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. 2021 Mar 31;18(176):20201035. doi: 10.1098/rsif.2020.1035

Table 7.

Logistic regression estimates for effect of home/work stratum on commute disruptions.

dep. variable: log(Pr(disrupti=1)1Pr(disrupti=1))
ind. variable (i) (ii) (iii) (iv) (v) (vi) (vii) (viii)
(a) all commuters
stratc(i,home) 0.187*** 0.079*** 0.092*** 0.068*** 0.031 0.046*
(0.021) (0.023) (0.023) (0.025) (0.025) (0.026)
stratc(i,work) 0.311*** 0.282*** 0.289*** 0.227*** 0.222*** 0.232***
(0.021) (0.023) (0.023) (0.025) (0.025) (0.026)
stratc(i,home) × stratc(i,work) −0.060*** −0.043**
(0.018) (0.022)
const −0.817*** −1.209*** −1.332*** −1.365***
(0.059) (0.064) (0.074) (.075)
FE none none none none muni. muni. muni. muni.
average marginal effects
stratc(i,home) 4.5 1.9 2.2 1.6 0.7 1.1
stratc(i,work) 7.4 6.7 6.8 5.2 5.1 5.3
stratc(i,home) × stratc(i,work) −1.4 −1.0
N 9069 9069 9069 9069 9069 9069 9069 9069
LL −6126 −6054 −6048 −6042 −5953 −5915 −5914 −5912
dep. variable: log(Pr(disrupti=1)1Pr(disrupti=1))
ind. variable (i) (ii)
(b) low-stratum commuters
stratc(i,work) 0.326*** 0.271***
(0.036) (0.042)
FE none muni.
const −1.255**
(0.106)
average marginal effects
stratc(i,work) 7.7 6.1
N 3360 3360
LL −2232 −2153