Table 3.
Regression analysis models (energy intake and macronutrient and alcohol intake as a percentage of daily energy intake). Factors include in final models were identified using purposeful selection [37], and are presented in model entry order (BMI, sex (ref = male), age, marital status, dependents, education, industry (ref = oil and gas), shift work history, hours worked per week, chronic fatigue score, shift schedule (ref = morning shift), and sleep duration).
Independent Variable | Parameter Estimate | SE | p | 95% LLCI | 95% ULCI | ΔR2 |
---|---|---|---|---|---|---|
Energy Intake (kJ) | ||||||
Sleep duration | −185.80 | 256.26 | 0.47 | −693.93 | 322.32 | 0.01 |
Female (ref = male) | −2164.12 | 611.96 | <0.01 | −3377.54 | −756.12 | 0.07 |
Age (years) | −69.94 | 28.04 | 0.01 | −125.55 | −14.33 | 0.04 |
Hours worked (h) | −60.03 | 23.78 | 0.01 | −107.19 | −12.86 | 0.05 |
Carbohydrate Intake (%) | ||||||
Chronic fatigue | −0.19 | 0.08 | 0.02 | −0.37 | −0.02 | 0.04 |
Shift schedule | ||||||
Night (ref = morning) | −1.21 | 1.89 | 0.52 | −4.97 | 2.55 | |
8-h R | −8.33 | 1.74 | 0.63 | −4.28 | 2.61 | |
12-h R | −5.26 | 1.88 | <0.01 | −9.00 | −1.15 | 0.03 |
Sleep duration | −1.59 | 0.64 | 0.01 | −2.86 | 0.32 | 0.05 |
Protein Intake (%) | ||||||
Female (ref = male) | 1.33 | 1.16 | 0.04 | 0.02 | 2.63 | 0.03 |
Fat Intake (%) | ||||||
Female(ref = male) | 1.94 | 1.66 | 0.10 | −0.37 | 4.26 | 0.01 |
Shift schedule | ||||||
Night (ref = morning) | 1.48 | 1.41 | 0.29 | −1.32 | 4.29 | |
8-h R | −0.90 | 1.38 | 0.51 | −3.65 | 1.85 | |
12-h R | 1.86 | 1.39 | 0.18 | −0.91 | 4.64 | 0.03 |
BMI (kg/m2) | 0.28 | 0.10 | 0.01 | 0.07 | 0.49 | 0.11 |
Chronic fatigue (10–50) | 0.15 | 0.06 | 0.01 | 0.03 | 0.28 | 0.06 |
Sleep Duration (h) | 1.04 | 0.47 | 0.03 | 0.10 | 1.99 | 0.01 |
Saturated Fat Intake (%) | ||||||
Age | −0.05 | 0.02 | 0.05 | −0.10 | 0.00 | <0.01 |
Married (ref = not married) | 1.19 | 0.74 | 0.11 | −0.27 | 2.67 | <0.01 |
Industry | ||||||
Postal (ref = oil and gas) | −3.48 | 2.64 | 0.19 | −8.75 | 1.77 | |
Printing | −3.10 | 2.61 | 0.23 | −8.29 | 2.09 | |
Nursing | −1.13 | 2.50 | 0.65 | −6.11 | 3.85 | 0.01 |
Hours worked (h) | 0.03 | 0.02 | 0.16 | −0.01 | 0.08 | <0.01 |
Chronic Fatigue | 0.05 | 0.03 | 0.14 | −0.01 | 0.11 | 0.04 |
BMI (kg/m2) | 0.15 | 0.05 | <0.01 | 0.03 | 0.26 | 0.10 |
Night (ref = morning) | 2.76 | 0.76 | <0.01 | 1.12 | 4.27 | |
8-h R | −0.95 | 0.99 | 0.34 | −2.93 | 1.03 | |
12-h R | −2.28 | 2.69 | 0.39 | −7.63 | 3.06 | 0.11 |
Sleep duration (h) | 0.54 | 0.25 | 0.04 | 0.02 | 1.05 | 0.05 |
Alcohol (%) | ||||||
Married (ref = not married) | 2.44 | 1.98 | 0.22 | −1.49 | 6.37 | <0.01 |
Shift work history (years) | −0.03 | 0.07 | 0.64 | −0.18 | −0.11 | 0.02 |
Female (ref = male) | −4.38 | 1.92 | 0.02 | −8.20 | −0.56 | 0.06 |
Industry | ||||||
Postal (ref = oil and gas) | −4.33 | 1.92 | 0.02 | −8.14 | 0.51 | |
Printing | −1.45 | 2.49 | 0.56 | −6.41 | 3.50 | |
Nursing | −2.11 | 2.37 | 0.37 | −6.83 | 2.59 | 0.02 |
Hours worked (h) | −0.18 | 0.07 | 0.01 | 0.33 | −0.04 | 0.06 |
ref = reference category; R = rotating; SE = standard error; LLCI = lower limit confidence interval; ULCI = upper limit confidence interval; ΔR2 = R2 change; kJ = kilojoules; % = percent of total daily energy intake; kg = kilograms; m2 = meters squared.