Evaluation, influencing factors and spatial spillover of innovation efficiency in five major urban agglomerations in coastal China

Yanwen SHENG; Huasong LUO; Jinping SONG; Jinli ZHAO; Xuebo ZAHNG

doi:10.11821/dlyj020181124

[2] Tidd J, Bessant J, Pavitt K. Managing Innovation: Integrating Technological, Market and Organizational Change[D]. Chichester: John Wiley & Sons Ltd(2005).

[3] Cruz-Cázares C, Bayona-Sáez C, García-Marco T. You can't manage right what you can't measure well: Technological innovation efficiency[D]. Research Policy, 42, 1239-1250(2013).

[4] Fritsch M, Slavtchev V. Determinants of the efficiency of regional innovation systems[D]. Regional Studies, 45, 905-918(2011).

[5] Sharma S, Thomas V J. Inter-country R&D efficiency analysis: An application of data envelopment analysis[D]. Scientometrics, 76, 483-501(2008).

[6] Guan J, Chen K. Modeling the relative efficiency of national innovation systems[D]. Research Policy, 41, 102-115(2012).

[7] Bai J. On regional innovation efficiency: Evidence from panel data of China's different provinces[D]. Regional Studies, 47, 773-788(2013).

[8] Fritsch M. Cooperation and the efficiency of regional R&D activities[D]. Cambridge Journal of Economics, 28, 829-846(2004).

[9] Guan J, Chen K. Measuring the innovation production process: A cross-region empirical study of China's high-tech innovations[D]. Technovation, 30, 348-358(2010).

[13] Chen K, Kou M. Staged efficiency and its determinants of regional innovation systems: A two-step analytical procedure[D]. The Annals of Regional Science, 52, 627-657(2014).

[16] Broekel T. Do cooperative research and development (R&D) subsidies stimulate regional innovation efficiency?. Evidence from Germany[D]. Regional Studies, 49, 1087-1110(2015).

[19] Lakshmanan T R, Anderson W P, Song Y. Rise of Megalopolis as A Mega Knowledge Region: Interaction of Innovation in Transport, Information, Production and Organizations[D]. Heidelberg: Springer(2015).

[29] Boschma R. Proximity and innovation: A critical assessment[D]. Regional Studies, 39, 61-74(2005).

[30] Aigner D, Lovell C A K, Schmidt P. Formulation and estimation of stochastic frontier production function models[D]. Journal of Econometrics, 6, 21-37(1977).

[31] Battese G E, Coelli T J. Frontier production functions, technical efficiency and panel data: With application to paddy farmers in India[D]. Journal of Productivity Analysis, 3, 153-169(1992).

[32] Elhorst J P. Matlab software for spatial panels[D]. International Regional Science Review, 37, 389-405(2015).

[33] Romer P M. Endogenous technological change[D]. Journal of Political Economy, 98, 71-102(1990).

[36] LeSage J, Pace R K. Introduction to Spatial Econometrics.[D]. New York: Chapman and Hall/ CRC(2009).