Environmental vs. Social Responsibility in the Firm. Evidence from Italy
Abstract
:1. Introduction
2. Literature Review and Research Hypotheses
3. Materials and Methods
4. Results
4.1. Baseline Results
4.2. Robustness Checks
5. Discussion
6. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A
Variable | Mean | Std. Dev | Min | Max |
---|---|---|---|---|
Green investments | 0.464 | 0.499 | 0 | 1 |
CSR | 0.270 | 0.247 | 0 | 1 |
Territory | 0.683 | 0.465 | 0 | 1 |
R&D | 0.368 | 0.482 | 0 | 1 |
HC | 6.088 | 12.561 | 0 | 90 |
Training | 0.176 | 0.381 | 0 | 1 |
Credit | 0.288 | 0.453 | 0 | 1 |
Organizational innov | 0.496 | 0.500 | 0 | 1 |
EMS | 0.257 | 0.437 | 0 | 1 |
Local production | 0.135 | 0.342 | 0 | 1 |
Product innov | 0.525 | 0.499 | 0 | 1 |
Marketing activities | 0.336 | 0.472 | 0 | 1 |
Business situation | 0.198 | 0.398 | 0 | 1 |
Business expectations | 0.370 | 0.483 | 0 | 1 |
Age | 35.401 | 12.851 | 3 | 118 |
Size | 37.306 | 81.019 | 4.520 | 2372.18 |
HT | 0.188 | 0.390 | 0 | 1 |
North-West | 0.335 | 0.472 | 0 | 1 |
North-East | 0.322 | 0.467 | 0 | 1 |
Center | 0.196 | 0.397 | 0 | 1 |
South | 0.147 | 0.354 | 0 | 1 |
Green rules | 0.156 | 0.363 | 0 | 1 |
Green competitiveness | 0.244 | 0.430 | 0 | 1 |
Family | 0.708 | 0.455 | 0 | 1 |
Social capital 1 | 0.581 | 0.066 | 0.273 | 0.678 |
Social capital 2 | 31.3 | 4.515 | 19.900 | 40.200 |
Cooperative banks in 1936 | 1.225 | 3.072 | 0 | 24.264 |
Appendix B
Appendix B.1. Question E1
- Yes, in processes (energy efficiency; emissions, raw materials, and waste reduction; recycling) and/or in products (environmental sustainability improvement, adopting a circular economy approach, etc.)
- No.
Appendix B.2. Question E2
- In response to National and European regulations
- For economic opportunity and competitive edge; improving the firm’s image and reputation; because of awareness that pollution and climate change represent a risk for my company as well as for the whole society.
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Variable | Definition |
---|---|
Dependent variables | |
Green investments | Dummy variable: 1 if the firm invested in environmental sustainability in the period 2015–2017 |
Green rules | Dummy variable: 1 if the firm reports that green investment is motivated by regulation |
Green competitiveness | Dummy variable: 1 if the firm reports that green investment is motivated by competitiveness |
Independent variables | |
CSR | Continuous variable: Average of the six dummy variables related to relationship with: (i) Employees; (ii) other firms, university, and research centers; (iii) institutions; (iv) banks and trade associations; (v) non-profit organizations; (vi) customers |
Territory | Dummy variable: 1 if the firm has a strong connection with the local community |
R&D | Dummy variable: 1 if it invested in R&D during the period 2015–2017 |
HC | Continuous variable: Share of employees with a university degree |
