| Literature DB >> 35693524 |
Shuang Meng1, Huiwen Su2, Jiajie Yu3.
Abstract
This study addresses a gap in the literature on corporate governance and corporate social responsibility (CSR) by investigating whether and how board independence and institutional ownership moderate the relationship between digital transformation and corporate social performance (CSP). We find that digital transformation increases CSP using a panel dataset of Chinese publicly listed firms between 2014 and 2018. Moreover, we show that this positive impact is more pronounced when firms have higher proportions of independent directors on the board and institutional owners. These findings contribute to a better understanding of CSR dynamics, supporting the formulation and implementation of efficient CSR strategies in the digital era.Entities:
Keywords: board independence; corporate governance; corporate social responsibility; digital transformation; institutional ownership
Year: 2022 PMID: 35693524 PMCID: PMC9178192 DOI: 10.3389/fpsyg.2022.915583
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Figure 1Conceptual framework.
Variable definitions.
| Variable | Definitions |
|---|---|
| CSP | The natural logarithm of the total score of corporate social performance |
| DT | The digital transformation index (please refer to the description above) |
| Board independence | The percentage of independent members on the board who belong to public organizations or professional institutions or are academics or investors with no direct ties with the firm |
| Institutional ownership | The ratio of institutional holdings of a firm to the total shares outstanding at the end of the year |
| Firm size | The natural logarithm of total assets |
| Firm age | The natural logarithm of firm age |
| ROA | Return on total assets |
| SOE | A dummy variable equal to 1 if the firm is an SOE, and 0 otherwise |
| Leverage | The ratio of total debt to total assets |
| Board size | The number of directors on the board |
| CEO duality | A dummy variable equal to 1 if the CEO is also the board chair, and 0 otherwise |
| Shareholder concentration | The Herfindahl index of the share owned by the top five shareholders |
Descriptive statistics.
| Variable | Observations | Mean | Std. Dev. | VIF |
|---|---|---|---|---|
| CSP | 10,048 | 2.970 | 0.758 | |
| DT | 10,048 | 0.275 | 0.371 | 1.07 |
| Board independence | 10,048 | 0.385 | 0.075 | 1.06 |
| Institutional ownership | 10,048 | 0.443 | 0.247 | 1.94 |
| Firm size | 10,048 | 22.283 | 1.301 | 1.81 |
| Firm age | 10,048 | 2.840 | 0.340 | 1.15 |
| ROA | 10,048 | 0.036 | 0.016 | 1.07 |
| SOE | 10,048 | 0.361 | 0.480 | 1.46 |
| Leverage | 10,048 | 0.425 | 0.201 | 1.55 |
| Board size | 10,048 | 10.265 | 2.628 | 1.14 |
| CEO duality | 10,048 | 0.263 | 0.440 | 1.13 |
| Shareholder concentration | 10,048 | 0.165 | 0.115 | 1.51 |
Correlation matrix.
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) | CSP | 1 | |||||||||||
| (2) | DT | 0.111 | 1 | ||||||||||
| (3) | Board independence | 0.021 | 0.063 | 1 | |||||||||
| (4) | Institutional ownership | 0.133 | −0.198 | −0.123 | 1 | ||||||||
| (5) | Firm size | 0.178 | −0.141 | −0.089 | 0.477 | 1 | |||||||
| (6) | Firm age | −0.010 | −0.103 | −0.130 | 0.145 | 0.175 | 1 | ||||||
| (7) | ROA | 0.140 | −0.006 | 0.034 | −0.024 | −0.137 | −0.085 | 1 | |||||
| (8) | SOE | 0.014 | −0.168 | −0.147 | 0.435 | 0.392 | 0.273 | −0.078 | 1 | ||||
| (9) | Leverage | −0.127 | −0.155 | −0.068 | 0.263 | 0.554 | 0.193 | −0.233 | 0.309 | 1 | |||
| (10) | Board size | −0.006 | −0.088 | −0.155 | 0.217 | 0.254 | 0.112 | −0.017 | 0.264 | 0.174 | 1 | ||
| (11) | CEO duality | 0.003 | 0.094 | 0.127 | −0.222 | −0.190 | −0.133 | 0.054 | −0.284 | −0.135 | −0.162 | 1 | |
| (12) | Shareholder concentration | 0.135 | −0.142 | 0.026 | 0.538 | 0.256 | −0.075 | −0.022 | 0.212 | 0.076 | 0.032 | −0.039 | 1 |
Baseline regressions: digital transformation and CSP.
