Perceived Discrimination Based on Criminal Record in Healthcare Settings and Self-Reported Health Status among Formerly Incarcerated Individuals

Effects of in vivo NRT sampling on smoking abstinence and NRT adherence: A randomized clinical trial

BACKGROUND

Nicotine replacement therapy (NRT) is an effective treatment but is associated with poor adherence during smoking cessation attempts. This study aimed to determine if In Vivo Sampling, an experiential intervention that includes sampling of NRT in-session, increases NRT adherence and smoking abstinence compared to standard smoking cessation behavioral counseling.

METHODS

Eligible participants were under community corrections supervision and smoked five or more cigarettes per day for the past year. Participants were randomly assigned to receive either In Vivo Sampling or standard smoking cessation behavioral counseling. Both interventions involved four 30-minute sessions and received 12 weeks of combination NRT. Self-reported NRT adherence, quit attempts, and carbon monoxide (CO)-verified smoking cessation were measured at one, three-, and six-months post-intervention.

RESULTS

From 2017-2022, 515 participants were enrolled and randomized. The In Vivo Sampling group had significantly greater mean adherence to patch and lozenge NRT regimens (71 % vs. 60 %, OR: 1.63, 95 % CI: 1.36-1.96, p<.001). The In Vivo group had a significantly higher likelihood of quit attempts across time (61 % vs. 53 %, OR: 1.4, 95 % CI: 1.05-1.87, p=.021). Groups did not significantly differ on the percent of participants who had quit smoking at 6 months post-intervention (17 % In Vivo Sampling vs. 13 % standard counseling, OR: 1.43, p=.24).

CONCLUSION

In Vivo Sampling demonstrated better NRT adherence and quit attempts but similar cessation rates to standard behavioral counseling. The In Vivo Sampling intervention represents a novel approach that increased behaviors typically associated with successful cessation over standard behavioral counseling.

Association Between Recent Criminal Legal Involvement and Functional Status Among US Adults with Diabetes: 2015-2019

Diabetes is a significant public health concern with significant implications for health equity. Functional disability undermines disease control and may be associated with the relationship between criminal legal involvement and poor chronic disease outcomes, but this relationship has not been studied. This study examined the association between recent criminal legal involvement and functional disability among a nationally representative sample of US adults with diabetes. Adult respondents to the National Survey of Drug Use and Health (2015-2019) who reported a diagnosis of diabetes were included in this analysis examining the association between three forms of recent criminal legal involvement (past year arrest, or supervision on probation or parole) and functional disability, as measured by the World Health Organization Disability Assessment Score 2.0. In multivariate linear regression analyses adjusted for relevant socio-demographic and clinical confounders, the functional disability score increased by 2.7 (95% CI, 1.6-3.9) for those with past year arrest compared to no past year arrest; 1.2 (95% CI, -0.1, 2.6) for those with past year probation compared to no past year probation; and 0.4 (95% CI, -1.1, 1.8) for those with past year parole compared to no past year parole. Recent criminal legal involvement, specifically past year arrest, is associated with greater functional disability, which may serve as an important mediator for poor health outcomes in patients with diabetes. Future research should examine this pathway and prioritize interventions to improve both functional disability and glycemic control among individuals with diabetes and recent criminal legal involvement.

"Just clearly the right thing to do": perspectives of correctional services leaders on moving governance of health-care in custody

PURPOSE

Governance models are a defining characteristic of health-care systems, yet little research is available about the governance of health-care delivered in correctional facilities. This study aims to explore the perspectives of correctional services leaders in British Columbia, Canada, on the motivations for transferring responsibility for health-care services in provincial correctional facilities to the Ministry of Health, as well as key lessons learned.

DESIGN/METHODOLOGY/APPROACH

Eight correctional services leaders participated in one-on-one interviews between September 2019 and February 2020. The authors used inductive thematic analysis to explore key themes. To triangulate early effects of the transfer identified by participants the authors used complaints data from Prisoners' Legal Services to examine changes over time.

