| Literature DB >> 34069588 |
Wafa Alwakid1,2, Sebastian Aparicio3,4, David Urbano5.
Abstract
This study explores the influence of green entrepreneurial activity on sustainable development, using institutional economics as a theoretical framework. Also, the role of entrepreneurship policy is analysed in the context of Saudi Arabia. Using information from the General Authority for Statistics from 13 Saudi Arabian cities, the main findings show that green entrepreneurship positively contributes to the economic, social, and environmental components of sustainable development during the period 2012-2017. These results demonstrate a measurable indication of sustainable development outcomes, whereby Saudi Arabian institutions align entrepreneurial activities with a positive triple bottom line effect. Accordingly, these findings contribute new evidence to justify government commitment to supporting green entrepreneurship in Saudi Arabia and encourage future domestic policies.Entities:
Keywords: Saudi Arabia; entrepreneurship policy; formal institutions; green entrepreneurship; sustainable development
Year: 2021 PMID: 34069588 PMCID: PMC8160642 DOI: 10.3390/ijerph18105433
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Conceptual model.
Summary statistics.
| Variable | N | Mean | Std. Dev. | Min | Max |
|---|---|---|---|---|---|
| Dependent | |||||
| Economic Factors | 78 | 0.000 | 1.653 | −2.247 | 3.484 |
| Social Factors | 78 | 0.000 | 1.578 | −2.526 | 4.044 |
| Environmental Factors | 78 | 0.000 | 1.627 | −2.566 | 2.992 |
| Independent | |||||
| Green Entrepreneurship | 78 | 56,204.81 | 69,147.11 | 1025 | 253,653 |
| Nongreen Entrepreneurship | 78 | 80,906.64 | 74,476.37 | 9241 | 254,032 |
| Controls | |||||
| Resources | 78 | 3.475 | 1.291 | 1.402 | 7.421 |
| Population | 78 | 2,232,516 | 2,737,204 | 139,114.2 | 14,200,000 |
| Education | 78 | 6.408 | 1.875 | 3.262 | 11.181 |
| City Size | 78 | 144,677.1 | 137,752 | 5,287.588 | 769,082.3 |
| Economic Activity | 78 | 0.255 | 1.154 | −4.419 | 2.196 |
| Environmental Preservation | 78 | 30.090 | 17.000 | 6 | 87 |
| Basic Services | 78 | 82.723 | 15.388 | 46.442 | 100.000 |
| Environmental Consciousness | 39 | 6.182 | 3.081 | 2.108 | 15.536 |
| Innovation Policy | 52 | 2.085 | 0.954 | 1 | 5 |
| Temporal Orientation | 39 | 59.347 | 22.779 | 25.721 | 135.861 |
| Interaction Variables | |||||
| Entrepreneurship Policy | 52 | 1.783 | 0.819 | 1 | 5 |
Correlation matrix.
