Associations between determinants and respiratory emergency department visits*
Determinants | Initial regression model | Final regression model | ||||||
B | 95% CI | P values | ƞ2 | B | 95% CI | P values | ƞ2 | |
Year† | <0.001 | <0.001 | ||||||
2013 | −5.84 | −8.56 to −3.12 | <0.001 | 0.017 | −6.38 | −8.88 to −3.88 | <0.001 | 0.023 |
2014 | −3.44 | −5.04 to −1.85 | <0.001 | 0.017 | −3.43 | −4.86 to −1.99 | <0.001 | 0.020 |
Season† | 0.610 | 0.006 | ||||||
Winter‡ | −0.13 | −2.05 to 1.80 | 0.898 | 0.000 | −1.46 | −2.28 to −0.64 | 0.001 | 0.011 |
Spring‡ | −0.64 | −1.74 to 0.45 | 0.250 | 0.001 | −1.28 | −2.15 to −0.40 | 0.004 | 0.008 |
Summer‡ | 0.26 | −1.62 to 2.13 | 0.788 | 0.000 | −0.86 | −1.59 to −0.12 | 0.023 | 0.005 |
Day of the week† | – | – | <0.001 | <0.001 | ||||
Monday | 10.59 | 9.68 to 11.50 | <0.001 | 0.330 | 10.69 | 9.78 to 11.59 | <0.001 | 0.333 |
Tuesday | 8.74 | 7,82 to 9.65 | <0.001 | 0.250 | 8.84 | 7.94 to 9.75 | <0.001 | 0.255 |
Wednesday | 7.46 | 6.55 to 8.37 | <0.001 | 0.196 | 7.56 | 6.65 to 8.46 | <0.001 | 0.200 |
Thursday | 7.76 | 6.85 to 8.67 | <0.001 | 0.210 | 7.82 | 6.92 to 8.73 | <0.001 | 0.211 |
Friday | 4.95 | 4.03 to 5.86 | <0.001 | 0.097 | 5.05 | 4.14 to 5.95 | <0.001 | 0.100 |
Sunday | 1.09 | 0.18 to 2.01 | <0.001 | 0.005 | 1.01 | 0.15 to 1.96 | 0.023 | 0.005 |
Running day | −0.02 | −0.03 to −0.01 | 0.002 | 0.009 | −0.02 | −0.25 to −0.01 | 0.001 | 0.010 |
Running day2 | 3×10−5 | 10×10−6 to 6×10−5 | 0.006 | 0.007 | 2×10-5 | 4×10−6 to 4×10−5 | 0.018 | 0.005 |
Running day3 | −2×10−8 | −4×10−8 to −8×10−9 | 0.002 | 0.009 | 1×10-8 | 2×10−8 to 4×10−9 | 0.007 | 0.007 |
Factor 1§ | 0.37 | −0.55 to 1.29 | 0.834 | 0.001 | ||||
Factor 2§ | −0.76 | −1.63 to 0.11 | 0.087 | 0.003 | ||||
Factor 3§ | −0.52 | −1.21 to 0.17 | 0.142 | 0.002 | ||||
Factor 1*factor 2 | 0.25 | −0.33 to 0.83 | 0.395 | 0.001 | ||||
Factor 1*factor 3 | 0.33 | −0.14 to 0.80 | 0.173 | 0.002 | ||||
Factor 2*factor 3 | −0.04 | −0.39 to 0.30 | 0.799 | 0.000 | ||||
Year*factor 1† | 0.482 | |||||||
2013*factor 1 | −0.48 | −1.28 to 0.32 | 0.239 | 0.001 | ||||
2014*factor 2 | −0.34 | −1.14 to 0.45 | 0.397 | 0.001 | ||||
Year*factor 2† | 0.143 | |||||||
2013*factor 2 | 0.75 | −0.13 to 1.51 | 0.054 | 0.004 | ||||
2014*factor 2 | 0.57 | −0.24 to 1.38 | 0.165 | 0.002 | ||||
Year*factor 3† | 0.461 | |||||||
2013*factor 3 | 0.37 | −0.28 to 1.03 | 0.261 | 0.001 | ||||
2014*factor 3 | 0.01 | −0.64 to 0.66 | 0.985 | 0.000 | ||||
Season*factor 1 | – | – | 0.206 | – | – | – | – | |
Winter*factor 1 | 0.98 | −0.49 to 2.44 | 0.190 | 0.002 | ||||
Spring*factor 1 | 0.74 | −0.20 to 1.67 | 0.122 | 0.002 | ||||
Summer*factor 1 | −0.76 | −2.22 to 0.69 | 0.303 | 0.001 | ||||
Autumn*factor 1 | 0.37 | −0.54 to 1.29 | 0.428 | |||||
Season*factor 2 | – | – | 0.236 | – | – | – | – | – |
Winter*factor 2 | 0.20 | −0.99 to 1.40 | 0.737 | 0.000 | – | – | – | – |
Spring*factor 2 | −1.03 | −1.91 to −0.15 | 0.022 | 0.005 | – | – | – | – |
Summer*factor 2 | −0.55 | −1.64 to 0.55 | 0.326 | 0.001 | – | – | – | – |
Autumn*factor 2 | −0.76 | −1.63 to 0.11 | 0.087 | 0.003 | – | – | – | – |
Season*factor 3 | – | – | 0.087 | – | – | – | – | – |
Winter*factor 3 | 0.80 | −0.11 to 1.70 | 0.085 | 0.003 | – | – | – | – |
Spring*factor 3 | 0.33 | −0.37 to 1.04 | 0.351 | 0.001 | – | – | – | – |
Summer*factor 3 | −0.11 | −1.09 to 0.87 | 0.830 | 0.000 | – | – | – | – |
Autumn*factor 3 | −0.52 | −1.21 to 0.17 | 0.142 | 0.002 | – | – | – | – |
Adjusted R2=0.47 | Adjusted R2=0.47 |
*Univariate analysis of variance (UNIANOVA) model
†Reference year: 2015; reference season: Autumn; reference day of week: Saturday; year 2015*factor 1–3, respectively.
‡Winter: December, January, February; spring: March, April, May; summer: June, July, August; autumn: September, October, November.
§Classified by categorical principal component analysis; factor 1: high loadings at physiological equivalent temperature; factor 2: high loadings at ozone; factor 3: high loadings at air pollution; all time lags=0 days.
ƞ2, partial eta squared mutually adjusted; B, regression coefficient mutually adjusted.