FINDINGS

The authors identified four major themes related to the rationale for this transfer: 1) quality and equivalence of care, 2) integration and throughcare, 3) values and expertise and 4) funding and resources. Facilitators included changes in the external environment, having the right people in the right places, a strong sense of alignment and shared goals and a changing culture in corrections. Participants also highlighted challenges, including ongoing human resourcing issues, having to navigate and define shared responsibilities and adapting a large bureaucracy to the environment in corrections. Consistent with outcomes described by participants, data showed that a lower proportion of complaints received after the transfer were related to health-care.

ORIGINALITY/VALUE

The perspectives of correctional leaders on the transfer of governance for health-care services in custody to the community health-care system provide novel insights into the processes and potential of this change.

The Causes and Consequences of Stigma among Individuals Involved in the Criminal Legal System: A Systematic Review

The purpose of this study was to systematically review the types of stigmatized attributes that have been assessed and the causes and consequences of stigma for individuals involved in the criminal legal system. PubMed, GoogleScholar, and PsycInfo databases were searched to identify studies for inclusion through March 2021. Eligible studies were peer-reviewed, quantitative, and assessed stigma from the perspective of the person involved in the criminal legal system. 59 studies were included (total n=21,738), assessing stigma associated with criminal involvement, HIV, substance use, race/ethnicity, help-seeking, and others. Experiencing criminal involvement stigma was linked to poor well-being, but less so for racial/ethnic minorities. Experiencing racial/ethnic stigma was associated with recidivism risk, and substance use stigma was associated with substance use risk. Several stigmas intersected to impact treatment engagement and well-being. In conclusion, individuals involved in the criminal legal system experience many stigmatized statuses that impact their well-being, treatment adherence, community integration, and criminal behavior. Stigma must be addressed among individuals involved in the criminal legal system and the systems they interact with to reduce health inequity and recidivism risk.

Rural and urban clinician views on COVID-19's impact on substance use treatment for individuals on community supervision in Kentucky

BACKGROUND

The COVID-19 pandemic produced system-level changes within the criminal legal system and community-based substance use disorder (SUD) treatment system with impacts on recovery efforts. This study examines rural and urban clinicians' perspectives of COVID-19 on SUD treatment delivery for people on community supervision.

METHODS

Virtual qualitative interviews were conducted between April and October 2020 with 25 community supervision clinicians employed by Kentucky's Department of Corrections (DOC), who conduct assessments and facilitate community-based treatment linkages for individuals on probation or parole. Transcripts were analyzed in NVivo using directed content analysis methods.

RESULTS

Clinicians were predominantly white (92%) and female (88%) with an average of over 9 years working in the SUD treatment field and 4.6 years in their current job. Four COVID-19 themes were identified by both rural and urban clinicians including: (1) telehealth increases the modes of communication, but (2) also creates paperwork and technological challenges, (3) telehealth requires more effort for inter/intra-agency collaboration, and (4) it limits client information (e.g., no urine drug screens). Two additional rural-specific themes emerged related to COVID-19: (5) increasing telehealth options removes SUD treatment transportation barriers and (6) requires flexibility with programmatic requirements for rural clients.

CONCLUSIONS

Findings indicate the need for community-based SUD treatment providers approved or contracted by DOC to support and train clients to access technology and improve information-sharing with community supervision officers. A positive lesson learned from COVID-19 transitions was a reduction in costly travel for rural clients, allowing for greater engagement and treatment adherence. Telehealth should continue to be included within the SUD continuum of care, especially to promote equitable services for individuals from rural areas.

Identifying incarceration status in the electronic health record using large language models in emergency department settings

Background

Incarceration is a significant social determinant of health, contributing to high morbidity, mortality, and racialized health inequities. However, incarceration status is largely invisible to health services research due to inadequate clinical electronic health record (EHR) capture. This study aims to develop, train, and validate natural language processing (NLP) techniques to more effectively identify incarceration status in the EHR.

Methods

The study population consisted of adult patients (≥ 18 y.o.) who presented to the emergency department between June 2013 and August 2021. The EHR database was filtered for notes for specific incarceration-related terms, and then a random selection of 1,000 notes was annotated for incarceration and further stratified into specific statuses of prior history, recent, and current incarceration. For NLP model development, 80% of the notes were used to train the Longformer-based and RoBERTa algorithms. The remaining 20% of the notes underwent analysis with GPT-4.

