Submitted:
24 August 2023
Posted:
28 August 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Review of the Literature
3. Data and Variables
4. Results
| (1) | (2) | (3) | (4) | (5) | (6) | |
| Variables | ROA | ROA | ROA | ROE | ROE | ROE |
| ETR | 0.0094 | 0.0151 | ||||
| (0.9162) | (0.5211) | |||||
| INCTX | 0.0023*** | 0.0170*** | ||||
| (3.8295) | (5.2048) | |||||
| PROVTX | 0.0017*** | 0.0125*** | ||||
| (2.7457) | (3.7443) | |||||
| Controls | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 305 | 319 | 305 | 305 | 321 | 307 |
| R-squared | 0.1112 | 0.0654 | 0.0466 | 0.0335 | 0.0878 | 0.0552 |
| Panel A | |||
| (1) | (2) | (3) | |
| Variables | ROA | ROA | ROA |
| −0.1670 ** | |||
| (−2.044) | |||
| −0.0028 *** | |||
| (−3.2962) | |||
| −0.0030 *** | |||
| (−3.5023) | |||
| Controls | Yes | Yes | Yes |
| R-squared | 0.0218 | 0.0696 | 0.0671 |
| Panel B | |||
| (1) | (2) | (3) | |
| Variables | ROE | ROE | ROE |
| −0.4297 * | |||
| (−1.5912) | |||
| −0.0057 | |||
| (−1.2511) | |||
| −0.0075 * | |||
| (−1.6483) | |||
| Controls | Yes | Yes | Yes |
| R-squared | 0.0219 | 0.0672 | 0.0671 |
5. Conclusions
Appendix A. Appendix
| 1 | |
| 2 | |
| 3 | Analyzing data from 2003 to 2020, [24] use a scientometric approach to investigate the nexus between corporate social responsibility and corporate tax aggressiveness research. |
| 4 | This information is provided based on the company filings. |
| 5 | More information on the methodology employed by S&P Capital IQ to compute ESG ratings can be found at https://www.spglobal.com/esg/csa/methodology/. While the majority of the studies use levels of ESG scores, we checked that using natural logarithms of ESG scores [6] won’t change the quality of our outcomes. |
| 6 | Following the definition of [14], tax reporting aggressiveness would reflect a broad range of activities, e.g. transfer pricing arrangements, location of intangible property in low-tax locations, utilization of flow-through entities in structured transactions, synthetic lease arrangements, and tax shelter transactions. We acknowledge that countries present different accounting systems. Nonetheless, we opted to include all geographical regions within our sample instead than focusing only on one country, because ESG ratings for insurance companies are available in the database starting from 2013. Thus, if we would select only one country, our sample would be too small for conducting meaningful statistical analyses. In fact, one caveat in the study of insurers’ ESG scores, is that datasets assembled combining (annual) ESG scores and balance sheet items may result to have limited size. Financial intermediaries, like insurers and banks, are hardy comparable to industrial firms, due to the unique nature of their business and regulation. Therefore, it is appropriate to analyze them separately. This, however, poses an issue in collecting a sufficient number of observations for econometric and statistical analyses. Therefore, as we build our sample, we decided to include all P&C insurers for which the database provided ESG scores, so that our firms can be regarded to be homogeneous in terms of business model and (to a larger extent) taxation issues. Nonetheless, to overcome the concern that reporting differences across countries could drive the empirical outcomes, we have estimated our regressions also clustering standard errors by country or by geographical region. The results are qualitatively similar to the results reported in the paper and are available upon request. |
| 7 | We tested also models where we clustered standard errors by firm, by geographical regions, or by country. The results are consistent with those reported in the text and are available upon request. |
| 8 | We have tested also models with contemporaneous , and obtained results consistent with those reported in the paper. These outcomes are available upon request. |
| 9 | We verified that results do not change in quality as we approximate taxes with and . These results are available upon request. |
| 10 | We have tested the three pillars also on , and also using the simultaneous equations systems in (3). Results don’t change in quality and are available upon request. |
| 11 | |
| 12 | |
| 13 | |
| 14 | |
| 15 | |
| 16 |
