Integrating ESG into Corporate Strategy: Unveiling the Moderating Effect of Digital Transformation on Green Innovation through Employee Insights
Abstract
:1. Introduction
2. Theoretical Background and Hypothesis
2.1. ESG
2.2. Digital Transformation
2.3. ESG and Green Innovation
2.4. The Moderating Effect of DT
3. Methods
3.1. Sample and Data Collection
3.2. Measurement of Variables
4. Results
4.1. Measurement Reliability and Validity Assessment
4.2. Hypothesis Testing
5. Discussion
5.1. Theoretical and Practical Implications
5.2. Limitations
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Categories | N | % | |
---|---|---|---|
Gender | Male | 145 | 45.9 |
Female | 171 | 54.1 | |
Age | 20~30 years | 102 | 32.3 |
30~40 years | 129 | 40.8 | |
40~50 years | 49 | 15.5 | |
50 years~ | 36 | 11.4 | |
Education | High school | 16 | 5.1 |
College | 103 | 32.6 | |
Bachelor | 167 | 52.8 | |
Master & Doctor | 30 | 9.5 | |
Career | ~5 years | 80 | 25.3 |
5~10 years | 126 | 39.9 | |
11~20 years | 67 | 21.2 | |
20 years~ | 43 | 13.6 | |
Industry | Manufacturing | 27 | 8.5 |
Finance and insurance | 54 | 17.2 | |
Entertainment, culture and sports | 25 | 7.9 | |
Retail, wholesale and service | 49 | 15.5 | |
Real estate | 33 | 10.4 | |
IT and computer services | 35 | 11.1 | |
Energy | 16 | 5.1 | |
Health and social security | 27 | 8.5 | |
Transportation | 27 | 8.5 | |
Education | 23 | 7.3 | |
Firm ownership | State-owned enterprise | 107 | 33.9 |
Private enterprise | 142 | 44.9 | |
Foreign enterprise | 62 | 19.6 | |
Others | 5 | 1.6 |
Variable | Items | Source |
---|---|---|
ESG (E) | For example, questions such as… My firm is proactive in utilizing energy-efficient, low-carbon equipment and goods. My firm uses fuels and renewable energy. My firm has successfully implemented a comprehensive energy-saving system and measures for energy conservation, complete resource recycling, green offices, etc. My firm has created an excellent environmental management system and organization management system for environmental protection. … | [65] |
ESG (S) | For example, questions such as… My firm is proactive in utilizing energy-efficient, low-carbon equipment and goods. My firm uses fuels and renewable energy. My firm has successfully implemented a comprehensive energy-saving system and measures for energy conservation, complete resource recycling, green offices, etc. My firm has created an excellent environmental and organization management system for environmental protection. | |
ESG (G) | The method for disclosing information at my firm is effective. My firm fully considers the interests of stakeholders. My firm has an effective anti-risk response system. My firm operates with moral integrity. My firm has an effective anti-bribery system in place to get rid of corruption. … | |
DT | My firm uses social media and analytics technology to understand our customers better. My firm markets our items using digital platforms like social media and the internet. My firm uses data analytics to make better operational decisions. My firm uses digital technology to improve product performance and service quality. My firm has introduced fresh, digitally-based business models. … | [66] |
GI | My firm selects materials that result in the least pollution when undertaking product development or design. When undertaking product development or design, my firm selects materials for its goods that use the least amount of energy and resources. The production procedure used by my firm efficiently lowers the release of waste or harmful materials. Waste and emissions generated during the firm’s manufacturing processes are recycled or reused. My firm’s production method efficiently reduces the amount of water, energy, coal, and oil used. … | [67] |