Results

There were 849 unique patients across 989 visits in the 1000 annotated notes. Manual annotation revealed that 559 of 1000 notes (55.9%) contained evidence of incarceration history. ICD-10 code (sensitivity: 4.8%, specificity: 99.1%, F1-score: 0.09) demonstrated inferior performance to RoBERTa NLP (sensitivity: 78.6%, specificity: 73.3%, F1-score: 0.79), Longformer NLP (sensitivity: 94.6%, specificity: 87.5%, F1-score: 0.93), and GPT-4 (sensitivity: 100%, specificity: 61.1%, F1-score: 0.86).

Conclusions

Our advanced NLP models demonstrate a high degree of accuracy in identifying incarceration status from clinical notes. Further research is needed to explore their scaled implementation in population health initiatives and assess their potential to mitigate health disparities through tailored system interventions.

Substance Use Disorders, Mental Illness, and Health Care Utilization Among Adults With Recent Criminal Legal Involvement

OBJECTIVE

Individuals involved with the criminal legal system have higher rates of mental illness, addiction, and health care utilization. The authors examined whether substance use disorders and mental illness alone or in combination drive health care utilization among those with recent criminal legal involvement.

METHODS

This cross-sectional analysis used nationally representative data from U.S. adults with past-year criminal legal involvement (N=9,039) recorded in the National Survey on Drug Use and Health (2015-2019). Using adjusted negative binomial regression models, the authors estimated relative risks for health care utilization. Primary independent variable categories included neither substance use disorder nor mental illness, substance use disorder only, mental illness only, and both conditions. Health care utilization included emergency department (ED) visits and nights spent in inpatient care.

RESULTS

Relative to neither mental illness nor substance use disorder, mental illness alone was associated with significantly increased acute health care services use: for ED visits, incidence risk ratio (IRR)=1.43 (95% CI=1.18-1.75) and for inpatient stays, IRR=2.14 (95% CI=1.47-3.11). Having both conditions was associated with increased ED visits (IRR=1.62, 95% CI=1.38-1.91) and inpatient stays (IRR=4.16, 95% CI=2.98-5.82). Substance use disorder alone was associated only with higher risk for ED visits compared with neither condition (IRR=1.23, 95% CI=1.01-1.50).

CONCLUSIONS

Mental illness with or without co-occurring substance use disorder is a strong driver of acute health care utilization after interaction with the criminal legal system. Interventions tailored to the unique needs of individuals with mental illness or substance use disorder are needed for those with recent criminal legal involvement.

No health without access: using a retrospective cohort to model a care continuum for people released from prison at an urban, safety net health system

BACKGROUND

Release from prison is characterized by discontinuity of healthcare services and results in poor health outcomes, including an increase in mortality. Institutions capable of addressing this gap in care seldom collaborate in comprehensive, data-driven transition of care planning. This study harnesses information from a data exchange between correctional facilities and community-based healthcare agencies in Colorado to model a care continuum after release from prison.

METHODS

We merged records from Denver Health (DH), an urban safety-net healthcare system, and the Colorado Department of Corrections (CDOC), for people released from January 1 to June 30, 2021. The study population was either (a) released to the Denver metro area (Denver and its five neighboring counties), or (b) assigned to the DH Regional Accountable Entity, or (c) assigned to the DH medical home based on Colorado Department of Healthcare Policy and Financing attribution methods. Outcomes explored were outpatient, acute care, and inpatient utilization in the first 180 days after release. We used Pearson's chi-squared tests or Fisher exact for univariate comparisons and logistic regression for multivariable analysis.

RESULTS

The care continuum describes the healthcare utilization at DH by people released from CDOC. From January 1, 2021, to June 30, 2021, 3242 people were released from CDOC and 2848 were included in the data exchange. 905 individuals of the 2848 were released to the Denver metro area or attributed to DH. In the study population of 905, 78.1% had a chronic medical or psychological condition. Within 180 days of release, 31.1% utilized any health service, 24.5% utilized at least one outpatient service, and 17.1% utilized outpatient services two or more times. 10.1% utilized outpatient services within the first 30 days of release.

