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. 2016 Nov 30;8(12):771. doi: 10.3390/nu8120771

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.