| VARIABLE | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | |
|---|---|---|---|---|---|---|---|---|---|
| 1 | Economic Factors | 1.000 | |||||||
| 2 | Social Factors | 0.836 | 1.000 | ||||||
| 3 | Environmental Factors | 0.938 | 0.862 | 1.000 | |||||
| 4 | Green Entrepreneurship | 0.943 |
| 0.916 | 1.000 | ||||
| 5 | Nongreen Entrepreneurship | 0.795 | 0.643 | 0.768 | 0.893 | 1.000 | |||
| 6 | Resources | −0.074 |
|
| −0.116 | −0.096 | 1.000 | ||
| 7 | Population | 0.602 | 0.398 | 0.570 | 0.606 | 0.690 | 0.134 | 1.000 | |
| 8 | Education | 0.540 | 0.407 | 0.481 | 0.582 | 0.531 | 0.126 | 0.486 | 1.000 |
| 9 | City Size | 0.005 | −0.011 | 0.045 |
| 0.041 | 0.129 | 0.154 | −0.065 |
| 10 | Economic Activity | −0.080 | −0.090 |
| −0.083 | −0.119 | −0.139 | −0.146 | −0.187 |
| 11 | Environmental Preservation | −0.013 | −0.037 | −0.012 |
| −0.018 | −0.141 | 0.023 | 0.000 |
| 12 | Basic Services | 0.171 | 0.087 | 0.163 | 0.077 | 0.083 | 0.143 | 0.179 | −0.054 |
| 13 | Environmental Consciousness | −0.119 | 0.075 | 0.041 |
|
| 0.035 | 0.062 | −0.102 |
| 14 | Temporal Orientation | −0.108 | −0.131 | −0.130 | −0.163 | −0.229 | −0.147 |
| −0.205 |
| 15 | Innovation Policy | 0.189 | 0.279 | 0.198 | 0.169 | 0.140 | −0.045 | 0.150 | 0.138 |
| 16 | Entrepreneurship Policy | 0.054 | 0.018 |
| 0.028 | 0.020 | 0.028 |
| −0.182 |
| 9 | City Size | 1.000 | |||||||
| 10 | Economic Activity | 0.136 | 1.000 | ||||||
| 11 | Environmental Preservation | −0.037 |
| 1.000 | |||||
| 12 | Basic Services | 0.210 | 0.040 | −0.174 | 1.000 | ||||
| 13 | Environmental Consciousness | −0.193 | −0.229 | −0.212 | 0.353 | 1.000 | |||
| 14 | Temporal Orientation |
| 0.161 | 0.371 | 0.021 |
| 1.000 | ||
| 15 | Innovation Policy | 0.160 | −0.177 | −0.214 | 0.058 | 0.083 | −0.189 | 1.000 | |
| 16 | Entrepreneurship Policy | −0.103 |
| −0.355 | 0.023 | −0.130 | −0.167 | 0.068 | 1.000 |
Correlations in bold are significant at p < 0.01.
Social, economic, and environmental factors.
| Social Factors | Economic Factors | Environmental Factors | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Main independent variables | ||||||||||
| Green Entrepreneurship | 0.910 *** | 2.182 *** | 2.179 *** | 1.077 *** | 1.185 * | 1.220 ** | 1.066 *** | 1.115 *** | 1.117 *** | |
| (0.118) | (0.609) | (0.666) | (0.142) | (0.560) | (0.431) | (0.162) | (0.322) | (0.328) | ||
| Nongreen Entrepreneurship | 0.208 | −6.294 | −6.228 | −2.053 | −9.174 | −10.407 | −0.526 | −5.821 | −5.848 | |
| (2.318) | (5.077) | (5.342) | (1.179) | (5.704) | (6.070) | (2.687) | (6.028) | (5.996) | ||
| Interaction terms | ||||||||||
| Green x | −0.011 | −0.739 * | 0.004 | |||||||
| Entrepreneurship Policy | (0.362) | (0.346) | (0.229) | |||||||
