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