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Table 5 Imputed logistic regression modelling: Mental health scenarios with and without intentions

From: The relative impact of barriers to care among military health services personnel: exploring differences using context specific scenarios

Model Variables

Depression

(with intentions)

PTSD

(with intentions)

aOR

SE

aOR

SE

aOR

SE

aOR

SE

Individual characteristics

Female gender

0.75

0.17

0.77

0.18

0.78

0.19

0.80

0.20

Age

0.87

0.11

0.93

0.12

0.84

0.12

0.87

0.12

Prefer accessing care in English

2.49**

0.85

1.82

0.66

1.16

0.41

0.86

0.32

JNCM

0.75

0.20

0.76

0.21

0.75

0.22

0.75

0.22

Core trade

0.63†

0.15

0.62†

0.15

0.94

0.23

0.95

0.24

Stationed in rural location

1.33

0.36

1.52

0.42

0.77

0.22

0.86

0.25

Location related issues

1.36

0.40

1.39

0.43

1.12

0.33

1.10

0.33

Poor self-reported health

2.27*

0.77

2.14*

0.75

1.55

0.49

1.47

0.48

Accessed care in the past

0.66

0.16

0.74

0.19

0.75

0.20

0.83

0.23

Past experiences and expectations

1.61

0.46

1.60

0.48

1.52

0.44

1.52

0.45

Weak general intentions

  

3.38***

0.78

  

2.84***

0.75

Barrier Factors

CAF HCP identity

0.91

0.27

0.84

0.26

1.41

0.45

1.34

0.43

Discomfort accessing care at work

0.93

0.25

0.77

0.22

0.98

0.30

0.85

0.26

Conflict with career goals

1.59†

0.42

1.65†

0.45

1.20

0.35

1.23

0.36

Staffing and workload resources

2.52***

0.60

2.64***

0.65

1.98**

0.52

2.01**

0.54

Knowledge and abilities

1.01

0.31

0.92

0.30

1.05

0.31

0.96

0.29

Organizational and social support

0.93

0.32

0.88

0.32

1.45

0.47

1.43

0.48

Treatment preferences

1.97*

0.47

1.79*

0.44

2.35**

0.63

2.17**

0.59

Concerns about confidentiality

1.19

0.35

1.15

0.35

1.15

0.35

1.13

0.35

Model constant

0.34

0.12

0.18*

0.12

0.24**

0.16

0.14**

0.10

Model Descriptors

n

503

503

503

503

Average RVIa

0.0420

0.0394

0.0347

0.0320

Largest FMIb

0.2159

0.1933

0.1813

0.1696

Model F Test

F(18,288,686.3) = 4.92

F(19,344,713.2) = 5.41

F(18,416,726.1) = 4.29

F(19,515,145.5) = 4.45

p

 < 0.0001

 < 0.0001

 < 0.0001

 < 0.0001

  1. aM ≥ 100 × FMI, in all models where M (number of imputations) is sufficient
  2. b The closer the RVI is to zero, the less effect missing data have on the variance estimate, in this case all RVI are low; JNCM- Junior non-commissioned member; ***p < 0.001, **p < 0.01, *p < 0.05, † p ≤ 0.06
  3. Model variables are listed in a column and the adjusted odds ratio (aOR) estimates for not accessing care with standard error (SE) are reported in separate columns for the two mental health vignettes: depression and PTSD