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. Author manuscript; available in PMC: 2013 Sep 1.
Published in final edited form as: Atmos Environ (1994). 2012 Apr 26;57:257–265. doi: 10.1016/j.atmosenv.2012.04.004

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

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.