Sustainability Reporting in Family Firms: A Panel Data Analysis
Abstract
:1. Introduction
- RQ1:
- How visibility affects family firms sustainability disclosure behavior in a longitudinal framework?
- RQ2:
- How family influence shapes this behavior?
2. Theoretical Background and Literature Review
3. Hypothesis Development
4. Methodology
4.1. Sample
4.2. Measures
4.2.1. Dependent Variables
4.2.2. Independent Variables
SEW Related Variables
Control Variables and Interaction Variables
4.3. Empirical Models
- Model 1:
- Disclosure scorej = f(SEW variables, control variables)
- Model 2:
- Disclosure scorej = f(SEW variables, family ownership interactions, control variables)
5. Results
6. Discussion
7. Conclusions
Acknowledgments
Author Contributions
Conflicts of Interest
References
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Family Firms | Non-Family Firms | t | |||
---|---|---|---|---|---|
Mean | SD | Mean | SD | ||
SUS | 0.056 | 0.188 | 0.024 | 0.117 | –4.71 *** |
ENV | 0.058 | 0.196 | 0.025 | 0.124 | –4.74 *** |
SOC | 0.048 | 0.177 | 0.022 | 0.117 | –3.96 *** |
LAB | 0.066 | 0.220 | 0.033 | 0.154 | –4.09 *** |
PROD | 0.046 | 0.176 | 0.015 | 0.091 | –5.12 *** |
HUM | 0.041 | 0.160 | 0.014 | 0.088 | –4.83 *** |
Size | 12.349 | 1.711 | 11.395 | 2.108 | –11.03 *** |
Roa | 2.196 | 9.683 | 0.193 | 18.688 | –4.87 *** |
Gearing ratio | 0.573 | 4.435 | 0.529 | 13.515 | 1.39 |
Media Exposure | 12.707 | 39.069 | 9.035 | 29.466 | 1.50 |
Consumer Prox | 0.351 | 0.478 | 0.230 | 0.421 | –6.45 *** |
Environmental Sens | 0.541 | 0.499 | 0.340 | 0.474 | –9.42 *** |
Sport | 0.270 | 0.444 | 0.200 | 0.400 | –4.05 *** |
qFamily | 58.971 | 14.764 | - | - | - |
FamilyCEO | 0.739 | - | - | - | - |
Founder | 0.514 | - | - | - | - |
FMulty | 0.730 | - | - | - | - |
FamilyName | 0.252 | - | - | - | - |
0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 SUS | ||||||||||||||||||
1 ENV | 0.986 | |||||||||||||||||
2 SOC | 0.975 | 0.949 | ||||||||||||||||
3 LAB | 0.977 | 0.958 | 0.938 | |||||||||||||||
4 PROD | 0.938 | 0.911 | 0.930 | 0.893 | ||||||||||||||
5 HUM | 0.913 | 0.875 | 0.894 | 0.859 | 0.859 | |||||||||||||
6 Size | 0.466 | 0.459 | 0.454 | 0.455 | 0.438 | 0.425 | ||||||||||||
7 Roa | 0.020 | 0.024 | 0.018 | 0.017 | 0.005 | 0.020 | 0.058 | |||||||||||
8 Gearing ratio | –0.027 | –0.028 | –0.025 | –0.028 | –0.024 | –0.022 | –0.022 | –0.006 | ||||||||||
9 Public | 0.430 | 0.422 | 0.420 | 0.420 | 0.416 | 0.385 | 0.378 | 0.014 | –0.026 | |||||||||
10 DConsumer Prox | 0.049 | 0.042 | 0.052 | 0.039 | 0.070 | 0.062 | 0.056 | 0.024 | –0.022 | 0.168 | ||||||||
