메뉴 건너뛰기




Volumn 28, Issue 1, 2017, Pages 93-109

Evaluating R&D investment efficiency in China's high-tech industry

Author keywords

China's high tech industry; Data Envelopment Analysis (DEA); Pure technical efficiency (PTE); R D investment efficiency; Scale efficiency (SE); Technical efficiency (TE)

Indexed keywords

DATA ENVELOPMENT ANALYSIS; EFFICIENCY;

EID: 85019134481     PISSN: 10478310     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.hitech.2017.04.007     Document Type: Article
Times cited : (54)

References (48)
  • 1
    • 31244433100 scopus 로고    scopus 로고
    • Patents and innovation counts as measures of regional production of new knowledge
    • Acs, Z.J., Anselin, L., Varga, A., Patents and innovation counts as measures of regional production of new knowledge. Research policy 31:7 (2002), 1069–1085.
    • (2002) Research policy , vol.31 , Issue.7 , pp. 1069-1085
    • Acs, Z.J.1    Anselin, L.2    Varga, A.3
  • 2
    • 13944279377 scopus 로고    scopus 로고
    • Research productivity in a system of universities
    • (No. w5833) National bureau of economic research
    • Adams, J.D., Griliches, Z., Research productivity in a system of universities. (No. w5833), 1996, National bureau of economic research.
    • (1996)
    • Adams, J.D.1    Griliches, Z.2
  • 3
    • 79956008472 scopus 로고
    • PACE Report: Innovation strategies of Europe's largest firms: Results of the PACE survey for information sources, public research, protection of innovations and government programmes
    • Arundel, A., Van de Paal, G., Soete, L., PACE Report: Innovation strategies of Europe's largest firms: Results of the PACE survey for information sources, public research, protection of innovations and government programmes. Final Report, MERIT, University of Limburg, Maastricht, 1995.
    • (1995) Final Report, MERIT, University of Limburg, Maastricht
    • Arundel, A.1    Van de Paal, G.2    Soete, L.3
  • 4
    • 34247859280 scopus 로고    scopus 로고
    • How to better identify the true managerial performance: State of the art using DEA
    • Avkiran, N.K., Rowlands, T., How to better identify the true managerial performance: State of the art using DEA. Omega 36 (2008), 317–324.
    • (2008) Omega , vol.36 , pp. 317-324
    • Avkiran, N.K.1    Rowlands, T.2
  • 5
    • 0021497874 scopus 로고
    • Some models for the estimation of technical and scale inefficiencies in data envelopment analysis
    • Banker, R.D., Charnes, A., Cooper, W.W., Some models for the estimation of technical and scale inefficiencies in data envelopment analysis. Management Science 30 (1984), 1078–1092.
    • (1984) Management Science , vol.30 , pp. 1078-1092
    • Banker, R.D.1    Charnes, A.2    Cooper, W.W.3
  • 6
    • 84961842025 scopus 로고    scopus 로고
    • China's R&D explosion—Analyzing productivity effects across ownership types and over time
    • Boeing, P., Mueller, E., Sandner, P., China's R&D explosion—Analyzing productivity effects across ownership types and over time. Research Policy 45:1 (2016), 159–176.
    • (2016) Research Policy , vol.45 , Issue.1 , pp. 159-176
    • Boeing, P.1    Mueller, E.2    Sandner, P.3
  • 7
    • 33646260240 scopus 로고    scopus 로고
    • Innovation and economic performance in services: A firm-level analysis
    • Cainelli, G., Evangelista, R., Savona, M., Innovation and economic performance in services: A firm-level analysis. Cambridge Journal of Economics 30 (2006), 435–458.
    • (2006) Cambridge Journal of Economics , vol.30 , pp. 435-458
    • Cainelli, G.1    Evangelista, R.2    Savona, M.3
  • 9
    • 33645840749 scopus 로고    scopus 로고
    • Evaluating the development of high-tech industries: Taiwan's science park
    • Chen, C.J., Wu, H.L., Lin, B.W., Evaluating the development of high-tech industries: Taiwan's science park. Technological Forecasting and Social Change 73 (2006), 452–465.
