Research on Enterprise Technological Innovation Based on the Dynamic Capability of Knowledge Management
Yang Junxiang , He Jinsheng . Research on Enterprise Technological Innovation Based on the Dynamic Capability of Knowledge Management[J]. Knowledge Management Forum, 2013 , 2013(4) : 1 -9 . DOI: 10.7536/j.issn.2095-5472.2013.04.001
表1 采用的拟合指标及其评价标准 |
| 指标名称 | 评 价 标 准 | ||
| 绝对适配度指标 | 卡方指数比 | $\chi ^{2}$ /df | 一般不大于3 |
| 拟合优度指数 | GFI(介于0-1之间) | 大于0.9,越接近1越好 | |
| 调整拟合优度指数 | AGFI (介于0-1之间) | 大于0.9,越接近1越好 | |
| 渐进残差均方和方根 | RMSEA(不大于0.1) | 小于0.08,越小越好 | |
| 增值适配度指标 | 标准拟合指数 | NFI | 大于0.9,越接近1越好 |
| 非正态化拟合指数 | TLI | 大于0.9,越接近1越好 | |
| 比较拟合指数 | CFI | 大于0.9,越接近1越好 | |
| 结构效度(AVE) | | 大于0.5 | |
| 组合效度 | | 大于0.6 | |
表2 知识管理动态能力的验证性因子分析参数估算 |
| 维度变量 | 测量题项 | 标准化系数 | T值(C.R.) | P | 组合信度 | AVE |
| 知识获取 | A1 | 0.727 | -------- | -------- | 0.8560 | 0.5983 |
| A2 | 0.760 | 11.513 | *** | |||
| A3 | 0.821 | 12.396 | *** | |||
| A4 | 0.783 | 10.539 | *** | |||
| 知识整合 | B1 | 0.689 | -------- | -------- | 0.7993 | 0.5715 |
| B2 | 0.809 | 12.121 | ||||
| B3 | 0.765 | 14.402 | *** | |||
| 知识吸收 | C1 | 0.776 | -------- | -------- | 0.8592 | 0.6044 |
| C2 | 0.740 | 12.351 | *** | |||
| C3 | 0.781 | 10.469 | *** | |||
| C4 | 0.811 | 9.582 | *** | |||
| 知识创新 | D1 | 0.785 | -------- | -------- | 0.8730 | 0.6326 |
| D2 | 0.753 | 12.783 | *** | |||
| D3 | 0.804 | 10.323 | *** | |||
| D4 | 0.837 | 12.141 | *** | |||
| 拟合优度指标(效度分析):$\chi ^{2}$ =158.6 df= 84 p=0.002 | ||||||
| $\chi ^{2}$ /df | GFI | AGFI | NFI | IFI | CFI | RMSEA |
| 1.89 | 0.984 | 0.956 | 0.978 | 0.981 | 0.977 | 0.032 |
| 注:未列t值者为参照指标,是限制估计参数。***表示p<0.001,**表示p<0.01,*表示p<0.05。 | ||||||
表3 学习能力与技术能力的验证性因子分析参数估算 |
| 潜变量 | 测量题项 | 标准化系数 | T值(C.R.) | P | 组合信度 | AVE |
| 学习能力 | E1 | 0.827 | -------- | -------- | 0.8713 | 0.6292 |
| E2 | 0.788 | 12.297 | *** | |||
| E3 | 0.721 | 11.769 | *** | |||
| E4 | 0.832 | 12.845 | *** | |||
| 技术能力 | F1 | 0.789 | -------- | -------- | 0.8952 | 0.6814 |
| F2 | 0.817 | 13.024 | *** | |||
| F3 | 0.829 | 12.521 | *** | |||
| F4 | 0.865 | 13.178 | *** | |||
| 拟合优度指标(效度分析):$\chi ^{2}$ =38.6 df= 20 p=0.003 | ||||||
| $\chi ^{2}$ /df | GFI | AGFI | NFI | IFI | CFI | RMSEA |
| 1.93 | 0.975 | 0.966 | 0.968 | 0.979 | 0.974 | 0.037 |
| 注:未列t值者为参照指标,是限制估计参数。***表示p<0.001,**表示p<0.01,*表示p<0.05。 | ||||||
表4 模型拟合结果汇总 |
| 原假设 | 路径 | 标准化系数(E) | 标准化误差 (S.E.) | 临界比 (C.R.) | 显著性 (P) | 验证结果 | ||||
| A11 | 学习能力←知识获取 | 0.394 | -0.211 | 7.737 | *** | 通过 | ||||
| A12 | 技术能力←知识获取 | 0.409 | 0.015 | 5.165 | *** | 通过 | ||||
| B11 | 学习能力←知识整合 | 0.360 | 0.156 | 5.382 | *** | 通过 | ||||
| B12 | 技术能力←知识整合 | 0.323 | -0.223 | 6.745 | *** | 通过 | ||||
| C11 | 学习能力←知识吸收 | 0.289 | 0.178 | 4.665 | *** | 通过 | ||||
