Second-stage regression results
| Dependent variable | DEA | SFA | ||||||
|---|---|---|---|---|---|---|---|---|
| All | Years | Groups | Both | All | Years | Groups | Both | |
| Estimation | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) |
| 2005–2007 | ||||||||
| LnTA | 0.0278 | 0.0301 | −0.0008 | 0.1487*** | 0.0120* | −0.0273** | 0.0225** | −0.0190* |
| LTD | 0.3348*** | 0.0442 | 0.2441*** | 0.2816*** | 0.0050 | 0.0315 | 0.0129 | 0.0022 |
| CTI | 0.0127 | 0.0643 | −0.0055 | 0.0775 | 0.0060 | 0.0321* | 0.0129 | 0.0199 |
| LP | 0.0005 | 0.0952 | 0.0203 | 0.1011 | −0.0129 | −0.0111 | −0.0210 | 0.0209 |
| NLR | −0.0039 | 0.0023 | −0.0036 | −0.0142 | 0.0009 | 0.0031 | 0.0026 | −0.0017 |
| State | 0.1122** | 0.0132 | 0.3887*** | 0.0146 | −0.0406 | 0.0627* | 0.1395* | 0.0741** |
| Lerner | 0.5614*** | 0.2170 | 0.6286** | 0.9322 | −0.0514 | −0.0363 | 0.0144 | −0.0086 |
| BSD | −0.7324** | −4.3056*** | −0.6232 | −2.5801*** | 0.5533*** | 0.1789 | 0.6289*** | −0.3857* |
| INF | 1.7038** | 13.189*** | 2.1042* | 1.6688 | −0.4840*** | 2.1152 | −0.5733** | 0.3718 |
| GDP | Omitted | Omitted | Omitted | Omitted | Omitted | Omitted | Omitted | Omitted |
| 2008–2011 | ||||||||
| LnTA | 0.0848*** | −0.0096 | 0.0463*** | 0.0571* | −0.0087 | 0.0003 | −0.0118 | −0.0012 |
| LTD | 0.2929*** | 0.1347* | 0.2604*** | 0.3792*** | 0.0049 | 0.0446* | 0.0095 | 0.0537** |
| CTI | 0.0002 | 0.0237** | 0.0027 | 0.0034 | −0.0019* | 0.0018 | −0.0020 | −0.0021 |
| LP | 0.0288* | 0.1793*** | 0.0868*** | 0.0932** | 0.0064 | −0.0055 | 0.0081 | 0.0035 |
| NLR | −0.0073 | −0.0090 | −0.0078 | −0.0309** | −0.0027* | −0.0017 | −0.0040* | −0.0032 |
| State | 0.0081 | 0.2474*** | 0.2126*** | 0.2355** | 0.0284 | 0.0213 | 0.1175*** | 0.0430* |
| Lerner | −0.2077 | 0.1395 | 0.1437 | 0.4751 | 0.0148 | 0.0652 | 0.0353 | 0.0385 |
| BSD | 0.3769** | −1.1436*** | 0.0706 | −1.2230*** | 0.2915*** | 0.4207*** | 0.3601*** | 0.0825 |
| INF | 0.2649 | −2.5451*** | 0.1926 | −0.2370 | 0.1167** | 0.2453 | 0.1498* | 0.4721*** |
| GDP | −2.1399 | 8.1886* | −1.3029 | −2.0597 | −1.2713*** | 0.3068 | −1.5504*** | −2.9656** |
| 2012–2017 | ||||||||
| LnTA | 0.1207*** | −0.0505 | 0.0546*** | 0.0384* | −0.0005 | 0.0006 | −0.0032 | 0.0059 |
| LTD | 0.4575*** | 0.0067 | 0.4660*** | 0.4376*** | −0.0143*** | 0.0589* | −0.0110* | 0.0382* |
| CTI | −0.0038*** | −0.0034 | −0.0030* | −0.0043* | 0.0000 | −0.0008 | 0.0002* | −0.0003 |
| LP | 0.0056 | 0.1866*** | 0.0513*** | 0.0757*** | 0.0001 | 0.0075 | −0.0021 | −0.0112 |
| NLR | −0.0024 | −0.0064 | 0.0122 | 0.0004 | −0.0004 | −0.0060 | 0.0006 | −0.0033 |
| State | 0.0437 | 0.5157*** | 0.1384*** | 0.1461 | 0.0041 | 0.0140 | 0.0286*** | 0.0084 |
| Lerner | 0.2899** | 0.0941 | 0.5929*** | 0.8672*** | 0.0028 | 0.0298 | 0.0148 | 0.0126 |
| BSD | 0.1978 | 0.2379 | −0.0445 | −0.4928 | 0.0655*** | 0.3051** | 0.0762*** | 0.1944** |
| INF | 0.2692 | −2.9260 | 1.7787 | −2.0165 | −0.1829** | −2.8109*** | −0.2211* | −1.0878* |
| GDP | −0.9704 | −6.4634 | 12.108 | −3.9897 | −0.5974 | −17.846*** | −0.6544 | −6.8068* |
| Dependent variable | DEA | SFA | ||||||
