Mapping the innovation production process from accumulative advantage to economic outcomes: A path modeling approach

Technovation

Volumn 31, Issue 7, 2011, Pages 336-346

  Chen, Kaihua ^a,b   Guan, Jiancheng ^c  

^a BEIHANG UNIVERSITY   (China)

^b Chinese Academy of Sciences   (China)

^c UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

Author keywords

Chinas high tech innovations; Innovation production process; Matthew effects; Path dependence; Path modeling analysis

Indexed keywords

CHINAS HIGH-TECH INNOVATIONS; ECONOMIC PROFIT; EMPIRICAL INVESTIGATION; EMPIRICAL STUDIES; HIGH-TECH INDUSTRIES; INNOVATION ACTIVITY; INNOVATION CAPITAL; INNOVATION MANAGEMENT; MATTHEW EFFECTS; MODELING APPROACH; PATH DEPENDENCE; PATH MODELING ANALYSIS; POLICY MAKERS; PRODUCTION PROCESS; REGIONAL INNOVATION SYSTEMS; SYSTEMS THINKING; TECHNOLOGICAL INNOVATION;

COMPENSATION (PERSONNEL); EMBEDDED SYSTEMS; INDUSTRY; PRODUCTION ENGINEERING; PROFITABILITY; REGIONAL PLANNING; USER INTERFACES;

INNOVATION;

EID: 79957456288     PISSN: 01664972     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.technovation.2011.03.004     Document Type: Article

References (87)