| Model | (1) | (2) | (3) |
|---|---|---|---|
| Variables | CSP | ||
| Controls only | H1 | H1 | |
| Firm size | 0.311*** | 0.306*** | 0.295*** |
| (0.062) | (0.063) | (0.069) | |
| Firm age | −0.245 | −0.259 | −0.250 |
| (0.221) | (0.220) | (0.216) | |
| ROA | 7.000*** | 7.057*** | 7.025*** |
| (0.774) | (0.774) | (0.784) | |
| SOE | −0.107 | −0.106 | −0.107 |
| (0.127) | (0.126) | (0.125) | |
| Leverage | −1.663*** | −1.661*** | −1.633*** |
| (0.107) | (0.108) | (0.114) | |
| Board size | −0.012*** | −0.012*** | −0.014*** |
| (0.003) | (0.003) | (0.003) | |
| CEO duality | 0.020 | 0.020 | 0.019 |
| (0.053) | (0.053) | (0.053) | |
| Shareholder concentration | 1.038*** | 1.049*** | 0.911** |
| (0.281) | (0.279) | (0.342) | |
| DT | 0.121** | 0.123** | |
| (0.044) | (0.044) | ||
| Board independence | 0.190** | ||
| (0.087) | |||
| Institutional ownership | 0.206 | ||
| (0.169) | |||
| Constant | −2.819* | −2.707 | −2.638 |
| (1.607) | (1.628) | (1.698) | |
|
| 10,048 | 10,048 | 10,048 |
| adj. | 0.384 | 0.384 | 0.384 |
Robust standard errors in parentheses,
Moderating effect regressions.
| Model | (1) | (2) | (3) |
|---|---|---|---|
| Variables | CSP | ||
| H2 | H3 | Full model | |
| Firm size | 0.292*** | 0.297*** | 0.297*** |
| (0.068) | (0.070) | (0.070) | |
| Firm age | −0.389 | −0.238 | −0.236 |
| (0.227) | (0.214) | (0.215) | |
| ROA | 6.332*** | 6.977*** | 6.946*** |
| (0.781) | (0.781) | (0.781) | |
| SOE | −0.094 | −0.104 | −0.105 |
| (0.121) | (0.124) | (0.123) | |
| Leverage | −1.692*** | −1.633*** | −1.634*** |
| (0.118) | (0.113) | (0.113) | |
| Board size | −0.014*** | −0.014*** | −0.014*** |
| (0.003) | (0.003) | (0.003) | |
| CEO duality | 0.024 | 0.019 | 0.020 |
| (0.054) | (0.053) | (0.053) | |
| Shareholder concentration | 0.934** | 0.940** | 0.940** |
| (0.338) | (0.351) | (0.351) | |
| DT | 0.080 | 0.014 | 0.152 |
| (0.086) | (0.042) | (0.090) | |
| Board independence | 0.059 | 0.190** | 0.078 |
| (0.114) | (0.087) | (0.120) | |
| Institutional ownership | 0.241 | 0.125 | 0.120 |
| (0.177) | (0.182) | (0.183) | |
| DT × board independence | 0.470** | 0.410* | |
| (0.228) | (0.223) | ||
| DT × institutional ownership | 0.306*** | 0.324*** | |
| (0.091) | (0.096) | ||
| Constant | −1.850 | −2.681 | −2.649 |
| (1.658) | (1.692) | (1.695) | |
|
| 10,048 | 10,048 | 10,048 |
| adj. | 0.375 | 0.385 | 0.385 |
Robust standard errors in parentheses,
Figure 2Moderating effect of board independence.
Figure 3Moderating effect of institutional ownership.
Robustness check: Alternative proxy for CSP.
