OLS and 2SLS regressions for business and investment climate in Iraq
| Panel A: OLS | DV: Logarithm of value added | DV: Labour productivity | DV: Logarithm of TFP | Panel B: IV | DV: Logarithm of value added | DV: Labour productivity | DV: Logarithm of TFP |
|---|---|---|---|---|---|---|---|
| Business climate | −0.1558*** (0.0505) | −0.1097* (0.0562) | −0.0926** (0.0452) | Business climate | −0.2232** (0.1045) | −0.1609* (0.0914) | −0.1497* (0.0834) |
| Logarithm of firm size | 0.5207*** (0.1058) | −0.5703*** (0.0823) | −0.1609** (0.0795) | Logarithm of firm size | 0.4853*** (0.0888) | −0.5279*** (0.0765) | −0.2008** (0.0777) |
| Young firms | 0.1765 (0.1524) | 0.0640 (0.1222) | 0.0187 (0.1189) | Young firms | 0.1979 (0.1718) | 0.0935 (0.1186) | 0.0256 (0.1017) |
| Is one of the owners female? (Yes) | 0.3684* (0.1960) | 0.3154* (0.1668) | 0.1585 (0.1107) | Is one of the owners female? (Yes) | 0.4097* (0.2154) | 0.2995* (0.1574) | 0.1455 (0.1280) |
| Manager's years of experience | 0.0207*** (0.0075) | 0.0156** (0.0072) | −0.0053 (0.0070) | Manager's years of experience | 0.0197** (0.0080) | 0.0222*** (0.0068) | 0.0031 (0.0069) |
| International quality assurance qualification (Yes) | 0.0169 (0.3548) | 0.3056 (0.2561) | 0.1921 (0.2603) | International quality assurance qualification (Yes) | 0.0204 (0.3515) | 0.3467 (0.2477) | 0.2186 (0.2751) |
| Is the firm part of another establishment? (Yes) | −0.1402 (0.2173) | −0.4912** (0.2459) | −0.2021 (0.2346) | Is the firm part of another establishment? (Yes) | 0.1749 (0.2521) | −0.3938* (0.2249) | −0.1899 (0.2263) |
| Firm status (public owned) | 0.0162 (0.0111) | 0.0039 (0.0071) | 0.0022 (0.0087) | Firm status (public owned) | 0.0151 (0.0112) | 0.0032 (0.0080) | 0.0028 (0.0080) |
| No. observations | 692 | 439 | 404 | No. observations | 658 | 421 | 386 |
| R-square | 0.8048 | 0.5799 | 0.3105 | Centered R-Square | 0.3684 | 0.4824 | 0.1496 |
| Weak identification test | 15.338 [0.000] | 15.211 [0.000] | 16.033 [0.000] | ||||
| Hansen J statistic | 7.990 [0.3353] | 7.176 [0.3960] | 7.791 [0.3736] |
| Panel A: OLS | DV: Logarithm of value added | DV: Labour productivity | DV: Logarithm of TFP | Panel B: IV | DV: Logarithm of value added | DV: Labour productivity | DV: Logarithm of TFP |
|---|---|---|---|---|---|---|---|
| Business climate | −0.1558*** (0.0505) | −0.1097* (0.0562) | −0.0926** (0.0452) | Business climate | −0.2232** (0.1045) | −0.1609* (0.0914) | −0.1497* (0.0834) |
| Logarithm of firm size | 0.5207*** (0.1058) | −0.5703*** (0.0823) | −0.1609** (0.0795) | Logarithm of firm size | 0.4853*** (0.0888) | −0.5279*** (0.0765) | −0.2008** (0.0777) |
| Young firms | 0.1765 (0.1524) | 0.0640 (0.1222) | 0.0187 (0.1189) | Young firms | 0.1979 (0.1718) | 0.0935 (0.1186) | 0.0256 (0.1017) |
| Is one of the owners female? (Yes) | 0.3684* (0.1960) | 0.3154* (0.1668) | 0.1585 (0.1107) | Is one of the owners female? (Yes) | 0.4097* (0.2154) | 0.2995* (0.1574) | 0.1455 (0.1280) |
| Manager's years of experience | 0.0207*** (0.0075) | 0.0156** (0.0072) | −0.0053 (0.0070) | Manager's years of experience | 0.0197** (0.0080) | 0.0222*** (0.0068) | 0.0031 (0.0069) |
| International quality assurance qualification (Yes) | 0.0169 (0.3548) | 0.3056 (0.2561) | 0.1921 (0.2603) | International quality assurance qualification (Yes) | 0.0204 (0.3515) | 0.3467 (0.2477) | 0.2186 (0.2751) |
| Is the firm part of another establishment? (Yes) | −0.1402 (0.2173) | −0.4912** (0.2459) | −0.2021 (0.2346) | Is the firm part of another establishment? (Yes) | 0.1749 (0.2521) | −0.3938* (0.2249) | −0.1899 (0.2263) |
| Firm status (public owned) | 0.0162 (0.0111) | 0.0039 (0.0071) | 0.0022 (0.0087) | Firm status (public owned) | 0.0151 (0.0112) | 0.0032 (0.0080) | 0.0028 (0.0080) |
| No. observations | 692 | 439 | 404 | No. observations | 658 | 421 | 386 |
| 0.8048 | 0.5799 | 0.3105 | Centered | 0.3684 | 0.4824 | 0.1496 | |
| Weak identification test | 15.338 [0.000] | 15.211 [0.000] | 16.033 [0.000] | ||||
| Hansen J statistic | 7.990 [0.3353] | 7.176 [0.3960] | 7.791 [0.3736] |
Note(s): Standard errors within brackets, p-values within the square brackets, ***, ** and * indicate significance respectively at the 1, 5 and 10% level. The period of analysis is 2011
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