| Statistic | Value | Significance level |
| Panel rho | −1.757** | 5% |
| Panel PP | −7.328*** | 1% |
| Panel ADF | −7.209*** | 1% |
| Group rho | −0.480 | Not significant |
| Group PP | −8.714*** | 1% |
| Group ADF | −8.027*** | 1% |
| Kao | 1.97** | 5% |