Does Social Capital Increase Innovation Speed? Empirical Evidence from China
Abstract
:1. Introduction
2. Literature Review
2.1. Social Capital
2.2. Innovation Speed
2.3. Social Capital, Innovation Speed, and Sustainable Organizational Performance
3. Theoretical Model and Research Hypotheses
3.1. Social Capital and Sustainable Organizational Performance
3.2. Social Capital and Innovation Speed
3.3. Innovation Speed and Sustainable Organizational Performance
4. Materials and Methodology
4.1. Research Design
4.2. Study Measures
4.3. Sample
4.4. Data Collection
5. Results
5.1. Data Analysis
5.2. Regression Results of Hypothesis Testing
5.3. Evaluation of Alternative Model: Government Ties as a Fourth Dimension of Social Capital
5.4. Evaluation of Alternative Model: Innovation Speed as a Moderator
6. Discussion
7. Implications
7.1. Theoretical Implications
7.2. Managerial Implication
8. Limitations and Future Research
9. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A. Study Measures and Sources
References
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Structural Dimension (STRUC) | Relational Dimension (RELAT) | Cognitive Dimension (COGN) | Government Ties Dimension (GOVER) | Innovation Speed (SPEED) | Sustainable Organizational Performance (PERF) | |
---|---|---|---|---|---|---|
STRUC2 | 0.707 | 0.222 | 0.102 | 0.168 | 0.019 | 0.147 |
STRUC1 | 0.644 | 0.004 | 0.082 | 0.105 | −0.005 | 0.058 |
STRUC5 | 0.597 | 0.177 | 0.074 | 0.123 | 0.083 | 0.197 |
RELAT3 | 0.146 | 0.662 | 0.110 | 0.080 | −0.178 | 0.087 |
RELAT2 | 0.040 | 0.622 | 0.041 | −0.050 | 0.040 | −0.054 |
RELAT6 | 0.196 | 0.594 | 0.291 | 0.152 | −0.110 | −0.033 |
COGN3 | 0.141 | 0.291 | 0.607 | 0.120 | 0.168 | 0.201 |
COGN2 | −0.065 | 0.231 | 0.579 | 0.061 | 0.271 | 0.039 |
COGN6 | 0.273 | 0.000 | 0.559 | 0.068 | 0.075 | 0.177 |
GOVER2 | 0.049 | −0.063 | −0.018 | 0.737 | 0.294 | 0.247 |
GOVER1 | 0.227 | 0.096 | 0.207 | 0.710 | −0.011 | 0.129 |
GOVER3 | 0.205 | 0.113 | 0.067 | 0.639 | 0.231 | 0.141 |
SPEED2 | 0.098 | −0.016 | 0.176 | 0.224 | 0.569 | 0.218 |
SPEED1 | −0.003 | −0.188 | 0.206 | 0.157 | 0.565 | −0.062 |
PERF2 | 0.185 | −0.037 | 0.114 | 0.284 | 0.003 | 0.775 |
PERF1 | 0.233 | 0.023 | 0.242 | 0.176 | 0.137 | 0.750 |
Construct Reliability | Mean | S. E. | |
---|---|---|---|
Structural Dimension | 0.756 | 4.256 | 0.612 |
Relational Dimension | 0.713 | 4.109 | 0.642 |
Cognitive Dimension | 0.708 | 4.173 | 0.503 |
Government Ties Dimension | 0.810 | 3.672 | 0.760 |
Innovation Speed | 0.607 | 3.544 | 0.632 |
Sustainable Organizational Performance | 0.862 | 3.397 | 0.815 |
Ease of Entry | 3.648 | 0.786 | |
Substitution Threats | 3.088 | 0.852 | |
Buyer Power | 3.640 | 0.756 | |
Supplier Power | 3.528 | 0.799 | |
Seller Concentration | 3.792 | 0.765 | |
Firm Size | 1.544 | 0.838 |
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1. Sustainable Organizational Performance | 1.000 | |||||||||||
2.Structural Dimension | 0.373 *** | 1.000 | ||||||||||
3.Relational Dimension | 0.064 | 0.273 *** | 1.000 | |||||||||
4.Cognitive Dimension | 0.355 *** | 0.279 *** | 0.318 *** | 1.000 | ||||||||
5.Government Ties Dimension | 0.445 *** | 0.334 *** | 0.120 | 0.273 *** | 1.000 | |||||||
6.Innovation Speed | 0.223 ** | 0.124 | −0.101 | 0.331 *** | 0.363 *** | 1.000 | ||||||
7.Ease of Entry | −0.034 | 0.077 | 0.152 * | −0.130 | −0.064 | −0.204 ** | 1.000 | |||||
8.Substitution Threats | 0.135 | 0.013 | 0.149 * | 0.121 | −0.001 | 0.187 ** | 0.143 | 1.000 | ||||
9.Buyer Power | −0.141 | 0.161 * | 0.023 | 0.071 | 0.194 ** | 0.041 | 0.016 | −0.116 | 1.000 | |||
10.Supplier power | −0.067 | −0.008 | 0.182 ** | 0.102 | 0.167 * | 0.025 | 0.247 *** | 0.100 | 0.371 *** | 1.000 | ||
11.Seller Concentration | −0.220 ** | −0.006 | 0.342 *** | 0.066 | −0.289 *** | −0.031 | 0.172 * | 0.127 | 0.155 * | 0.274 *** | 1.000 | |
