Table 1

Simultaneous logistic regressions: Informal vs formal lending

DLFA15DFROSDFRBDLRO15
DLFR15a0.88731.65030.6920−0.1100
(0.4205)**(1.0353)(0.6555)(0.5642)
DLFR15b0.77371.45200.8495
(0.3177)**(0.6767)**(0.6740)
LTBLSTBLDFABDFAOSDROBDROOSLTBLINDSTBLINDDFABINDDROBINDIND
DFRBa−0.0065−1.73195.43990.249812.2639−6.7335−0.32120.2054−0.9001−1.02989.0054
(4.2651)(4.9410)(2.3362)**(0.5369)(3.1938)***(3.5875)*(0.9269)(1.0638)(0.5493)(0.4756)**(3.8619)**
DFRBb0.86685.09604.14080.2129−0.3654−1.1366−0.63745.7617
(3.7260)(5.0953)(1.5982)***(0.7446)(0.8591)(1.2395)(0.2989)**(3.6287)
Note(s)
a

Extended Models

b

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

Source(s): Authors’ own work

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