Training | Dummy variable: 1 if the firm carried out training courses in the period 2015–2017 |
Credit | Dummy variable: 1 if the firm states having problems of access to credit |
Organizational innov | Dummy variable: 1 if the firm introduced organizational innovation in 2015–2017 |
EMS | Dummy variable: 1 if the firm implemented Environmental Management Systems (EMS) |
Local production | Dummy variable: 1 if the firm produces goods strongly linked to local production culture |
Product innov | Dummy variable: 1 if the firm introduced product innovation in 2015–2017 |
Marketing activities | Dummy variable: 1 if the firm carries out foreign commercial investments and marketing innovation for opening up new markets |
Business situation | Dummy variable: 1 if the firm states high satisfaction about economic situation of the business |
Business expectations | Dummy variable: 1 if it expects a good economic situation for the next year |
Age | Continuous variable: Logarithm of the number of years since inception |
Size | Continuous variable: Number of employees |
HT | Dummy variable: 1 if the firm belongs to a medium-high/high technology intensive sector |
North-West | Dummy variable: 1 if the firm is located in the North-West |
North-East | Dummy variable: 1 if the firm is located in the North-East |
Center | Dummy variable: 1 if the firm is located in the Center |
South | Dummy variable: 1 if the firm is located in the South |
Instrumental variables | |
Family | Dummy variable: 1 if the main shareholder is an individual or a family |
Social capital 1 | Continuous variable: Average voter turnout at the province level for all the referenda in the period between 1946 and 2016 |
Social capital 2 | Continuous variable: Blood donors per 1000 inhabitants at the regional level |
Cooperative banks in 1936 | Continuous variable: Number of Cooperative banks in 1936 per 100,000 inhabitants at the provincial level |
Variable | Probit (1) | Probit (2) | Probit (3) | |||
---|---|---|---|---|---|---|
Coeff. | M.E. | Coeff. | M.E. | Coeff. | M.E. | |
CSR | 0.865 *** (0.117) | 0.343 (0.047) | 0.852 *** (0.114) | 0.338 (0.045) | 0.574 *** (0.212) | 0.227 (0.084) |
Territory | 0.105 * (0.054) | 0.042 (0.021) | 0.008 (0.080) | 0.003 (0.032) | ||
CSR *Territory | 0.372 (0.240) | 0.148 (0.095) | ||||
R&D | −0.018 (0.059) | −0.007 (0.023) | ||||
HC | 0.008 *** (0.002) | 0.003 (0.001) | 0.007 *** (0.002) | 0.003 (0.001) | 0.007 *** (0.002) | 0.003 (0.001) |
Training | 0.145 ** (0.068) | 0.058 (0.027) | 0.149 ** (0.068) | 0.059 (0.027) | 0.152 ** (0.068) | 0.060 (0.027) |
Credit | −0.124 ** (0.055) | −0.049 (0.022) | −0.122 ** (0.055) | −0.048 (0.022) | −0.126 ** (0.055) | −0.050 (0.022) |
Organizational innov | 0.256 *** (0.069) | 0.102 (0.027) | 0.261 *** (0.069) | 0.104 (0.027) | 0.261 *** (0.069) | 0.103 (0.027) |
