Effects of R&D intensity on firm performance in Taiwan’s semiconductor industry

References

• Amir, E., Guan, Y., & Livne, G. (2007). The association of R&D and capital expenditures with subsequent earnings variability. Journal of Business Finance and Accounting, 34(1-2), 222–246.
   Web of Science ®Google Scholar
• Anagnostopoulou, S. C., & Levis, M. (2008). R&D and performance persistence: Evidence from the United Kingdom. The International Journal of Accounting, 43(3), 293–320. doi: 10.1016/j.intacc.2008.06.004
   Google Scholar
• Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277–297. doi: 10.2307/2297968
   Web of Science ®Google Scholar
• Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29–51. doi: 10.1016/0304-4076(94)01642-D
   Web of Science ®Google Scholar
• Bednarek, Z. (2014). Predicting R&D investment with ex ante productivity. Applied Economics Letters, 21(15), 1079–1082. doi: 10.1080/13504851.2014.909567
   Web of Science ®Google Scholar
• Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143. doi: 10.1016/S0304-4076(98)00009-8
   Web of Science ®Google Scholar
• Chao, R. O., & Kavadias, S. (2013). R&D intensity and the new product development portfolio. IEEE Transactions on Engineering Management, 60(4), 664–675.
   Web of Science ®Google Scholar
• Chiao, T. C. (2013). The correlation between R&D activities and income rate in addition to gross profit rate of the enterprise operation. Advanced Materials Research, 798, 865–868.
   Google Scholar
• Chiou, C. C., Wang, Y. M., Wei, C. L., & Chien, T. C. (2011). The effects of innovation and human capital investments on the operating efficiencies of Taiwan’s IC design industry. Sun Yat-Sen Management Review, 19, 343–385.
   Google Scholar
• Choi, J. H. (2008). An empirical study on the relationship between earnings quality and firm value. Asia-Pacific Journal of Financial Studies, 37(5), 813–839. doi: 10.1111/j.2041-6156.2011.01060.x
   Web of Science ®Google Scholar
• Ciftci, M., & Cready, W. M. (2011). Scale effects of R&D as reflected in earnings and returns. Journal of Accounting and Economics, 52(1), 62–80.
   Web of Science ®Google Scholar
• Goto, M., & Sueyoshi, T. (2008). R&D intensity and financial performance. Paper presented at the 2008 IEEE International Engineering Management Conference, Estoril, Portugal.
   Google Scholar
• Gentry, R. J., & Shen, W. (2013). The impacts of performance relative to analyst forecasts and analyst coverage on firm R&D intensity. Strategic Management Journal, 34(1), 121–130. doi: 10.1002/smj.1997
   Web of Science ®Google Scholar
• Han, C. J., Yang, B., Bao, T., Yu, T., & Zhang, X. S. (2017). Bacteria foraging reinforcement learning for Risk-based economic dispatch via knowledge transfer. Energies, 10(5): 638. doi: 10.3390/en10050
   Web of Science ®Google Scholar
• Hundley, G., Jacobson, C. K., & Park, S. H. (1996). Effects of profitability and liquidity on R&D intensity: Japanese and U.S. companies compared. Academy of Management Journal, 39(6), 1659–1674. doi: 10.2307/257073
   Web of Science ®Google Scholar
• Im, K. S., Pesaran, M. H., & Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115(1), 53–74. doi: 10.1016/S0304-4076(03)00092-7
   Web of Science ®Google Scholar
• Iovino, A. M., & Rizzo, M. G. (2008). Performance, R&D intensity, knowledge stock and commercialization orientation in the pharmaceutical sector. Mecosan, 17(66), 67–74.
   Google Scholar
• Jaisinghani, D. (2016). Impact of R&D on profitability in the pharma sector: An empirical study from India. Journal of Asia Business Studies, 10(2), 194–210.
   Web of Science ®Google Scholar
• Jaklič, A., Damijan, J. P., Rojec, M., & Kunčič, A. (2014). Relevance of innovation cooperation for firms’ innovation activity: The case of Slovenia. Economic Research-Ekonomska Istraživanja, 27(1), 645–661. doi: 10.1080/1331677X.2014.975513
   Web of Science ®Google Scholar
• Krishnan, H. A., Tadepalli, R., & Park, D. (2009). R&D intensity, marketing intensity, and organizational performance. Journal of Managerial Issues, 21(2), 232–244.
   Google Scholar
• Kumbhakar, S. C., Ortega-Argilés, R., Potters, L., Vivarelli, M., & Voigt, P. (2012). Corporate R&D and firm efficiency: Evidence from Europe’s top R&D investors. Journal of Productivity Analysis, 37(2), 125–140.