    • (2006) Technological Forecasting and Social Change , vol.73 , pp. 452-465
    • Chen, C.J.1    Wu, H.L.2    Lin, B.W.3
  • 10
    • 17944381960 scopus 로고    scopus 로고
    • Handbook on data envelopment analysis
    • Springer Boston
    • Cooper, W.W., Seiford, L.M., Zhu, J., Handbook on data envelopment analysis. 2004, Springer, Boston.
    • (2004)
    • Cooper, W.W.1    Seiford, L.M.2    Zhu, J.3
  • 11
    • 79959964011 scopus 로고    scopus 로고
    • From imitation to innovation: A study of China's drug R&D and relevant national policies
    • Ding, J., Xue, Y., Liang, H., Shao, R., Chen, Y., From imitation to innovation: A study of China's drug R&D and relevant national policies. Journal of technology management & innovation 6:2 (2011), 1–13.
    • (2011) Journal of technology management & innovation , vol.6 , Issue.2 , pp. 1-13
    • Ding, J.1    Xue, Y.2    Liang, H.3    Shao, R.4    Chen, Y.5
  • 12
    • 0004108546 scopus 로고    scopus 로고
    • The economics of industrial innovation
    • Psychology Press
    • Freeman, C., Soete, L., The economics of industrial innovation. 1997, Psychology Press.
    • (1997)
    • Freeman, C.1    Soete, L.2
  • 13
    • 31244433600 scopus 로고    scopus 로고
    • The determinants of national innovative capacity
    • Furman, J.L., Porter, M.E., Stern, S., The determinants of national innovative capacity. Research Policy 31 (2002), 899–933.
    • (2002) Research Policy , vol.31 , pp. 899-933
    • Furman, J.L.1    Porter, M.E.2    Stern, S.3
  • 14
    • 0024795577 scopus 로고
    • R & D capital, rate of return on R & D investment and spillover of R & D in Japanese manufacturing industries
    • Goto, A., Suzuki, K., R & D capital, rate of return on R & D investment and spillover of R & D in Japanese manufacturing industries. The Review of Economics and Statistics, 1989, 555–564.
    • (1989) The Review of Economics and Statistics , pp. 555-564
    • Goto, A.1    Suzuki, K.2
  • 15
    • 0012077788 scopus 로고
    • Patent statistics as economic indicators: a survey
    • (No. w3301) National Bureau of Economic Research
    • Griliches, Z., Patent statistics as economic indicators: a survey. (No. w3301), 1990, National Bureau of Economic Research.
    • (1990)
    • Griliches, Z.1
  • 16
    • 0003757683 scopus 로고
    • Innovation and growth in the global economy
    • MIT Press. Cambridge MA
    • Grossman, G., Helpman, E., Innovation and growth in the global economy. 1991, MIT Press. Cambridge, MA.
    • (1991)
    • Grossman, G.1    Helpman, E.2
  • 17
    • 77950022410 scopus 로고    scopus 로고
    • Measuring the innovation production process: A cross-region empirical study of China's high-tech innovations
    • Guan, J.C., Chen, K.H., Measuring the innovation production process: A cross-region empirical study of China's high-tech innovations. Technovation 30 (2010), 348–358.
    • (2010) Technovation , vol.30 , pp. 348-358
    • Guan, J.C.1    Chen, K.H.2
  • 18
    • 27744483854 scopus 로고    scopus 로고
    • A study of the relationship between competitiveness and technological innovation capability based on DEA models
    • Guan, J.C., Yam, R.C., Mok, C.K., Ma, N., A study of the relationship between competitiveness and technological innovation capability based on DEA models. European Journal of Operational Research 170:3 (2006), 971–986.