EMS | 0.303 *** (0.060) | 0.120 (0.024) | 0.302 *** (0.060) | 0.120 (0.024) | 0.305 *** (0.060) | 0.121 (0.024) |
Local production | 0.130 * (0.076) | 0.052 (0.030) | 0.128 * (0.076) | 0.051 (0.030) | 0.132 * (0.076) | 0.052 (0.030) |
Product innov | 0.358 *** (0.063) | 0.142 (0.025) | 0.353 *** (0.061) | 0.140 (0.024) | 0.356 *** (0.062) | 0.141 (0.024) |
Marketing activities | 0.258 *** (0.069) | 0.102 (0.027) | 0.248 *** (0.069) | 0.099 (0.028) | 0.249 *** (0.069) | 0.099 (0.028) |
Business situation | 0.295 *** (0.070) | 0.117 (0.028) | 0.321 *** (0.068) | 0.127 (0.027) | 0.318 *** (0.068) | 0.126 (0.027) |
Business expectations | 0.082 (0.055) | 0.033 (0.022) | ||||
Age | 0.400 *** (0.144) | 0.159 (0.057) | 0.389 *** (0.144) | 0.154 (0.057) | 0.377 *** (0.145) | 0.150 (0.057) |
Size | −0.000 (0.001) | −0.000 (0.000) | −0.000 (0.001) | −0.000 (0.000) | −0.000 (0.001) | −0.000 (0.000) |
Size square | 0.000 (0.000) | 0.000 (0.000) | 0.000 (0.000) | 0.000 (0.000) | 0.000 (0.000) | 0.000 (0.000) |
HT | −0.070 (0.066) | −0.028 (0.026) | −0.066 (0.065) | −0.026 (0.026) | −0.065 (0.065) | −0.026 (0.026) |
North-East | 0.041 (0.061) | 0.016 (0.024) | 0.045 (0.061) | 0.018 (0.024) | 0.045 (0.061) | 0.018 (0.024) |
Center | 0.137 * (0.070) | 0.054 (0.028) | 0.143 ** (0.070) | 0.057 (0.028) | 0.140 ** (0.070) | 0.056 (0.028) |
South | 0.019 (0.077) | 0.008 (0.030) | 0.024 (0.077) | 0.009 (0.030) | 0.019 (0.077) | 0.008 (0.030) |
Constant | −1.582 *** (0.232) | −1.616 *** (0.234) | −1.530 *** (0.234) | |||
Observations | 3007 | 3007 | 3007 | |||
Wald Chi2 | 534.89 *** | 528.24 *** | 528.94 *** | |||
Pseudo R2 | 0.148 | 0.148 | 0.149 |
Variable | Probit (1) | IV-Probit (2) | OLS (3) | OLS (4) | IV-2SLS (5) | ||
---|---|---|---|---|---|---|---|
Coeff. | M.E. | Coeff. | M.E. | Bootstrap | |||
CSR | 0.863 *** (0.114) | 0.343 (0.045) | 3.187 *** (0.502) | 0.316 (0.236) | 0.297 *** (0.039) | 0.297 *** (0.038) | 1.166 *** (0.271) |
HC | 0.007 *** (0.002) | 0.003 (0.001) | 0.001 (0.003) | 0.003 (0.001) | 0.003 *** (0.001) | 0.003 *** (0.001) | 0.001 (0.001) |
Training | 0.145 ** (0.068) | 0.058 (0.027) | −0.111 (0.091) | 0.057 (0.041) | 0.049 ** (0.023) | 0.049 ** (0.024) | −0.034 (0.036) |
Credit | −0.125 ** (0.055) | −0.049 (0.022) | −0.227 *** (0.058) | −0.049 (0.024) | −0.046 ** (0.019) | −0.046 ** (0.018) | −0.090 *** (0.026) |
Organizational innov | 0.259 *** (0.069) | 0.103 (0.027) | −0.016 (0.096) | 0.101 (0.043) | 0.094 *** (0.025) | 0.094 *** (0.025) | 0.010 (0.037) |
EMS | 0.308 *** (0.060) | 0.122 (0.024) | 0.185 *** (0.071) | 0.129 (0.031) | 0.109 *** (0.021) | 0.109 *** (0.020) | 0.082 *** (0.025) |
Local production | 0.140 * (0.076) | 0.055 (0.030) | 0.103 (0.073) | 0.048 (0.031) | 0.047 * (0.026) | 0.047 * (0.026) | 0.041 (0.028) |
Product innov | 0.362 *** (0.061) | 0.143 (0.024) | 0.259 *** (0.069) | 0.137 (0.029) | 0.131 *** (0.022) | 0.131 *** (0.022) | 0.114 *** (0.024) |
