Kelly · Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors 2018 · cross-sectional survey · n=1995

On being "in recovery": A national study of prevalence and correlates of adopting or not adopting a recovery identity among individuals resolving drug and alcohol problems.

Cited 86 times in the scientific literature.

Level 4 - case-series / case-control

Cross-sectional survey of a nationally representative sample

PubMed 30070538 · doi:10.1037/adb0000386 · record verified 2026-08-26

What was done

A cross-sectional nationally representative survey screened 39,809 individuals to identify 1,995 adults resolving a significant alcohol or other drug (AOD) problem. The authors conducted weighted quantitative analyses to estimate the prevalence and correlates of adopting a recovery identity, along with qualitative analyses examining reasons for recovery identity adoption or non-adoption.

What was found

Among individuals resolving an AOD problem, 45.1% currently identified as being in recovery, 39.5% had never identified as being in recovery, and 15.4% were no longer in recovery. Predictors of identifying as in recovery included participation in formal treatment, mutual-help group participation, and a history of being diagnosed with AOD or other psychiatric disorders. Qualitative themes for not adopting or stopping the recovery identity included low AOD problem severity, viewing the problem as already resolved, and having little difficulty stopping substance use.

Why it matters

More than half of individuals who overcome significant substance use problems do not identify with the recovery label, particularly those who resolve problems without formal clinical or mutual-help services. Public health campaigns and interventions may need broader language, such as "problem resolution," to effectively reach and engage this population.

Limits

The study is cross-sectional and relies on self-reported history of problem resolution and identity status. The abstract does not provide exact effect sizes, odds ratios, or confidence intervals for the predictors of recovery identity adoption.

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