Are Environmentally Innovative Companies Inclined towards Integrated Environmental Disclosure Policies?
Abstract
:1. Introduction
2. Background, Theory and Research Hypotheses
2.1. Environmental Innovation and Environmental Disclosure
2.2. Theory and Hypotheses Development
3. Methodology
3.1. Sample
3.2. Empirical Models
4. Results and Discussion
4.1. Descriptive Statistics
4.2. Basic Model Results
4.3. Complementary Analysis
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Panel A. Sample Distribution by Geographic Zone | |||
---|---|---|---|
Country | % | Country | % |
Argentina | 0.11 | Netherlands | 0.88 |
Australia | 6.59 | New Zealand | 0.55 |
Austria | 0.39 | Nigeria | 0.02 |
Bahrein | 0.05 | Norway | 0.48 |
Belgium | 0.67 | Oman | 0.08 |
Bermuda | 0.39 | Panama | 0.01 |
Brazil | 1.59 | Papua New Guinea | 0.02 |
Canada | 6.31 | Peru | 0.17 |
Cayman Islands | 0.04 | Philippines | 0.44 |
Chile | 0.50 | Poland | 0.55 |
China | 2.42 | Portugal | 0.27 |
Colombia | 0.24 | Puerto Rico | 0.01 |
Cyprus | 0.02 | Qatar | 0.15 |
Czech Republic | 0.08 | Russia | 0.72 |
Denmark | 0.63 | Saudi Arabia | 0.19 |
Egypt | 0.19 | Singapore | 1.16 |
Finland | 0.64 | South Africa | 2.08 |
France | 2.31 | Spain | 1.10 |
Germany | 2.03 | Sri Lanka | 0.02 |
Gibraltar | 0.02 | Sweden | 1.27 |
Greece | 0.40 | Switzerland | 1.66 |
Guernsey | 0.03 | Taiwan | 2.45 |
Hong Kong | 2.83 | Thailand | 0.58 |
Hungary | 0.08 | Turkey | 0.53 |
India | 1.64 | Ukraine | 0.01 |
Indonesia | 0.63 | United Arab Emirates | 0.16 |
Ireland | 0.62 | United Kingdom | 7.84 |
Isle Of Man | 0.01 | United States | 29.52 |
Israel | 0.32 | Panel B. Sample distribution by Industry | |
Italy | 1.21 | Industry | % |
Japan | 9.98 | Oil and Gas | 6.99 |
Jersey | 0.07 | Basic Materials | 9.98 |
Jordan | 0.02 | Industry | 18.22 |
Korea (South) | 2.10 | Consumer goods | 10.52 |
Kuwait | 0.13 | Health | 6.02 |
Luxemburg | 0.15 | Consumer services | 12.95 |
Macau | 0.03 | Telecommunications | 2.65 |
Malaysia | 0.92 | Public services | 4.53 |
Mexico | 0.62 | Financial and Real Estate | 21.37 |
Morocco | 0.07 | Technology | 6.77 |
Variable | Measure | Relative Frequency | |
---|---|---|---|
AC_Exp | Dummy if a financial expert is on the audit committee | 0.49 | |
Civil_Law | Dummy if the firm is located in a civil law country | 0.38 | |
Mandatory | Dummy if the firm is located in South Africa | 0.02 | |
Mean | Std.Dev | ||
EnvI.Inf | Integrated level of environmental information (0–4 points) | 1.21 | 1.16 |
EnvInno | Environmental innovation projects (0–3 values) | 0.6 | 0.89 |
EnvPerf | Environmental performance score | 49.64 | 31.97 |
F_Size | Logarithm of total assets by firm size measure | 16.69 | 2.82 |