CONCLUSIONS

This care continuum highlights drop offs in accessing healthcare. It can be used by governmental, correctional, community-based, and healthcare agencies to design and evaluate interventions aimed at improving the health of a population at considerable risk for poor health outcomes and death.

How legal problems are conceptualized and measured in healthcare settings: a systematic review

Legal problems encompass issues requiring resolution through the justice system. This social risk factor creates barriers in accessing services and increases risk of poor health outcomes. A systematic review of the peer-reviewed English-language health literature following the PRISMA guidelines sought to answer the question, how has the concept of patients' "legal problems" been operationalized in healthcare settings? Eligible articles reported the measurement or screening of individuals for legal problems in a United States healthcare or clinical setting. We abstracted the prevalence of legal problems, characteristics of the sampled population, and which concepts were included. 58 studies reported a total of 82 different measurements of legal problems. 56.8% of measures reflected a single concept (e.g., incarcerated only). The rest of the measures reflected two or more concepts within a single reported measure (e.g., incarcerations and arrests). Among all measures, the concept of incarceration or being imprisoned appeared the most frequently (57%). The mean of the reported legal problems was 26%. The literature indicates that legal concepts, however operationalized, are very common among patients. The variation in measurement definitions and approaches indicates the potential difficulties for organizations seeking to address these challenges.

Food Insecurity Among Older Adults with a History of Incarceration

We examined the association between history of incarceration (HOI) and food insecurity (FI) among older adults using pooled data from 12,702 respondents aged 51+ who participated in the 2012 and 2014 waves of the Health and Retirement Study. In our sample, 12.8% of participants reported FI. Those with a HOI had an increased odds of FI (OR 1.83; 95% CI 1.52-2.21). Race/ethnicity moderated the association between HOI and FI. The positive and statistically significant association was concentrated among Non-Hispanic Black and Non-Hispanic White participants. No statistically significant association was found among Hispanic participants or among those from other racial/ethnic groups. Income, depressive symptoms, and functional limitations mediated the association between HOI and FI, with the largest indirect effects observed for income. FI is an important issue among older adults with a HOI. Programs and policy initiatives to increase food access and/or improve earnings in this population may be needed.

Criminality labelling influences reactions to others' pain

Disparities in healthcare for underrepresented and stigmatized groups are well documented. Current understanding is that these inequalities arise, at least in part, from psychosocial factors such as stereotypes and in-group/out-group categorization. Pain management, perhaps because of the subjective nature of pain, is one area of research that has spearheaded these efforts. We investigated how observers react to the pain of individuals labelled as criminals. Face models expressing pain of different levels of intensity were portrayed as having committed a crime or not (control group). A sample of n = 327 college students were asked to estimate the intensity of the pain expressed by face models as well as their willingness to help them. Trait empathy was also measured. Data was analyzed using regression, mediation and moderation analyses. We show for the first time that observers were less willing to help individuals with a criminal history. Moreover, a moderation effect was observed whereby empathic participants were more willing to help control face models compared to less empathic participants. However, criminality history did not influence participant's pain estimation. We conclude that negative stereotypes associated with criminality can reduce willingness to help individuals in pain even when pain signals are accurately perceived.

Discrimination, social support, and health-related quality of life among individuals with criminal records

Several studies have found an association between social identity-based discrimination and reduced physical health. Research also indicates that social support may sometimes protectively moderate this relationship. This study addresses the lack of sufficient research regarding these connections among individuals facing criminal record discrimination. The authors analyzed the responses of 168 people with felony records who completed a nationwide, online survey. While controlling for several other potentially impactful variables, the authors used regression analyses to explore the relationship between criminal record discrimination and reported healthy days per month and whether social support protectively moderated this relationship. There was a significant negative association between criminal record discrimination and healthy days among those with notably low social support. Meanwhile, moderate levels of social support appeared to protectively extinguish this relationship. This study suggests that social support may influence whether criminal record discrimination negatively impacts health.

Mixed Method Evaluation of Louisiana's Prerelease Medicaid Enrollment Program, 2017-2019

BACKGROUND

Over 600,000 people leave US prisons annually. Many are eligible for Medicaid upon release but may need support to enroll. Carceral facilities in nearly half of states have implemented systems to facilitate Medicaid access for those leaving incarceration, but there is limited information on program implementation models or outcomes.

