Table 3. Linear mixed-effects models of PAR based on scan observations of adults age 20+ (n = 24,923 observations on 319 adults).
Model 1 (AIC = 80600) | Model 2 (AIC = 79958) | |||||
Factors | Estimate | ±SE | t-value | Estimate | ±SE | t-value |
(Intercept) | 2.57 | 0.30 | 8.45*** | 2.43 | 0.33 | 7.41*** |
Age | −0.01 | 0.01 | −0.96 | −0.01 | 0.01 | −0.09 |
Age2 | 0.00 | 0.00 | 0.43 | 0.00 | 0.00 | 0.35 |
Sex (male) | 0.44 | 0.06 | 7.44*** | 0.40 | 0.16 | 2.47* |
Forest (vs. Near Town) | 0.05 | 0.07 | 0.71 | −0.11 | 0.21 | −0.54 |
Riverine (vs. Near Town) | −0.12 | 0.06 | −1.79° | −0.32 | 0.18 | −1.77° |
Dry Season (vs. intermediate) | 0.12 | 0.02 | 6.54*** | 0.02 | 0.06 | 0.38 |
Wet Season (vs. intermediate) | −0.24 | 0.02 | −10.37*** | −0.19 | 0.11 | −1.82° |
Education (highest grade) | −0.01 | 0.01 | −0.76 | −0.01 | 0.01 | −0.38 |
Spanish (0–2) | 0.11 | 0.06 | 1.76° | 0.10 | 0.06 | 1.55 |
BMI | −0.01 | 0.01 | −0.76 | −0.01 | 0.01 | −0.51 |
Age*Sex (male) | −0.01 | 0.00 | −1.52 | |||
Age*Forest | −0.01 | 0.00 | −2.23° | |||
Age*Riverine | −0.00 | 0.00 | −0.47 | |||
Age*Dry Season | −0.01 | 0.00 | −4.57*** | |||
Age*Wet Season | 0.01 | 0.00 | 3.29*** | |||
Sex (male) *Forest | 0.52 | 0.12 | 4.27*** | |||
Sex (male) *Riverine | 0.25 | 0.12 | 2.11* | |||
Sex (male) *Dry Season | 0.27 | 0.04 | 7.16*** | |||
Sex (male) *Wet Season | −0.36 | 0.05 | −7.67*** | |||
Forest*Dry Season | 0.52 | 0.05 | 11.40*** | |||
Riverine*Dry Season | 0.01 | 0.05 | 0.15 | |||
Forest*Wet Season | −0.03 | 0.09 | −0.31 | |||
Riverine*Wet Season | 0.27 | 0.09 | 2.95** |
Note: Random effects include person ID and time of day nested within person ID. Model 1 includes only main effects, Model 2 includes two-way interactions that improved AIC in a simultaneous inclusion procedure.
p<0.1,
p<0.05,
p<0.01,
p<0.001.