Medications for opioid use disorder during incarceration and post-release outcomes
Lara Cates
Aaron Brown
SimpleOriginal

Summary

Providing MOUD during incarceration improves post-release outcomes by reducing overdose risk and increasing treatment engagement. Evidence supports continuing or initiating MOUD in jail or prison to prevent harm and support recovery.

2023

Medications for opioid use disorder during incarceration and post-release outcomes

Keywords opioid; substance use disorder; incarceration; recidivism; overdose

Abstract

## Background: Continuation or initiation of MOUDs during incarceration could improve post-release outcomes by preventing return to opioid use and reducing risk of overdose. People with OUD involved in the criminal legal system are a vulnerable population, yet little research has comprehensively examined post-release outcomes associated with receiving MOUDs in jail and prison settings.

## Methods: The authors conducted a review of published peer-reviewed literature on post-release outcomes associated with the use of MOUDs in correctional settings to determine implications for further research and policy.

## Results: Results showed compelling evidence supporting the use of MOUDs for currently incarcerated populations, with almost all studies showing that MOUDs provided during incarceration increased community-based treatment engagement post-release. There is also evidence that initiating or continuing MOUDs during incarceration is associated with decreased opioid use and overdoses post-release, without increasing criminal involvement.

## Conclusions: Findings indicate that forcing tapering and withdrawal during incarceration can have dire consequences upon release into the community. Initiating or continuing MOUDs during incarceration reduces the risk for opioid use and overdose upon release by maintaining opioid tolerance and increasing community treatment engagement.

Highlights

  • Providing medications for opioid use disorder to incarcerated populations is associated with increased engagement in community-based treatment post-release.

  • There is strong evidence to support the adoption of MOUDs in correctional institutes due to their association with decreased opioid use, injection drug use, and overdoses after release from incarceration.

  • Findings indicate that forcing tapering and withdrawal during incarceration can increase risk of overdose and death upon release into the community.

Introduction

The rise of opioid-related overdoses in the United States is a public health crisis that has gained much attention in recent years, and vital statistics that have been released since the COVID-19 pandemic are sobering. Between April 2020 and April 2021, there were an estimated 75,673 opioid-related overdose deaths in the United States, an increase of 35% from the same period the year before (Centers for Disease Control and Prevention Centers for Disease Control and Prevention, 2021). Along with the opioid crisis, the United States has been experiencing a crisis of incarceration. The U.S. has the highest rate of incarceration in the world, with almost 2.1 million people held in correctional facilities (Minton et al., 2021). Rates of opioid use among those involved in the criminal legal system are disproportionately high compared to the general population in the U.S., and those who have been recently released from prison are at increased risk of drug overdose death (Binswanger et al., 2013; Merrall et al., 2010; Mumola et al., 2007). This is an issue that must be understood within the context of the U.S. legal system which has aggressively enforced the criminalization of drug use for at least half a century, leading to the mass incarceration of people who use drugs (PWUD) and those with substance use disorders (SUDs; Pew, 2018). The vast majority (85%) of the prison population in the U.S. have drug-related convictions and/or have an active SUD (National Institute on Drug Abuse, 2020). People who inject drugs have a higher rate of recidivism, largely due to the criminalization of the drugs people typically inject (Håkansson & Berglund, 2012).

People with opioid use disorder (OUD) involved in the criminal legal system are at a higher risk for opioid-related overdose due to many factors including decreased tolerance after forced withdrawal while incarcerated, insufficient counseling prior to release, correctional facilities’ failure to recognize individuals who are at risk for return to use, and lack of post-release follow-up (Binswanger et al., 2013; Møller et al., 2010). Upon release from incarceration, many return to opioid use, and two-thirds are rearrested for a new offense within 3 years (de Andrade et al., 2018; Langan & Levin, 2002). Inadequate social support, poverty, stigma, and other barriers to accessing medications for opioid use disorder (MOUDs) in the community further increase the risk of overdose post-release (Joudrey et al., 2019).

Methadone, buprenorphine, and naltrexone are the MOUDs that are currently approved by the Food and Drug Administration (FDA) for treatment of OUD (Food and Drug Administration, 2019). The use of MOUDs is considered the gold standard, evidence-based treatment for OUD, although there is stronger evidence for the effectiveness of agonists than for naltrexone (National Academies of Sciences, Engineering, and Medicine, 2019). MOUDs significantly increase an individual’s engagement in treatment and reduce illegal opioid use compared to non-pharmacological approaches (Comer et al., 2006; Fudala et al., 2003; Mattick et al., 2009). Participation in agonist-based MOUDs is associated with reductions in the risk for all-cause and overdose mortality (Sordo et al., 2017).