Items | 1 | 2 | 3 | 4 | 5 | Cronbach α |
---|---|---|---|---|---|---|
ESG15 | 0.787 | 0.183 | 0.125 | 0.099 | 0.069 | 0.948 |
ESG11 | 0.775 | 0.196 | 0.107 | 0.102 | 0.153 | |
ESG12 | 0.769 | 0.127 | 0.208 | 0.078 | 0.055 | |
ESG9 | 0.762 | 0.125 | 0.176 | 0.210 | 0.119 | |
ESG10 | 0.752 | 0.171 | 0.127 | 0.133 | 0.122 | |
ESG17 | 0.749 | 0.154 | 0.108 | 0.094 | 0.160 | |
ESG16 | 0.747 | 0.159 | 0.142 | 0.110 | 0.102 | |
ESG8 | 0.738 | 0.141 | 0.156 | 0.158 | 0.092 | |
ESG14 | 0.737 | 0.207 | 0.043 | 0.061 | 0.121 | |
ESG13 | 0.734 | 0.168 | 0.215 | 0.084 | 0.134 | |
ESG18 | 0.730 | 0.155 | 0.129 | 0.104 | 0.158 | |
ESG7 | 0.723 | 0.182 | 0.159 | 0.164 | 0.134 | |
DT6 | 0.146 | 0.774 | 0.139 | 0.144 | 0.135 | 0.944 |
DT8 | 0.169 | 0.765 | 0.177 | 0.066 | 0.198 | |
DT9 | 0.176 | 0.765 | 0.140 | 0.129 | 0.147 | |
DT3 | 0.162 | 0.765 | 0.215 | 0.146 | 0.115 | |
DT1 | 0.219 | 0.762 | 0.140 | 0.134 | 0.063 | |
DT2 | 0.185 | 0.758 | 0.144 | 0.091 | 0.174 | |
DT7 | 0.175 | 0.756 | 0.126 | 0.141 | 0.170 | |
DT10 | 0.191 | 0.755 | 0.117 | 0.139 | 0.165 | |
DT5 | 0.200 | 0.740 | 0.157 | 0.078 | 0.105 | |
DT4 | 0.211 | 0.733 | 0.207 | 0.062 | 0.156 | |
GI8 | 0.117 | 0.227 | 0.800 | 0.155 | 0.137 | 0.938 |
GI5 | 0.205 | 0.090 | 0.777 | 0.169 | 0.156 | |
GI6 | 0.189 | 0.174 | 0.776 | 0.219 | 0.152 | |
GI2 | 0.128 | 0.193 | 0.771 | 0.170 | 0.129 | |
GI7 | 0.230 | 0.140 | 0.761 | 0.129 | 0.172 | |
GI4 | 0.182 | 0.214 | 0.740 | 0.194 | 0.159 | |
GI1 | 0.220 | 0.209 | 0.729 | 0.135 | 0.229 | |
GI3 | 0.209 | 0.248 | 0.716 | 0.140 | 0.142 | |
ESG4 | 0.202 | 0.132 | 0.101 | 0.790 | 0.100 | 0.906 |
ESG3 | 0.201 | 0.130 | 0.159 | 0.777 | 0.090 | |
ESG5 | 0.145 | 0.100 | 0.184 | 0.773 | 0.196 | |
ESG6 | 0.163 | 0.143 | 0.223 | 0.757 | 0.113 | |
ESG1 | 0.125 | 0.198 | 0.232 | 0.743 | 0.092 | |
ESG2 | 0.137 | 0.162 | 0.187 | 0.743 | 0.136 | |
ESG23 | 0.204 | 0.200 | 0.146 | 0.154 | 0.785 | 0.911 |
ESG21 | 0.206 | 0.227 | 0.220 | 0.095 | 0.756 | |
ESG22 | 0.116 | 0.222 | 0.268 | 0.078 | 0.752 | |
ESG24 | 0.182 | 0.146 | 0.099 | 0.182 | 0.748 | |
ESG20 | 0.196 | 0.203 | 0.218 | 0.088 | 0.743 | |
ESG19 | 0.169 | 0.202 | 0.185 | 0.177 | 0.730 | |
KMO = 0.960, p = 0.000 |
Items | Estimate | S.E. | C.R. | AVE | CR | |
---|---|---|---|---|---|---|
ESG18 | 0.764 | 1.000 | 0.616 | 0.951 | ||
ESG17 | 0.775 | 0.983 | 0.066 | 14.825 | ||
ESG16 | 0.773 | 1.034 | 0.070 | 14.778 | ||
ESG15 | 0.807 | 1.052 | 0.068 | 15.562 | ||
ESG14 | 0.754 | 0.973 | 0.068 | 14.349 | ||
ESG13 | 0.783 | 1.000 | 0.067 | 15.007 | ||
ESG12 | 0.792 | 1.010 | 0.066 | 15.212 | ||
ESG11 | 0.809 | 1.079 | 0.069 | 15.621 | ||
ESG10 | 0.790 | 1.015 | 0.067 | 15.185 | ||
ESG9 | 0.812 | 1.058 | 0.067 | 15.687 | ||
ESG8 | 0.779 | 0.980 | 0.066 | 14.915 | ||
ESG7 | 0.777 | 1.019 | 0.068 | 14.878 | ||
ESG1 | 0.771 | 1.000 | 0.631 | 0.911 | ||
ESG2 | 0.778 | 1.037 | 0.071 | 14.599 | ||
ESG3 | 0.805 | 1.116 | 0.073 | 15.210 | ||
ESG4 | 0.801 | 1.112 | 0.073 | 15.127 | ||
ESG5 | 0.804 | 1.124 | 0.074 | 15.194 | ||
ESG6 | 0.805 | 1.114 | 0.073 | 15.209 | ||
ESG24 | 0.764 | 1.000 | 0.656 | 0.920 | ||
ESG23 | 0.836 | 1.132 | 0.071 | 15.912 | ||
ESG22 | 0.812 | 1.082 | 0.070 | 15.367 | ||
ESG21 | 0.839 | 1.136 | 0.071 | 15.980 | ||
ESG20 | 0.815 | 1.047 | 0.068 | 15.434 | ||
ESG19 | 0.793 | 1.029 | 0.069 | 14.926 | ||
DT1 | 0.812 | 1.000 | 0.662 | 0.951 | ||
DT2 | 0.816 | 1.009 | 0.058 | 17.253 | ||
DT3 | 0.829 | 1.039 | 0.059 | 17.663 | ||
DT4 | 0.806 | 1.020 | 0.060 | 16.955 | ||