F_Age | Age of the company since its establishment | 37.39 | 31.86 |
ROA | Ratio Return on Assets | 4.85 | 15.19 |
Growth | Sales mean value in the last five years | 2.97 | 0.32 |
Error | Forecast error (Martínez-Ferrero et al. 2016) | 0.09 | 1.54 |
KZIndex | KZ index of Kaplan and Zingales (1997) | 0.01 | 0.08 |
Leverage | Ratio Total Debt to Total Equity | 0.14 | 0.17 |
WorCap | Working capital | 0.92 | 0.01 |
Divid | Dividends paid by the company | 61.89 | 74.44 |
F_Intern | Investment in total assets in other countries | 17.68 | 26.82 |
Analysts | Analysts follow the company | 13.09 | 8.98 |
CPI | CEO Power Index (García-Sánchez et al. 2020a) | 1.92 | 0.73 |
B_Size | Number of directors on the board | 10.07 | 3.53 |
B_Activity | Annual meetings of the board | 18.41 | 10.87 |
B_Women | Percentage of female directors on the board | 0.12 | 0.11 |
IENVPI | Industry Environmental Index (Amor-Esteban et al. 2018, 2019) | 0.02 | 0.91 |
ERRI | National environmental regulations index (Esty and Porter 2001) | 0.93 | 0.64 |
TranspIndex | Disclosure legal requirement at country level | 0.56 | 0.82 |
LOIndex | The index of law and order from La Porta et al. (1998) | 8.89 | 1.68 |
JEIndex | The index of judicial efficiency from La Porta et al. (1998) | 9.18 | 1.55 |
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | |||
1 | EnvI.Inf | 1 | ||||||||
2 | EnvInno | 0.40 *** | 1 | |||||||
3 | EnvPerf | 0.50 *** | 0.29 *** | 1 | ||||||
4 | F_Size | 0.30 *** | 0.28 *** | 0.18 *** | 1 | |||||
5 | F_Age | 0.20 *** | 0.23 *** | 0.13 *** | 0.18 *** | 1 | ||||
6 | ROA | 0.03 *** | 0.00 | 0.02 *** | 0.04 *** | 0.04 *** | 1 | |||
7 | Growth | 0.00 | 0.00 | 0.01 | 0.00 | −0.01 * | 0.00 | 1 | ||
8 | Error | −0.02 *** | −0.01 ** | −0.01 * | −0.03 *** | −0.02 *** | −0.10 *** | 0.00 | 1 | |
9 | KZIndex | 0.07 *** | 0.07 *** | 0.03 *** | 0.34 *** | 0.02 *** | −0.01 | 0.00 | 0.00 | |
10 | Leverage | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | −0.01 | 0.00 | 0.42 *** | |
11 | WorCap | 0.04 *** | 0.03 *** | 0.02 *** | 0.18 *** | 0.01 | 0.02 *** | 0.00 | −0.01 | |
12 | Divid | −0.01 | 0.01 *** | 0.01 * | 0.15 *** | −0.01 * | 0.00 | 0.00 | 0.00 | |
13 | F_Intern | 0.14 *** | 0.08 *** | 0.07 *** | −0.03 *** | 0.06 *** | 0.01 * | 0.00 | 0.00 | |
14 | Analysts | 0.30 *** | 0.21 *** | 0.17 *** | 0.24 *** | 0.05 *** | 0.09 *** | −0.01 * | −0.01 | |
15 | CPI | 0.04 *** | −0.01 | 0.02 *** | 0.10 *** | −0.02 ** | −0.01 ** | 0.01 | −0.01 | |
16 | B_Size | 0.21 *** | 0.10 *** | 0.29 *** | 0.19 *** | 0.08 *** | 0.02 *** | 0.02 *** | −0.02 *** | |
17 | B_Activity | 0.14 *** | 0.03 *** | 0.15 *** | 0.04 *** | 0.03 *** | −0.01 | 0.00 | −0.02 *** | |