| Model | (1) | (2) | (3) |
|---|---|---|---|
| Variables |
| ||
| Firm size | 0.253*** | 0.244*** | 0.239*** |
| (0.018) | (0.032) | (0.019) | |
| Firm age | −0.003 | 0.182* | −0.024 |
| (0.064) | (0.087) | (0.064) | |
| ROA | 6.347*** | 5.553** | 5.728*** |
| (1.356) | (2.232) | (1.369) | |
| SOE | −0.046 | −0.099 | −0.070 |
| (0.044) | (0.074) | (0.045) | |
| Leverage | −0.371*** | −0.477 | −0.362*** |
| (0.124) | (0.335) | (0.123) | |
| Board size | 0.003 | −0.004 | 0.002 |
| (0.007) | (0.013) | (0.007) | |
| CEO duality | −0.082 | −0.113*** | −0.066 |
| (0.053) | (0.030) | (0.053) | |
| Shareholder concentration | 0.161 | 0.044 | −0.118 |
| (0.172) | (0.360) | (0.217) | |
| DT | 0.123** | 0.078 | 0.056 |
| (0.055) | (0.206) | (0.110) | |
| Board independence | 0.377 | 0.036 | |
| (0.339) | (0.259) | ||
| Institutional ownership | 0.372* | 0.201 | |
| (0.195) | (0.154) | ||
| DT × board independence | 0.330* | ||
| (0.168) | |||
| DT × institutional ownership | 0.479** | ||
| (0.231) | |||
| Constant | −3.681*** | −3.824*** | −3.310*** |
| (0.436) | (0.755) | (0.460) | |
|
| 2,138 | 2,138 | 2,138 |
| adj. | 0.355 | 0.356 | 0.359 |
Robust standard errors in parentheses,
Robustness check: Alternative proxy for digital transformation.
| Model | (1) | (2) | (3) |
|---|---|---|---|
| Variables | CSP | ||
| Firm size | 0.202*** | 0.290** | 0.196*** |
| (0.014) | (0.072) | (0.010) | |
| Firm age | 0.029 | −0.269* | 0.027 |
| (0.035) | (0.097) | (0.030) | |
| ROA | 6.830*** | 6.903** | 6.767*** |
| (0.575) | (1.843) | (0.822) | |
| SOE | −0.048* | −0.106 | −0.058** |
| (0.024) | (0.162) | (0.026) | |
| Leverage | −1.245*** | −1.628*** | −1.249*** |
| (0.068) | (0.229) | (0.067) | |
| Board size | −0.010** | −0.013 | −0.010*** |
| (0.005) | (0.007) | (0.003) | |
| CEO duality | 0.021 | 0.017 | 0.026 |
| (0.023) | (0.056) | (0.021) | |
| Shareholder concentration | 0.512*** | 0.887*** | 0.412*** |
| (0.104) | (0.192) | (0.093) | |
| DTT | 0.081** | 0.006 | 0.033 |
| (0.032) | (0.048) | (0.048) | |
| Board independence | 0.098 | 0.063 | |
| (0.206) | (0.105) | ||
| Institutional ownership | 0.205 | 0.008 | |
| (0.102) | (0.057) | ||
| DTT × board independence | 0.272** | ||
| (0.126) | |||
| DTT × institutional ownership | 0.329*** | ||
| (0.097) | |||
| Constant | −1.340*** | −2.436 | −1.203*** |
| (0.264) | (1.677) | (0.234) | |
|
| 10,048 | 10,048 | 10,048 |
| adj. | 0.298 | 0.383 | 0.388 |
Robust standard errors in parentheses,
Robustness check: Second stage of 2SLS estimations.
| Model | (1) | (2) | (3) |
|---|---|---|---|
| Variables | CSP | ||
| Firm size | 0.148*** | −0.390 | −0.081 |
| (0.052) | (0.522) | (0.069) | |
| Firm age | 0.203*** | 0.209*** | 0.210*** |
| (0.007) | (0.007) | (0.007) | |
| ROA | 0.028 | 0.069*** | 0.076*** |
| (0.023) | (0.023) | (0.023) | |
| SOE | 6.919*** | 4.699*** | 4.679*** |
| (0.718) | (0.486) | (0.484) | |
| Leverage | −0.047** | −0.077*** | −0.075*** |
| (0.019) | (0.018) | (0.018) | |
| Board size | −1.245*** | −1.101*** | −1.102*** |
| (0.046) | (0.044) | (0.044) | |
| CEO duality | −0.010*** | −0.013*** | −0.013*** |
| (0.003) | (0.003) | (0.003) | |
| Shareholder concentration | 0.021 | 0.027 | 0.028 |
| (0.017) | (0.017) | (0.017) | |
| DT | 0.522*** | 0.398*** | 0.426*** |
| (0.068) | (0.075) | (0.075) | |
| Board independence | 0.183 | 0.131 | |
| (0.368) | (0.096) | ||
| Institutional ownership | 0.128*** | 0.018 | |
| (0.040) | (0.060) | ||
| DT × board independence | 2.108* | ||
| (1.182) | |||
| DT × institutional ownership | 0.350** | ||
| (0.141) | |||
|
| 10,048 | 10,048 | 10,048 |
| adj. | 0.195 | 0.225 | 0.227 |
Robust standard errors in parentheses, .