Effects of strategy on performance
| (1) | (2) | (3) | (4) | (5) | (6) | |
|---|---|---|---|---|---|---|
| Variables | roa | roe | tobinsq | markettobook | assetgrowth | salesgrowth |
| differentiation | 0.062*** | 0.101** | 0.003** | 0.005* | 0.057 | 0.072** |
| (3.831) | (2.271) | (2.531) | (1.763) | (1.443) | (2.009) | |
| efficiency | 0.034 | −0.007 | −0.002 | −0.006 | 0.061 | 0.168** |
| (1.376) | (−0.088) | (−1.575) | (−1.321) | (0.939) | (2.556) | |
| efficiency*differentiation | −0.002*** | −0.003 | −0.000 | 0.000 | −0.003 | −0.003* |
| (−3.159) | (−1.585) | (−0.045) | (0.014) | (−1.592) | (−1.713) | |
| log_assets | 0.409*** | 1.750*** | 0.005 | −0.000 | −0.062 | 0.017 |
| (3.819) | (5.434) | (0.679) | (−0.025) | (−0.260) | (0.074) | |
| forsales | −0.526 | −2.325 | −0.054 | 0.079 | −2.769 | −2.475 |
| (−0.689) | (−1.075) | (−1.106) | (0.599) | (−1.635) | (−1.320) | |
| diversified | 0.051 | −0.138 | −0.027 | −0.037 | −0.209 | −0.806 |
| (0.159) | (−0.134) | (−1.450) | (−0.658) | (−0.273) | (−0.966) | |
| leverage | 1.873 | 1.285 | −0.033 | −0.016 | −6.252** | −2.329 |
| (1.091) | (0.221) | (−0.273) | (−0.051) | (−2.113) | (−0.733) | |
| marketgrowth | −0.796 | −4.756 | −0.015 | −0.367 | −9.230 | 20.313*** |
| (−0.270) | (−0.587) | (−0.102) | (−0.801) | (−1.145) | (2.724) | |
| concentration | 8.285*** | 15.453 | 0.658*** | 1.667*** | 5.157 | −3.787 |
| (2.684) | (1.496) | (3.488) | (2.895) | (0.675) | (−0.552) | |
| lag_performance | 0.538*** | 0.487*** | 0.810*** | 0.790*** | 0.075*** | 0.115*** |
| (14.650) | (10.012) | (26.192) | (22.139) | (4.146) | (3.819) | |
| Constant | −9.144*** | −32.455*** | −0.366*** | −0.652** | −1.473 | −1.011 |
| (−5.279) | (−5.564) | (−3.185) | (−2.206) | (−0.365) | (−0.250) | |
| Year-fixed effects | Yes | Yes | Yes | Yes | Yes | Yes |
| Industry-fixed effects | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 4,133 | 4,133 | 4,133 | 4,133 | 4,133 | 4,133 |
| Adj. R-squared | 0.282 | 0.219 | 0.700 | 0.585 | 0.0544 | 0.0801 |
| (1) | (2) | (3) | (4) | (5) | (6) | |
|---|---|---|---|---|---|---|
| Variables | roa | roe | tobinsq | markettobook | assetgrowth | salesgrowth |
| differentiation | 0.062*** | 0.101** | 0.003** | 0.005* | 0.057 | 0.072** |
| (3.831) | (2.271) | (2.531) | (1.763) | (1.443) | (2.009) | |
| efficiency | 0.034 | −0.007 | −0.002 | −0.006 | 0.061 | 0.168** |
| (1.376) | (−0.088) | (−1.575) | (−1.321) | (0.939) | (2.556) | |
| efficiency*differentiation | −0.002*** | −0.003 | −0.000 | 0.000 | −0.003 | −0.003* |
| (−3.159) | (−1.585) | (−0.045) | (0.014) | (−1.592) | (−1.713) | |
| log_assets | 0.409*** | 1.750*** | 0.005 | −0.000 | −0.062 | 0.017 |
| (3.819) | (5.434) | (0.679) | (−0.025) | (−0.260) | (0.074) | |
| forsales | −0.526 | −2.325 | −0.054 | 0.079 | −2.769 | −2.475 |
| (−0.689) | (−1.075) | (−1.106) | (0.599) | (−1.635) | (−1.320) | |
| diversified | 0.051 | −0.138 | −0.027 | −0.037 | −0.209 | −0.806 |
| (0.159) | (−0.134) | (−1.450) | (−0.658) | (−0.273) | (−0.966) | |
| leverage | 1.873 | 1.285 | −0.033 | −0.016 | −6.252** | −2.329 |
| (1.091) | (0.221) | (−0.273) | (−0.051) | (−2.113) | (−0.733) | |
| marketgrowth | −0.796 | −4.756 | −0.015 | −0.367 | −9.230 | 20.313*** |
| (−0.270) | (−0.587) | (−0.102) | (−0.801) | (−1.145) | (2.724) | |
| concentration | 8.285*** | 15.453 | 0.658*** | 1.667*** | 5.157 | −3.787 |
| (2.684) | (1.496) | (3.488) | (2.895) | (0.675) | (−0.552) | |
| lag_performance | 0.538*** | 0.487*** | 0.810*** | 0.790*** | 0.075*** | 0.115*** |
| (14.650) | (10.012) | (26.192) | (22.139) | (4.146) | (3.819) | |
| Constant | −9.144*** | −32.455*** | −0.366*** | −0.652** | −1.473 | −1.011 |
| (−5.279) | (−5.564) | (−3.185) | (−2.206) | (−0.365) | (−0.250) | |
| Year-fixed effects | Yes | Yes | Yes | Yes | Yes | Yes |
| Industry-fixed effects | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 4,133 | 4,133 | 4,133 | 4,133 | 4,133 | 4,133 |
| Adj. | 0.282 | 0.219 | 0.700 | 0.585 | 0.0544 | 0.0801 |
Note(s): Table 5 presents ordinary least squares regressions of performance on competitive strategy. T-statistics are reported under each coefficient in parentheses. *, ** and *** denote significance level of 0.1, 0.05 and 0.01, respectively
Source(s): Authors' own creation
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