| Nongreen x | 0.007 | 1.071 ** | −0.002 | |||||||
| Entrepreneurship Policy | (0.487) | (0.483) | (0.320) | |||||||
| Controls | ||||||||||
| Entrepreneurship | −0.064 | −0.079 | −0.119 | −0.796 ** | 0.090 | 0.096 | ||||
| Policy | (0.154) | (0.401) | (0.185) | (0.281) | (0.117) | (0.224) | ||||
| Resources | 0.101 | 0.436 ** | 0.438 ** | 0.008 | −0.002 | −0.011 | 0.036 | 0.121 | 0.121 | |
| (0.280) | (0.182) | (0.188) | (0.131) | (0.173) | (0.186) | (0.110) | (0.135) | (0.148) | ||
| Population | −0.041 | −0.398 * | −0.396 | 0.146 | 0.394 | 0.434 ** | 0.015 | 0.079 | 0.078 | |
| (0.233) | (0.217) | (0.241) | (0.085) | (0.254) | (0.191) | (0.073) | (0.191) | (0.196) | ||
| City Size | −0.249 | −0.370 | −0.371 | 0.119 | 0.098 | 0.272 | −0.036 | 0.355 ** | 0.356 * | |
| (0.256) | (0.233) | (0.275) | (0.116) | (0.226) | (0.204) | (0.118) | (0.147) | (0.168) | ||
| Education | −0.023 | −0.404 * | −0.398 | 0.028 | −0.693 | −0.625 | 0.319 ** | 0.356 | 0.353 | |
| (0.294) | (0.222) | (0.235) | (0.133) | (0.406) | (0.452) | (0.127) | (0.315) | (0.326) | ||
| Economic Activity | −0.040 | 0.030 | 0.028 | −0.013 | 0.003 | −0.028 | 0.029 | 0.029 | 0.029 | |
| (0.084) | (0.081) | (0.105) | (0.063) | (0.065) | (0.059) | (0.032) | (0.032) | (0.034) | ||
| Environmental Preservation | −0.133 | 0.320 ** | 0.320 * | −0.050 | −0.072 | −0.024 | 0.033 | −0.004 | −0.004 | |
| (0.123) | (0.145) | (0.161) | (0.062) | (0.089) | (0.111) | (0.081) | (0.091) | (0.099) | ||
| Basic Services | −0.640 | −0.457 | −0.467 | 0.402 | 1.055 | 1.142 | −0.321 | −0.229 | −0.225 | |
| (0.685) | (0.663) | (0.789) | (0.310) | (0.699) | (0.674) | (0.223) | (0.540) | (0.575) | ||
| Environmental | −0.228 | −0.225 | −0.483 * | −0.253 | 0.270 | 0.269 | ||||
| Consciousness | (0.167) | (0.200) | (0.230) | (0.303) | (0.321) | (0.349) | ||||
| Temporal Orientation | −0.183 | −0.187 | −0.063 | −0.185 | −0.005 | −0.003 | ||||
| (0.346) | (0.384) | (0.244) | (0.188) | (0.167) | (0.177) | |||||
| Innovation Policy | 0.406 | 0.409 | −0.105 | −0.194 ** | −0.034 | −0.036 | ||||
| (0.241) | (0.271) | (0.144) | (0.088) | (0.091) | (0.109) | |||||
| Constant | 2.159 | 1.301 | 1.329 | 0.078 | −1.871 | −2.348 | 1.256 | −0.725 | −0.737 | |
| (1.767) | (1.678) | (1.800) | (0.687) | (2.230) | (1.952) | (0.993) | (1.546) | (1.536) | ||
| N | 78 | 39 | 39 | 78 | 39 | 39 | 78 | 39 | 39 | |
| R2 within | 0.476 | 0.789 | 0.789 | 0.807 | 0.447 | 0.625 | 0.823 | 0.732 | 0.732 | |
| R2 between | 0.709 | 0.389 | 0.387 | 0.075 | 0.714 | 0.724 | 0.860 | 0.636 | 0.637 | |
| R2 overall | 0.644 | 0.305 | 0.302 | 0.031 | 0.676 | 0.684 | 0.842 | 0.589 | 0.590 | |
* p < 0.10, ** p < 0.05, *** p < 0.01. Robust standard errors in parentheses.
Descriptions of variables.