OBJECTIVES

To evaluate implementation and initial outcomes of Louisiana's prison-based Prerelease Medicaid Enrollment Program.

METHODS

In this mixed-methods study, we assessed enrollment in Louisiana Medicaid at time of release from prison in the 2 years (2017-2018) after Program implementation, as well as reasons for Medicaid closure (ie, loss of coverage) and health services use 6 months postrelease. In May-June 2019, we conducted interviews statewide with program implementers (n=16) and focus groups in New Orleans, Louisiana with formerly incarcerated Program participants (n=16).

RESULTS

A total of 4476 people were included in the quantitative analysis. There was a 34.3 (95% confidence interval: 20.7-47.9) percentage point increase in Medicaid enrollment upon release. Nearly all (98.6%) attended at least 1 outpatient visit and almost half (46.7%) had 1 emergency department visit within 6 months of release. Not responding to information requests was the most common reason for Medicaid closure. Program implementers and formerly incarcerated participants identified Program strengths, barriers, and suggestions for improvement.

CONCLUSIONS

The program was successful in rapidly increasing Medicaid enrollment at the time of prison release and facilitating the use of health care services.

Community Reintegration of Previously Incarcerated Older Adults: Exploratory Insights from a Canadian Community Residential Facility Program

This paper addresses an immediate gap in knowledge about community reintegration of previously incarcerated older adults. It presents an exploratory case study of a community residential facility program in Ontario, Canada, focusing on the experiences and perspectives of older residents, staff members, and community stakeholders on the community reintegration of previously incarcerated older men. Findings provide insights into the aging-related reintegration issues such as the older men's ability to access health and medical services upon community reentry, the challenges and opportunities of the continuum of support (or lack thereof) to help ease the reintegration process, and stigma and other barriers the older men face as they attempt to access long-term care upon release from correctional institutions. Emergent questions for research, policy, and practice are highlighted and discussed to set an agenda for expanding the thread of inquiry into the community reintegration of previously incarcerated older adults. Future research calls for further investigation into the diversity of experiences (e.g., gender, race/ethnicity, geographical locale) to advance the field of study as it relates to aging and social policy.

Association between mental health outcomes and lifetime criminal justice involvement in U.S. adults with diabetes

BACKGROUND

Diabetes is a leading cause of death in the United States, and comorbid mental illness is associated with worse diabetes outcomes. Those with criminal justice involvement (CJI) have high rates of mental illness and diabetes prevalence. However, little is known about the relationship between CJI and mental illness among those with diabetes.

METHODS

Using a nationally representative sample of U.S. adults with diabetes from the National Survey of Drug Use and Health (2015-2018), we investigated the relationship between CJI and mental health outcomes (depression, serious psychologic distress, serious mental illness, moderate mental illness, any mental illness, functional status). Multiple linear and logistic regression models were used to assess the relationship between CJI and each mental health outcome adjusting for multiple socio-demographic and comorbidity variables.

RESULTS

Of 11,594 respondents, representing 25,834,422 adults with diabetes, 17.1% reported prior CJI. In fully adjusted models, CJI was independently associated with all mental health outcomes: depression (aOR 1.80, 95% CI: 1.41, 2.30), serious psychologic distress (aOR 1.53, 95% CI: 1.23, 1.90), serious mental illness (aOR 2.00, 95% CI: 1.58, 2.52), moderate mental illness (aOR 1.72, 95% CI 1.30, 2.26), any mental illness (aOR 1.92, 95% CI: 1.56, 2.35) and functional status (regression coefficient 3.6, 95% CI: 3.53, 3.79).

CONCLUSION

Those with diabetes and criminal justice involvement experience concentrated risk for poor mental health outcomes. Our findings suggest that mental health interventions may be imperative to achieving control of diabetes in the justice-involved population.

A longitudinal cross-sectional analysis of substance use treatment trends for individuals experiencing homelessness, criminal justice involvement, both, or neither - United States, 2006-2018

Background

Individuals experiencing homelessness or criminal justice involvement (CJI) have higher rates of substance use than the general public. Despite documented barriers to accessing treatment, few studies have compared substance use treatment patterns between these groups.

