Table 9: Impact of 3G/4G access on farm self employment (fixed effects models)

||(1)|(2)|(3)|(4)|(5)|(6)|(7)|(8)|
|---|---|---|---|---|---|---|---|---|
|_Access to_:|||||||||
|Medium or strong 3G/4G|-0.008||||-0.007||||
||(0.013)||||(0.013)||||
|Medium or strong 3G/4G||-0.005||||-0.004|||
|for one year||(0.014)||||(0.014)|||
|Medium or strong 3G/4G|||0.013||||0.014||
|for two years or more|||(0.013)||||(0.013)||
|Medium or strong 3G/4G||||0.012||||0.014|
|for three years or more||||(0.013)||||(0.013)|
|Additional control variables|No|No|No|No|Yes|Yes|Yes|Yes|
|# of observations|40,608|40,608|40,608|40,608|40,608|40,608|40,608|40,608|
|R-squared|0.002|0.001|0.002|0.002|0.003|0.003|0.003|0.003|
|Number of individuals|19,182|19,182|19,182|19,182|19,182|19,182|19,182|19,182|
|F statistics|2.098|2.104|2.132|2.099|2.964|2.960|3.073|3.009|

_Notes_ : Standard errors reported in parentheses are clustered by LGAs. Additional controls include access to electricity, ownership of dwelling, household size, and a wealth index although the coefficients for these variables are not reported to save space. *** p<0.01, ** p<0.05, * p<0.1.

Table 10: Impact of 3G/4G access on wage/salaried employment (fixed effects models)

||(1)|(2)|(3)|(4)|(5)|(6)|(7)|(8)|
|---|---|---|---|---|---|---|---|---|
|_Access to_:|||||||||
|Medium or strong 3G/4G|0.005||||0.005||||
||(0.006)||||(0.006)||||
|Medium or strong 3G/4G||0.001||||0.001|||
|for one year||(0.006)||||(0.006)|||
|Medium or strong 3G/4G|||0.005||||0.004||
|for two years or more|||(0.006)||||(0.006)||
|Medium or strong 3G/4G||||0.015***||||0.014**|
|for three years or more||||(0.006)||||(0.006)|
|Additional control variables|No|No|No|No|Yes|Yes|Yes|Yes|
|# of observations|40,630|40,630|40,630|40,630|40,630|40,630|40,630|40,630|
|R-squared|0.000|0.000|0.000|0.001|0.001|0.001|0.001|0.001|
|Number of individuals|19,193|19,193|19,193|19,193|19,193|19,193|19,193|19,193|
|F statistics|1.624|1.390|1.513|3.045|1.598|1.568|1.609|2.297|

_Notes_ : Standard errors reported in parentheses are clustered by LGAs. Additional controls include access to electricity, ownership of dwelling, household size, and a wealth index although the coefficients for these variables are not reported to save space. *** p<0.01, ** p<0.05, * p<0.1.

Table 11: Impact of 3G/4G access on non-farm self employment (fixed effects models)

||(1)|(2)|(3)|(4)|(5)|(6)|(7)|(8)|
|---|---|---|---|---|---|---|---|---|
|_Access to_:<br>|||||||||
|Medium or strong 3G/4G|0.005||||0.005||||
||(0.010)||||(0.010)||||
|Medium or strong 3G/4G||0.004||||0.004|||
|for one year||(0.009)||||(0.008)|||
|Medium or strong 3G/4G|||0.004||||0.004||
|for two years or more|||(0.008)||||(0.009)||
|Medium or strong 3G/4G||||0.005||||0.005|
|for three years or more||||(0.009)||||(0.009)|
|Additional control variables|No|No|No|No|Yes|Yes|Yes|Yes|
|# of observations|40,621|40,621|40,621|40,621|40,621|40,621|40,621|40,621|
|R-squared|0.002|0.002|0.002|0.002|0.003|0.003|0.003|0.003|
|Number of individuals|19,191|19,191|19,191|19,191|19,191|19,191|19,191|19,191|
|F statistics|5.872|6.347|6.081|6.040|3.297|3.569|3.422|3.412|

_Notes_ : Standard errors reported in parentheses are clustered by LGAs. Additional controls include access to electricity, ownership of dwelling, household size, and a wealth index although the coefficients for these variables are not reported to save space. *** p<0.01, ** p<0.05, * p<0.1.

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