While there is compelling research regarding the effectiveness of MOUDs, they are not commonly provided to people with OUD who are housed in correctional settings (Nunn et al., 2009; Scott et al., 2021). Among the small number of correctional facilities that have adopted MOUDs, methadone is typically the only medication provided, and it is often only available to specific populations such as pregnant women or people with chronic pain (Fiscella et al., 2004; Nunn et al., 2009). Consequently, people with OUD regularly endure forced withdrawal from opioids, including MOUDs, upon incarceration. Not only is forced withdrawal extremely uncomfortable to endure but it is also associated with an increased risk of opioid-related overdose after release (Degenhardt et al., 2014; D'Hotman et al., 2019). Furthermore, the ubiquity of forced withdrawal during incarceration affects the utilization of MOUDs in the community as PWUD are less likely to initiate MOUDs for fear of losing access during incarceration and undergoing severe withdrawal symptoms again (Maradiaga et al., 2016). Continuation or initiation of MOUDs during incarceration could increase utilization of this life-saving treatment, aid in preventing the return to illegal opioid use, prevent overdose post-release, and mitigate other risks of opioid use such as the spread of infectious diseases and recidivism.

People with OUD involved in the criminal legal system are a vulnerable population, yet little research has comprehensively examined the post-release outcomes associated with the use of MOUDs in jail and prison settings. People with OUD who are incarcerated must have access to effective, evidence-based treatment during their incarceration and before being released back into the community. This review aims to examine the extant peer-reviewed literature on post-release outcomes associated with the use of MOUDs in prison and jail settings in the United States and to determine implications for further research and policy.

Method

A review of published, peer-reviewed literature was conducted by the authors using PsycINFO, PubMed, and Web of Science databases. No date restrictions were used apart from the search end date of September 20, 2022. Both databases were searched using the following terms: (jail OR prison OR incarceration OR incarcerated) and (post-release OR post release) and (“medication for opioid use disorder” OR MOUD OR “medication assisted treatment” OR MAT OR “methadone maintenance therapy” OR MMT OR buprenorphine OR methadone OR suboxone OR naltrexone) and (outcomes). To identify additional articles specifically related to the implementation of naltrexone during incarceration, a second search was conducted with the same databases using the following terms: (jail or prison or incarceration or incarcerated) and (naltrexone OR vivitrol OR XR-NTX). The following criteria were used to select articles for inclusion: 1) empirical study; 2) sampled participants who had been incarcerated in the United States; 3) examined post-release outcomes associated with the use of MOUD while incarcerated; 4) peer-reviewed; 5) published in English; 6) peer-reviewed journal article; and 7) published prior to September 20, 2022. Articles were excluded if they only examined the use of MOUDs during incarceration for pharmacologically-assisted withdrawal.

Both authors participated in the distillation and review of search results. Each author separately distilled the results during each phase and then met to reach agreement on the final inclusion of articles for the review. The searches produced 134 unique articles, after removing duplicates (see Fig. 1). Titles and abstracts were first reviewed to select potentially eligible articles, and the potentially eligible articles were then retrieved for full review to further assess for inclusion criteria and to gather results from articles that met criteria. The citations from articles included in the full review phase were screened for articles that met inclusion criteria but were not found in searches. After reviewing titles and abstracts, 25 articles remained. During full review of these 25 articles, two were excluded for not meeting criteria and six additional eligible articles were identified among citations of the reviewed articles leading to a total of 29 articles included in this review. The most common reasons for ineligibility were: 1) did not include empirical data, 2) were conducted outside the United States, 3) assessed only the feasibility of cost for providing MOUD in correctional settings, and 4) focused on MOUD treatment post-release rather than while incarcerated. See Fig. 1 for a diagram of the distillation process. Both authors separately reviewed and coded all 29 included articles for findings, conclusions, limitations, and the use of rigorous methodological procedures such as probability sampling, comparison groups, randomization to groups, biological verification of substance use, follow-up intervals, and intent-to-treat analyses. After independently coding each article, the authors met to reach agreement regarding the results, limitations, and implications of the included studies.

