Simultaneous logistic regressions: Informal vs formal lending
| DLFA15 | DFROS | DFRB | DLRO15 | |
|---|---|---|---|---|
| DLFR15a | 0.8873 | 1.6503 | 0.6920 | −0.1100 |
| (0.4205)** | (1.0353) | (0.6555) | (0.5642) | |
| DLFR15b | 0.7737 | 1.4520 | 0.8495 | – |
| (0.3177)** | (0.6767)** | (0.6740) | – |
| DLFA15 | DFROS | DFRB | DLRO15 | |
|---|---|---|---|---|
| DLFR15 | 0.8873 | 1.6503 | 0.6920 | −0.1100 |
| (0.4205)** | (1.0353) | (0.6555) | (0.5642) | |
| DLFR15 | 0.7737 | 1.4520 | 0.8495 | – |
| (0.3177)** | (0.6767)** | (0.6740) | – |
| LTBL | STBL | DFAB | DFAOS | DROB | DROOS | LTBLIND | STBLIND | DFABIND | DROBIND | IND | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| DFRBa | −0.0065 | −1.7319 | 5.4399 | 0.2498 | 12.2639 | −6.7335 | −0.3212 | 0.2054 | −0.9001 | −1.0298 | 9.0054 |
| (4.2651) | (4.9410) | (2.3362)** | (0.5369) | (3.1938)*** | (3.5875)* | (0.9269) | (1.0638) | (0.5493) | (0.4756)** | (3.8619)** | |
| DFRBb | 0.8668 | 5.0960 | 4.1408 | 0.2129 | – | – | −0.3654 | −1.1366 | −0.6374 | – | 5.7617 |
| (3.7260) | (5.0953) | (1.5982)*** | (0.7446) | – | – | (0.8591) | (1.2395) | (0.2989)** | – | (3.6287) |
| LTBL | STBL | DFAB | DFAOS | DROB | DROOS | LTBLIND | STBLIND | DFABIND | DROBIND | IND | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| DFRB | −0.0065 | −1.7319 | 5.4399 | 0.2498 | 12.2639 | −6.7335 | −0.3212 | 0.2054 | −0.9001 | −1.0298 | 9.0054 |
| (4.2651) | (4.9410) | (2.3362)** | (0.5369) | (3.1938)*** | (3.5875)* | (0.9269) | (1.0638) | (0.5493) | (0.4756)** | (3.8619)** | |
| DFRB | 0.8668 | 5.0960 | 4.1408 | 0.2129 | – | – | −0.3654 | −1.1366 | −0.6374 | – | 5.7617 |
| (3.7260) | (5.0953) | (1.5982)*** | (0.7446) | – | – | (0.8591) | (1.2395) | (0.2989)** | – | (3.6287) |
Extended Models
Base Models
DLFR15: During the past 15 months, I have used debt lending from friends more often than before; DFRB: I use debt from friends to finance my business; DLFA15: During the past 15 months, I have used debt lending from family more often than before; DFROS: I use debt from friends when other sources of finance are difficult to access; DLRO15: During the past 15 months, I have used debt lending from ROSCA more often than before; LTBL: Long term bank loan; STBL: Short term bank loan; DFAB: I use debt from family members to finance my business; DFAOS: I use debt from family members when other sources of finance are difficult to access; DROB: I use debt from ROSCA to finance my business; DROOS: I use debt from ROSCA when other sources of finance are difficult to access; LTBLIND: Long term bank loan per industry; STBLIND: Short term bank loan per industry; DFABIND: I use debt from family members to finance my business per industry; DFAOSIND: I use debt from family members when other sources of finance are difficult to access per industry; DROBIND: I use debt from ROSCA to finance my business per industry; DROOSIND: I use debt from ROSCA when other sources of finance are difficult to access per industry; IND: Industry category
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