Marketing activities | 0.255 *** (0.069) | 0.101 (0.027) | 0.087 (0.083) | 0.102 (0.036) | 0.094 *** (0.025) | 0.094 *** (0.024) | 0.048 (0.031) |
Business situation | 0.319 *** (0.068) | 0.127 (0.027) | 0.193 ** (0.078) | 0.124 (0.033) | 0.110 *** (0.023) | 0.110 *** (0.023) | 0.083 *** (0.027) |
Age | 0.394 *** (0.144) | 0.155 (0.057) | 0.291** (0.145) | 0.150 (0.061) | 0.136 *** (0.049) | 0.136 *** (0.049) | 0.119 ** (0.055) |
Size | −0.000 (0.001) | −0.000 (0.000) | −0.002 *** (0.001) | −0.000 (0.000) | −0.000 (0.000) | −0.000 (0.000) | −0.001 ** (0.000) |
Size square | 0.000 (0.000) | 0.000 (0.000) | 0.000 *** (0.000) | 0.000 (0.000) | 0.000 (0.000) | 0.000 (0.000) | 0.000 ** (0.000) |
HT | −0.066 (0.065) | −0.026 (0.026) | −0.015 (0.065) | −0.021 (0.027) | −0.018 (0.022) | −0.018 (0.022) | −0.003 (0.025) |
North−East | 0.039 (0.061) | 0.016 (0.024) | 0.028 (0.058) | 0.005 (0.026) | 0.014 (0.021) | 0.014 (0.021) | 0.012 (0.022) |
Center | 0.135 * (0.070) | 0.054 (0.028) | 0.111 * (0.066) | 0.054 (0.028) | 0.044 * (0.023) | 0.044 * (0.024) | 0.043 * (0.025) |
South | 0.018 (0.076) | 0.008 (0.030) | 0.025 (0.070) | 0.021 (0.031) | 0.007 (0.025) | 0.007 (0.025) | 0.010 (0.027) |
Constant | −1.556 *** (0.232) | −1.543 *** (0.233) | −0.044 (0.074) | −0.044 (0.077) | −0.118 (0.088) | ||
Observations | 3007 | 3007 | 3007 | 3007 | |||
Wald Chi2 | 525.69 *** | 898.09 *** | 1011.53 *** | 638.37 *** | |||
F-statistic | 49.46 *** | ||||||
Exogeneity: Wald test Chi2 | 12.50 *** | ||||||
Exogeneity: Wu-Hausmann test F-statistic | 12.227 *** | ||||||
Instr. relevance, F-statistic | 17.383 *** | ||||||
Overidentification test, Sargan Chi2 | 4.468 | ||||||
Pseudo R2 | 0.147 | ||||||
R2 | 0.190 | 0.190 | 0.049 | ||||
Adjusted R2 | 0.185 |
Variable | Green Rules (1) | Green Competitiveness (2) | ||
---|---|---|---|---|
Coeff. | M.E. | Coeff. | M.E. | |
CSR | 0.360 *** (0.137) | 0.078 *** (0.030) | 2.150 *** (0.128) | 0.751 (0.045) |
+controls | Y | Y | Y | Y |
Observations | 3007 | 3007 | ||
Wald Chi2 | 226.75 *** | 564.94 *** | ||
Pseudo R2 | 0.087 | 0.187 |
© 2019 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 (http://creativecommons.org/licenses/by/4.0/).
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Ferri, G.; Pini, M. Environmental vs. Social Responsibility in the Firm. Evidence from Italy. Sustainability 2019, 11, 4277. https://doi.org/10.3390/su11164277
Ferri G, Pini M. Environmental vs. Social Responsibility in the Firm. Evidence from Italy. Sustainability. 2019; 11(16):4277. https://doi.org/10.3390/su11164277
Chicago/Turabian StyleFerri, Giovanni, and Marco Pini. 2019. "Environmental vs. Social Responsibility in the Firm. Evidence from Italy" Sustainability 11, no. 16: 4277. https://doi.org/10.3390/su11164277
APA StyleFerri, G., & Pini, M. (2019). Environmental vs. Social Responsibility in the Firm. Evidence from Italy. Sustainability, 11(16), 4277. https://doi.org/10.3390/su11164277