Bridging the Great Divide: Investigating the Potent Synergy between Leadership, Zhong-Yong Philosophy, and Green Innovation in China
Abstract
:1. Introduction
2. Theory and Hypothesis
2.1. Zhong-Yong Thinking: Entrepreneurial/Leadership Prospects
2.2. Green Innovation
2.3. Zhong-Yong Thinking and Green Innovation
2.4. Institutional Pressure as a Moderating Mechanism
2.5. The Moderating Role of the Nature of Ownership
3. Research Methodology
3.1. Data Collection and Sample
3.2. Measurement of Variables
4. Results
4.1. Validation Factor Analysis
4.2. Common Method Deviation Test
4.3. Descriptive Statistics and Correlation Analysis
4.4. Hypothesis Testing
5. Conclusions and Discussion
5.1. Conclusions
5.2. Theoretical Implications
5.3. Practical Implications
5.4. Research Limitations and Prospects
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Province | Quantity | Province | Quantity | Province | Quantity |
---|---|---|---|---|---|
Fujian | 77 | Sichuan | 4 | Anhui | 8 |
Guangdong | 67 | Jiangxi | 9 | Tianjin | 2 |
Zhejiang | 18 | Yunnan | 3 | Hunan | 6 |
Shanghai | 15 | Hebei | 9 | Beijing | 9 |
Guangxi | 3 | Shandong | 10 | Shanxi | 3 |
Henan | 12 | Jiangsu | 12 | Hubei | 5 |
Jilin | 3 | Hainan | 2 | Shanxi | 3 |
Ningxia | 2 | Liaoning | 5 | Chongqing | 3 |
Neimenggu | 2 | Heilongjiang | 3 | others | 3 |
Appendix B
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
Variables | GI | GI | GI | GI |
ZY | 0.598 ** | −0.027 | −0.163 | |
(0.084) | (0.292) | (0.185) | ||
Staff | 0.056 * | 0.237 * | 0.114 | 0.115 |
(0.03) | (0.115) | (0.110) | (0.118) | |
Year | −0.077 + | −0.440 | −0.382 + | −0.362 |
(0.0447) | (0.269) | (0.226) | (0.271) | |
Ownership | −0.097 * | 0.004 | 0.05 | −0.012 |
(0.043) | (0.093) | (0.084) | (0.090) | |
Industry | −0.034 ** | −0.066 | −0.021 | −0.038 |
(0.010) | (0.203) | (0.189) | (0.208) | |
Location | 0.011 + | 0.005 | 0.003 | 0.002 |
(0.006) | (0.005) | (0.005) | (0.005) | |
NP | −0.107 | |||
(0.278) | ||||
ZY × NP | 0.126 + | |||
(0.073) | ||||
CP | −0.166 | |||
(0.186) | ||||
ZY × CP | 0.145 ** | |||
(0.047) | ||||
Constant | 4.022 ** | 1.622 ** | 2.544 * | 3.005 ** |
(0.203) | (0.491) | (1.143) | (0.786) | |
Observations | 302 | 302 | 302 | 302 |
R-squared | 0.096 | 0.359 | 0.464 | 0.425 |
Appendix C
SOEs (N = 93) | Non-SOEs (N = 209) | |||
---|---|---|---|---|
(5) | (6) | (7) | (8) | |
Variables | GI | GI | GI | GI |
ZY | 0.864 ** | 0.525 ** | ||
(0.310) | (0.089) | |||
Staff | 0.054 | 0.268 | 0.075 * | 0.184 |
(0.065) | (0.521) | (0.029) | (0.121) | |
Year | −0.111 | −0.205 | −0.109 * | −0.489 |
(0.072) | (0.412) | (0.053) | (0.342) | |
Industry | 0.009 | 0.396 | −0.057 ** | −0.055 |
(0.018) | (0.279) | (0.013) | (0.229) | |
Location | 0.003 | 0.001 | 0.011 | 0.007 |
(0.009) | (0.010) | (0.007) | (0.007) | |
Constant | 3.846 ** | 0.003 | 3.958 ** | 1.969 ** |
(0.316) | (1.232) | (0.221) | (0.500) | |
Observations | 93 | 93 | 209 | 209 |
R-squared | 0.017 | 0.379 | 0.148 | 0.382 |
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Items | Category | Quantity | Weight | Items | Category | Quantity | Weight |
---|---|---|---|---|---|---|---|
Industry Properties | High-tech industries | 189 | 62.5% | Gender | Male | 154 | 50.9% |
