Main empirical results – panel data model
| Variables dependent: corr (ZAR, BRIC) | Model 1 (ordinary least squares) | Model 2 (Driscoll and Kraay, 1998) | ||
|---|---|---|---|---|
| Coeff | Std errors | Coeff | Robust std errors | |
| Trade intensity (trade) | −2.1413 | 0.3164 | −2.1413 | 0.5519 |
| [−6.7700] | (0.0000***) | [−3.8800] | (0.0000***) | |
| BRICSexist | −0.1703 | 0.0379 | −0.1703 | 0.0237 |
| [−4.500] | (0.0000***) | [−7.1900] | (0.0000***) | |
| Trade x BRICSexist | 1.6435 | 0.2612 | 1.6435 | 0.4210 |
| [6.2900] | (0.0000***) | [3.900] | (0.0000***) | |
| Trade x surplus-deficit | 0.5258 | 0.2061 | 0.5258 | 0.2230 |
| [2.5500] | (0.0110**) | [2.3600] | (0.0190**) | |
| BRICS experience | −0.3359 | 0.1219 | −0.3359 | 0.1595 |
| [−2.7600] | (0.0060***) | [−2.1100] | (0.0360**) | |
| BRICS experience (sq) | 0.2519 | 0.0920 | 0.2519 | 0.1091 |
| [2.7400] | (0.0060***) | 2.3100 | (0.0220**) | |
| Leadership changes (freq) | −0.0387 | 0.0150 | −0.0387 | 0.0203 |
| [−2.5900] | (0.0100***) | [−1.9100] | (0.0570*) | |
| Interest rate differential | 0.5466 | 0.1206 | 0.5466 | 0.1092 |
| [4.5300] | (0.0000***) | [5.0000] | (0.0000***) | |
| VIX | 0.2391 | 0.0407 | 0.2391 | 0.1028 |
| [5.8800] | (0.0000***) | [2.3300] | (0.0210**) | |
| Geo-political risk | −0.1519 | 0.0373 | −0.1519 | 0.0655 |
| [0–4.0700] | (0.0000***) | [−2.3200] | (0.0210**) | |
| Intercept | 0.2987 | 0.0900 | 0.2987 | 0.1736 |
| [3.3200] | (0.0010***) | [1.7200] | (0.0860*) | |
| Period effects | yes | yes | yes | yes |
| Overall model, F-statistic | F(35,1156) | 23.0700 | F(35, 298) | 27.6100 |
| (0.0000***) | (0.0000***) | |||
| Common effects, F-statistic | F(3, 1157) | 19.1200 | ||
| (0.0000***) | ||||
| Sigma, (u, e): (0.97, 0.12) | Rho: 0.2656 | |||
| Corr(u_i, xb) | −0.4700 | |||
| Observ.: (Group, Period) | (4, 1196) | (4, 1196) | ||
| Within R_squared | 0.4110 | 0.4100 | ||
| Variables dependent: corr (ZAR, BRIC) | Model 1 (ordinary least squares) | Model 2 ( | ||
|---|---|---|---|---|
| Coeff | Std errors | Coeff | Robust std errors | |
| Trade intensity (trade) | −2.1413 | 0.3164 | −2.1413 | 0.5519 |
| [−6.7700] | (0.0000***) | [−3.8800] | (0.0000***) | |
| BRICSexist | −0.1703 | 0.0379 | −0.1703 | 0.0237 |
| [−4.500] | (0.0000***) | [−7.1900] | (0.0000***) | |
| Trade x BRICSexist | 1.6435 | 0.2612 | 1.6435 | 0.4210 |
| [6.2900] | (0.0000***) | [3.900] | (0.0000***) | |
| Trade x surplus-deficit | 0.5258 | 0.2061 | 0.5258 | 0.2230 |
| [2.5500] | (0.0110**) | [2.3600] | (0.0190**) | |
| BRICS experience | −0.3359 | 0.1219 | −0.3359 | 0.1595 |
| [−2.7600] | (0.0060***) | [−2.1100] | (0.0360**) | |
| BRICS experience (sq) | 0.2519 | 0.0920 | 0.2519 | 0.1091 |
| [2.7400] | (0.0060***) | 2.3100 | (0.0220**) | |
| Leadership changes (freq) | −0.0387 | 0.0150 | −0.0387 | 0.0203 |
| [−2.5900] | (0.0100***) | [−1.9100] | (0.0570*) | |
| Interest rate differential | 0.5466 | 0.1206 | 0.5466 | 0.1092 |
| [4.5300] | (0.0000***) | [5.0000] | (0.0000***) | |
| VIX | 0.2391 | 0.0407 | 0.2391 | 0.1028 |
| [5.8800] | (0.0000***) | [2.3300] | (0.0210**) | |
| Geo-political risk | −0.1519 | 0.0373 | −0.1519 | 0.0655 |
| [0–4.0700] | (0.0000***) | [−2.3200] | (0.0210**) | |
| Intercept | 0.2987 | 0.0900 | 0.2987 | 0.1736 |
| [3.3200] | (0.0010***) | [1.7200] | (0.0860*) | |
| Period effects | yes | yes | yes | yes |
| Overall model, | F(35,1156) | 23.0700 | F(35, 298) | 27.6100 |
| (0.0000***) | (0.0000***) | |||
| Common effects, | F(3, 1157) | 19.1200 | ||
| (0.0000***) | ||||
| Sigma, (u, e): (0.97, 0.12) | Rho: 0.2656 | |||
| Corr(u_i, xb) | −0.4700 | |||
| Observ.: (Group, Period) | (4, 1196) | (4, 1196) | ||
| Within R_squared | 0.4110 | 0.4100 | ||
Note(s): The legend for statistical significance is: *** 1%, **5% and *10%, respectively. Under the column for coefficients, the numbers without brackets are coefficients. The numbers right below the coefficients in square brackets are test statistics. Under the column labelled std errors, the numbers without brackets are standard errors. The numbers below standard errors in round brackets are p values
Source(s): Authors' computations
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