| Variable | Empirics | Data Source | Expected Signs |
| RGDPPC | Al-Yousif [23] , Nguyen et al. [24] | WDI |
|
| DD | Xu [17] , and Abu-Bader and Abu-Qarn [18] | WDI | Positive |
| DCPS | King and Levine [25] , Madichie et al. [26] | WDI | Positive |
| INV | Mankiw et al. [27] | WDI | Positive |
| PG | Mankiw et al. [27] | WDI | Negative |
| TO | Harrison [28] , Onafowora and Owoye [29] , Yanikkaya [30] , Yucel [31] , Narayan and Narayan [32] | WDI | Positive |
| GS | Mankiw and Scarth [33] | WDI | Positive |