Methods

This paper uses data from the Treatment Episode Dataset-Admissions between 2006 to 2018 to describe characteristics and trends in substance use treatment admissions indicating homelessness (n=2,524,413), CJI (4,764,750), both (509,902), or neither (8,950,797) in the United States. We used multivariable logistic regression to examine trends independent of demographic differences between groups.

Findings

Between 2006 and 2018, the proportion of treatment admissions related to heroin increased across all groups. Methamphetamine-related admissions rose substantially for individuals experiencing homelessness, CJI, or both. By 2018, 27·8% (95% CI: 27·4-28·2%) of admissions for individuals experiencing both were methamphetamine-related and 16·7% (95% CI: 16·3-17·0%) were heroin-related. Conversely, among individuals experiencing neither, 7·5% (95% CI: 7·4-7·5%) of admissions were methamphetamine-related and 33·6% (95% CI: 33·4-33·7%) were heroin-related. Individuals experiencing both homelessness and CJI received lower rates of medications for opioid use disorder (OUD) (8·3%; 95% CI: 8·2-8·3%) compared to individuals experiencing neither (36·4%; 95% CI: 36·4-36·4%).

Interpretation

Community treatment facilities should be supported to provide medications for OUD and accommodate rising rates of methamphetamine and polysubstance-related treatment admissions in populations experiencing complex social drivers of health such as homelessness, CJI, or both.

Funding

National Institute of General Medical Sciences and National Institute of Diabetes and Digestive and Kidney Diseases.

Use of community healthcare and overdose in the 30 days following release from provincial correctional facilities in British Columbia

BACKGROUND

Interruptions in healthcare services contribute to an elevated risk of overdose in the weeks following release from incarceration. This study examined the association of use of community healthcare with nonfatal and fatal overdose in the 30 days following release.

METHODS

We conducted a retrospective cohort study using linked administrative data from a random sample of 20% of the population of British Columbia. We examined releases from provincial correctional facilities between January 1, 2015-December 1, 2018. We fit multivariate Andersen-Gill models to examine nonfatal overdoses after release from incarceration and applied Standard Cox regression for analyses of fatal overdoses.

RESULTS

There were a combined 16,809 releases of 6721 people in this study. At least one overdose occurred in 2.8% of releases. A community healthcare visit preceded the first nonfatal overdose in 86.4% of releases with a nonfatal overdose event. Only 48.4% of people who had a fatal overdose used community healthcare. In adjusted analysis, people who had used community healthcare had a higher hazard of healthcare-attended nonfatal overdose (aHR 2.83 95% CI 2.13, 3.78) and lower hazard of fatal overdose (aHR 0.58, 95%CI 0.28, 1.19).

CONCLUSIONS

Community healthcare visits after release from custody may be an important opportunity to provide overdose prevention and harm reduction supports. Policies and resourcing are needed to facilitate better connection to primary healthcare during the transition to community. Providers in community should be equipped to offer care to people who have recently experienced incarceration in a way that is accessible, acceptable and trauma-informed.

Health Status and Health Care Utilization of US Adults Under Probation: 2015-2018

Objectives. To compare the health and health care utilization of persons on and not on probation nationally.Methods. Using the National Survey of Drug Use and Health, a population-based sample of US adults, we compared physical, mental, and substance use disorders and the use of health services of persons (aged 18-49 years) on and not on probation using logistic regression models controlling for age, race/ethnicity, gender, poverty, and insurance status.Results. Those on probation were more likely to have a physical condition (adjusted odds ratio [AOR] = 1.3; 95% confidence interval [CI] = 1.2, 1.4), mental illness (AOR = 2.4; 95% CI = 2.1, 2.8), or substance use disorder (AOR = 4.2; 95% CI = 3.8, 4.5). They were less likely to attend an outpatient visit (AOR = 0.8; 95% CI = 0.7, 0.9) but more likely to have an emergency department visit (AOR = 1.8; 95% CI = 1.6, 2.0) or hospitalization (AOR = 1.7; 95% CI = 1.5, 1.9).Conclusions. Persons on probation have an increased burden of disease and receive less outpatient care but more acute services than persons not on probation.Public Health Implications. Efforts to address the health needs of those with criminal justice involvement should include those on probation.