Descriptive statistics
| LPROD | CAPUTI | SCSALES | QCERT | EXAUDIT | AGE | PDOM | PFOR | GOV | GRAFT | AGELG | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Panel A: Descriptive statistics for 2006 | |||||||||||
| Mean | −1.698 | 57.739 | 1.265 | 0.164 | 0.471 | 19.110 | 0.860 | 0.098 | 0.004 | 5.405 | 2.561 |
| Standard deviation | 18.738 | 33.376 | 3.239 | 0.371 | 0.499 | 17.239 | 0.331 | 0.280 | 0.053 | 20.463 | 0.952 |
| Skewness | 0.321 | −0.653 | 7.352 | 1.810 | 0.117 | 2.117 | −2.070 | 2.686 | 16.979 | 3.944 | −0.499 |
| Kurtosis | 5.570 | 2.150 | 93.094 | 4.277 | 1.014 | 9.985 | 5.447 | 8.504 | 304.090 | 17.549 | 3.138 |
| Panel B: Descriptive statistics for 2009 | |||||||||||
| Mean | −0.979 | 59.522 | 1.342 | 0.222 | 0.432 | 17.816 | 0.795 | 0.114 | 0.010 | 8.398 | 2.542 |
| Standard deviation | 26.133 | 37.626 | 4.037 | 0.415 | 0.495 | 15.952 | 0.384 | 0.299 | 0.072 | 25.140 | 0.870 |
| Skewness | 0.316 | −0.613 | 9.496 | 1.340 | 0.273 | 2.553 | −1.455 | 2.415 | 8.717 | 2.974 | −0.491 |
| Kurtosis | 6.017 | 1.834 | 145.365 | 2.795 | 1.074 | 13.466 | 3.250 | 7.077 | 85.415 | 10.483 | 3.664 |
| Panel C: Descriptive statistics for 2013 | |||||||||||
| Mean | −3.621 | 62.367 | 1.520 | 0.261 | 0.513 | 18.096 | 0.899 | 0.074 | 0.006 | 6.873 | 2.582 |
| Standard deviation | 23.001 | 33.254 | 4.215 | 0.439 | 0.500 | 14.077 | 0.281 | 0.242 | 0.060 | 24.272 | 0.880 |
| Skewness | 0.380 | −0.788 | 7.244 | 1.088 | −0.051 | 1.839 | −2.620 | 3.233 | 11.986 | 3.402 | −0.844 |
| Kurtosis | 7.900 | 2.360 | 92.384 | 2.184 | 1.003 | 8.749 | 8.219 | 11.977 | 162.471 | 12.894 | 3.965 |
| Panel D: Descriptive statistics for 2016 | |||||||||||
| Mean | 0.093 | 71.332 | 1.415 | 0.231 | 0.583 | 22.337 | 0.871 | 0.091 | 0.005 | 6.023 | 2.824 |
| Standard deviation | 22.883 | 28.368 | 3.687 | 0.422 | 0.493 | 16.708 | 0.310 | 0.263 | 0.054 | 22.810 | 0.832 |
| Skewness | 0.418 | −1.033 | 4.757 | 1.275 | −0.337 | 1.845 | −2.201 | 2.839 | 12.039 | 3.695 | −0.949 |
| Kurtosis | 7.025 | 3.324 | 33.345 | 2.626 | 1.113 | 8.028 | 6.169 | 9.543 | 163.273 | 15.020 | 4.763 |
| Panel E: Descriptive statistics for 2019 | |||||||||||
| Mean | −1.454 | 65.502 | 1.671 | 0.270 | 0.343 | 17.970 | 0.894 | 0.067 | 0.005 | 4.048 | 2.585 |
| Standard deviation | 20.963 | 32.366 | 4.375 | 0.444 | 0.475 | 14.384 | 0.284 | 0.228 | 0.054 | 18.810 | 0.850 |
| Skewness | 0.510 | −0.904 | 4.920 | 1.036 | 0.662 | 2.298 | −2.541 | 3.441 | 11.906 | 4.646 | −0.724 |
| Kurtosis | 9.498 | 2.645 | 35.608 | 2.073 | 1.438 | 11.948 | 7.841 | 13.484 | 159.329 | 23.171 | 3.763 |
| LPROD | CAPUTI | SCSALES | QCERT | EXAUDIT | AGE | PDOM | PFOR | GOV | GRAFT | AGELG | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Mean | −1.698 | 57.739 | 1.265 | 0.164 | 0.471 | 19.110 | 0.860 | 0.098 | 0.004 | 5.405 | 2.561 |
