The Mediating Role of Gender Equality Awareness on the Environmental Willingness to Pay: An Analysis Based on CGSS2021 Data
Abstract
:1. Introduction
2. Literature Review and Hypotheses Development
2.1. Gender and Environmental Willingness to Pay
2.2. Gender Equality Awareness and Environmental Willingness to Pay
3. Materials and Methods
3.1. Data Source
3.2. Variables
3.2.1. Dependent Variable
3.2.2. Independent Variables
3.2.3. Control Variables
3.3. Methods
4. Results
4.1. Descriptive Statistics
4.2. Correlation Analysis
4.3. The Impact of Gender and Gender Equality Awareness on Environmental Willingness to Pay
4.4. The Mediating Role of Gender Equality Awareness Between Gender and Environmental Willingness to Pay
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable | Mean | SD | Min | Max |
---|---|---|---|---|
WTP | 9.038 | 2.759 | 3 | 15 |
Gender Equality Awareness | 17.140 | 3.955 | 5 | 25 |
Gender (0 = male, 1 = female) | 0.461 | 0.499 | 0 | 1 |
Urban (0 = rural) | 0.401 | 0.490 | 0 | 1 |
Edu | 2.521 | 1.504 | 1 | 5 |
Age | 51.490 | 17.590 | 18 | 94 |
Income | 8.075 | 3.962 | 0 | 13.82 |
Employed (0 = unemployed) | 0.342 | 0.475 | 0 | 1 |
SES | 1.793 | 0.529 | 1 | 3 |
Parenthood (0 = without children) | 0.429 | 0.495 | 0 | 1 |
Variable | Gender Equality Awareness | Gender | Urban | Edu | Age | Income | Work | SES | Parenthood |
---|---|---|---|---|---|---|---|---|---|
WTP | 1 | ||||||||
Gender Equality Awareness | 0.057 ** | 1 | |||||||
Gender | 0.056 ** | −0.082 *** | 1 | ||||||
Urban | 0.008 | 0.231 *** | 0.027 | 1 | |||||
Edu | 0.048 *** | 0.451 *** | 0.074 *** | 0.417 *** | 1 | ||||
Age | −0.007 | −0.379 *** | 0.044 ** | −0.032 | −0.553 *** | 1 | |||
Income | 0.046 ** | 0.089 *** | 0.170 *** | 0.279 *** | 0.214 *** | −0.009 | 1 | ||
Employed | 0.017 | 0.198 *** | 0.123 *** | 0.146 *** | 0.373 *** | −0.397 *** | 0.391 *** | 1 | |
SES | 0.116 *** | 0.067 *** | −0.020 | 0.169 *** | 0.151 *** | −0.034 ** | 0.148 *** | 0.132 *** | 1 |
Parenthood | 0.009 | 0.326 *** | 0.022 | 0.044 ** | 0.455 *** | −0.756 *** | 0.059 ** | 0.359 *** | 0.038 ** |
Model 1 | Model 2 | Model 3 | Model 4 | |
---|---|---|---|---|
Gender | 0.296 ** | 0.330 ** | ||
(0.108) | (0.109) | |||
Gender Equality Awareness | 0.037 * (0.015) | 0.042 ** (0.015) | ||
Urban | −0.240 (0.125) | −0.221 (0.125) | −0.271 * (0.126) | −0.255 * (0.126) |
Edu | 0.111 * | 0.099 * | 0.083 | 0.066 |
(0.049) | (0.049) | (0.050) | (0.050) | |
Age | 0.003 | 0.002 | 0.005 | 0.03 |
(0.005) | (0.005) | (0.005) | (0.005) | |
Income | 0.026 | 0.021 | 0.026 | 0.021 |
(0.015) | (0.015) | (0.015) | (0.015) | |
Employed | −0.121 | −0.151 | −0.116 | −0.149 |
(0.135) | (0.135) | (0.135) | (0.135) | |
SES | 0.586 *** | 0.601 *** | 0.586 *** | 0.603 *** |
(0.102) | (0.102) | (0.102) | (0.102) | |
Parenthood | 0.006 | −0.021 | −0.012 | −0.046 |
(0.164) | (0.164) | (0.164) | (0.164) | |
Cons | 7.457 *** | 7.471 *** | 6.838 *** | 6.765 *** |
(0.394) | (0.394) | (0.469) | (0.469) | |
N | 2707 | 2707 | 2707 | 2707 |
F | 6.615 *** | 6.730 *** | 6.533 *** | 6.843 *** |
R2_a | 0.014 | 0.017 | 0.016 | 0.019 |
Path | Coef. | Std. Err. | Z-Value | p-Value | 95%Conf. Interval |
---|---|---|---|---|---|
Direct Effect (c′) | 0.330 | 0.109 | 3.027 | 0.002 | [0.116, 0.544] |
Direct Effect (b′) | −0.819 | 0.136 | −3.256 | 0.001 | [−1.045, −0.593] |
Indirect Effect (a × b) | −0.034 | 0.014 | −2.508 | 0.012 | [−0.063, −0.007] |
Total Effect (c) | 0.296 | 0.108 | 2.725 | 0.006 | [0.083, 0.508] |
Sobel Test | −0.034 | 0.014 | 2.478 | 0.013 | - |
Mediation Effect Ratio | 11.710% | - | - | - | - |
Bootstrap | −0.034 | 0.014 | −2.430 | 0.015 | [−0.060, −0.008] |
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Ren, J.; Lu, C.; Niu, L. The Mediating Role of Gender Equality Awareness on the Environmental Willingness to Pay: An Analysis Based on CGSS2021 Data. Sustainability 2025, 17, 2270. https://doi.org/10.3390/su17052270
Ren J, Lu C, Niu L. The Mediating Role of Gender Equality Awareness on the Environmental Willingness to Pay: An Analysis Based on CGSS2021 Data. Sustainability. 2025; 17(5):2270. https://doi.org/10.3390/su17052270
Chicago/Turabian StyleRen, Jing, Chuntian Lu, and Long Niu. 2025. "The Mediating Role of Gender Equality Awareness on the Environmental Willingness to Pay: An Analysis Based on CGSS2021 Data" Sustainability 17, no. 5: 2270. https://doi.org/10.3390/su17052270
APA StyleRen, J., Lu, C., & Niu, L. (2025). The Mediating Role of Gender Equality Awareness on the Environmental Willingness to Pay: An Analysis Based on CGSS2021 Data. Sustainability, 17(5), 2270. https://doi.org/10.3390/su17052270