Focus on Innovation or Focus on Sales? The Influences of the Government of China’s Demand-Side Reform during COVID-19 and Their Sustainability Consequences in the Consumer Products Industry
Abstract
:1. Introduction
2. Literature Review and Hypotheses Development
2.1. The Concept of Sustainability and its Antecedents
2.2. The Impacts of FOI and FOS on Sustainability
2.3. The Influence of FOI on FOS
2.4. The Moderating Effects of Firm Value
2.5. Conceptual Model
3. Data and Methodology
3.1. Samples and Data Collection
3.2. Variables
3.2.1. Dependent Variable
3.2.2. Predictor and Moderator Variables
3.2.3. Controls
3.3. Research Methodology
4. Results
4.1. Descriptive Statistics and Correlation Analysis
4.2. Regression Results, Mediation, and Moderation
4.2.1. FOI and FOS’s Impacts on Sustainability
4.2.2. The Mediating Effect of FOS on the Effects of FOI on Sustainability
4.2.3. Firm Value’s Moderating Effect Analysis
4.3. Robustness Check
4.3.1. Estimating with Robust Regression Method
4.3.2. Replacing ESG Scores with Environmental Performance
5. Discussions
5.1. The Relationship between FOI, FOS, and Sustainability
5.2. The Impacts of Firm Value
6. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variables | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
---|---|---|---|---|---|---|---|---|---|
1. Sustainability | 1.000 | ||||||||
2. FOI | −0.151 *** | 1.000 | |||||||
3. FOS | 0.169 *** | −0.262 *** | 1.000 | ||||||
4. Firm value (Million RMB) | 0.129 *** | −0.079 ** | −0.029 | 1.000 | |||||
5. Return on assets | 0.222 *** | −0.136 *** | 0.021 | 0.222 *** | 1.000 | ||||
6. Debt to net worth ratio | −0.092 ** | −0.057 | −0.017 | −0.008 | −0.027 | 1.000 | |||
7. Total employees | 0.226 *** | −0.084 ** | −0.011 | 0.428 *** | 0.042 | 0.018 | 1.000 | ||
8. Executives proportion | −0.216 *** | 0.163 *** | −0.092 ** | −0.104 *** | −0.016 | −0.049 | −0.219 *** | 1.000 | |
9. Ratio of independent directors | −0.059 | 0.015 | −0.023 | 0.096 *** | 0.043 | −0.026 | 0.069 * | 0.059 | 1.000 |
Mean | 6.317 | 3.039 | 19.208 | 24072.579 | 4.997 | 1.273 | 6417.055 | 0.004 | 0.380 |
Minimum | 1.000 | 0.000 | 0.260 | 0.418 | −18.889 | −22.048 | 59 | 0.000 | 0.300 |
Maximum | 9.000 | 25.627 | 91.460 | 2312911.830 | 52.264 | 142.915 | 229154.000 | 0.053 | 0.667 |
Std. Deviation | 1.408 | 2.965 | 20.410 | 109129.941 | 6.638 | 6.165 | 15905.713 | 0.006 | 0.059 |
Valid N | 723 | 723 | 723 | 721 | 723 | 723 | 723 | 723 | 723 |
Dependent Variable: Sustainability | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|
Independent variables: | ||||
FOI | −0.088 ** | −0.052 | ||
FOS | 0.149 *** | 0.136 *** | ||
Controls: | ||||
Return on assets | 0.212 *** | 0.200 *** | 0.209 *** | 0.202 *** |
Debt to net worth ratio | −0.100 *** | −0.104 *** | −0.097 *** | −0.100 *** |
Total employees | 0.187 *** | 0.182 *** | 0.191 *** | 0.188 *** |
Executives proportion | −0.173 *** | −0.160 *** | −0.158 *** | −0.152 *** |