| Variable | Definition | Data Source | |
|---|---|---|---|
| Dependent variable: | |||
| Sustainable development: | |||
| Economic components | The economic dimension of sustainable development included: Growth in employment (employment rate) Number of small business as a proportion of the broader economy Density of banks (number of bank branches) | Annual reports of the General Authority for Meteorology and Environmental Protection | |
| Social components | The social dimension of sustainable development included: Percentage of total government expenditure in the health and social development sector Social investment in quality of life (total spending on development) Percentage of total government expenditure on education Percentage of total government expenditure on security and regional administration | ||
| Environmental components | The environmental dimension of sustainable development included: Waste management Recycling rate Development assistance to conserve biological diversity The agricultural trend index | ||
| Independent variables | |||
| Green entrepreneurship | Number of firms considering the environment in the city | Annual reports of the General Authority for Meteorology and Environmental Protection | |
| Nongreen entrepreneurship | Number of firms with high pollution rates | ||
| Interaction variable | |||
| Entrepreneurship policy | Set of incentives and government procedures that facilitate the establishment of entrepreneurial projects. Measured on a 5-point scale (1 = very low, 5 = very high) | Annual reports of the Authority for Meteorology and Environmental Protection | |
| Control variables | |||
| Population | Number of inhabitants per region | Annual reports of the General Authority for Statistics in Saudi Arabia | |
| Size | Area of each city (km2) | ||
| Annual growth rate | Annual growth rate for each city | ||
| Environmental consciousness | Percentage of natural resources that were maintained at an appropriate level | ||
| Level of education | Percentage of people with postgraduate degrees | ||
| Basic services | Average number of beneficiaries of basic services | ||
| Economic activity | Annual growth rate per capita | ||
| Environmental preservation | Preservation and protection of the environment (measured as a percentage of spending on municipal services) | ||
| Temporal orientation | Rate of adoption of environmental measures by public and private organisations in each city | ||
| Innovation policy | Interface between technological development policy, research, and industrial policy, which aims to create a framework for bringing new ideas to the market. Measured on a 5-point scale (1 = very low, 5 = very high) | ||
Summarised factor analysis (PCA).
| Variable | Comp1 | Comp2 | Comp3 | Comp4 |
|---|---|---|---|---|
| Economic factors | ||||
| Employment | 0.581 | −0.490 | 0.650 | |
| Unemployment | 0.586 | −0.302 | −0.752 | |
| Density of banks | 0.565 | 0.818 | 0.112 | |
| Proportion | 0.910 | 0.064 | 0.026 | |
| KMO (Total) | 0.750 | |||
| Social factors | ||||
| Education | 0.546 | 0.008 | −0.216 | −0.809 |
| Health | 0.472 | 0.787 | −0.152 | 0.367 |
| Security | 0.488 | −0.176 | 0.849 | 0.101 |
| Quality of Life | 0.491 | −0.591 | −0.457 | 0.448 |
