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. 2021 Jan 28;141:105389. doi: 10.1016/j.worlddev.2021.105389

Table 5.

Effect of Flu (1918–19) on Real Wages, by Occupation.

(1) (2) (3) (4) (5) (6) (7) (8) (9)
Agriculture Builder Stone-Cutter Carpenter Blacksmith Metal Painter Tailor Shoemaker
Panel A: Total Flu
Total Fluc ∗ D1918 −19.25*** −6.68* −4.51 −4.19 −6.26** −1.06 −3.81 −20.59*** −29.64***
(2.19) (3.41) (3.51) (2.43) (2.13) (4.88) (7.26) (3.36) (1.35)
Total Fluc ∗ −8.22** −7.30* −11.21** −8.23*** −6.79** −4.06 −0.86 −6.69* −5.03***
DPost − 1918 (2.85) (3.92) (4.16) (3.43) (2.98) (4.92) (7.37) (3.80) (1.04)
Lag Real Wagect −0.61*** (0.08) −0.56*** (0.07) −0.53*** (0.06) −0.52*** (0.07) −0.52*** (0.08) −0.46*** (0.06) −0.44*** (0.07) −0.43*** (0.06) −0.52*** (0.09)
Panel D: Flu Effect (2)
Total Fluc ∗ −9.10*** −7.25* −10.66** −7.91** −6.75** −3.83 −1.08 −7.73* −6.94**
DPost − 1917 (2.86) (3.85) (4.13) (3.29) (2.85) (4.91) (7.35) (3.88) (2.71)
Lag Real Wagect −0.62*** −0.56*** −0.52*** −0.52*** −0.52*** −0.45*** −0.44*** −0.44*** −0.53***
(0.08) (0.07) (0.06) (0.07) (0.08) (0.06) (0.07) (0.06) (0.09)
Province Fixed Effects Y Y Y Y Y Y Y Y Y
Year Fixed Effects Y Y Y Y Y Y Y Y Y
Observations 720 720 720 720 720 720 720 720 720

Notes: Dependent variable is annual growth rate of real wage for province and year. Total Flu is the value of excess death in 1918 and 1919. 1918 is a dummy equal to one for year 1918. Dt is a dummy equal to one for year t and zero otherwise. t = Pre-1918 is omitted from the regression and it is the control period. Total Effect is the sum of the two coefficients. The table reports fixed effects regressions weighted by population. Standard errors are clustered at the year level. * p < 0.10, ** p < 0.05, *** p < 0.01.