18 | B_Women | 0.12 *** | 0.02 *** | 0.15 *** | −0.13 *** | 0.04 *** | 0.02 *** | −0.01 | −0.01 | |
19 | AC_Exp | 0.08 *** | −0.02 *** | −0.07 *** | −0.13 *** | −0.02 *** | 0.00 | 0.01 | 0.00 | |
20 | IENVPI | 0.13 *** | 0.20 *** | 0.09 *** | −0.04 *** | 0.07 *** | −0.03 *** | 0.00 | 0.00 | |
21 | ERRI | −0.08 *** | 0.05 *** | 0.03 *** | −0.41 *** | 0.03 *** | −0.05 *** | 0.00 | 0.01 | |
22 | Civil_Law | 0.20 *** | 0.24 *** | 0.15 *** | 0.53 *** | 0.10 *** | 0.01 * | 0.01 ** | −0.02 *** | |
23 | TranspIndex | 0.10 *** | −0.03 *** | 0.03 *** | −0.35 *** | 0.00 | −0.01 *** | 0.01 | −0.01 * | |
24 | LOIndex | −0.19 *** | −0.03 *** | −0.05 *** | −0.44 *** | −0.05 *** | −0.08 *** | 0.00 | 0.01 *** | |
25 | JEIndex | −0.17 *** | −0.04 *** | −0.04 *** | −0.34 *** | −0.03 *** | −0.05 *** | 0.00 | 0.00 | |
26 | Mandatory | 0.13 *** | −0.04 *** | 0.00 | 0.01 | 0.04 *** | 0.03 *** | 0.00 | 0.00 | |
9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | |||
9 | KZIndex | 1 | ||||||||
10 | Leverage | 0.01 | 1 | |||||||
11 | WorCap | 0.26 *** | 0.00 | 1 | ||||||
12 | Divid | 0.22 *** | 0.00 | 0.13 *** | 1 | |||||
13 | F_Intern | −0.02 *** | −0.01 | −0.03 *** | −0.03 *** | 1 | ||||
14 | Analysts | 0.05 *** | −0.01 | 0.07 *** | 0.01 *** | 0.08 *** | 1 | |||
15 | CPI | 0.03 *** | 0.00 | 0.02 *** | 0.01 ** | 0.01 ** | −0.06 *** | 1 | ||
16 | B_Size | 0.00 | 0.01 | 0.00 | −0.03 *** | 0.03 *** | 0.12 *** | 0.05 *** | 1 | |
17 | B_Activity | 0.02 ** | 0.00 | 0.00 | 0.01 | 0.08 *** | −0.04 *** | 0.33 *** | −0.10 *** | |
18 | B_Women | −0.07 *** | 0.01 ** | −0.03 *** | −0.05 *** | −0.02 *** | 0.05 *** | −0.16 *** | 0.08 *** | |
19 | AC_Exp | −0.05 *** | 0.00 | −0.03 *** | −0.04 *** | 0.00 | 0.04 *** | −0.19 *** | 0.02 *** | |
20 | IENVPI | 0.05 *** | −0.01 ** | 0.02 *** | −0.01 * | 0.16 *** | −0.05 *** | 0.02 *** | −0.02 *** | |
21 | ERRI | −0.20 *** | 0.00 | −0.12 *** | −0.08 *** | 0.13 *** | 0.00 | −0.15 *** | −0.06 *** | |
22 | Civil_Law | 0.15 *** | 0.00 | 0.08 *** | 0.10 *** | 0.05 *** | 0.02 *** | 0.11 *** | 0.12 *** | |
23 | TranspIndex | −0.08 *** | −0.01 | −0.04 *** | −0.05 *** | 0.23 *** | −0.06 *** | 0.09 *** | −0.07 *** | |
24 | LOIndex | −0.25 *** | 0.00 | −0.14 *** | −0.10 *** | 0.01 ** | −0.02 *** | −0.17 *** | −0.07 *** | |
25 | JEIndex | −0.26 *** | −0.01 | −0.16 *** | −0.08 *** | 0.02 *** | −0.03 *** | −0.11 *** | −0.09 *** | |
26 | Mandatory | −0.02 *** | 0.01 | −0.01 * | −0.01 *** | 0.00 | −0.11 *** | 0.05 *** | 0.01 ** | |
17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | ||
17 | B_Activity | 1 | ||||||||
18 | B_Women | −0.01 | 1 | |||||||
19 | AC_Exp | −0.12 *** | 0.28 *** | 1 | ||||||
20 | IENVPI | 0.06 *** | −0.06 *** | −0.02 *** | 1 | |||||