1. Z. Acs, L. Anselin, and A. Varga Patents and innovation counts as measures of regional production of new knowledge Research Policy 31 7 2002 1069 1085
2. J. Alegre, and R. Chiva Assessing the impact of organizational learning capability on product innovation performance: an empirical test Technovation 28 6 2008 315 326 (Pubitemid 351608706)
3. R.P. Bagozzi, and Y. Yi On the evaluation of structural equation models Academy of Marketing Science 16 1 1988 74 94
4. M.J. Benner, and M.L. Tushman Exploitation, exploration, and process management: productivity dilemma revisited Academy of Management Review 28 2 2003 238 256 (Pubitemid 36446326)
5. B. Bernstein, and P.J. Singh An integrated innovation process model based on practices of Australian biotechnology firms Technovation 26 5-6 2006 561 572
6. M.G. Brown, and R.A. Svenson Measuring R&D productivity Research Technology Management 41 6 1998 30 35
7. A. Cantisani Technological innovation processes revisited Technovation 26 11 2006 1294 1301 (Pubitemid 44730532)
8. C. Chen, and H. Shih High-Tech Industries in China (Advances in Chinese Economic Studies Series) 2005 Edward Elgar Northampton, MA
9. H.J. Chen, and T.C. Lin Exploring source of the variety in organizational innovation adoption issues - an empirical study of managers label on knowledge management project issues in Taiwan Expert Systems with Applications 36 2 2009 1380 1390
10. K.H. Chen, and J.C. Guan Mapping the functionality of Chinas regional innovation systems: a structural approach China Economic Review 2010 10.1016/j.chieco.2010.08.002
11. W.W. Chin, B.L. Marcolin, and P.R. Newsted A partial least squares latent variable modeling approach for measuring causal effects: results from a Monte Carlo simulation study and an electronic-mail emotion/adoption study Information Systems Research 14 2 2003 189 217
12. China National Bureau of Statistics China Statistics Yearbook on High Technology Industry 2008 China Statistics Press Beijing
13. P. Cooke, M.G. Uranga, and G. Etxebarria Regional innovation systems: institutional and organisational dimensions Research Policy 26 4-5 1997 475 491 (Pubitemid 127401244)
14. R.G. Cooper Predevelopment activities determine new product success Industrial Marketing Management 17 3 1988 237 247
15. L.J. Cronbach Coefficient alpha and the internal structure of tests Psychometrika 16 3 1951 297 334
16. E. Danneels The dynamics of product innovation and firm competences Strategic Management Journal 23 3 2002 1095 1121 (Pubitemid 35459490)
17. T.A. DiPrete, and G.M. Eirich Cumulative advantage as a mechanism for inequality: a review of theoretical and empirical developments Annual Review of Sociology 32 2006 271 297 (Pubitemid 44474122)
18. D. Doloreux What we should know about regional systems of innovation Technology in Society 24 3 2002 243 263
19. C. Edquist Systems of innovation approaches - their emergence and characteristics C. Edquist, Systems of Innovation: Technologies, Institutions and Organizations 1997 Pinter/Cassell London 1 35
20. C. Edquist, and L. Hommen Systems of innovation: theory and policy for the demand side Technology in Society 21 1 1999 63 79 (Pubitemid 29259417)
21. B. Efron, and R.J. Tibshirani An Introduction to the Bootstrap 1993 Chapman and Hall New York
22. X. Fang Re-examining the reform of Chinas science and technology system: a historical perspective Journal of Science and Technology Policy in China 1 1 2010 7 17
23. C.R. Fornell, and F.L. Bookstein Two structural equation models: LISREL and PLS applied to consumer exit-voice theory Journal of Marketing Research 26 4 1982 440 452
24. C. Freeman, and L. Soete The Economics of Industrial Innovation 1997 The MIT Press Massachusetts
25. M. Fritsch, and V. Slavtchev What determines the efficiency of regional innovation systems? Jena Economic Research Papers No. 200706 2007
26. M. Fritsch, and V. Slavtchev How does industry specialization affect the efficiency of regional innovation systems? Annals of Regional Science 45 1 2010 87 108
27. Fu, J.R., 2006a. Visualpls-Partial Least Square (PLS) Regression - An Enhanced GUI for Lvpls (PLS 1.8 PC) Version 1.04. National Kaohsiung University of Applied Sciences. Taiwan, ROC.
28. Fu, J.R., 2006b. Visualpls-Partial Least Square (PLS) Regression - An Enhanced GUI for Lvpls (PLS 1.8 PC) Version 1.04. 〈 http://www2.kuas.edu. tw/prof/fred/vpls/index.html 〉.
29. J.L. Furman, M.E. Porter, and S. Stern The determinants of national innovative capacity Research Policy 31 6 2002 899 933
30. K. Galanakis Innovation process. Make sense using systems thinking Technovation 26 11 2006 1222 1232 (Pubitemid 44730526)
31. H. Gatignon, M.L. Tushman, W. Smith, and P. Anderson A structural approach to assessing innovation: construct development of innovation locus, type, and characteristics Management Science 48 9 2002 1103 1122 (Pubitemid 35327243)
32. E. Geisler An integrated cost-performance model of research and development evaluation Omega 23 3 1995 281 294
33. D.W. Gerbing, and J.C. Anderson An updated paradigm for scale development incorporating unidimensionality and its assessment Journal of Marketing Research 25 2 1988 186 192
34. Z. Griliches Issues in assessing the contribution of R&D to productivity growth Bell Journal of Economics 10 1 1979 92 116
35. Z. Griliches R&D and the productivity slowdown American Economic Review 70 2 1980 343 348
36. Z. Griliches Patent statistics as economic indicators: a survey? Journal of Economic Literature 28 4 1990 1661 1707
37. Z. Griliches R&D and Productivity 1998 University of Chicago Press Chicago
38. J.C. Guan, and K.H. Chen Measuring the innovation production process: a cross-region empirical study of Chinas high-tech innovations Technovation 30 56 2010 348 358
39. J.C. Guan, and N. Ma Structural equation model with PLS path modeling for an integrated system of publicly funded basic research Scientometrics 81 3 2009 683 698
40. D. Guellec, and B. van Pottelsberghe de la Potterie 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 (Pubitemid 38977082)
41. B. Guo Technology acquisition channels and industry performance: an industry-level analysis of Chinese large- and medium-size manufacturing enterprises Research Policy 37 2 2008 194 209
42. J.F. Hair, R.E. Anderson, R.L. Tatham, and W.C. Black Multivariate Data Analysis 5th ed. 1998 Prentice-Hall Upper Saddle River, NJ
43. B.H. Hall, and J. Mairesse Exploring the relationship between R&D and productivity in French manufacturing firms Journal of Econometrics 65 1 1995 263 293