   Web of Science ®Google Scholar
• Levin, A., Lin, C.-F., & James Chu, C.-S. (2002). Unit root tests in panel data: Asymptotic and finite-sample properties. Journal of Econometrics, 108(1), 1–24. doi: 10.1016/S0304-4076(01)00098-7
   Web of Science ®Google Scholar
• Li, X. (2012). June). R&D Intensity and firm performance: Evidence from Chinese manufacturing firms. Paper presented at the, 2012 IEEE International Conference on Management of Innovation & Technology, Bali, Indonesia.
   Google Scholar
• Lin, L. (2006). The influences of R&D expenditures on knowledge-based economy in Taiwan. In B. Gabrys, R. J. Howlett, & L. C. Jain, (Eds.), 10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems (pp. 930–937). Bournemouth: Springer Verlag.
   Google Scholar
• 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. doi: 10.1016/j.jbusres.2006.01.002
   Web of Science ®Google Scholar
• Maddala, G. S., & Wu, S. (1999). A comparative study of unit root tests with panel data and a new simple test. Oxford Bulletin of Economics and Statistics, 61(s1), 631–652. doi: 10.1111/1468-0084.0610s1631
   Google Scholar
• Moncada-Paternò-Castello, P., Ciupagea, C., Smith, K., Tübke, A., & Tubbs, M. (2010). Does Europe perform too little corporate R&D? A comparison of EU and non-EU corporate R&D performance. Research Policy, 39, 523–536.
   Web of Science ®Google Scholar
• Sargan, J. D. (1958). The estimation of economic relationships using instrumental variables. Econometrica, 26(3), 393–415. doi: 10.2307/1907619
   Web of Science ®Google Scholar
• 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. doi: 10.1016/S0166-4972(03)00068-3
   Web of Science ®Google Scholar
• Sokolov-Mladenović, S., Cvetanović, S., & Mladenović, I. (2016). R&D expenditure and economic growth: EU28 evidence for the period 2002–2012. Ekonomska Istraživanja, 29(1), 1005–1020. doi: 10.1080/1331677X.2016.1211948
   Web of Science ®Google Scholar
• Sougiannis, T. (1994). The accounting based valuation of corporate R&D. Accounting Review, 69(1), 44–68.
   Web of Science ®Google Scholar
• Tangaraja, G., Rasdi, R. M., Samah, B. A., & Ismail, M. (2016). Knowledge sharing is knowledge transfer: A misconception in the literature. Journal of Knowledge Management, 20(4), 653–670. doi: 10.1108/JKM-11-2015-0427
   Web of Science ®Google Scholar
• Tubbs, M. (2007). The relationship between R&D and company performance. Research Technology Management, 50(6), 23–30.
   Web of Science ®Google Scholar
• Tubbs, M. (2008). Where are all the high-leverage innovators? Research Technology Management, 51(4), 3–5.
   Web of Science ®Google Scholar
• Vithessonthi, C., & Racela, O. C. (2016). Short- and long-run effects of internationalization and R&D intensity on firm performance. Journal of Multinational Financial Management, 34, 28–45.
   Web of Science ®Google Scholar
• Wang, H., Zhao, Y., & Cao, J. (2011). An empirical study on the relationship between R& D input and profitability of high-tech enterprises in China. Paper presented at the Computer Science and Service System (CSSS), 2011 International Conference, Nanjing, China. doi: 10.1109/CSSS.2011.5974702
   Google Scholar
• Werner, K., Dickson, G., & Hyde, K. F. (2015). Learning and knowledge transfer processes in a mega-events context: The case of the 2011 Rugby World Cup. Tourism Management, 48, 174–187. doi: 10.1016/j.tourman.2014.11.003
   Web of Science ®Google Scholar
• Yang, K. P., Chiao, Y. C., & Kuo, C. C. (2010). The relationship between R&D investment and firm profitability under a three-stage Sigmoid curve model: Evidence from an emerging economy. IEEE Transactions on Engineering Management, 57(1), 103–117. doi: 10.1109/TEM.2009.2023452
   Web of Science ®Google Scholar
• Yeh, T. L., Chen, T. Y., & Chen, C. Y. (2007). On capital structure, ownership and cost efficiency: A case study from Taiwan's biotechnology industry. Taiwan Banking & Finance Quarterly, 8(3), 45–64.
   Google Scholar
• Zhaohui, Z., & Xiaokang, C. (2011). Notice of Retraction Does R&D investment promote firms’ performance? Evidence from the pharmaceutical and biological products listed firms. Paper presented at the 2011 6th International Conference on Product Innovation Management (ICPIM 2011), Hubei, China.
   Google Scholar