政研究，6，41-43。
  103. 張信東,薛豔梅(2010)。R&D 支出與公司成長性之關係及階段特徵。科學學與科學技術管理，6，28-33。
  104. 張維迎,周黎安,顧全林(2005)。高新技術企業的成長及其影響因素：分位元回歸模型的一個應用。管理世界，10，94-101。
  105. 張濟建,李香春(2009)。R&D 投入對高新技術企業業績的影響。江蘇大學學報（社會科學版），11，73-78。
  106. 梁萊歆,張永榜(2006)。高科技上市公司投入績效的實證研究。中南大學學報社會科學版，2，232-236。
  107. 陳玉麟,蔡秋田(2004)。我國科技發展投資與生產效率之關聯性研究－隨機邊界法之應用。科技整合管理國際研討會
  108. 陳建麗,孟令傑,王琴(2015)。上市公司研發投入與企業績效的非線性關係。中國科技論壇，5，67-73。
  109. 陸玉梅,王春梅(2011)。R&D 投入對上市公司經營績效的影響研究—以製造業，資訊技術業為例。科技管理研究，31，122-127。
  110. 黃世政(2015)。研發投入，專利與經營績效實證研究：以臺灣為例。科技進步與對策，32，53-58。
  111. 楊宜興,戴彩惠(2015)。創新來源、創新產出與公司績效間關係之探討：台灣半導體產業之實證研究。創新與管理，11(3)，28-54。
  112. 楊忠誠,楊秉森(2009)。比較研發支出資本化與費用化對經營績效評估之影響。評價學報，2，36-51。
  113. 楊德偉(2011)。民營企業研發投資與企業績效—基於深市中小板上市公司的實證研究。會計論壇，2，106-115。
  114. 葉建木,陳峰(2015)。融資約束，研發投入與企業績效—基於主機板和創業板高新技術上市企業的比較分析。財會月刊（下），4，24-28。
  115. 董靜,苟燕楠(2010)。研發投入與上市公司業績—基於機械設備業和生物醫藥業的比較研究。科技進步與對策，27，56-60。
  116. 趙心剛,汪克夷,孫海洋(2012)。我國上市公司研發投入對公司績效影響的滯後效應研究—基於雙向固定效應模型的實證分析。現代管理科學，8，17-19。
  117. 趙喜倉,吳軍香(2013)。中小板上市公司 R&D 投入與企業績效關係的比較研究。科技管理研究，33，104-108。
  118. 劉正田(2001)。研發支出資本化之會計基礎股票評價。會計評論，33，31-26。
  119. 劉佩真(2020)。強化台灣半導體產業鏈的建立。產業雜誌，606。
  120. 劉建翠(2007)。R&D 對我國高技術產業全要素生產率影響的定量分析。工業技術經濟，26，51-54。
  121. 劉正田(2002)。無形資產、成長機會與股票報酬關係之研究。會計評論，35，1-29。
  122. 嚴玉珠,陳安君(2004).財務報表分析.臺北:高立圖書有限公司.
被引用次数
  1. (2024)。研發投入與經營績效之遞延效果－以台灣半導體產業為例。經濟論文，52(3)，277-318。
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