Low-tech industries | 113 | 37.4% | Female | 148 | 49% | ||
3 years and below | 7 | 2.3% | Location | Fujian | 77 | 25.5% | |
3–6 years | 30 | 9.9% | Guangdong | 67 | 22.2% | ||
Firm Age | 6–10 years | 51 | 16.8% | Zhejiang | 18 | 6.0% | |
10 years and above | 214 | 70.8% | Other Provinces | 140 | 46.4% | ||
Firm Size | Large enterprises | 64 | 21.1% | Education background | High School and below | 11 | 3.6% |
Medium-sized enterprises | 126 | 41.7% | Diploma | 35 | 11.5% | ||
Small enterprises | 88 | 29.1% | Bachelor | 188 | 62.2% | ||
Micro-enterprises | 24 | 7.9% | Master and above | 68 | 22.5% |
Models | χ2 | df | χ2/df | RMSEA | CFI | TLI | SRMR |
---|---|---|---|---|---|---|---|
Four-factor model (ZY, CP, NP, GI) | 406.664 | 243 | 1.674 ** | 0.047 | 0.951 | 0.945 | 0.050 |
Three-factor model (ZY, CP + NP, GI) | 499.054 | 246 | 2.029 ** | 0.058 | 0.924 | 0.915 | 0.055 |
Two-factor model (ZY + CP, NP + GI) | 763.574 | 248 | 3.079 ** | 0.083 | 0.846 | 0.829 | 0.088 |
Single-factor model (ZY + CP + NP + GI) | 873.068 | 249 | 3.506 ** | 0.091 | 0.814 | 0.794 | 0.097 |
Variables | Items | Factor Loadings | CR | AVE |
---|---|---|---|---|
Zhong-yong thinking α = 0. 895 | When discussing, I will consider the conflicting opinions at the same time | 0.942 | 0.943 | 0.848 |
I often think about the same thing from different perspectives | 0.909 | |||
I will listen to all the opinions before I express them | 0.941 | |||
When I make a decision, I will consider various possible conditions | 0.897 | |||
I often try to find acceptable opinions in a situation of disagreement | 0.960 | |||
I often try to find a balance between my own opinions and those of others | 0.889 | |||
I will adjust my original ideas after considering the opinions of others | 0.879 | |||
I expect to reach a consensus during the discussion | 0.951 | |||
I try to incorporate my own opinions into the thoughts of others | 0.895 | |||
I usually express conflicting opinions in a tactful way | 0.879 | |||
I will try to reconcile the minority to accept the majority in a harmonious way | 0.901 | |||
I usually consider the harmony of the organizational climate before making a decision | 0.954 | |||
I usually adjust my behavior for overall harmony | 0.965 | |||
Coercive pressure α = 0. 897 | Businesses face the threat of legal action if they do not meet legal pollution standards | 0.800 | 0.865 | 0.617 |
Businesses realize that environmentally irresponsible behavior can trigger fines and penalties | 0.742 | |||
Consequences for companies that violate environmental laws may include a notification from government departments | 0.803 | |||
If it fails to comply with national environmental laws and regulations, the company would face serious consequences | 0.795 | |||
Normative pressure α = 0.843 | Industry market trade associations/professional associations encourage environmental behavior in business | 0.768 | 0.847 | 0.648 |
Customers expect companies in our industry to be environmentally responsible | 0.824 | |||
Environmental responsibility is a fundamental requirement for companies to enter the market in this sector | 0.823 | |||
Green Innovation α = 0. 774 | Our company uses materials with little or no contamination/toxicity | 0.694 | 0.793 | 0.505 |