DT5 | 0.788 | 0.974 | 0.059 | 16.407 | ||
DT6 | 0.812 | 1.025 | 0.060 | 17.142 | ||
DT7 | 0.815 | 1.015 | 0.059 | 17.209 | ||
DT8 | 0.826 | 1.037 | 0.059 | 17.570 | ||
DT9 | 0.819 | 1.049 | 0.060 | 17.342 | ||
DT10 | 0.815 | 1.049 | 0.061 | 17.214 | ||
GI1 | 0.831 | 1.000 | 0.688 | 0.946 | ||
GI2 | 0.823 | 0.953 | 0.053 | 18.033 | ||
GI3 | 0.801 | 0.929 | 0.054 | 17.280 | ||
GI4 | 0.830 | 0.948 | 0.052 | 18.255 | ||
GI5 | 0.830 | 0.971 | 0.053 | 18.279 | ||
GI6 | 0.859 | 0.986 | 0.051 | 19.313 | ||
GI7 | 0.827 | 0.982 | 0.054 | 18.167 | ||
GI8 | 0.834 | 0.991 | 0.054 | 18.385 | ||
Model Fit Summary | CMIN/DF = 1.100 < 2 p < 0.001 comparative fit index [CFI] = 0.992, Tucker–Lewis’s index [TLI] = 0.992, incremental fit index [IFI] = 0.992, goodness-of-fitness index [GFI] = 0.890 [NFI] = 0.920, [RMSEA] = 0.018 < 0.08. |
Mean | S.D. | ESG(E) | ESG(S) | ESG(G) | DT | GI | |
---|---|---|---|---|---|---|---|
ESG(E) | 3.3539 | 0.96171 | 1 | ||||
ESG(S) | 3.3816 | 0.92628 | 0.417 ** | 1 | |||
ESG(G) | 3.4652 | 0.97193 | 0.411 ** | 0.449 ** | 1 | ||
DT | 3.3854 | 0.95444 | 0.402 ** | 0.482 ** | 0.495 ** | 1 | |
GI | 3.3619 | 10.01368 | 0.490 ** | 0.471 ** | 0.511 ** | 0.492 ** | 1 |
Hypothesis | Estimate | S.E. | C.R. | p | |||
---|---|---|---|---|---|---|---|
B | β | ||||||
H1a | ESG(E) → Green innovation | 0.342 | 0.307 | 0.062 | 5.550 | *** | |
H1b | ESG(S) → Green innovation | 0.257 | 0.242 | 0.056 | 4.556 | *** | |
H1c | ESG(G) → Green innovation | 0.413 | 0.387 | 0.061 | 6.790 | *** | |
Model Fit Summary | CMIN/DF = 1.571 < 2, p < 0.001 comparative fit index [CFI] = 0.965, Tucker–Lewis’s index [TLI] = 0.963, incremental fit index [IFI] = 0.965, Goodness-of-fitness index [GFI] = 0.878, [NFI] = 0.910 [RMSEA] = 0.042 < 0.08 |
Variables | Model 1 | Model 2 | Model 3 | |||
---|---|---|---|---|---|---|
β | t | β | t | β | t | |
ESG(E) mean centering | 0.275 *** | (5.444) | 0.244 *** | (4.845) | 0.221 *** | (4.403) |
ESG(S) mean centering | 0.223 *** | (4.323) | 0.169 *** | (3.200) | 0.147 ** | (2.808) |
ESG(G) mean centering | 0.298 *** | (5.799) | 0.239 *** | (4.508) | 0.192 *** | (3.681) |
DT mean centering | 0.194 *** | (30.613) | 0.195 *** | (30.749) | ||
ESG(E) × DT | 0.108 ** | (2.100) | ||||
ESG(S) × DT | 0.177 ** | (3.343) | ||||
ESG(G) × DT | −0.076 | (−1.484) | ||||
R2 | 0.392 | 0.416 | 0.458 | |||
△R2 | 0.386 | 0.409 | 0.446 | |||
F statistics | 67.042 *** | 55.488 *** | 37.208 *** |
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© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
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Sun, Q.; Li, Y.; Hong, A. Integrating ESG into Corporate Strategy: Unveiling the Moderating Effect of Digital Transformation on Green Innovation through Employee Insights. Systems 2024, 12, 148. https://doi.org/10.3390/systems12050148
Sun Q, Li Y, Hong A. Integrating ESG into Corporate Strategy: Unveiling the Moderating Effect of Digital Transformation on Green Innovation through Employee Insights. Systems. 2024; 12(5):148. https://doi.org/10.3390/systems12050148
Chicago/Turabian StyleSun, Qiang, Yannan Li, and Ahreum Hong. 2024. "Integrating ESG into Corporate Strategy: Unveiling the Moderating Effect of Digital Transformation on Green Innovation through Employee Insights" Systems 12, no. 5: 148. https://doi.org/10.3390/systems12050148
APA StyleSun, Q., Li, Y., & Hong, A. (2024). Integrating ESG into Corporate Strategy: Unveiling the Moderating Effect of Digital Transformation on Green Innovation through Employee Insights. Systems, 12(5), 148. https://doi.org/10.3390/systems12050148