11 DEnvironmental Sens | 0.165 | 0.169 | 0.159 | 0.151 | 0.128 | 0.182 | 0.182 | 0.001 | 0.021 | 0.192 | –0.230 | |||||||
12 Media Exposure | 0.442 | 0.424 | 0.425 | 0.420 | 0.441 | 0.476 | 0.457 | 0.015 | –0.014 | 0.254 | 0.070 | 0.105 | ||||||
13 DSport | 0.182 | 0.193 | 0.157 | 0.166 | 0.152 | 0.175 | 0.205 | 0.025 | –0.025 | 0.116 | 0.056 | 0.116 | 0.156 | |||||
14 DFounder | –0.058 | –0.048 | –0.075 | –0.062 | –0.063 | –0.054 | –0.012 | 0.079 | –0.019 | –0.183 | –0.070 | –0.090 | –0.125 | –0.053 | ||||
15 qFamily | –0.079 | –0.075 | –0.086 | –0.081 | –0.071 | –0.070 | 0.058 | 0.105 | –0.020 | –0.253 | 0.084 | 0.113 | –0.071 | 0.094 | 0.547 | |||
16 DFamilyCEO | –0.030 | –0.024 | –0.042 | –0.027 | –0.035 | –0.038 | 0.089 | 0.113 | –0.017 | –0.192 | 0.058 | 0.100 | –0.090 | 0.049 | 0.488 | 0.736 | ||
17 DFMulty | –0.001 | 0.004 | –0.018 | –0.011 | 0.004 | 0.010 | 0.119 | 0.077 | –0.012 | –0.189 | 0.084 | 0.109 | 0.016 | 0.054 | 0.495 | 0.726 | 0.629 | |
18 DFamilyName | –0.047 | –0.047 | –0.037 | –0.057 | –0.041 | –0.035 | 0.050 | 0.048 | 0.008 | –0.112 | 0.032 | 0.076 | –0.033 | –0.002 | 0.148 | 0.401 | 0.306 | 0.366 |
Variables | Model 1 | Model 2 |
---|---|---|
Interc. | –0.238 *** | –0.240 *** |
Controls Variables | ||
Size | 0.021 *** | 0.020 *** |
Roa | –0.000 | –0.000 |
Gearing ratio | –0.000 | –0.000 |
Public | 0.207 *** | 0.211 *** |
Consumer Proximity | 0.050 ** | 0.052 ** |
Environmental Sensitivity | –0.002 | 0.005 |
Media Exposure | 0.002 *** | 0.001 *** |
Sport | 0.033 *** | 0.054 *** |
Industry | Yes | Yes |
SEW Variables | ||
qFamily | –0.001 *** | –0.000 |
FamilyCEO | 0.027 ** | 0.025 ** |
Founder | 0.024 ** | 0.031 *** |
FMulty | 0.013 | 0.007 |
FamilyName | –0.013 | –0.013 |
Interactions Variables | ||
qFamily × Media Exposure | 0.000 *** | |
qFamily × Sport | –0.001 ** | |
qFamily × Consumer Proximity | –0.000 | |
qFamily × Environmental Sensitivity | –0.001 ** | |
R2 | 0.382 | 0.386 |
PANEL A—Model 1 | |||||
Variables | Environment | Society | Labour | Prod. Responsibility | Hum. Rights |
Interc. | –0.249 *** | –0.242 *** | –0.277 *** | –0.199 *** | –0.151 *** |
Controls | |||||
Size | 0.021 *** | 0.021 *** | 0.024 *** | 0.017 *** | 0.013 *** |
Roa | –0.000 | –0.000 | –0.000 | –0.000 | –0.000 |
Gearing ratio | –0.000 | –0.000 | –0.000 | –0.000 | –0.000 |
Public | 0.210 *** | 0.190 *** | 0.237 *** | 0.195 *** | 0.148 *** |
Cons Proximity | 0.054 ** | 0.055 *** | 0.058 ** | 0.055 *** | 0.022 |
Env. Sensitivity | 0.001 | –0.004 | –0.001 | –0.006 | –0.004 |
Media Exposure | 0.002 *** | 0.001 *** | 0.002 *** | 0.002 *** | 0.002 *** |
Sport | 0.042 *** | 0.021 ** | 0.029 *** | 0.023 ** | 0.025 *** |