    • (2006) European Journal of Operational Research , vol.170 , Issue.3 , pp. 971-986
    • Guan, J.C.1    Yam, R.C.2    Mok, C.K.3    Ma, N.4
  • 19
    • 3242770587 scopus 로고    scopus 로고
    • From R&D to productivity growth: Do the institutional settings and the source of funds of R&D matter?
    • Guellec, D., Van Pottelsberghe de la Potterie, B., From R&D to productivity growth: Do the institutional settings and the source of funds of R&D matter?. Oxford Bulletin of Economics and Statistics 66:3 (2004), 353–378.
    • (2004) Oxford Bulletin of Economics and Statistics , vol.66 , Issue.3 , pp. 353-378
    • Guellec, D.1    Van Pottelsberghe de la Potterie, B.2
  • 20
    • 84949582750 scopus 로고    scopus 로고
    • Evaluation of technical, pure technical and scale efficiencies of Indian banks: An analysis from cross-sectional perspective
    • Gulati, R., Evaluation of technical, pure technical and scale efficiencies of Indian banks: An analysis from cross-sectional perspective. The 13th annual conference on money and finance in the Indian economy, 2011.
    • (2011) The 13th annual conference on money and finance in the Indian economy
    • Gulati, R.1
  • 21
    • 55549103671 scopus 로고    scopus 로고
    • Measuring the change in R&D efficiency of the Japanese pharmaceutical industry
    • Hashimoto, A., Haneda, S., Measuring the change in R&D efficiency of the Japanese pharmaceutical industry. Research Policy 37:10 (2008), 1829–1836.
    • (2008) Research Policy , vol.37 , Issue.10 , pp. 1829-1836
    • Hashimoto, A.1    Haneda, S.2
  • 23
    • 50649088366 scopus 로고    scopus 로고
    • China's national innovative capacity
    • Hu, M.C., Mathews, J.A., China's national innovative capacity. Research Policy 37 (2008), 1465–1479.
    • (2008) Research Policy , vol.37 , pp. 1465-1479
    • Hu, M.C.1    Mathews, J.A.2
  • 24
    • 77956779672 scopus 로고    scopus 로고
    • Measurement of productive efficiency with frontier methods: A case study for wind farms
    • Iglesias, G., Castellanos, P., Seijas, A., Measurement of productive efficiency with frontier methods: A case study for wind farms. Energy Economics 32 (2010), 1199–1208.
    • (2010) Energy Economics , vol.32 , pp. 1199-1208
    • Iglesias, G.1    Castellanos, P.2    Seijas, A.3
  • 25
    • 0009877450 scopus 로고    scopus 로고
    • Comparative performance of global semiconductor companies
    • Kozmetsky, G., Yue, P., Comparative performance of global semiconductor companies. Omega 26 (1998), 153–175.
    • (1998) Omega , vol.26 , pp. 153-175
    • Kozmetsky, G.1    Yue, P.2
  • 26
    • 33947275081 scopus 로고    scopus 로고
    • Innovation performance and channels for international technology spillovers: Evidence from Chinese high-tech industries
    • Liu, X., Buck, T., Innovation performance and channels for international technology spillovers: Evidence from Chinese high-tech industries. Research policy 36:3 (2007), 355–366.
    • (2007) Research policy , vol.36 , Issue.3 , pp. 355-366
    • Liu, X.1    Buck, T.2
  • 27
    • 0002437383 scopus 로고    scopus 로고
    • Academic research and industrial innovation: An update of empirical findings
    • Mansfield, E., Academic research and industrial innovation: An update of empirical findings. Research policy 26:7 (1998), 773–776.
    • (1998) Research policy , vol.26 , Issue.7 , pp. 773-776
    • Mansfield, E.1
  • 28
    • 85020586186 scopus 로고    scopus 로고
    • China science and technology indicators 2000
    • Scientific and Technical Documents Publishing House Beijing
    • Ministry of Science and Technology of the People's Republic of China, China science and technology indicators 2000. 2001, Scientific and Technical Documents Publishing House, Beijing.