|---|---|---|---|---|---|---|---|---|
| All | Years | Groups | Both | All | Years | Groups | Both | |
| Estimation | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) |
| LnTA | 0.0278 | 0.0301 | −0.0008 | 0.1487*** | 0.0120* | −0.0273** | 0.0225** | −0.0190* |
| LTD | 0.3348*** | 0.0442 | 0.2441*** | 0.2816*** | 0.0050 | 0.0315 | 0.0129 | 0.0022 |
| CTI | 0.0127 | 0.0643 | −0.0055 | 0.0775 | 0.0060 | 0.0321* | 0.0129 | 0.0199 |
| LP | 0.0005 | 0.0952 | 0.0203 | 0.1011 | −0.0129 | −0.0111 | −0.0210 | 0.0209 |
| NLR | −0.0039 | 0.0023 | −0.0036 | −0.0142 | 0.0009 | 0.0031 | 0.0026 | −0.0017 |
| State | 0.1122** | 0.0132 | 0.3887*** | 0.0146 | −0.0406 | 0.0627* | 0.1395* | 0.0741** |
| Lerner | 0.5614*** | 0.2170 | 0.6286** | 0.9322 | −0.0514 | −0.0363 | 0.0144 | −0.0086 |
| BSD | −0.7324** | −4.3056*** | −0.6232 | −2.5801*** | 0.5533*** | 0.1789 | 0.6289*** | −0.3857* |
| INF | 1.7038** | 13.189*** | 2.1042* | 1.6688 | −0.4840*** | 2.1152 | −0.5733** | 0.3718 |
| GDP | Omitted | Omitted | Omitted | Omitted | Omitted | Omitted | Omitted | Omitted |
| LnTA | 0.0848*** | −0.0096 | 0.0463*** | 0.0571* | −0.0087 | 0.0003 | −0.0118 | −0.0012 |
| LTD | 0.2929*** | 0.1347* | 0.2604*** | 0.3792*** | 0.0049 | 0.0446* | 0.0095 | 0.0537** |
| CTI | 0.0002 | 0.0237** | 0.0027 | 0.0034 | −0.0019* | 0.0018 | −0.0020 | −0.0021 |
| LP | 0.0288* | 0.1793*** | 0.0868*** | 0.0932** | 0.0064 | −0.0055 | 0.0081 | 0.0035 |
| NLR | −0.0073 | −0.0090 | −0.0078 | −0.0309** | −0.0027* | −0.0017 | −0.0040* | −0.0032 |
| State | 0.0081 | 0.2474*** | 0.2126*** | 0.2355** | 0.0284 | 0.0213 | 0.1175*** | 0.0430* |
| Lerner | −0.2077 | 0.1395 | 0.1437 | 0.4751 | 0.0148 | 0.0652 | 0.0353 | 0.0385 |
| BSD | 0.3769** | −1.1436*** | 0.0706 | −1.2230*** | 0.2915*** | 0.4207*** | 0.3601*** | 0.0825 |
| INF | 0.2649 | −2.5451*** | 0.1926 | −0.2370 | 0.1167** | 0.2453 | 0.1498* | 0.4721*** |
| GDP | −2.1399 | 8.1886* | −1.3029 | −2.0597 | −1.2713*** | 0.3068 | −1.5504*** | −2.9656** |
| LnTA | 0.1207*** | −0.0505 | 0.0546*** | 0.0384* | −0.0005 | 0.0006 | −0.0032 | 0.0059 |
| LTD | 0.4575*** | 0.0067 | 0.4660*** | 0.4376*** | −0.0143*** | 0.0589* | −0.0110* | 0.0382* |
| CTI | −0.0038*** | −0.0034 | −0.0030* | −0.0043* | 0.0000 | −0.0008 | 0.0002* | −0.0003 |
| LP | 0.0056 | 0.1866*** | 0.0513*** | 0.0757*** | 0.0001 | 0.0075 | −0.0021 | −0.0112 |
| NLR | −0.0024 | −0.0064 | 0.0122 | 0.0004 | −0.0004 | −0.0060 | 0.0006 | −0.0033 |
| State | 0.0437 | 0.5157*** | 0.1384*** | 0.1461 | 0.0041 | 0.0140 | 0.0286*** | 0.0084 |
| Lerner | 0.2899** | 0.0941 | 0.5929*** | 0.8672*** | 0.0028 | 0.0298 | 0.0148 | 0.0126 |
| BSD | 0.1978 | 0.2379 | −0.0445 | −0.4928 | 0.0655*** | 0.3051** | 0.0762*** | 0.1944** |
| INF | 0.2692 | −2.9260 | 1.7787 | −2.0165 | −0.1829** | −2.8109*** | −0.2211* | −1.0878* |
| GDP | −0.9704 | −6.4634 | 12.108 | −3.9897 | −0.5974 | −17.846*** | −0.6544 | −6.8068* |
Note(s): (*, **, ***) correlation coefficients are significant at the level of 1%, 5% and 10%
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