| Proportion | 0.622 | 0.156 | 0.133 | 0.089 |
| KMO (Total) | 0.767 | |||
| Environmental factors | ||||
| Recycling | 0.583 | −0.178 | −0.793 | |
| Development | 0.572 | 0.783 | 0.245 | |
| Agricultural Trend | 0.577 | −0.596 | 0.558 | |
| Proportion | 0.882 | 0.068 | 0.050 | |
| KMO (Total) | 0.764 | |||
Regression analysis (DV = social factors).
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | |
|---|---|---|---|---|---|---|---|---|---|
| Main independent variables | |||||||||
| Green Entrepreneurship | 0.883 *** | 2.254 *** | 0.910*** | 2.182 *** | 2.179 *** | ||||
| (0.112) | (0.617) | (0.118) | (0.609) | (0.666) | |||||
| Nongreen Entrepreneurship | −4.613 | −11.274 * | 0.208 | −6.294 | −6.228 | ||||
| (4.796) | (6.264) | (2.318) | (5.077) | (5.342) | |||||
| Interaction terms | |||||||||
| Green x | −0.011 | ||||||||
| Entrepreneurship Policy | (0.362) | ||||||||
| Nongreen x | 0.007 | ||||||||
| Entrepreneurship Policy | (0.487) | ||||||||
| Controls | |||||||||
| Entrepreneurship | 0.286 * | −0.012 | 0.176 | −0.064 | −0.079 | ||||
| Policy | (0.132) | (0.167) | (0.110) | (0.154) | (0.401) | ||||
| Resources | −0.083 | 0.253 | 0.406 * | 0.316 | 0.101 | 0.436 ** | 0.438 ** | ||
| (0.341) | (0.327) | (0.196) | (0.293) | (0.280) | (0.182) | (0.188) | |||
| Population | −0.018 | −0.872 * | −0.512 ** | −0.647 | −0.041 | −0.398 * | −0.396 | ||
| (0.243) | (0.435) | (0.221) | (0.374) | (0.233) | (0.217) | (0.241) | |||
| City Size | 0.037 | −0.455 | −0.379 | −0.433 | −0.249 | −0.370 | −0.371 | ||
| (0.313) | (0.472) | (0.247) | (0.486) | (0.256) | (0.233) | (0.275) | |||
| Education | −0.163 | 0.344 | −0.163 | −0.116 | −0.023 | −0.404 * | −0.398 | ||
| (0.325) | (0.522) | (0.220) | (0.440) | (0.294) | (0.222) | (0.235) | |||
| Economic Activity | 0.002 | −0.079 | 0.045 | −0.100 | −0.040 | 0.030 | 0.028 | ||
| (0.079) | (0.098) | (0.073) | (0.111) | (0.084) | (0.081) | (0.105) | |||
| Environmental Preservation | −0.155 | 0.310 * | 0.307 * | 0.334 ** | −0.133 | 0.320 ** | 0.320 * | ||
| (0.154) | (0.171) | (0.144) | (0.152) | (0.123) | (0.145) | (0.161) | |||
| Basic Services | −0.731 | −1.688 * | −0.480 | −1.577 | −0.640 | −0.457 | −0.467 | ||
| (0.837) | (0.912) | (0.713) | (0.912) | (0.685) | (0.663) | (0.789) | |||
| Environmental | 0.340 | −0.099 | 0.085 | −0.228 | −0.225 | ||||
| Consciousness | (0.311) | (0.187) | (0.276) | (0.167) | (0.200) | ||||
| Temporal Orientation | 0.464 | −0.104 | 0.291 | −0.183 | −0.187 | ||||
| (0.566) | (0.324) | (0.566) | (0.346) | (0.384) | |||||
| Innovation Policy | 0.523 * | 0.373 | 0.574 ** | 0.406 | 0.409 | ||||
| (0.242) | (0.245) | (0.203) | (0.241) | (0.271) | |||||
| Constant | 1.548 | 0.353 | 1.124 *** | −1.745 | 3.179 ** | −2.851 | 2.159 | 1.301 | 1.329 |
| (1.496) | (2.120) | (0.142) | (1.815) | (1.397) | (2.890) | (1.767) | (1.678) | (1.800) | |
| N | 78 | 39 | 78 | 78 | 39 | 39 | 78 | 39 | 39 |
| R2 within | 0.043 | 0.485 | 0.435 | 0.047 | 0.778 | 0.522 | 0.476 | 0.789 | 0.789 |
| R2 between | 0.051 | 0.478 | 0.741 | 0.575 | 0.755 | 0.597 | 0.709 | 0.389 | 0.387 |
| R2 overall | 0.000 | 0.311 | 0.658 | 0.414 | 0.735 | 0.525 | 0.644 | 0.305 | 0.302 |
* p < 0.10, ** p < 0.05, *** p < 0.01.
Regression analysis (DV = economic factors).