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| Mean | Median | Min | Max | St Deviation | N | |
|---|---|---|---|---|---|---|
| 31.54 | 22.50 | 1 | 85 | 23.19 | 388 | |
| E | 27.56 | 16 | 0 | 97 | 29.97 | 388 |
| S | 25.1 | 15 | 0 | 86 | 25.66 | 388 |
| G | 38.71 | 35 | 1 | 87 | 20.89 | 388 |
| 0.023 | 0.020 | 0.000 | 0.118 | 1.994 | 354 | |
| 0.109 | 0.101 | 0.000 | 0.583 | 11.280 | 357 | |
| 0.198 | 0.205 | 0.000 | 0.847 | 17.66 | 332 | |
| 11.735 | 11.86 | 7 4.771 | 15.949 | 1.753 | 348 | |
| 11.691 | 11.783 | 6.457 | 15.945 | 1.724 | 333 | |
| 16.953 | 17.131 | 10.290 | 21.042 | 1.596 | 357 |
| ESG | E | S | G | ROA | ROE | ETR | INCTX | PROVTX | SIZE | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1.000 | ||||||||||
| E | 0.964*** | 1.000 | ||||||||
| S | 0.979*** | 0.947*** | 1.000 | |||||||
| G | 0.951*** | 0.870*** | 0.887*** | 1.000 | ||||||
| -0.127*** | -0.149** | -0.148** | -0.078 | 1.000 | ||||||
| -0.002 | -0.033 | -0.002 | 0.027 | 0.800*** | 1.000 | |||||
| 0.165** | 0.151** | 0.188*** | 0.138* | 0.055 | 0.035 | 1.000 | ||||
| 0.172** | 0.154** | 0.159** | 0.200*** | 0.179** | 0.275*** | 0.222*** | 1.000 | |||
| 0.168** | 0.144** | 0.148** | 0.205*** | 0.126* | 0.207*** | 0.223*** | 1.000*** | 1.000 | ||
| 0.259*** | 0.264*** | 0.231*** | 0.292*** | -0.105* | 0.049 | 0.001 | 0.846*** | 0.838*** | 1.000 |
| Quantile | |||||
|---|---|---|---|---|---|
| 1 | 16.9833 | 10.6697 | 10.6023 | 2.0501 | 7.6192 |
| 2 | 18.2180 | 11.7594 | 11.7432 | 2.3844 | 11.4781 |
| 3 | 19.6513 | 12.3129 | 12.2860 | 2.8088 | 14.4319 |
| 4 | 23.7482 | 12.0489 | 11.9629 | 1.7479 | 9.7313 |
| Panel A | ||||||
| Variables | ETR | ROA | INCTX | ROA | PROVTX | ROA |
| 0.0012 *** | 0.0020 | 0.0027 * | ||||
| (2.6991) | (1.3083) | (1.7023) | ||||
| −0.1595 ** | ||||||
| (−2.3397) | ||||||
| −0.0024 *** | ||||||
| (−3.0675) | ||||||
| −0.0032 *** | ||||||
| (−3.9293) | ||||||
| Controls | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 305 | 305 | 319 | 319 | 305 | 305 |
| R-squared | 0.0601 | −2.7773 | 0.0719 | −0.1177 | 0.0703 | −0.1551 |
| Panel B | ||||||
| (1) | (2) | (3) | (4) | (5) | (6) | |
| Variables | ||||||
| 0.0013 *** | −0.0011 | −0.0012 | ||||
| (2.7581) | (−0.5753) | (−0.6445) | ||||
| −0.4411 * | ||||||
| (−1.8171) | ||||||
| −0.0025 | ||||||
| (−0.6143) | ||||||
| −0.0078 * | ||||||
| (−1.8531) | ||||||
| Controls | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 305 | 305 | 319 | 319 | 305 | 305 |
| R-squared | 0.0691 | −0.0797 | 0.0722 | 0.0161 | 0.0710 | 0.0601 |
| Panel A: Effects from Taxes Explained by E | |||
| (1) | (2) | (3) | |
| Variables | ROA | ROA | ROA |
| −0.1723 ** | |||
| (−2.0827) | |||
| −0.0027 *** | |||
| (−3.2092) | |||
| −0.0029 *** | |||
| (−3.4059) | |||
| Controls | Yes | Yes | Yes |
| Observations | 254 | 252 | 263 |
| R-squared | 0.0146 | 0.0675 | 0.0675 |
| Panel B: Effects from Taxes Explained by S | |||
| (1) | (2) | (3) | |
| Variables | |||
| −0.1423 ** | |||
| (−2.4425) | |||
| −0.0028 *** | |||
| (−3.2807) | |||
| −0.0029 *** | |||
| (−3.4611) | |||
| Controls | Yes | Yes | Yes |
| Observations | 254 | 252 | 263 |
| R-squared | 0.0258 | 0.0694 | 0.0694 |
| Panel C: Effects from Taxes Explained by G | |||
| (1) | (2) | (3) | |
| Variables | |||
| −0.2134 | |||
| (−1.4122) | |||
| −0.0029 *** | |||
| (−3.3854) | |||
| −0.0031 *** | |||
| (−3.6197) | |||
| Controls | Yes | Yes | Yes |
| Observations | 254 | 252 | 263 |
| R-squared | 0.0095 | 0.0640 | 0.0641 |
| Variable | Definition |
|---|---|
| E | Company’s environmental score. The environmental score is a discrete number and ranges 0-100. |
| Company’s environmental, social, and governance (ESG) score. The ESG score is a discrete number and ranges 0-100. | |
| Ratio of income tax expenses to earnings before taxes (including unusual items) | |
| G | Company’s governance score. The governance score is a discrete number and ranges 0-100. |
| Natural logarithm of income taxes. | |
| Natural logarithm of provisions for taxes. | |
| Ratio of net income to total book value assets. | |
| Ratio of net income to total book value equity. | |
| S | Company’s social score. The social score is a discrete number and ranges 0-100. |
| Natural logarithm of total assets. |
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