Table 3.
Linear mixed model fixed effect predictors of individually experienced HI in 24 hours.
Population | All | Rural residents | Urban residents | Urban OutWor |
---|---|---|---|---|
HI[neighborhood], HI[WS] AIC | 159992.60 | 75521.80 | 51745.30 | 31346.60 |
HI[WS] only AIC | 160200.10 | 75619.80 | 51809.00 | 31368.70 |
HI[neighborhood] only AIC | 159990.60 | 75529.00 | 51743.40 | 31389.00 |
Model pick | HI[neighborhood] only | Both | HI[neighborhood] only | Both |
Fixed effects | β (95%CI) | β (95%CI) | β (95%CI) | β (95%CI) |
Intercept | 17.66 (8.83, 26.49) | 19.32 (6.25, 32.39) | 15.39 (−0.14, 30.93) | 12.07 (−5.03, 29.19) |
HI[neighborhood] (°C) | 0.20 (0.19, 0.21)* | 0.17 (0.13, 0.20)* | 0.20 (0.18, 0.23)* | 0.20 (0.12, 0.28)* |
HI[WS] (°C) | NA | −0.06 (−0.10, −0.02)* | NA | 0.33 (0.23, 0.42)* |
Age | 0.01 (−0.02, 0.04) | 0.00 (−0.05, 0.04) | 0.04 (−0.02, 0.09) | −0.01 (−0.09, 0.08) |
Education ≥high school | −0.20 (−1.05, 0.66) | −0.68 (−1.96, 0.59) | −0.10 (−1.66, 1.46) | 1.07 (−0.51, 2.65) |
Annual household income ≥$20K | −0.60 (−1.53, 0.34) | −0.09 (−1.50, 1.33) | −0.29 (−2.09, 1.50) | −1.53 (−3.35, 0.29) |
Weekend | −0.50 (−0.65, −0.36)* | −0.29 (−0.47, −0.10)* | 0.08 (−0.17, 0.33) | −1.63 (−2.03, −1.23)* |
Body fat (%) | −0.05 (−0.12, 0.02) | 0.05 (−0.06, 0.16) | −0.10 (−0.22, 0.03) | −0.15 (−0.25, −0.04)* |
Non-rest time (5am-midnight) | 1.37 (1.21, 1.53)* | 0.65 (0.42, 0.87)* | 1.56 (1.29, 1.82)* | 2.55 (2.12, 2.98)* |
WS wind speed (m/s) | 0.25 (0.20, 0.30)* | 0.31 (0.23, 0.38)* | 0.29 (0.21, 0.36)* | 0.23 (0.11, 0.36)* |
Intervention | −0.26 (−0.40, −0.11)* | −0.30 (−0.50, −0.11)* | −0.11 (−0.35, 0.14) | −0.70 (−1.09, −0.31)* |
log(mean daily steps) | 0.67 (−0.24, 1.58) | 0.46 (−0.84, 1.77) | 0.86 (−0.79, 2.51) | 0.90 (−0.89, 2.70) |
Employed | −0.07 (−1.05, 0.90) | −0.83 (−2.15, 0.49) | 0.89 (−0.71, 2.48) | NA |
Rural residenta | 0.43 (−0.56, 1.43) | NA | NA | NA |
Outdoor workera | 1.22 (−0.05, 2.50) | NA | NA | NA |
Note:
Compared to Urban resident.
denotes a β estimates with a 95% confidence interval did not contain 0.
NA not applicable. NA in HI[WS] indicated that HI[WS] was not included in model selection based on AIC.