Ratio of independent directors | −0.074 ** | −0.072 ** | −0.071 ** | −0.071 ** |
Model-fitting metrics: | ||||
R2 | 0.140 | 0.148 | 0.162 | 0.165 |
Adjusted R2 | 0.134 | 0.140 | 0.155 | 0.157 |
F value | 23.398 *** | 20.663 *** | 23.123 *** | 20.149 *** |
Observations | 723 | 723 | 723 | 723 |
Dependent Variable: FOS | Model 5 | Model 6 |
---|---|---|
Independent variable: Innovation | −0.259 *** | |
Controls: | ||
Return on assets | 0.021 | −0.014 |
Debt to net worth ratio | −0.021 | −0.034 |
Total employees | −0.032 | −0.044 |
Executives proportion | −0.099 *** | −0.061 |
Ratio of independent directors | −0.016 | −0.013 |
Model-fitting metrics: | ||
R2 | 0.011 | 0.075 |
Adjusted R2 | 0.004 | 0.067 |
F value | 1.539 | 9.615 *** |
No. of Observations | 723 | 723 |
Dependent Variable: Sustainability | Unstandardized Coefficients | Standardized Coefficients | t | Sig. | Collinearity Statistics | |||
---|---|---|---|---|---|---|---|---|
B | Std. Error | Tolerance | VIF | |||||
Model 7 (R2 = 0.165, F = 17.551, Sig < 0.001, N = 721) | Constant | 6.258 | 0.051 | 123.539 | 0.000 | |||
FOI | −0.076 | 0.052 | −0.053 | −1.459 | 0.145 | 0.890 | 1.124 | |
FOS | 0.190 | 0.050 | 0.135 | 3.792 | 0.000 | 0.925 | 1.082 | |
Firm value | −0.012 | 0.055 | −0.008 | −0.214 | 0.830 | 0.770 | 1.298 | |
Return on assets | 0.337 | 0.059 | 0.204 | 5.756 | 0.000 | 0.931 | 1.074 | |
Debt to net worth ratio | −0.160 | 0.055 | −0.100 | −2.908 | 0.004 | 0.992 | 1.008 | |
Total employees | 0.253 | 0.051 | 0.192 | 4.943 | 0.000 | 0.780 | 1.282 | |
Executives proportion | −0.491 | 0.115 | −0.152 | −4.249 | 0.000 | 0.921 | 1.086 | |
Ratio of independent directors | −0.110 | 0.053 | −0.071 | −2.050 | 0.041 | 0.983 | 1.018 | |
Model 8 (R2 = 0.170, F = 14.591, Sig < 0.001, N = 721) | Constant | 6.262 | 0.052 | 120.854 | 0.000 | |||
FOI | −0.082 | 0.054 | −0.057 | −1.516 | 0.130 | 0.824 | 1.214 | |
FOS | 0.206 | 0.051 | 0.146 | 4.061 | 0.000 | 0.904 | 1.106 | |
Firm value | 0.094 | 0.133 | 0.067 | 0.710 | 0.478 | 0.131 | 7.624 | |
Firm value * FOI | −0.047 | 0.142 | −0.030 | −0.331 | 0.741 | 0.138 | 7.238 | |
Firm value * FOS | 0.231 | 0.108 | 0.131 | 2.140 | 0.033 | 0.311 | 3.217 | |
Return on assets | 0.319 | 0.059 | 0.193 | 5.397 | 0.000 | 0.910 | 1.099 | |
Debt to net worth ratio | −0.159 | 0.055 | −0.100 | −2.904 | 0.004 | 0.992 | 1.008 | |
Total employees | 0.264 | 0.066 | 0.201 | 3.986 | 0.000 | 0.461 | 2.170 | |
Executives proportion | −0.476 | 0.116 | −0.147 | −4.115 | 0.000 | 0.915 | 1.093 | |
Ratio of independent directors | −0.101 | 0.053 | −0.065 | −1.893 | 0.059 | 0.978 | 1.023 |
Dependent Variable | Sustainability | Sustainability | FOS | Sustainability | Sustainability |
---|---|---|---|---|---|
Independent variable: | |||||
FOI | −0.088 ** | −0.259 *** | −0.052 | −0.057 | |
FOS | 0.149 *** | 0.136 *** | 0.146 *** | ||
Moderator: | |||||
Firm value | 0.067 | ||||
