Environmental Management, Green Innovation, and Social–Open Innovation
Abstract
:1. Introduction
2. Literature Review and Research Hypotheses
2.1. Green Innovation and Firm Performance
2.2. Moderating Role of Environmental Management on Green Innovation and Firm Performance
3. Methods
3.1. Data
3.2. Measurement of Variables
3.2.1. Dependent Variable
3.2.2. Independent Variable
3.2.3. Moderator Variable
3.2.4. Control Variables
3.2.5. Models
4. Results and Analysis
4.1. Descriptive Statistics
4.2. Correlation Test
4.3. Regression Analysis
4.4. Robustness: Alternative Measure of Firm Performance
4.5. Interpretation of Results
5. Discussion: Environmental Management and Social–Open Innovation as a Green Innovation
6. Conclusions and Policy Implications
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Variable | Obs | Mean | Std. Dev |
---|---|---|---|
Tobin’s Q | 8000 | 0.0671 | 0.0651 |
INNO | 8000 | 0.0398 | 0.0634 |
ER | 8000 | 0.1976 | 0.3861 |
F.Size | 8000 | 22.0567 | 1.9146 |
F.Age | 8000 | 11.3885 | 3.8434 |
D/E Ratio | 8000 | 0.4189 | 0.1861 |
TOP1 | 8000 | 32.3678 | 12.1143 |
1 | 2 | 3 | 4 | 5 | 6 | 7 | VIF | |
---|---|---|---|---|---|---|---|---|
1-Tobin’s Q | 1.0000 | |||||||
2-INNO | 0.0394 ** | 1.0000 | 1.03 | |||||
3-EM | 0.4011 *** | 0.1614 *** | 1.0000 | 1.20 | ||||
4-F.Size | 0.1721 | 0.2712 *** | 0.5422 ** | 1.0000 | 1.98 | |||
5-F.Age | 0.5190 | 0.1068 *** | 0.0904 ** | 0.4289 ** | 1.0000 | 1.05 | ||
6-D/E | −0.0603 *** | 0.0768 *** | −0.4386 ** | 0.0146 ** | 0.0711 ** | 1.0000 | 1.21 | |
7-TOP1 | −0.0756 *** | 0.1380 *** | −0.3107 ** | −0.4158 ** | −0.3613 | 0.0941 ** | 1.0000 | 1.28 |
Variables | Model 1 (Tobin’s Q) | Model 2 (Tobin’s Q) | ||
---|---|---|---|---|
Coefficient | p-Value | Coefficient | p-Value | |
INNO | 1.4651 | 0.006 | 1.3156 | 0.005 |
EM | 0.0311 | 0.050 | 0.01291 | 0.051 |
EM*INNO | -- | -- | 2.107 | 0.001 |
F.Size | 0.0556 | 0.786 | 0.0645 | 0.687 |
F.Age | 0.1420 | 0.142 | 0.0152 | 0.241 |
D/R | −0.0962 | 0.007 | −0.0737 | 0.009 |
TOP1 | −0.3906 | 0.002 | −0.3543 | 0.005 |
Industry Dummies | YES | YES | ||
Year Dummies | YES | YES | ||
Adjusted R2 | 21.39% | 23.25% | ||
Probability (F-Statistic) | 0.000 | 0.000 |
Variables | Model 1 (ROA) | Model 2 (ROA) | ||
---|---|---|---|---|
Coef | p-Value | Coef | p-Value | |
INNO | 1.3762 | 0.045 | 1.7211 | 0.053 |
EM | 0.0112 | 0.030 | 0.0325 | 0.050 |
EM*INNO | -- | -- | 1.5686 | 0.005 |
F.Size | 0.0432 | 0.586 | 0.0434 | 0.634 |
F.Age | 0.1345 | 0.224 | 0.0154 | 0.243 |
D/R | −0.0753 | 0.076 | −0.0645 | 0.008 |
TOP1 | −0.4302 | 0.004 | −0.3647 | 0.004 |
Industry Dummies | YES | YES | ||
Year Dummies | YES | YES | ||
Adjusted R2 | 20.87% | 21.36% | ||
Prob (F-Statistic) | 0.000 | 0.000 |
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Huong, P.T.; Cherian, J.; Hien, N.T.; Sial, M.S.; Samad, S.; Tuan, B.A. Environmental Management, Green Innovation, and Social–Open Innovation. J. Open Innov. Technol. Mark. Complex. 2021, 7, 89. https://doi.org/10.3390/joitmc7010089
Huong PT, Cherian J, Hien NT, Sial MS, Samad S, Tuan BA. Environmental Management, Green Innovation, and Social–Open Innovation. Journal of Open Innovation: Technology, Market, and Complexity. 2021; 7(1):89. https://doi.org/10.3390/joitmc7010089
Chicago/Turabian StyleHuong, Pham Thu, Jacob Cherian, Nguyen Thi Hien, Muhammad Safdar Sial, Sarminah Samad, and Bui Anh Tuan. 2021. "Environmental Management, Green Innovation, and Social–Open Innovation" Journal of Open Innovation: Technology, Market, and Complexity 7, no. 1: 89. https://doi.org/10.3390/joitmc7010089