Fig. 1 Search and Distillation

Fig. 1 Search and Distillation

Results

Characteristics of included studies

The 29 included articles reported results from 22 distinct studies (see Table 1). Several of the studies published results across multiple articles, differentiated only by follow-up intervals and outcomes (e.g., Gordon et al., 2008; Kinlock et al., 2007; Kinlock et al., 2009). Among the 22 studies, half (11 of 22) implemented between-groups designs with randomization to at least one treatment group and either a control group (e.g. treatment-as-usual) or a comparison group (e.g. counseling-only). The other eleven studies implemented various non-experimental designs including retrospective case-control, quasi-experimental, and observational methodologies. The mean sample size among the included studies was 777 (SD = 3008; Skewness = 5.31), with a median of 200 and ranging from 15 to 16,349. Most studies utilized non-probability sampling methods with the exceptions of the Dole et al. (1969) study that used random selection and the Magura et al. (1993) study which used systematic sampling. Studies examined various types of MOUDs: nine looked at methadone only, three included buprenorphine only (including one study of buprenorphine/naloxone), six examined time-released naltrexone (XR-NTX) only, one looked at levo-alpha acetylmethadol (LAAM), and three examined more than one medication. Most of the studies took place in the Northeastern and Mid-Atlantic regions of the United States, and seven states were represented across the studies, listed here in order of how many studies were conducted in each state: New York (6), Maryland (5), Rhode Island (5), Connecticut (2), Massachusetts (2), New Mexico (1), and Pennsylvania (1). Most of the studies (13 of 22) examined people who had been incarcerated in jails only, while five studies examined those in prison, and four included samples of people incarcerated in either jails or prisons.

Table 1 Included Articles Grouped by Study/Trial in Chronological Order

Table 1 Included Articles Grouped by Study/Trial in Chronological Order

Community-based treatment engagement

Methadone

Several studies examined the effect of methadone on post-release community-based treatment engagement and found similar results. Magura et al. (1993) found that participants in a jail methadone treatment program entered and remained in community-based treatment at higher rates than non-participants. Haas et al. (2021) found that participants who received methadone treatment while incarcerated had higher rates of continuing methadone treatment in the community, and McKenzie et al. (2012) found that participants who started methadone treatment prior to release were significantly more likely to enter community-based treatment post-release. Moore et al. (2018) found that participants who continued methadone treatment while incarcerated were more likely to engage with community-based methadone treatment provider upon release. Brinkley-Rubinstein et al. (2018) found that participants who received methadone treatment prior to release from incarceration were significantly more likely than participants who did not receive methadone treatment prior to release to continuously engage in methadone treatment in the community during the 12-month follow-up period. Another study found that participants who received methadone treatment while incarcerated were significantly more likely than a counseling-only group to enter and continue in community-based treatment at 1-, 6-, and 12-months post-release (Gordon et al., 2008; Kinlock et al., 2007; Kinlock et al., 2009). A study by Rich et al. (2015) found that participants who were allowed to continue methadone treatment while incarcerated were two times as likely to return to community-based treatment within one month of release compared to participants who endured forced withdrawal. However, Schwartz et al. (2020) found that while significantly more participants in the methadone groups engaged in treatment compared to the treatment-as-usual group at 1-month post-release, there were no significant differences between groups in treatment engagement at 12-months post-release.

Tomasino et al. (2001) did not have a comparison group for the Key Extended Entry Program (KEEP) at Rikers Island, however they found that those who initiated or continued methadone during incarceration reported to community-based treatment 74% to 80% of the time over a 5-year program period. Prior treatment history was associated with reporting to community-based treatment, such that those who did not have a history of substance disorder prior to their incarceration were less likely to continue treatment in the community after release.

Buprenorphine

Several studies examined the effect of buprenorphine during incarceration on post-release community-based treatment engagement. One study found that participants who initiated buprenorphine treatment while incarcerated were more likely to enter community treatment soon after release and had spent more days in community treatment at 12-months post-release compared to those who initiated buprenorphine after release (Gordon et al., 2014; Gordon et al., 2017). Similarly, Zaller et al. (2013) found that participants who initiated buprenorphine/naloxone treatment while incarcerated entered community treatment in fewer days and engaged in treatment for longer periods compared to participants who initiated treatment post-release. A study by Magura et al. (2009) compared buprenorphine to methadone and found that participants who received buprenorphine treatment while incarcerated reported to post-release community treatment significantly more often than participants who received methadone treatment while incarcerated.

