Table 1.

Price and availability of products across Ethiopia.

(1)(2)(3)(4)(5)(6)(7)(8)


Price of individual product (log)Product not available (dummy)
Ln Remoteness0.119a0.112a0.122a0.105c0.1000.116c
(0.032)(0.036)(0.034)(0.061)(0.065)(0.061)
Ln Population0.040a0.044a0.039a0.038a−0.072a−0.068a−0.072a−0.075a
(0.004)(0.005)(0.004)(0.005)(0.007)(0.009)(0.007)(0.008)
Ln per cap. inc.−0.025−0.022
(0.022)(0.032)
Ln pop-weighted0.0410.058
 remoteness(0.026)(0.044)

AddisYesYesNoYesYesYesYesNo
Observations28,18328,18328,18327,81042,50642,50642,50642,105
R-squared0.030.030.020.030.060.060.060.06
(1)(2)(3)(4)(5)(6)(7)(8)


Price of individual product (log)Product not available (dummy)
Ln Remoteness0.119a0.112a0.122a0.105c0.1000.116c
(0.032)(0.036)(0.034)(0.061)(0.065)(0.061)
Ln Population0.040a0.044a0.039a0.038a−0.072a−0.068a−0.072a−0.075a
(0.004)(0.005)(0.004)(0.005)(0.007)(0.009)(0.007)(0.008)
Ln per cap. inc.−0.025−0.022
(0.022)(0.032)
Ln pop-weighted0.0410.058
 remoteness(0.026)(0.044)

AddisYesYesNoYesYesYesYesNo
Observations28,18328,18328,18327,81042,50642,50642,50642,105
R-squared0.030.030.020.030.060.060.060.06

Notes: The dependent variables are the log price (columns (1)–(5)) and a dummy equal to 1 if the product is unavailable (columns (6)–(10)). These dependent variables are defined in the product×city dimension. Standard errors account for spatial autocorrelation within a 50 km radius around cities using the spatial HAC procedure. a, b, and c, respectively, denote significance at the 1 per cent, 5 per cent, and 10 per cent levels.

Table 1.

Price and availability of products across Ethiopia.

(1)(2)(3)(4)(5)(6)(7)(8)


Price of individual product (log)Product not available (dummy)
Ln Remoteness0.119a0.112a0.122a0.105c0.1000.116c
(0.032)(0.036)(0.034)(0.061)(0.065)(0.061)
Ln Population0.040a0.044a0.039a0.038a−0.072a−0.068a−0.072a−0.075a
(0.004)(0.005)(0.004)(0.005)(0.007)(0.009)(0.007)(0.008)
Ln per cap. inc.−0.025−0.022
(0.022)(0.032)
Ln pop-weighted0.0410.058
 remoteness(0.026)(0.044)

AddisYesYesNoYesYesYesYesNo
Observations28,18328,18328,18327,81042,50642,50642,50642,105
R-squared0.030.030.020.030.060.060.060.06
(1)(2)(3)(4)(5)(6)(7)(8)


Price of individual product (log)Product not available (dummy)
Ln Remoteness0.119a0.112a0.122a0.105c0.1000.116c
(0.032)(0.036)(0.034)(0.061)(0.065)(0.061)
Ln Population0.040a0.044a0.039a0.038a−0.072a−0.068a−0.072a−0.075a
(0.004)(0.005)(0.004)(0.005)(0.007)(0.009)(0.007)(0.008)
Ln per cap. inc.−0.025−0.022
(0.022)(0.032)
Ln pop-weighted0.0410.058
 remoteness(0.026)(0.044)

AddisYesYesNoYesYesYesYesNo
Observations28,18328,18328,18327,81042,50642,50642,50642,105
R-squared0.030.030.020.030.060.060.060.06

Notes: The dependent variables are the log price (columns (1)–(5)) and a dummy equal to 1 if the product is unavailable (columns (6)–(10)). These dependent variables are defined in the product×city dimension. Standard errors account for spatial autocorrelation within a 50 km radius around cities using the spatial HAC procedure. a, b, and c, respectively, denote significance at the 1 per cent, 5 per cent, and 10 per cent levels.

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