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | ||
|---|---|---|---|---|---|---|---|---|---|---|
| Main independent variables | ||||||||||
| Green Entrepreneurship | 1.117 *** | 1.290 ** | 1.077 *** | 1.185 * | 1.220 ** | |||||
| (0.139) | (0.523) | (0.142) | (0.560) | (0.431) | ||||||
| Nongreen Entrepreneurship | −7.257 | −11.879 | −2.053 | −9.174 | −10.407 | |||||
| (5.204) | (7.991) | (1.179) | (5.704) | (6.070) | ||||||
| Interaction terms | ||||||||||
| Green x | −0.739 * | |||||||||
| Entrepreneurship Policy | (0.346) | |||||||||
| Nongreen x | 1.071 ** | |||||||||
| Entrepreneurship Policy | (0.483) | |||||||||
| Controls | ||||||||||
| Entrepreneurship | 0.128 | −0.043 | 0.012 | −0.119 | −0.796 ** | |||||
| Policy | (0.155) | (0.174) | (0.155) | (0.185) | (0.281) | |||||
| Resources | −0.226 | −0.134 | −0.047 | −0.068 | 0.008 | −0.002 | −0.011 | |||
| (0.195) | (0.207) | (0.167) | (0.193) | (0.131) | (0.173) | (0.186) | ||||
| Population | 0.120 | 0.022 | 0.227 | 0.259 | 0.146 | 0.394 | 0.434 ** | |||
| (0.113) | (0.278) | (0.177) | (0.263) | (0.085) | (0.254) | (0.191) | ||||
| City Size | 0.455 | 0.041 | 0.084 | 0.064 | 0.119 | 0.098 | 0.272 | |||
| (0.260) | (0.272) | (0.158) | (0.336) | (0.116) | (0.226) | (0.204) | ||||
| Education | −0.137 | −0.052 | −0.342 | −0.537 | 0.028 | −0.693 | −0.625 | |||
| (0.291) | (0.406) | (0.340) | (0.387) | (0.133) | (0.406) | (0.452) | ||||
| Economic Activity | 0.052 | −0.046 | 0.025 | −0.068 | −0.013 | 0.003 | −0.028 | |||
| (0.145) | (0.073) | (0.064) | (0.073) | (0.063) | (0.065) | (0.059) | ||||
| Environmental Preservation | −0.070 | −0.090 | −0.091 | −0.065 | −0.050 | −0.072 | −0.024 | |||
| (0.094) | (0.135) | (0.095) | (0.122) | (0.062) | (0.089) | (0.111) | ||||
| Basic Services | 0.397 | 0.330 | 1.021 | 0.447 | 0.402 | 1.055 | 1.142 | |||
| (0.412) | (0.754) | (0.641) | (0.774) | (0.310) | (0.699) | (0.674) | ||||
| Environmental | −0.045 | −0.296 | −0.314 | −0.483 * | −0.253 | |||||
| Consciousness | (0.274) | (0.170) | (0.333) | (0.230) | (0.303) | |||||
| Temporal Orientation | 0.377 | 0.052 | 0.194 | −0.063 | −0.185 | |||||
| (0.294) | (0.184) | (0.322) | (0.244) | (0.188) | ||||||
| Innovation Policy | −0.068 | −0.154 | −0.014 | −0.105 | −0.194 ** | |||||
| (0.212) | (0.126) | (0.204) | (0.144) | (0.088) | ||||||
| Constant | 0.018 | −0.750 | 1.421 *** | −2.746 | 0.867 | −4.126 | 0.078 | −1.871 | −2.348 | |
| (0.923) | (0.894) | (0.177) | (1.969) | (1.078) | (2.569) | (0.687) | (2.230) | (1.952) | ||
| N | 78 | 39 | 78 | 78 | 39 | 39 | 78 | 39 | 39 | |
| R2 within | 0.061 | 0.145 | 0.773 | 0.128 | 0.387 | 0.247 | 0.807 | 0.447 | 0.625 | |
| R2 between | 0.523 | 0.164 | 0.927 | 0.825 | 0.924 | 0.771 | 0.075 | 0.714 | 0.724 | |
| R2 overall | 0.410 | 0.113 | 0.890 | 0.631 | 0.899 | 0.735 | 0.031 | 0.676 | 0.684 | |
* p < 0.10, ** p < 0.05, *** p < 0.01.
Regression analysis (DV = environmental factors).