Naltrexone

Studies examining XR-NTX generally saw low rates of treatment participation after 1–2 months post-release. Farabee et al. (2020) found that 36% of participants who received XR-NTX plus patient navigation prior to release attended at least one post-release session and treatment retention was low throughout the follow-up period. Lee et al. (2015) found no significant difference in rates of community substance use treatment engagement when comparing those who received XR-NTX prior to release to those who received no medication, although 75% of participants in the naltrexone group received a second XR-NTX injection 1-month post-release, suggesting high levels of short-term post-release engagement for XR-NTX. Similarly, in a study by Gordon et al. (2015), 78% of the 27 participants who received XR-NTX prior to release received an injection 1 month after release, however only 10 (37%) completed all six monthly injections that were offered after release. Friedmann et al. (2018) found that 78% of those who received XR-NTX prior to release received more than one injection compared to 17% of those who started after release, and those in the pre-release XR-NTX group attended more treatment appointments post-release (46% vs. 22%). Lincoln et al. (2018) and Woody et al. (2021) also saw higher community treatment retention among those who started XR-NTX pre-release compared to those who started after release. In their qualitative study on barriers and experiences with MOUDs following release from jail, Velasquez et al. (2019) found that some participants stopped taking XR-NTX due to continued exposure to drug-using peers and a desire to feel the euphoric effects of illegal opioids.

Levo-alpha Acetylmethadol

In the only study of LAAM, Kinlock et al. (2005) found substantial differences between groups, with 95% of participants who received LAAM entering community-based treatment compared to 10% of the control group and nearly 50% of those in the LAAM group being retained in treatment at 6-months.

Opioid use

Methadone

Several studies examined the effect of methadone treatment during incarceration on post-release opioid use, generally finding that initiating or continuing methadone during incarceration was associated with reduced opioid use and injection drug use upon release. One study found that participants who continued methadone treatment while incarcerated were significantly less likely to report past 30-days heroin use and injection drug use at 12-months post-release compared to those who were forced to taper and withdraw during incarceration (Brinkley-Rubinstein et al., 2018; Rich et al., 2015). Another study found that participants who received methadone treatment and counseling while incarcerated were significantly less likely than a counseling-only group to have an opioid-positive urine sample at 1-, 6-, and 12-months post-release (Gordon et al., 2008; Kinlock et al., 2007; Kinlock et al., 2009). A study conducted by McKenzie et al. (2012) found that participants who received methadone treatment while incarcerated reported less heroin use, other opiate use, and injection drug use at 6-months post-release compared to those who were referred to methadone treatment after release. Dole et al. (1969) found that those assigned to methadone during incarceration were less likely to relapse and continue using once released compared to a control group, however results did not include hypothesis testing and suitable analyses. Another study found that engaging in community-based treatment post-release was associated with lower drug use (Magura et al., 1993). One study found no significant differences in opioid-positive urine screens at 12- and 24- months post-release between those receiving interim methadone during incarceration and those in treatment-as-usual (Schwartz et al., 2020; Schwartz et al., 2021).

Buprenorphine

Gordon et al. (2017) found no differences in post-release self-reported opioid use or opioid-positive urine screens between participants who received buprenorphine while incarcerated and a counseling-only control group. Zaller et al. (2013) found that none of the participants who initiated buprenorphine/naloxone while incarcerated reported any opioid use or injection drug use during the 6-month follow-up period, although there was not a significant difference between those who initiated buprenorphine/naloxone prior to release and those who initiated post-release. Magura et al. (2009) found no differences in post-release opioid use between participants who received buprenorphine treatment while incarcerated and a methadone treatment comparison group.

Naltrexone

Studies that examined the effects of starting XR-NTX while incarcerated on opioid use post-release were generally positive, at least during short-term follow-up periods after release. Lee et al. (2015) found that rates of opioid use at one-month post-release were lower among participants who received XR-NTX while incarcerated compared to those who did not receive medication. Friedmann et al. (2018) found that those who received XR-NTX prior to release had more days of confirmed abstinence during the first month post-release than those who started after release, and time to relapse was longer on average for the pre-release group as well. Gordon et al. (2015) studied participants who had their first XR-NTX injection prior to release, comparing those who received at least 6 injections to those who received fewer, finding that those who received at least 6 were significantly less likely to use opioids (assessed via urine and self-report) than those who received fewer. Studies by Farabee et al. (2020) and Woody et al. (2021) found no significant differences in post-release opioid use among participants who received XR-NTX compared to comparison groups who initiated XR-NTX after release or received enhanced treatment-as-usual.

Levo-alpha Acetylmethadol

One study examined the effect of LAAM treatment during incarceration on post-release opioid use. Kinlock et al. (2005) found no differences in post-release opioid use during a 9-month follow-up period between participants who received LAAM while incarcerated and those who did not.

