Table 2.
Factors Associated with Being Employed, Derived from Longitudinal Analysis Using Multivariate Generalized Estimating Equations Modeling
|
Unadjusted n=32,773 |
Model 1a n=27,353 |
Model 2a n=27,353 |
Model 3a n=27,353 |
||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Factors | Crude odds ratiob | 99.5% lower CI | 99.5% upper CI | Odds ratioc | 99.5% lower CI | 99.5% upper CI | Odds ratioc | 99.5% lower CI | 99.5% upper CI | Odds ratioc | 99.5% lower CI | 99.5% upper CI |
Health problems | ||||||||||||
Psychiatric conditions | 0.41 | 0.28 | 0.61 | 0.46 | 0.28 | 0.75 | 0.46 | 0.28 | 0.75 | 0.48 | 0.30 | 0.78 |
Diabetes | 0.58 | 0.50 | 0.68 | 0.75 | 0.63 | 0.90 | 0.77 | 0.64 | 0.93 | 0.82 | 0.69 | 0.99 |
Depression | 0.66 | 0.59 | 0.73 | 0.73 | 0.65 | 0.83 | 0.74 | 0.66 | 0.84 | 0.81 | 0.71 | 0.91 |
Anxiety | 0.66 | 0.59 | 0.74 | 0.81 | 0.70 | 0.93 | 0.86 | 0.70 | 0.93 | 0.84 | 0.74 | 0.98 |
High blood pressure | 0.70 | 0.64 | 0.77 | 0.84 | 0.76 | 0.93 | 0.86 | 0.78 | 0.94 | 0.89 | 0.80 | 0.98 |
Back pain | 0.72 | 0.67 | 0.80 | 0.77 | 0.69 | 0.85 | 0.78 | 0.71 | 0.86 | NS | NS | NS |
Arthritis | 0.73 | 0.68 | 0.79 | 0.82 | 0.75 | 0.90 | 0.83 | 0.76 | 0.91 | NS | NS | NS |
Cancer | 0.75 | 0.63 | 0.89 | 0.78 | 0.64 | 0.96 | 0.78 | 0.64 | 0.95 | NS | NS | NS |
Bronchitis | 0.78 | 0.68 | 0.90 | - | - | - | - | - | - | - | - | - |
Osteoporosis | 0.72 | 0.62 | 0.84 | - | - | - | - | - | - | - | - | - |
Asthma | 0.82 | 0.73 | 0.92 | - | - | - | - | - | - | - | - | - |
Heart | 0.70 | 0.58 | 0.84 | - | - | - | - | - | - | - | - | - |
Chronic fatigue syndrome | 0.69 | 0.51 | 0.92 | - | - | - | - | - | - | - | - | - |
Stroke | 0.62 | 0.41 | 0.94 | - | - | - | - | - | - | |||
Lifestyle factors | - | - | - | |||||||||
Obesity (BMI ≥30) | 0.73 | 0.67 | 0.80 | - | - | - | 0.85 | 0.77 | 0.94 | NS | NS | NS |
Current Smoker | 0.89 | 0.79 | 1.009 | - | - | - | 0.86 | 0.75 | 0.99 | NS | NS | NS |
SF-36 components | ||||||||||||
Physical health PCS (10 point increase) | 1.42 | 1.37 | 1.48 | - | - | - | - | - | - | 1.35 | 1.29 | 1.42 |
Mental health MCS (10 point increase) | 1.09 | 1.06 | 1.14 | - | - | - | - | - | - | 1.09 | 1.05 | 1.14 |
Adjusted for time, education, area of residence, marital status, living with someone the woman cares for, and area of disadvantage.
Some missing data: 782 for all health problems, except back pain (missing=3,217); obesity (missing=2,035); smoking (missing=452); physical component score (PCS) (missing=1,587), and mental component score (MCS) (missing=1587).
Generalized estimating equations (GEE) fit criteria final models: Quasi-likelihood Information Criteria (QIC) model 1: 30003.5711; QIC model 2: 29972.6777; QIC model 3: 29465.8106.
BMI, body mass index; CI, confidence interval; NS, not significant; SF-36, Short-Form 36 Quality of Life questionnaire.