12.Firm Size | 0.183 ** | 0.056 | −0.062 | −0.162* | 0.160 * | −0.084 | −0.025 | −0.147 | 0.073 | −0.096 | −0.049 | 1.000 |
Model1 | Model2 | Model3 | ||||||
---|---|---|---|---|---|---|---|---|
Sustainable Organizational Performance | Innovation Speed | Sustainable Organizational Performance | ||||||
Coefficient Estimate | S. E. | Standardized Estimate | Coefficient Estimate | S. E. | Standardized Estimate | Coefficient Estimate | S. E. | |
Intercept | −0.020 | 0.734 | 0.000 | 1.903 *** | 0.513 | 0.000 | 2.752 *** | 0.715 |
Structural Dimension | 0.329 *** | 0.108 | 0.247 | −0.003 | 0.091 | −0.003 | ||
Relational Dimension | −0.127 | 0.107 | −0.100 | −0.237 *** | 0.084 | −0.240 | ||
Cognitive Dimension | 0.457 *** | 0.133 | 0.282 | 0.407 *** | 0.110 | 0.325 | ||
Government Ties Dimension | 0.311 *** | 0.095 | 0.290 | 0.253 *** | 0.071 | 0.304 | ||
Innovation Speed | 0.285 ** | 0.115 | ||||||
Ease of Entry | 0.028 | 0.080 | 0.290 | 0.029 | 0.094 | |||
Substitution Threats | 0.117 | 0.072 | 0.027 | 0.125 | 0.086 | |||
Buyer Power | −0.242 *** | 0.083 | 0.122 | −0.135 | 0.095 | |||
Supplier Power | −0.013 | 0.092 | −0.237 | 0.039 | 0.105 | |||
Seller Concentration | −0.095 | 0.093 | −0.012 | −0.227 ** | 0.095 | |||
Firm Size | 0.187 ** | 0.073 | −0.090 | 0.218 ** | 0.084 | |||
F | 8.240 *** | 9.560 *** | 3.420 *** | |||||
R2 | 0.420 | 0.242 | 0.170 | |||||
Adjusted R2 | 0.369 | 0.216 | 0.120 |
Model 1 | Model 2 | |||||
---|---|---|---|---|---|---|
Coefficient Estimate | S. E. | Standardized Estimate | Coefficient Estimate | S. E. | Standardized Estimate | |
Intercept | 2.158 *** | 0.532 | 0.000 | 1.903 *** | 0.532 | 0.000 |
Structural Dimension | 0.086 | 0.091 | 0.083 | −0.003 | 0.091 | −0.003 |
Relational Dimension | −0.243 *** | 0.088 | −0.247 | −0.237 *** | 0.088 | −0.240 |
Cognitive Dimension | 0.484 *** | 0.113 | 0.386 | 0.407 *** | 0.113 | 0.325 |
Government Ties Dimension | 0.253 *** | 0.532 | 0.304 | |||
F | 7.84 *** | 9.65 *** | ||||
R2 | 0.163 | 0.242 | ||||
Adjusted R2 | 0.142 | 0.217 | ||||
Change in R2 | 0.079 *** |
Model 3 | Mode 4 | |||||
---|---|---|---|---|---|---|
Coefficient Estimate | S. E. | Standardized Estimate | Coefficient Estimate | S. E. | Standardized Estimate | |
Intercept | 0.270 | 0.759 | 0.000 | −0.020 | 0.734 | 0.000 |
Structural Dimension | 0.417 *** | 0.109 | 0.313 | 0.329 *** | 0.108 | 0.247 |
Relational Dimension | −0.088 | 0.111 | −0.069 | −0.127 | 0.107 | −0.100 |
Cognitive Dimension | 0.545 *** | 0.136 | 0.337 | 0.457 *** | 0.133 | 0.282 |
Government Ties Dimension | 0.311 *** | 0.095 | 0.290 | |||
Ease of Entry | 0.009 | 0.084 | 0.009 | 0.028 | 0.080 | 0.027 |
Substitution Threats | 0.127 * | 0.074 | 0.132 | 0.117 | 0.072 | 0.122 |
Buyer Power | −0.209 ** | 0.086 | −0.205 | −0.242 *** | 0.083 | −0.237 |
Supplier Power | 0.058 | 0.094 | 0.054 | −0.013 | 0.092 | −0.012 |
Seller Concentration | −0.219 ** | 0.088 | −0.206 | −0.095 | 0.093 | −0.090 |
Firm Size | 0.239 *** | 0.075 | 0.245 | 0.187 ** | 0.073 | 0.193 |
F | 7.34 *** | 8.24 *** | ||||
R2 | 0.365 | 0.420 | ||||
Adjusted R2 | 0.315 | 0.369 | ||||
Change in R2 | 0.055 *** |
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Zhang, X.; Zhang, H.; Song, M. Does Social Capital Increase Innovation Speed? Empirical Evidence from China. Sustainability 2019, 11, 6432. https://doi.org/10.3390/su11226432
Zhang X, Zhang H, Song M. Does Social Capital Increase Innovation Speed? Empirical Evidence from China. Sustainability. 2019; 11(22):6432. https://doi.org/10.3390/su11226432
Chicago/Turabian StyleZhang, Xiaotang, Haili Zhang, and Michael Song. 2019. "Does Social Capital Increase Innovation Speed? Empirical Evidence from China" Sustainability 11, no. 22: 6432. https://doi.org/10.3390/su11226432
APA StyleZhang, X., Zhang, H., & Song, M. (2019). Does Social Capital Increase Innovation Speed? Empirical Evidence from China. Sustainability, 11(22), 6432. https://doi.org/10.3390/su11226432