21 | ERRI | −0.0 7*** | 0.11 *** | 0.04 *** | −0.05 *** | 1 | ||||
22 | Civil_Law | 0.11 *** | −0.13 *** | −0.19 *** | 0.05 *** | −0.21 *** | 1 | |||
23 | TranspIndex | 0.24 *** | 0.11 *** | 0.05 *** | 0.05 *** | 0.28 *** | −0.04 *** | 1 | ||
24 | LOIndex | −0.11 *** | 0.09 *** | 0.06 *** | −0.02 *** | 0.87 *** | −0.28 *** | 0.16 *** | 1 | |
25 | JEIndex | −0.08 *** | 0.05 *** | 0.07 *** | −0.03 *** | 0.75 *** | −0.42 *** | 0.12 *** | 0.77 *** | 1 |
26 | Mandatory | 0.04 *** | 0.05 *** | 0.04 *** | −0.01 | −0.22 *** | −0.11 *** | −0.10 *** | −0.39 *** | −0.30 *** |
Equation (2) | Equation (1) | Robust 1 | Robust 2 | |
---|---|---|---|---|
EnvPerf | EnvI.Inf | EnvI.Inf1 | EnvI.Inf2 | |
Coeff. (Std. Error) | Coeff. (Std. Error) | Coeff. (Std. Error) | Coeff. (Std. Error) | |
EnvInno | 2.385 ** | 0.361 *** | 0.556 *** | 0.189 *** |
−1.035 | (0.0318) | (0.0510) | (0.0319) | |
EnvPerf | 0.00584 *** | 0.00625 *** | 0.00569 *** | |
(0.000711) | (0.00111) | (0.000754) | ||
F_Size | 3.117 * | 0.359 *** | 0.680 *** | 0.203 *** |
−1.696 | (0.0255) | (0.0484) | (0.0232) | |
F_Age | 1.764 *** | 0.00630 *** | 0.0137 *** | 0.00242 ** |
(0.225) | (0.00121) | (0.00219) | (0.00107) | |
ROA | −0.0392 | 0.00591 *** | 0.0126 *** | 0.00303 |
(0.0547) | (0.00206) | (0.00363) | (0.00206) | |
Growth | −0.0776 | −0.00265 | −0.167 * | −0.00155 |
(0.0566) | (0.00305) | (0.0961) | (0.00251) | |
Error | −0.183 | −0.00717 | 0.0152 | −0.0151 |
(0.374) | (0.0182) | (0.0290) | (0.0198) | |
KZIndex | −35.82 | −5.001 *** | −9.378 *** | −2.112 ** |
(59.31) | −1.020 | −1.701 | (0.934) | |
Leverage | 0.000239 | 7.66e−06 | 3.11e−06 | 6.67e−06 |
(0.000197) | (9.99e−06) | (1.51e−05) | (1.09e−05) | |
WorCap | 2.93e−09 ** | −1.15e−09 *** | −2.20e−09 *** | −3.63e−10 |
(1.17e−09) | (2.78e−10) | (4.59e−10) | (2.55e−10) | |
Divid | −0.0380 | −0.000200 | −0.000191 | −0.000211 |
(0.0250) | (0.000153) | (0.000296) | (0.000135) | |
F_Intern | 0.0146 | 0.000671 | 0.00313 * | −0.000757 |
(0.0345) | (0.00114) | (0.00180) | (0.00113) | |
Analysts | 0.164 | 0.0475 *** | 0.0682 *** | 0.0268 *** |
(0.140) | (0.00395) | (0.00658) | (0.00379) | |
CPI | −1.471 ** | −0.0762 *** | −0.111 ** | −0.0477 |
(0.730) | (0.0293) | (0.0458) | (0.0310) | |
B_Size | 0.0164 | 0.00444 | −0.00682 | 0.00948 |
(0.170) | (0.00738) | (0.0116) | (0.00773) | |
B_Activity | 0.0746 | 0.00672 *** | 0.00661 ** | 0.00727 *** |
(0.0473) | (0.00194) | (0.00299) | (0.00206) | |
B_Women | 0.0793 * | −0.00202 | −0.00125 | −0.00326 |
(0.0472) | (0.00190) | (0.00297) | (0.00200) | |
AC_Exp | 0.0188 | −0.0130 | 0.0507 | −0.0265 |
−1.444 | (0.0604) | (0.0936) | (0.0649) | |
IENVPI | 0.334 *** | 0.679 *** | 0.157 *** | |
