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. Author manuscript; available in PMC: 2014 Aug 7.
Published in final edited form as: J Environ Monit. 2010 Oct 26;13(1):119–127. doi: 10.1039/c0em00122h

Table 2.

Summary of the linear mixed models for predicting natural log-transformed, post-exposure urinary HDA concentrations in the spray-painters using unadjusted (BZC, Models 1 and 3) or APF adjusted BZC levels (BZC-APF, Models 2 and 4). The starting Models 1 and 2 originate from our previously published work3 and include only exposure variables and creatinine. The final Models 3 and 4 include exposure variables, creatinine, and statistically significant individual and workplace factors.a

Model Variable Estimate Standard error p-value AIC R2
1. Starting model with BZC InBZC 0.08 0.09 0.38 1038 0.25
Indermal 0.11 0.07 0.12
Increatinine 1.25 0.17 <0.0001
worker var 0.99 0.07
residual var 1.78 0.15
2. Starting model with BZC-APF InBZC-APF 0.14 0.06 0.03 1035 0.28
Indermal 0.08 0.07 0.24
Increatinine 1.28 0.17 <0.0001
worker var 0.93 0.07
residual var 1.76 0.15
3. Final model with BZCb Indermal 0.16 0.06 0.01 1025 0.29
Increatinine 1.35 0.17 <0.0001
Half-face 0.62 0.39 0.11
Full-face 1.33 0.70
Monday −0.16 0.26 0.10
Tuesday 0.57 0.20
Wednesday −0.06 0.20
Thursday −0.02 0.24
worker var 1.00 0.10
residual var 1.11 0.15
4. Final model with BZC-APF InBZC-APF 0.19 0.06 0.001 1025 0.29
Increatinine 1.34 0.17 <0.0001
Monday −0.20 0.25 0.05
Tuesday 0.64 0.20
Wednesday −0.03 0.19
Thursday −0.11 0.24
coverall −0.48 0.29 0.09
worker var 1.01 0.09
residual var 1.68 0.15
a

InBZC = natural log-transformed breathing zone concentration; InBZC-APF = natural log-transformed respirator adjusted breathing zone concentration; Indermal = natural log-transformed dermal exposure; Increatinine = natural log-transformed creatinine concentration; AIC = Akaike's Information Criterion; var = variance.

b

BZC was removed from the final model since it was not statistically significant.