    • (2001)
    • Ministry of Science and Technology of the People's Republic of China1
  • 29
    • 84929527720 scopus 로고    scopus 로고
    • China passes the EU in high-tech exports, Science and Technology
    • Eurostat Statistics in focus
    • Meri, T., China passes the EU in high-tech exports, Science and Technology. 2009, Eurostat Statistics in focus.
    • (2009)
    • Meri, T.1
  • 30
    • 85020586186 scopus 로고    scopus 로고
    • China science and technology indicators 2008
    • Scientific and Technical Documents Publishing House Beijing
    • Ministry of Science and Technology of the People's Republic of China, China science and technology indicators 2008. 2009, Scientific and Technical Documents Publishing House, Beijing.
    • (2009)
    • Ministry of Science and Technology of the People's Republic of China1
  • 31
    • 73449101512 scopus 로고    scopus 로고
    • Lessons from 60 years of pharmaceutical innovation
    • Munos, B., Lessons from 60 years of pharmaceutical innovation. Nature reviews Drug discovery 8:12 (2009), 959–968.
    • (2009) Nature reviews Drug discovery , vol.8 , Issue.12 , pp. 959-968
    • Munos, B.1
  • 32
    • 38249009879 scopus 로고
    • Private and quasi-social rates of return on pharmaceutical R&D in Japan
    • Odagiri, H., Murakami, N., Private and quasi-social rates of return on pharmaceutical R&D in Japan. Research policy 21:4 (1992), 335–345.
    • (1992) Research policy , vol.21 , Issue.4 , pp. 335-345
    • Odagiri, H.1    Murakami, N.2
  • 33
    • 0001791294 scopus 로고
    • Patents and R&D at the firm level: a first look
    • University of Chicago Press
    • Pakes, A., Griliches, Z., Patents and R&D at the firm level: a first look. R&D, patents, and productivity, 1984, University of Chicago Press, 55–72.
    • (1984) R&D, patents, and productivity , pp. 55-72
    • Pakes, A.1    Griliches, Z.2
  • 34
    • 0342321971 scopus 로고    scopus 로고
    • Environmental efficiency with multiple environmentally detrimental variables: Estimated with SFA and DEA
    • Reinhard, S., Lovell, C.A.K., Thijssen, G.J., Environmental efficiency with multiple environmentally detrimental variables: Estimated with SFA and DEA. European Journal of Operational Research 121 (2000), 287–303.
    • (2000) European Journal of Operational Research , vol.121 , pp. 287-303
    • Reinhard, S.1    Lovell, C.A.K.2    Thijssen, G.J.3
  • 35
    • 85018651986 scopus 로고
    • Endogenous technological change
    • Romer, P., Endogenous technological change. Journal of Political Economy 98 (1990), 71–102.
    • (1990) Journal of Political Economy , vol.98 , pp. 71-102
    • Romer, P.1
  • 36
    • 0004312241 scopus 로고    scopus 로고
    • The economics of production and innovation
    • Butterworth-Heinemann Oxford
    • Rosegger, G., The economics of production and innovation. 1996, Butterworth-Heinemann, Oxford.
    • (1996)
    • Rosegger, G.1
  • 37
    • 0346673197 scopus 로고    scopus 로고
    • Data envelopment analysis as a tool for constructing scientometrics indicators
    • Rousseau, S., Rousseau, R., Data envelopment analysis as a tool for constructing scientometrics indicators. Scientometrics 40 (1997), 45–56.
    • (1997) Scientometrics , vol.40 , pp. 45-56
    • Rousseau, S.1    Rousseau, R.2
  • 38
    • 0012757897 scopus 로고    scopus 로고
    • The scientific wealth of European nations: Taking effectiveness into account
    • Rousseau, S., Rousseau, R., The scientific wealth of European nations: Taking effectiveness into account. Scientometrics 42 (1998), 75–87.
