Instrumental variable analysis
| Variable(s) | First stage | Second stage |
|---|---|---|
| DEP = Framework | DEP = CSR policy | |
| Coefficient (t-value) | Coefficient (t-value) | |
| Framework | 0.1799*** (4.40) | |
| Foreign_sales | 0.0005*** (2.89) | 0.0003*** (2.72) |
| Leverage | 0.0627 (1.53) | 0.0632*** (3.11) |
| Profit | −0.4163*** (−3.97) | 0.0403 (0.74) |
| Size | 0.0348*** (7.09) | 0.0096*** (3.29) |
| MTB | −0.0033 (−1.51) | −0.0008 (−0.73) |
| Analysts | 0.0521** (5.10) | 0.0429*** (8.01) |
| Acnonex | −0.0002 (−0.48) | 0.0000 (0.05) |
| Shright | 0.0389* (1.79) | 0.0062 (0.58) |
| Csrcommittee | 0.1528*** (11.93) | 0.0495*** (5.34) |
| Awards | 0.0877*** (8.52) | 0.0313*** (4.95) |
| Diversity | 0.0008*** (2.71) | −0.008*** (−4.81) |
| Institution | 0.3439** (2.16) | −0.0422 (−0.56) |
| GDP | −0.1505*** (−3.49) | −0.0067 (−0.31) |
| Civil | 0.3088*** (17.71) | 0.0104 (0.65) |
| Indcoun_framework | 0.6633*** (11.09) | |
| Yearcoun_framework | 0.7528*** (4.95) | |
| Constant | −0.1680 (−0.32) | 0.4938* (1.94) |
| Year_FE | Yes | Yes |
| Industry_FE | Yes | Yes |
| Country_FE | Yes | Yes |
| N | 2,443 | 2,443 |
| F | 66.41 | 53.34 |
| Uncentered R2 | 0.9040 | 0.9787 |
| Underindentification | 139.956 | |
| Weak identification test | 72.863 | |
| Sargan statistic | 0.536(0.4643) |
| Variable(s) | First stage | Second stage |
|---|---|---|
| DEP = Framework | DEP = CSR policy | |
| Coefficient | Coefficient | |
| Framework | 0.1799 | |
| Foreign_sales | 0.0005 | 0.0003 |
| Leverage | 0.0627 (1.53) | 0.0632 |
| Profit | −0.4163 | 0.0403 (0.74) |
| Size | 0.0348 | 0.0096 |
| MTB | −0.0033 (−1.51) | −0.0008 (−0.73) |
| Analysts | 0.0521 | 0.0429 |
| Acnonex | −0.0002 (−0.48) | 0.0000 (0.05) |
| Shright | 0.0389 | 0.0062 (0.58) |
| Csrcommittee | 0.1528 | 0.0495 |
| Awards | 0.0877 | 0.0313 |
| Diversity | 0.0008 | −0.008 |
| Institution | 0.3439 | −0.0422 (−0.56) |
| GDP | −0.1505 | −0.0067 (−0.31) |
| Civil | 0.3088 | 0.0104 (0.65) |
| Indcoun_framework | 0.6633 | |
| Yearcoun_framework | 0.7528 | |
| Constant | −0.1680 (−0.32) | 0.4938 |
| Year_FE | Yes | Yes |
| Industry_FE | Yes | Yes |
| Country_FE | Yes | Yes |
| N | 2,443 | 2,443 |
| F | 66.41 | 53.34 |
| Uncentered | 0.9040 | 0.9787 |
| Underindentification | 139.956 | |
| Weak identification test | 72.863 | |
| Sargan statistic | 0.536(0.4643) |
Note(s): Table 9 reports the results on the first stage of instrumental variable using FRAMEWORK as a dependent variable. The second stage results on the effect of harmonisation and multiple global CSR pronouncements, controlling for predicted FRAMEWORK score obtained in first stage. All variable definitions appear in Appendix. ***, ** and * represent statistical significance at the 1, 5 and 10% levels, respectively (two-tailed tests)
Source(s): Table by author(s)
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