Table 4.
Multivariate mixed effects regression models of outdoor residential UFP concentration†
| Model 1 No fixed sites |
Model 2 SPH site |
Model 3 MAC site |
Model 4 SPH and MAC sites |
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|---|---|---|---|---|---|---|---|---|
|
|
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| Covariate | % change |
95% CI | % change |
95% CI | % change |
95% CI | % change |
95% CI |
| log(UFPsPH)* | - | - | 3 | 2, 3 | - | - | 0.4 | 0.1, 0.8 |
| log(UFPMAC)* | - | - | - | - | 6 | 6, 7 | 6 | 6, 7 |
| Distance to highway | ||||||||
| >1000 m (ref) | - | - | - | - | - | - | - | - |
| 100-400 m | 21 | 5, 55 | 37 | 3, 82 | 32 | -6, 83 | 34 | -0.7, 81 |
| < 100 m | 56 | 18, 105 | 78 | 29, 147 | 73 | 19, 53 | 77 | 25, 149 |
| Wind speed (m/s) | −18 | −20, −17 | −16 | −18, −15 | −6 | −7, −4 | −6 | −7, −4 |
| Wind direction | ||||||||
| Southeast (ref) | - | - | - | - | - | - | - | - |
| West | −35 | −39, −31 | −27 | −31, −22 | 7 | 0.8, 14 | 8 | 1, 14 |
| Northwest | −47 | −50, −43 | −42 | −45, −38 | −6 | −12, −0.4 | −6 | −12, −0.4 |
| East | −47 | −50, −44 | −45 | −48, −41 | −27 | −31, −23 | −27 | −31, −23 |
| Traffic volume (veh/hour) | ||||||||
| <5340 (ref) | - | - | - | - | - | - | - | - |
| 5340–8630 | 43 | 35, 51 | 32 | 24, 39 | 13 | 8, 19 | 12 | 7, 18 |
| > 8630 | 33 | 24, 43 | 23 | 14, 32 | 7 | 0.3, 14 | 6 | −0.5, 13 |
| Precipitation (yes/no) |
−12 | −17, −7 | −8 | −13, −3 | −9 | −13, −4 | −8 | −12, −4 |
| Hour (sine) | −21 | −23, −18 | −19 | −21, −17 | −14 | −16, −12 | −14 | −16, −12 |
| Hour (cosine) | −19 | −23, −16 | −14 | −18, −11 | −8 | −12, −5 | −8 | −11, −4 |
|
| ||||||||
| AIC | 4912 | 4743 | 3883 | 3886 | ||||
Abbreviations: UFP, ultrafine particles; log(UFPSPH), log(UFP) at the Harvard School of Public Health monitoring site; log(UFPMAC), log(UFP) at the Mystic Activity Center monitoring site; AIC, Akaike Information Criterion; ref, reference category.
Represents the percent increase in residential outdoor UFP for a 10% increase in fixed site UFP.
Includes data from 16 homes and 3,297 hour measurements.