Predictors of parenting self-agency among mothers receiving substance abuse or mental health treatment.

The study is cross-sectional, so it can show links but cannot prove that child behaviour problems, stress, or low family cohesion cause lower parenting confidence. It used baseline data from a trial, so it does not test whether any intervention improved parenting self-agency. The sample was mostly minority mothers receiving outpatient mental health or substance use treatment, so the results may not apply to other parents. Parenting self-agency was measured with only five self-report questions, so it reflects mothers' confidence, not observed parenting behaviour. Depression was not a significant adjusted predictor, but the sample had high depression scores and the design cannot rule out its importance.

Do not treat the findings as proof that helping families will improve parenting confidence. This was a cross-sectional analysis of baseline data, so it shows associations, not treatment effects or cause.