(0.0550) | (0.0997) | (0.0489) | ||
ERRI | 1.146 | 0.848 *** | 1.280 *** | 0.617 *** |
−9.001 | (0.160) | (0.266) | (0.145) | |
Civil_Law | −0.0528 | −0.189 | −0.00231 | |
(0.144) | (0.253) | (0.128) | ||
TranspIndex | 0.850 *** | 1.765 *** | 0.332 *** | |
(0.0611) | (0.116) | (0.0534) | ||
LOIndex | −0.327 *** | −0.410 *** | −0.256 *** | |
(0.0622) | (0.107) | (0.0556) | ||
JEIndex | −0.159 *** | −0.357 *** | −0.0603 | |
(0.0600) | (0.107) | (0.0533) | ||
Mandatory | 1.334 *** | 2.255 *** | 0.698 ** | |
(0.345) | (0.608) | (0.310) | ||
Zone, Industry and Year included | ||||
R2 | 0.9067 *** | |||
Log-Likelihood | −7533.5816 | −3809.8896 | −5522.8182 | |
LR test | 2873.07 *** | 3730.89 *** | 1568.36 *** |
Dummy Silent Green Disclosures | |
---|---|
Coeff. (Std. Error) | |
EnvInno | 2.128 *** |
(0.503) | |
F_Size | −0.435 *** |
(0.140) | |
F_Age | 0.00432 |
(0.00668) | |
ROA | −0.0132 |
(0.0168) | |
Growth | 0.0449 |
(0.194) | |
Error | 0.287 |
(0.745) | |
KZIndex | 9.993 |
(24.28) | |
Leverage | −0.000124 |
(0.000256) | |
WorCap | −8.74e−10 |
(1.12e−09) | |
Divid | −0.000494 |
(0.000708) | |
F_Intern | 0.00771 |
(0.00767) | |
Analysts | 0.0507 ** |
(0.0252) | |
CPI | −0.414 * |
(0.236) | |
B_Size | 0.0104 |
(0.0570) | |
B_Activity | 0.0202 |
(0.0156) | |
B_Women | 0.00207 |
(0.0154) | |
AC_Exp | 0.869 * |
(0.448) | |
IENVPI | 0.402 |
(0.309) | |
ERRI | 1.254 |
(0.927) | |
Civil_Law | −1.576 ** |
(0.733) | |
TranspIndex | −0.730 ** |
(0.333) | |
LOIndex | −0.220 |
(0.343) | |
JEIndex | −0.439 |
(0.302) | |
Mandatory | −2.937 ** |
−1.408 | |
Zone, Industry and Year included | |
Log-Likelihood | −305.85377 |
LR test | 49.80 *** |
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García-Sánchez, I.-M.; Raimo, N.; Vitolla, F. Are Environmentally Innovative Companies Inclined towards Integrated Environmental Disclosure Policies? Adm. Sci. 2021, 11, 29. https://doi.org/10.3390/admsci11010029
García-Sánchez I-M, Raimo N, Vitolla F. Are Environmentally Innovative Companies Inclined towards Integrated Environmental Disclosure Policies? Administrative Sciences. 2021; 11(1):29. https://doi.org/10.3390/admsci11010029
Chicago/Turabian StyleGarcía-Sánchez, Isabel-María, Nicola Raimo, and Filippo Vitolla. 2021. "Are Environmentally Innovative Companies Inclined towards Integrated Environmental Disclosure Policies?" Administrative Sciences 11, no. 1: 29. https://doi.org/10.3390/admsci11010029
APA StyleGarcía-Sánchez, I. -M., Raimo, N., & Vitolla, F. (2021). Are Environmentally Innovative Companies Inclined towards Integrated Environmental Disclosure Policies? Administrative Sciences, 11(1), 29. https://doi.org/10.3390/admsci11010029