Pairwise correlation matrix
| Variable | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | (18) | (19) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Financial development (1) | 1 | ||||||||||||||||||
| Institutional quality index (2) | 0.61 | 1 | |||||||||||||||||
| Corruption control (3) | 0.52 | 0.81 | 1 | ||||||||||||||||
| Gov't effectiveness (4) | 0.68 | 0.86 | 0.86 | 1 | |||||||||||||||
| Political stability (5) | 0.27 | 0.64 | 0.72 | 0.66 | 1 | ||||||||||||||
| Regulatory quality (6) | 0.66 | 0.84 | 0.82 | 0.92 | 0.64 | 1 | |||||||||||||
| Rule of law (7) | 0.58 | 0.84 | 0.90 | 0.91 | 0.78 | 0.88 | 1 | ||||||||||||
| Voice and accountability (8) | 0.61 | 0.79 | 0.71 | 0.75 | 0.63 | 0.73 | 0.81 | 1 | |||||||||||
| Bank Z-score (9) | 0.37 | 0.15 | 0.05 | 0.22 | −0.13 | 0.18 | 0.14 | 0.20 | 1 | ||||||||||
| Bank liquid reserve (10) | −0.22 | 0.02 | 0.04 | −0.07 | 0.10 | −0.11 | −0.02 | −0.13 | −0.15 | 1 | |||||||||
| GDP growth (11) | −0.12 | 0.00 | −0.02 | 0.01 | −0.05 | −0.03 | −0.04 | −0.01 | −0.10 | 0.03 | 1 | ||||||||
| Inflation (12) | 0.00 | 0.04 | −0.02 | 0.01 | −0.13 | −0.04 | −0.01 | 0.02 | −0.08 | 0.19 | 0.02 | 1 | |||||||
| Financial liberalization (13) | 0.78 | 0.61 | 0.61 | 0.70 | 0.46 | 0.69 | 0.70 | 0.66 | 0.33 | −0.21 | −0.15 | −0.08 | 1 | ||||||
| Financial freedom (14) | 0.38 | 0.49 | 0.48 | 0.62 | 0.36 | 0.62 | 0.52 | 0.45 | 0.23 | 0.06 | −0.01 | −0.09 | 0.41 | 1 | |||||
| Trade liberalization (15) | 0.24 | 0.22 | 0.38 | 0.23 | 0.40 | 0.25 | 0.37 | 0.35 | −0.06 | 0.03 | −0.04 | −0.09 | 0.45 | 0.17 | 1 | ||||
| Foreign direct investment (16) | 0.10 | 0.21 | 0.24 | 0.19 | 0.13 | 0.20 | 0.24 | 0.15 | 0.06 | 0.15 | −0.01 | 0.06 | 0.13 | 0.12 | 0.09 | 1 | |||
| Domestic credit (17) | 0.94 | 0.57 | 0.49 | 0.64 | 0.29 | 0.64 | 0.55 | 0.57 | 0.33 | −0.33 | −0.13 | −0.09 | 0.82 | 0.35 | 0.21 | 0.09 | 1 | ||
| Macroeconomic uncertainty (18) | −0.12 | −0.18 | −0.13 | −0.21 | −0.10 | −0.21 | −0.18 | −0.13 | −0.10 | 0.10 | 0.17 | 0.03 | −0.15 | −0.17 | 0.11 | −0.10 | −0.13 | 1 | |
| Inflation uncertainty (19) | −0.14 | −0.07 | −0.09 | −0.16 | 0.00 | −0.14 | −0.09 | −0.01 | −0.18 | 0.00 | −0.06 | 0.22 | −0.08 | −0.27 | −0.02 | −0.14 | −0.10 | 0.16 | 1 |
| Variable | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) | (17) | (18) | (19) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Financial development (1) | 1 | ||||||||||||||||||
| Institutional quality index (2) | 0.61 | 1 | |||||||||||||||||
| Corruption control (3) | 0.52 | 0.81 | 1 | ||||||||||||||||
| Gov' | 0.68 | 0.86 | 0.86 | 1 | |||||||||||||||
| Political stability (5) | 0.27 | 0.64 | 0.72 | 0.66 | 1 | ||||||||||||||
| Regulatory quality (6) | 0.66 | 0.84 | 0.82 | 0.92 | 0.64 | 1 | |||||||||||||
| Rule of law (7) | 0.58 | 0.84 | 0.90 | 0.91 | 0.78 | 0.88 | 1 | ||||||||||||
| Voice and accountability (8) | 0.61 | 0.79 | 0.71 | 0.75 | 0.63 | 0.73 | 0.81 | 1 | |||||||||||
| Bank | 0.37 | 0.15 | 0.05 | 0.22 | −0.13 | 0.18 | 0.14 | 0.20 | 1 | ||||||||||
| Bank liquid reserve (10) | −0.22 | 0.02 | 0.04 | −0.07 | 0.10 | −0.11 | −0.02 | −0.13 | −0.15 | 1 | |||||||||
| GDP growth (11) | −0.12 | 0.00 | −0.02 | 0.01 | −0.05 | −0.03 | −0.04 | −0.01 | −0.10 | 0.03 | 1 | ||||||||
| Inflation (12) | 0.00 | 0.04 | −0.02 | 0.01 | −0.13 | −0.04 | −0.01 | 0.02 | −0.08 | 0.19 | 0.02 | 1 | |||||||
| Financial liberalization (13) | 0.78 | 0.61 | 0.61 | 0.70 | 0.46 | 0.69 | 0.70 | 0.66 | 0.33 | −0.21 | −0.15 | −0.08 | 1 | ||||||
| Financial freedom (14) | 0.38 | 0.49 | 0.48 | 0.62 | 0.36 | 0.62 | 0.52 | 0.45 | 0.23 | 0.06 | −0.01 | −0.09 | 0.41 | 1 | |||||
| Trade liberalization (15) | 0.24 | 0.22 | 0.38 | 0.23 | 0.40 | 0.25 | 0.37 | 0.35 | −0.06 | 0.03 | −0.04 | −0.09 | 0.45 | 0.17 | 1 | ||||
| Foreign direct investment (16) | 0.10 | 0.21 | 0.24 | 0.19 | 0.13 | 0.20 | 0.24 | 0.15 | 0.06 | 0.15 | −0.01 | 0.06 | 0.13 | 0.12 | 0.09 | 1 | |||
| Domestic credit (17) | 0.94 | 0.57 | 0.49 | 0.64 | 0.29 | 0.64 | 0.55 | 0.57 | 0.33 | −0.33 | −0.13 | −0.09 | 0.82 | 0.35 | 0.21 | 0.09 | 1 | ||
| Macroeconomic uncertainty (18) | −0.12 | −0.18 | −0.13 | −0.21 | −0.10 | −0.21 | −0.18 | −0.13 | −0.10 | 0.10 | 0.17 | 0.03 | −0.15 | −0.17 | 0.11 | −0.10 | −0.13 | 1 | |
| Inflation uncertainty (19) | −0.14 | −0.07 | −0.09 | −0.16 | 0.00 | −0.14 | −0.09 | −0.01 | −0.18 | 0.00 | −0.06 | 0.22 | −0.08 | −0.27 | −0.02 | −0.14 | −0.10 | 0.16 | 1 |
Source(s): Authors’ computation
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