44. M.T. Hansen, and J. Birkinshaw The innovation value chain Harvard Business Review 85 6 2007 121 130
45. H. Hollanders, and B. ter Weel Technology, knowledge spillovers and changes in employment structure: evidence from six OECD countries Labour Economics 9 5 2002 579 599
46. A.G. Hu, and G.H. Jefferson Returns to research and development in Chinese industry: evidence from state-owned enterprises in Beijing China Economic Review 15 1 2004 86 107 (Pubitemid 38236299)
47. M.C. Hu, and J.A. Mathews Chinas national innovative capacity Research Policy 37 9 2008 465 1479
48. T.P. Hughes The evolution of large technological systems W. Bijker, T.P. Hughes, T. Pinch, The Social Construction of Technological Systems 1987 MIT Press Cambridge, MA 51 82
49. L. Jakobson Innovation with Chinese Characteristics-High-Tech Research in China 2007 Palgrave Macmillan New York
50. K.G. Jöreskog A general method for analysis of covariance structure Biometrika 57 2 1970 239 251
51. Jöreskog, K.G., Sörbom, D., 1984. LISREL VI: Analysis of Linear Structural Relationship by Maximum Likelihood and Least Square Methods. Scientific Software. Mooresville, IN.
52. R.B. Kline Principles and Practice of Structural Equation Modeling 1998 Guilford Press New York
53. S.J. Kline, and N. Rosenberg An overview of innovation R. Landau, N. Rosenberg, The Positive Sum Strategy-Harnessing Technology for Economic Growth 1986 National Academy Press Washington, D.C 275 305
54. G. Kostas Innovation process. Make sense using systems thinking Technovation 26 11 2006 1222 1232
55. J.Y. Lai, C.T. Wang, and C.Y. Chou How knowledge map fit and personalization affect success of KMS in high-tech firms Technovation 29 4 2009 313 324
56. X.H. Liu, and T. Buck. Innovation performance and channels for international technology spillovers: evidence from Chinese high-tech industries Research Policy 36 3 2007 355 366
57. X.H. Liu, and H. Zou The impact of greenfield FDI and mergers and acquisitions on innovation in Chinese high-tech industries Journal of World Business 43 3 2008 352 364
58. C.M. Majchrzak, R.L. Beath, and W.W. Chin Management client dialogues during information systems design to facilitate client learning MIS Quarterly 29 4 2005 653 672 (Pubitemid 44841802)
59. G.A. Marcoulides, and S. Carol PLS: a silver bullet? MIS Quarterly 30 2 2006 1 7
60. J. Markard, and B. Truffer Innovation processes in large technical systems: market liberalization as a driver for radical change? Research Policy 35 5 2006 609 625 (Pubitemid 43796211)
61. P. Maskell, and A. Malmberg Localised learning and industrial competitiveness Cambridge Journal of Economics 23 2 1999 85 167
62. R.K. Merton The Matthew effect in science, the reward and communication systems of science considered Science 159 3810 1968 56 63
63. R.K. Merton The Matthew effect in science. II. Cumulative advantage and the symbolism of intellectual property ISIS 79 4 1988 606 623
64. H.S. Moon, and J.D. Lee A fuzzy set theory approach to national composite S&T indices Scientometrics 64 2 2005 67 83
65. N. Murovec, and I. Prodan Absorptive capacity, its determinants, and influence on innovation output: cross-cultural validation of the structural model Technovation 29 12 2009 859 872
66. W. Nasierowski, and F.J. Arcelus Interrelationships among the elements of national innovation systems: a statistical evaluation European Journal of Operational Research 119 1-2 1999 235 253 (Pubitemid 30518382)
67. R.R. Nelson National Innovation Systems - A Comparative Analysis 1993 Oxford University Press New York
68. R.R. Nelson, and S.G. Winter An Evolutionary Theory of Economic Behavior and Capabilities 1982 Harvard University Press Cambridge
69. A. Pakes, and Z. Griliches Patents and R&D at the firm level: a first look Z. Griliches, R&D Patents and Productivity 1984 University of Chicago Press Chicago 55 72
70. L. Raymond, and J. St-Pierre R&D as a determinant of innovation in manufacturing SMEs: an attempt at empirical clarification Technovation 30 1 2010 48 56
71. S. Redding Path dependence, endogenous innovation, and growth Intemational Economic Review 43 4 2002 1215 1248
72. H.B. Rejeb, L. Morel-Guimarães, V. Boly, and N.D.G. Assiélou Measuring innovation best practices: improvement of an innovation index integrating threshold and synergy effects Technovation 28 12 2008 838 854
73. J. Rhee, T. Park, and D.Y. Lee Drivers of innovativeness and performance for innovative SMEs in South Korea: mediation of learning orientation Technovation 30 1 2010 65 75
74. E.M. Rogers Diffusion of Innovations fourth ed. 1995 The Free Press New York
75. P. Romer Endogenous technological change Journal of Political Economy 98 5 1990 S71 S102
76. S. Roper, J. Dub, and J.H. Loveb Modelling the innovation value chain Research Policy 37 6-7 2008 961 977
77. E.D. Rosenzweig A contingent view of e-collaboration and performance in manufacturing Journal of Operations Management 27 6 2009 462 478
78. R. Rothwell Towards the fifth-generation innovation process International Marketing Review 11 1 1994 7 31
79. J. Schumpeter The Theory of Economic Development 1961 Oxford University Press London
80. S.Y. Sohn, Y.G. Joo, and H.K. Han Structural equation model for the evaluation of national funding on R&D project of SMEs in consideration with MBNQA criteria Evaluation and Program Planning 30 1 2007 10 20 (Pubitemid 46024581)
81. S.Y. Sohn, and T.H. Moon Structural equation model for predicting technology commercialization success index (TCSI) Technological Forecasting and Social Change 70 9 2003 885 899 (Pubitemid 37431562)
82. M. Tenenhaus, V.E. Vinzi, Y.M. Chatelin, and C. Lauro PLS path modeling Computational Statistics and Data Analysis 48 1 2005 159 205
83. E.C. Wang, and W.C. Huang Relative efficiency of R&D activities: a cross-country study accounting for environmental factors in the DEA approach Research Policy 36 2 2007 260 273 (Pubitemid 46227555)
84. C.E. Werts, R.L. Linn, and K.G. Jöreskog Interclass reliability estimates: testing structural assumptions Education and Psychological Measurement 34 1 1974 25 33
85. H. Wold Soft modeling: the basic design and some extensions K.G. JLoreskog, H. Wold, Systems Under Indirect Observation (Part 2) 1982 North-Holland Amsterdam 1 54
86. H. Wold Partial least squares S. Kotz, N.L. Johnson, Encyclopedia of Statistical Sciences vol. 6 1985 Wiley New York 581 591
87. S.X. Zeng, X.M. Xie, and C.M. Tam Relationship between cooperation networks and innovation performance of SMEs Technovation 30 3 2010 181 194