Interactions: | |||||
Firm Value * FOI | −0.030 | ||||
Firm Value * FOS | 0.131 *** | ||||
Controls: | |||||
Return on assets | 0.200 *** | 0.209 *** | −0.014 | 0.202 *** | 0.193 *** |
Debt to net worth ratio | −0.104 *** | −0.097 *** | −0.034 *** | −0.100 *** | −0.100 *** |
Total employees | 0.182 *** | 0.191 *** | −0.044 * | 0.188 *** | 0.201 *** |
Executives proportion | −0.160 *** | −0.158 ** | −0.061 ** | −0.152 *** | −0.147 *** |
Ratio of independent directors | −0.072 ** | −0.071 ** | −0.013 | −0.071 * | −0.065 * |
R2 | 0.148 | 0.162 | 0.075 | 0.165 | 0.171 |
F Value | 21.392 *** | 24.038 *** | 8.854 *** | 21.063 *** | 19.603 *** |
No. of Observations | 723 | 723 | 723 | 723 | 721 |
Dependent Variable | Sustainability | Sustainability | FOS | Sustainability | Sustainability |
---|---|---|---|---|---|
Independent variable: | |||||
FOI | −0.182 *** | −0.259 *** | −0.130 *** | −0.131 *** | |
FOS | 0.236 *** | 0.204 *** | 0.228 *** | ||
Moderator: | |||||
Firm value | 0.234 ** | ||||
Interactions: | |||||
Firm Value * FOI | −0.012 | ||||
Firm Value * FOS | 0.210 *** | ||||
Controls: | |||||
Return on assets | 0.007 | 0.027 | −0.014 | 0.010 | −0.021 |
Debt to net worth ratio | −0.009 | −0.005 | −0.034 | −0.002 | −0.001 |
Total employees | 0.202 *** | 0.218 *** | −0.044 | 0.211 *** | 0.181 *** |
Executives proportion | −0.016 | −0.020 | −0.061 | −0.004 | 0.005 |
Ratio of independent directors | −0.020 | −0.019 | −0.013 | −0.017 | −0.015 |
R2 | 0.083 | 0.107 | 0.075 | 0.122 | 0.145 |
F Value | 10.860 *** | 14.283 *** | 9.615 *** | 14.171 *** | 12.007 *** |
No. of Observations | 723 | 723 | 723 | 723 | 721 |
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Xie, G.; Wu, S.; Song, Z. Focus on Innovation or Focus on Sales? The Influences of the Government of China’s Demand-Side Reform during COVID-19 and Their Sustainability Consequences in the Consumer Products Industry. Sustainability 2022, 14, 13348. https://doi.org/10.3390/su142013348
Xie G, Wu S, Song Z. Focus on Innovation or Focus on Sales? The Influences of the Government of China’s Demand-Side Reform during COVID-19 and Their Sustainability Consequences in the Consumer Products Industry. Sustainability. 2022; 14(20):13348. https://doi.org/10.3390/su142013348
Chicago/Turabian StyleXie, Guangying, Shengyan Wu, and Zhengjiang Song. 2022. "Focus on Innovation or Focus on Sales? The Influences of the Government of China’s Demand-Side Reform during COVID-19 and Their Sustainability Consequences in the Consumer Products Industry" Sustainability 14, no. 20: 13348. https://doi.org/10.3390/su142013348
APA StyleXie, G., Wu, S., & Song, Z. (2022). Focus on Innovation or Focus on Sales? The Influences of the Government of China’s Demand-Side Reform during COVID-19 and Their Sustainability Consequences in the Consumer Products Industry. Sustainability, 14(20), 13348. https://doi.org/10.3390/su142013348