Industry | Yes | Yes | Yes | Yes | Yes |
SEW Variables | |||||
qFamily | –0.001 *** | –0.001 *** | –0.001 *** | –0.000 ** | –0.001 *** |
FamilyCEO | 0.029 ** | 0.020 | 0.036 ** | 0.015 | 0.013 |
Founder | 0.030 *** | 0.016 | 0.025 * | 0.016 | 0.018 * |
FMulty | 0.017 | 0.004 | 0.007 | 0.013 | 0.013 |
FamilyName | –0.017 | –0.003 | –0.024 | –0.011 | –0.005 |
R2 | 0.370 | 0.355 | 0.357 | 0.352 | 0.356 |
PANEL B—Model 2 | |||||
Variables | Environment | Society | Labour | Prod. Responsibility | Hum. Rights |
Interc. | –0.252 *** | –0.244 *** | –0.277 *** | –0.201 *** | –0.151 *** |
Controls | |||||
Size | 0.021 *** | 0.021 *** | 0.024 *** | 0.017 *** | 0.012 *** |
Roa | –0.000 | –0.000 | –0.000 | –0.000 | –0.000 |
Gearing ratio | –0.000 | –0.000 | –0.000 | –0.000 | –0.000 |
Public | 0.208 *** | 0.190 *** | 0.243 *** | 0.202 *** | 0.150 *** |
Cons Proximity | 0.056 ** | 0.055 ** | 0.055 ** | 0.070 *** | 0.026 |
Env. Sensitivity | 0.007 | 0.004 | 0.011 | –0.004 | 0.001 |
Media Exposure | 0.001 *** | 0.001 *** | 0.001 *** | 0.001 *** | 0.001 *** |
Sport | 0.068 *** | 0.045 *** | 0.051 *** | 0.043 *** | 0.037 *** |
Industry | Yes | Yes | Yes | Yes | Yes |
SEW Variables | |||||
qFamily | –0.000 | 0.000 | –0.000 | –0.000 | –0.000 |
FamilyCEO | 0.027 ** | 0.018 | 0.034 ** | 0.013 | 0.012 |
Founder | 0.035 *** | 0.022 ** | 0.035 *** | 0.023 ** | 0.022 ** |
FMulty | 0.013 | –0.001 | 0.001 | 0.005 | 0.010 |
FamilyName | –0.017 | –0.002 | –0.023 | –0.012 | –0.005 |
SEW Interactions | |||||
qFamily × Media Exp. | 0.000 * | 0.000 *** | 0.000 *** | 0.000 *** | 0.000 ** |
qFamily × Sport | –0.001 ** | –0.001 ** | –0.001 * | –0.001 ** | –0.000 |
qFamily × Cons. Prox. | –0.000 | –0.000 | –0.000 | –0.000 | –0.000 |
qFamily × Env. Sensitivity | –0.001 * | –0.001 ** | –0.001 *** | –0.000 | –0.000 |
R2 | 0.373 | 0.359 | 0.364 | 0.356 | 0.358 |
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Gavana, G.; Gottardo, P.; Moisello, A.M. Sustainability Reporting in Family Firms: A Panel Data Analysis. Sustainability 2017, 9, 38. https://doi.org/10.3390/su9010038
Gavana G, Gottardo P, Moisello AM. Sustainability Reporting in Family Firms: A Panel Data Analysis. Sustainability. 2017; 9(1):38. https://doi.org/10.3390/su9010038
Chicago/Turabian StyleGavana, Giovanna, Pietro Gottardo, and Anna Maria Moisello. 2017. "Sustainability Reporting in Family Firms: A Panel Data Analysis" Sustainability 9, no. 1: 38. https://doi.org/10.3390/su9010038
APA StyleGavana, G., Gottardo, P., & Moisello, A. M. (2017). Sustainability Reporting in Family Firms: A Panel Data Analysis. Sustainability, 9(1), 38. https://doi.org/10.3390/su9010038