| C12 | 技术能力←知识吸收 | 0.312 | 0.241 | 9.436 | *** | 通过 | ||||
| D11 | 学习能力←知识创新 | 0.352 | 0.027 | 8.217 | *** | 通过 | ||||
| D12 | 技术能力←知识创新 | 0.298 | 0.115 | 7.412 | *** | 通过 | ||||
| E11 | 技术创新绩效←学习能力 | 0.344 | 0.209 | 4.253 | *** | 通过 | ||||
| F11 | 技术创新绩效←技术能力 | 0.055 | 0.235 | 1.691 | *** | 通过 | ||||
| $\chi ^{2}$ | 606.7 | GFI | 0.975 | NFI | 0.972 | |||||
| df | 309 | AGFI | 0.949 | CFI | 0.986 | |||||
| $\chi ^{2}$/df | 1.963 | RMSEA | 0.031 | IFI | 0.973 | |||||
| 注:***表示显著性P<0.001 | ||||||||||
| [1] |
Yli-Renko H. Autio E,Sapienz H J. Social capital, knowledge acquisition, and knowledge exploitation in young technology-based firms[J].Strategic Management Journal,2001,22:587-613.
|
| [2] |
罗珉.论知识管理范式[J].财经科学,2005(3):69-75.
|
| [3] |
Boer D M, Frans A J, Van D B, et al. Management organizational knowledge integration in the emerging multimedia complex[J]. Journal of Management Studies,1999,36(6):379-398.
|
| [4] |
Cohen W,Levinthal D. Absorptive capacity: A new perspective on learning and innovation[J].Administrative Science Quarterly, 1990,35(1):128-152.
|
| [5] |
任迎伟, 张宁俊.知识吸收能力面临的科层困境及组织创新中引入市场机制分析[J].四川大学学报(哲学社会科学版),2008(2):107-112.
|
| [6] |
Zander U,Kougut B.Knowledge and the speed of the transfer and imitation of organizational capabilities:An empirical test[J].Organization Science,1995(6):34-36.
|
| [7] |
March J G.Exploration and exploitation in organizational learning[J].Organization Science, 1992(2):71-87.
|
| [8] |
Simon H.Bounded rationality and organizational learning [J]. Organization Sciences,1991,12(2): 125-134.
|
| [9] |
Garvin D A. Building a learning organization [J]. Harvard Business Review, 1993, 71(4):78-91.
|
| [10] |
Kim L. Crisis construction and organizational learning: Capability building in catching-up at Hyundai motor[J]. Organization Science, 1998, 9(4):506-521.
|
| [11] |
胡汉辉, 潘安成. 组织知识转移与学习能力的系统研究[J].管理科学学报, 2006, 9(3): 81-87.
|
| [12] |
Gonsen R. Technological capabilities in developing countries-industrial biotechnology in Mexico[M]. London: Macmillan Press,1998.
|
| [13] |
Aghion P, Howitt P. On the macroeconomic effects of major technological change[J].Annales D’ EconomiE et de Statistique, ADRES,1995(49-50):107-112.
|
| [14] |
Rousseva R. Identifying technological capabilities with different degrees of coherence: The challenge to achieve high technological sophistication in latecomer software companies[J]. Technological Forecasting and Social Change, 2007,75(7):1007-1031.
|
| [15] |
Edquist C. Systems of innovation: Technologies, institutions and organizations[M]. London: Pinter Publishers, 1997.
|
| [16] |
吴明隆. 结构方程模型——AMOS的操作与应用(第二版)[M].重庆:重庆大学出版社, 2010.
|
/
| 〈 |
|
〉 |