Predictors of Successful Vocational Rehabilitation Closure among Individuals with Substance and Alcohol Use Disorders: An Analysis of Rehabilitation Services Administration Data 2010–2014

The Road to Reintegration: Evaluating the Effectiveness of VA Healthcare in Vocational Rehabilitation and Employment Retention for Veterans with Mental Health and Substance Use Disorders

Introduction

Veterans diagnosed with mental health and/or substance use disorders (SUD) often face significant barriers to employment and reintegration into civilian society. In the current study, we investigated whether how the VA healthcare system for mental health and/or SUD treatment predicted program enrollment into vocational rehabilitation, simultaneous mental health and/or SUD treatment while enrolled in vocational rehabilitation predicted employment at discharge, and mental health and/or SUD treatment continues and employment remain 60-days-post-vocational-rehabilitation discharge.

Methods

An outcome-based, summative program evaluation design to measure quality assurance of vocational rehabilitation services provided to 402 veteran patients enrolled in a VA healthcare located within the Great Lakes Health Care System - Veterans Integrated Services Network.

Results

Multivariable logistic regression analyses showed psychological empowerment (confidence in one's ability to work or find work) is a significant factor determining whether a veteran is enrolled in the vocational rehabilitation program, prior mental health treatment (yes/no) and frequency of mental health treatment did not predict program enrollment, and frequency of SUD VA system treatment 60 days prior did not predict program enrollment. Other findings showed that simultaneous mental health and/or SUD treatment while enrolled in vocational rehabilitation did not predict employment at discharge, and employment at discharge did not predict continued mental health and/or SUD treatment post-discharge from vocational rehabilitation. However, veterans with both SUD and mental health and continued mental health treatment were less likely to be employed.

Conclusion

Utilization of real-world program evaluation data from an actual VHA vocational rehabilitation program enhances the study's ecological validity, offering practical implications for policymakers and practitioners in the field. The findings support the importance of veterans enrolling in mental health and/or SUD treatment simultaneously while enrolled in vocational rehabilitation services, as integrating vocational rehabilitation with mental health and SUD treatment services can lead to improved vocational and health outcomes for veterans (eg, development of targeted interventions to support veterans' successful reintegration into the workforce and society).

The role of employment status, change, and satisfaction for people who have completed substance use disorder treatment

BACKGROUND

Substance use disorder (SUD) is a complex disabling condition that is not often well understood. Despite decades of SUD research and intervention, prevalence rates remain stable and many traditional treatment options are largely ineffective in helping individuals with SUDs attain long-term abstinence and recovery. One avenue that shows promise in facilitating higher recovery and quality of life (QoL) outcomes in people with SUD is employment that occurs alongside traditional treatment.

OBJECTIVE

This study sought to understand the role that meaningful and satisfying employment has in SUD outcomes for treatment completers.

METHODS

Employing a quasi-experimental, cross-sectional, nonequivalent group design, this study examined 197 individuals with SUDs who completed treatment to explore how their employment status during treatment, employment status change from their treatment to the time of the survey, and job satisfaction influenced their recovery and QOL.

RESULTS

Analyses of covariance (ANCOVAs) revealed that those who made the transition from unemployed at treatment to employed at time of survey and those who were employed in "very satisfying" jobs had higher rates of recovery and QOL than those who were in "very dissatisfying" jobs or made the transition from employed during treatment to unemployed at time of survey.

CONCLUSION

The results of this study are promising in that employment and job satisfaction seem to be facilitative of recovery and QOL outcomes for this population of SUD treatment completers.

Influence of social determinants of health and substance use characteristics on persons who use drugs pursuit of care for hepatitis C virus infection

BACKGROUND

Social determinants of health (SDOH), i.e., social, behavioral and environmental factors, are increasingly recognized for their important influence on health outcomes. Data are limited on the influence of SDOH, substance use characteristics, and their interactions on pursuit of hepatitis C virus (HCV) care among individuals with opioid use disorder (OUD). Linkage to HCV care remains low in this population despite high HCV prevalence and incidence.

AIMS

To investigate the influence of SDOH, substance use factors, and their interactions on HCV treatment uptake among OUD patients in a methadone treatment program.

METHODS

Information on patient demographics, SDOH, substance use characteristics, and co-morbid medical conditions were obtained from the paper and electronic medical records of OUD patients on methadone. We applied multiple correspondence analysis, k-means algorithm, and logistic regression with least absolute shrinkage and selection operator penalty to identify variables and clusters associated with pursuit of HCV care.

RESULTS

Data from 161 patients (57% male, 60% Caucasian, mean age 45 years) were evaluated. Being employed, the absence of support systems, and a history of foster care were the strongest positive predictors of treatment pursuit. The use of crack/cocaine as the initial illicit substance, criminal activity without incarceration, and the absence of a family history of chemical dependency were the strongest negative predictors. We identified clusters among persons with OUD based upon their likelihood to pursue HCV management.

CONCLUSION

Utilizing data from the medical record, we were able to identify factors positively and negatively associated with linkage-to-care for HCV. We were also able to divide patients into clusters of factors associated with linkage-to-care for HCV. These results could be used to identify individuals with OUD based upon their readiness for HCV care.