Our company improves and designs environmentally friendly packaging for existing and new products | 0.701 | |||
Our company uses cleaner technologies to save pollution | 0.742 | |||
Our company recovers and recycles our end-of-life products | 0.705 |
Variable | M | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
---|---|---|---|---|---|---|---|---|---|---|
1. ZY | 4.021 | 0.545 | 0.921 | |||||||
2. NP | 3.893 | 0.670 | 0.428 ** | 0.805 | ||||||
3. CP | 4.108 | 0.592 | 0.556 ** | 0.691 ** | 0.785 | |||||
4. GI | 3.637 | 0.681 | 0.512 ** | 0.548 ** | 0.530 ** | 0.710 | ||||
5. Staff | 3.394 | 1.499 | 0.206 ** | 0.306 ** | 0.337 ** | 0.149 ** | 1 | |||
6. Year | 3.563 | 0.765 | 0.117 * | 0.0900 | 0.0550 | 0.00400 | 0.440 ** | 1 | ||
7. Ownership | 1.940 | 0.902 | −0.165 ** | −0.267 ** | −0.266 ** | −0.175 ** | −0.309 ** | −0.134 * | 1 | |
8. Industry | 5.742 | 4.016 | −0.222 ** | −0.126 * | −0.0910 | −0.197 ** | 0 | −0.069 | 0.002 | 1 |
Variable | (1) | (2) | (3) | (4) |
---|---|---|---|---|
ZY | 0.603 ** | −0.162 | −0.018 | |
(0.084) | (0.184) | (0.290) | ||
CP | −0.163 | |||
(0.185) | ||||
CP x ZY | 0.145 ** | |||
(0.047) | ||||
NP | −0.097 | |||
(0.278) | ||||
NP × ZY | 0.124 + | |||
(0.072) | ||||
Staff | 0.066 * | 0.247 * | 0.117 | 0.121 |
(0.026) | (0.115) | (0.118) | (0.110) | |
Year | −0.083 + | −0.439 | −0.360 | −0.381 + |
(0.046) | (0.272) | (0.271) | (0.226) | |
Industry | −0.035 ** | −0.058 | −0.035 | −0.015 |
(0.010) | (0.205) | (0.209) | (0.190) | |
Ownership | −0.107 ** | −0.011 | −0.016 | 0.040 |
(0.043) | (0.090) | (0.087) | (0.081) | |
Constant | 4.113 ** | 1.637 ** | 3.002 ** | 2.521 * |
(0.199) | (0.491) | (0.786) | (1.143) | |
Observations | 302 | 302 | 302 | 302 |
R-squared | 0.086 | 0.357 | 0.424 | 0.463 |
SOEs (N = 93) | Non-SOEs (N = 209) | |||
---|---|---|---|---|
Variables | (5) | (6) | (7) | (8) |
ZY | 1.037 ** | 0.561 ** | ||
(0.338) | (0.102) | |||
Staff | 0.056 | −0.738 * | 0.072 ** | 0.201 |
(0.074) | (0.379) | (0.029) | (0.128) | |
Year | −0.104 | 0.046 | −0.072 | −0.530 |
(0.084) | (0.368) | (0.0543) | (0.344) | |
Industry | −0.005 | 1.296 ** | −0.054 ** | 0.018 |
(0.022) | (0.197) | (0.014) | (0.250) | |
Constant | 3.956 ** | −0.698 | 3.921 ** | 1.808 ** |
(0.409) | (1.315) | (0.223) | (0.559) | |
Observations | 93 | 93 | 209 | 209 |
R-squared | 0.015 | 0.403 | 0.106 | 0.361 |
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You, C.; Zhao, Z.; Yu, M.; Khattak, S.I. Bridging the Great Divide: Investigating the Potent Synergy between Leadership, Zhong-Yong Philosophy, and Green Innovation in China. Sustainability 2023, 15, 9187. https://doi.org/10.3390/su15129187
You C, Zhao Z, Yu M, Khattak SI. Bridging the Great Divide: Investigating the Potent Synergy between Leadership, Zhong-Yong Philosophy, and Green Innovation in China. Sustainability. 2023; 15(12):9187. https://doi.org/10.3390/su15129187
Chicago/Turabian StyleYou, Chengde, Ziwen Zhao, Mengyuan Yu, and Shoukat Iqbal Khattak. 2023. "Bridging the Great Divide: Investigating the Potent Synergy between Leadership, Zhong-Yong Philosophy, and Green Innovation in China" Sustainability 15, no. 12: 9187. https://doi.org/10.3390/su15129187