    • (1998) Scientometrics , vol.42 , pp. 75-87
    • Rousseau, S.1    Rousseau, R.2
  • 39
    • 84997207732 scopus 로고    scopus 로고
    • R&D expenditures, ultimate ownership and future performance: Evidence from China
    • Ruiqi, W., Wang, F., Xu, L., Yuan, C., R&D expenditures, ultimate ownership and future performance: Evidence from China. Journal of Business Research 71 (2017), 47–54.
    • (2017) Journal of Business Research , vol.71 , pp. 47-54
    • Ruiqi, W.1    Wang, F.2    Xu, L.3    Yuan, C.4
  • 40
    • 52549088055 scopus 로고    scopus 로고
    • Inter-country R&D efficiency analysis: An application of data envelopment analysis
    • Sharma, S., Thomas, V.J., Inter-country R&D efficiency analysis: An application of data envelopment analysis. Scientometrics 76 (2008), 483–501.
    • (2008) Scientometrics , vol.76 , pp. 483-501
    • Sharma, S.1    Thomas, V.J.2
  • 41
    • 0142072564 scopus 로고    scopus 로고
    • Technological development and rates of return to investment in a catching-up economy: the case of South Korea
    • Timmer, M.P., Technological development and rates of return to investment in a catching-up economy: the case of South Korea. Structural Change and Economic Dynamics 14:4 (2003), 405–425.
    • (2003) Structural Change and Economic Dynamics , vol.14 , Issue.4 , pp. 405-425
    • Timmer, M.P.1
  • 42
    • 80052246226 scopus 로고    scopus 로고
    • Knowledge, networks and nations: Global scientific collaboration in 21st century
    • Elsevier London
    • The Royal Society, Knowledge, networks and nations: Global scientific collaboration in 21st century. 2011, Elsevier, London.
    • (2011)
    • The Royal Society1
  • 43
    • 33846869973 scopus 로고    scopus 로고
    • Relative efficiency of R&D activities: A cross-country study accounting for environmental factors in the DEA approach
    • Wang, E.C., Huang, W., Relative efficiency of R&D activities: A cross-country study accounting for environmental factors in the DEA approach. Research Policy 36 (2007), 260–273.
    • (2007) Research Policy , vol.36 , pp. 260-273
    • Wang, E.C.1    Huang, W.2
  • 44
    • 84945435615 scopus 로고    scopus 로고
    • China's high-tech exports: Myth and reality
    • Xing, Y.Q., China's high-tech exports: Myth and reality. GRIPS discussion paper, 2011.
    • (2011) GRIPS discussion paper
    • Xing, Y.Q.1
  • 45
    • 0030216722 scopus 로고    scopus 로고
    • The application of data envelopment analysis in conjunction with financial ratios for bank performance evaluation
    • Yeh, Q., The application of data envelopment analysis in conjunction with financial ratios for bank performance evaluation. Journal of the Operational Research Society 47 (1996), 980–988.
    • (1996) Journal of the Operational Research Society , vol.47 , pp. 980-988
    • Yeh, Q.1
  • 47
    • 0141942726 scopus 로고    scopus 로고
    • A study of the R&D efficiency and productivity of Chinese firms
    • Zhang, A., Zhang, Y., Zhao, R., A study of the R&D efficiency and productivity of Chinese firms. Journal of Comparative Economics 31:3 (2003), 444–464.
    • (2003) Journal of Comparative Economics , vol.31 , Issue.3 , pp. 444-464
    • Zhang, A.1    Zhang, Y.2    Zhao, R.3
  • 48
    • 78649834523 scopus 로고    scopus 로고
    • The performance evaluation of regional R&D investments in China: An application of DEA based on the first official China economic census data
    • Zhong, W., Yuan, W., Li, S.X., Huang, Z.M., The performance evaluation of regional R&D investments in China: An application of DEA based on the first official China economic census data. Omega 39 (2011), 447–455.
    • (2011) Omega , vol.39 , pp. 447-455
    • Zhong, W.1    Yuan, W.2    Li, S.X.3    Huang, Z.M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.