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | |
|---|---|---|---|---|---|---|---|---|---|
| Main independent variables | |||||||||
| Green Entrepreneurship | 1.067 *** | 1.182 *** | 1.066 *** | 1.115 *** | 1.117 *** | ||||
| (0.151) | (0.320) | (0.162) | (0.322) | (0.328) | |||||
| Nongreen Entrepreneurship | −6.368 | −8.366 | −0.526 | −5.821 | −5.848 | ||||
| (5.344) | (6.707) | (2.687) | (6.028) | (5.996) | |||||
| Interaction terms | |||||||||
| Green x | 0.004 | ||||||||
| Entrepreneurship Policy | (0.229) | ||||||||
| Nongreen x | −0.002 | ||||||||
| Entrepreneurship Policy | (0.320) | ||||||||
| Controls | |||||||||
| Entrepreneurship | 0.294 ** | 0.138 | 0.213 * | 0.090 | 0.096 | ||||
| Policy | (0.113) | (0.107) | (0.117) | (0.117) | (0.224) | ||||
| Resources | −0.185 | 0.013 | 0.093 | 0.060 | 0.036 | 0.121 | 0.121 | ||
| (0.275) | (0.172) | (0.156) | (0.150) | (0.110) | (0.135) | (0.148) | |||
| Population | 0.024 | −0.216 | −0.027 | −0.049 | 0.015 | 0.079 | 0.078 | ||
| (0.070) | (0.204) | (0.134) | (0.203) | (0.073) | (0.191) | (0.196) | |||
| City Size | 0.298 | 0.307 | 0.346 ** | 0.323 | −0.036 | 0.355 ** | 0.356 * | ||
| (0.282) | (0.227) | (0.158) | (0.232) | (0.118) | (0.147) | (0.168) | |||
| Education | 0.156 | 0.845 ** | 0.579 ** | 0.503 | 0.319 ** | 0.356 | 0.353 | ||
| (0.252) | (0.288) | (0.226) | (0.349) | (0.127) | (0.315) | (0.326) | |||
| Economic Activity | 0.083 | −0.023 | 0.043 | −0.038 | 0.029 | 0.029 | 0.029 | ||
| (0.096) | (0.044) | (0.034) | (0.051) | (0.032) | (0.032) | (0.034) | |||
| Environmental Preservation | 0.010 | −0.015 | −0.017 | 0.003 | 0.033 | −0.004 | −0.004 | ||
| (0.106) | (0.096) | (0.098) | (0.081) | (0.081) | (0.091) | (0.099) | |||
| Basic Services | −0.394 | −0.884 | −0.251 | −0.802 | −0.321 | −0.229 | −0.225 | ||
| (0.269) | (0.560) | (0.543) | (0.569) | (0.223) | (0.540) | (0.575) | |||
| Environmental | 0.619 ** | 0.389 | 0.429 | 0.270 | 0.269 | ||||
| Consciousness | (0.272) | (0.252) | (0.248) | (0.321) | (0.349) | ||||
| Temporal Orientation | 0.366 * | 0.068 | 0.237 | −0.005 | −0.003 | ||||
| (0.171) | (0.207) | (0.158) | (0.167) | (0.177) | |||||
| Innovation Policy | 0.014 | −0.065 | 0.051 | −0.034 | −0.036 | ||||
| (0.159) | (0.088) | (0.136) | (0.091) | (0.109) | |||||
| _cons | 0.762 | −0.470 | 1.359 *** | −2.409 | 1.012 | −2.847 | 1.256 | −0.725 | −0.737 |
| (0.649) | (0.842) | (0.192) | (2.022) | (0.824) | (2.054) | (0.993) | (1.546) | (1.536) | |
|
| 78 | 39 | 78 | 78 | 39 | 39 | 78 | 39 | 39 |
| R2 within | 0.050 | 0.500 | 0.801 | 0.112 | 0.708 | 0.552 | 0.823 | 0.732 | 0.732 |
| R2 between | 0.275 | 0.004 | 0.853 | 0.751 | 0.874 | 0.736 | 0.860 | 0.636 | 0.637 |
| R2 overall | 0.214 | 0.018 | 0.839 | 0.590 | 0.866 | 0.699 | 0.842 | 0.589 | 0.590 |
* p < 0.10, ** p < 0.05, *** p < 0.01.