| Standard deviation | 18.738 | 33.376 | 3.239 | 0.371 | 0.499 | 17.239 | 0.331 | 0.280 | 0.053 | 20.463 | 0.952 |
| Skewness | 0.321 | −0.653 | 7.352 | 1.810 | 0.117 | 2.117 | −2.070 | 2.686 | 16.979 | 3.944 | −0.499 |
| Kurtosis | 5.570 | 2.150 | 93.094 | 4.277 | 1.014 | 9.985 | 5.447 | 8.504 | 304.090 | 17.549 | 3.138 |
| Mean | −0.979 | 59.522 | 1.342 | 0.222 | 0.432 | 17.816 | 0.795 | 0.114 | 0.010 | 8.398 | 2.542 |
| Standard deviation | 26.133 | 37.626 | 4.037 | 0.415 | 0.495 | 15.952 | 0.384 | 0.299 | 0.072 | 25.140 | 0.870 |
| Skewness | 0.316 | −0.613 | 9.496 | 1.340 | 0.273 | 2.553 | −1.455 | 2.415 | 8.717 | 2.974 | −0.491 |
| Kurtosis | 6.017 | 1.834 | 145.365 | 2.795 | 1.074 | 13.466 | 3.250 | 7.077 | 85.415 | 10.483 | 3.664 |
| Mean | −3.621 | 62.367 | 1.520 | 0.261 | 0.513 | 18.096 | 0.899 | 0.074 | 0.006 | 6.873 | 2.582 |
| Standard deviation | 23.001 | 33.254 | 4.215 | 0.439 | 0.500 | 14.077 | 0.281 | 0.242 | 0.060 | 24.272 | 0.880 |
| Skewness | 0.380 | −0.788 | 7.244 | 1.088 | −0.051 | 1.839 | −2.620 | 3.233 | 11.986 | 3.402 | −0.844 |
| Kurtosis | 7.900 | 2.360 | 92.384 | 2.184 | 1.003 | 8.749 | 8.219 | 11.977 | 162.471 | 12.894 | 3.965 |
| Mean | 0.093 | 71.332 | 1.415 | 0.231 | 0.583 | 22.337 | 0.871 | 0.091 | 0.005 | 6.023 | 2.824 |
| Standard deviation | 22.883 | 28.368 | 3.687 | 0.422 | 0.493 | 16.708 | 0.310 | 0.263 | 0.054 | 22.810 | 0.832 |
| Skewness | 0.418 | −1.033 | 4.757 | 1.275 | −0.337 | 1.845 | −2.201 | 2.839 | 12.039 | 3.695 | −0.949 |
| Kurtosis | 7.025 | 3.324 | 33.345 | 2.626 | 1.113 | 8.028 | 6.169 | 9.543 | 163.273 | 15.020 | 4.763 |
| Mean | −1.454 | 65.502 | 1.671 | 0.270 | 0.343 | 17.970 | 0.894 | 0.067 | 0.005 | 4.048 | 2.585 |
| Standard deviation | 20.963 | 32.366 | 4.375 | 0.444 | 0.475 | 14.384 | 0.284 | 0.228 | 0.054 | 18.810 | 0.850 |
| Skewness | 0.510 | −0.904 | 4.920 | 1.036 | 0.662 | 2.298 | −2.541 | 3.441 | 11.906 | 4.646 | −0.724 |
| Kurtosis | 9.498 | 2.645 | 35.608 | 2.073 | 1.438 | 11.948 | 7.841 | 13.484 | 159.329 | 23.171 | 3.763 |
Note(s): This Table presents the correlation matrix of the variables employed in the study. LPROD, CAPUTI, SCSALES, AGE, and GRAFT are, respectively, annual labour productivity growth, percentage capital utilisation, security cost as a percentage of annual sales, firm age in years, and graft index. QCERT and EXAUDIT are, respectively, the percentage of firms with internationally recognised quality certification and the percentage of firms with annual financial statements reviewed by an external auditor. Also, PDOM, PFOR, and GOV are the proportion of private domestic ownership, private foreign ownership, and state ownership in a firm, respectively