Opioid-related overdoses

Methadone

Several studies examined the effect of methadone treatment during incarceration on post-release opioid-related overdoses. Brinkley-Rubinstein et al. (2018) found that participants who received methadone treatment while incarcerated were significantly less likely to experience a non-fatal overdose during the 12-month follow-up period. A retrospective case-control study with a large sample found that continuation of methadone during incarceration was associated with significantly lower rates of non-fatal overdoses post-release when compared to a control group who endured forced taper and withdrawal upon incarceration (Haas et al., 2021). Kinlock et al. (2009) observed that four opioid-related overdose deaths occurred during the 12-month post-release follow-up period among participants enrolled in counseling-only as compared to zero overdose deaths among those enrolled in methadone during incarceration. During their study which included a 24-month post-release follow-up period, Schwartz et al. (2021) noted that none of the 9 opioid-related deaths among their sample of 225 participants occurred during methadone treatment. Furthermore, of the 87 non-fatal opioid overdoses recorded during the 24-month follow-up period, only 4.6% occurred during methadone treatment.

Buprenorphine

Zaller et al. (2013) found that although the number of non-fatal overdoses experienced was small, none of the 11 participants who initiated buprenorphine while incarcerated reported an overdose during the 9-month follow-up period compared to 3 of the 25 participants who initiated buprenorphine post-release.

Naltrexone

Studies generally indicated higher overdose risk associated with abstinence-based treatment models involving XR-NTX, with all overdoses occurring after stopping XR-NTX. In a study by Lincoln et al. (2018) comparing pre-release vs. post-release initiation of XR-NTX, there were three overdose deaths, all in the pre-release group after they stopped XR-NTX. In the Woody et al. (2021) study, four died from overdoses after stopping XR-NTX including one who had started XR-NTX pre-release and three who started post-release. Both Lee et al. (2015) and Gordon et al. (2015) reported that no overdoses occurred during their studies examining XR-NTX.

All medications

Green et al. (2018) examined state mortality records before and after the Rhode Island Department of Corrections’ statewide implementation of MOUDs. They found that there was a 60.5% reduction in mortality amongst recently incarcerated individuals due to overdose deaths after the implementation of the state-wide program which continued MOUDs (methadone, buprenorphine, and naltrexone) during incarceration.

Criminal involvement

Methadone

The studies which examined the effect of methadone treatment on criminal involvement outcomes showed positive results, either indicating less risk of criminal involvement or no effect. Brinkley-Rubinstein et al. (2018) noted that a lower proportion of participants who continued methadone upon incarceration were re-incarcerated after release compared to participants in the forced withdrawal group, however the difference was not significant. Dole et al. (1969) found that those assigned to methadone during incarceration were less likely to have additional convictions compared to a control group during their 7-to-10-month follow-up period, however results did not include hypothesis testing nor suitable analyses. During an 11-year period of monitoring, 80% of KEEP participants returned to Rikers Island only once or twice (Tomasino et al., 2001). Moore et al. (2018) found that participants who received methadone from the same provider prior to, during, and after incarceration had a reduced risk of re-arrest, new charges, and re-incarceration, and Magura et al. (1993) found that being in treatment at follow-up was associated with lower criminal involvement. Another study found no differences in recidivism in participants who received methadone treatment while incarcerated compared to counseling-only comparison groups at 1-, 6-, and 12-months post-release (Gordon et al., 2008; Kinlock et al., 2007; Kinlock et al., 2009). Similarly, McKenzie et al. (2012) did not find any statistically significant differences in arrest history or re-incarceration between methadone treatment and control groups. Haas et al. (2021) found that continuing methadone treatment while in jail had no apparent effect on the rate of recidivism compared to those who were forced to taper and withdraw. Another study found no significant differences between groups in self-reported criminal behavior or number of reported arrests at 12- and 24-months post-release (Schwartz et al., 2020; Schwartz et al., 2021). One study that focused on the impact of methadone treatment in jail on subsequent arrests found no significant differences between groups for re-arrest at 12-months post-release (Kelly et al., 2020).

Buprenorphine

The studies which examined the effect of buprenorphine on criminal involvement outcomes were also positive, either indicating less risk of criminal involvement or no effect. Evans et al. (2022) found that fewer participants who received buprenorphine while incarcerated recidivated compared to a control group. Magura et al. (2009) found no differences between participants who received buprenorphine treatment while incarcerated and a methadone comparison group in self-reported re-arrests, self-reported severity of crime, or recidivism during a 3-month post-release follow-up period. A study conducted by Gordon et al. (2018) that focused on arrest outcomes found no significant differences between groups in the proportion of participants arrested, number of arrests, time to first arrest, or severity of charges. Another study conducted by Gordon et al. (2017) found no significant differences at 12-months post-release in self-reported days of crime between those that initiated buprenorphine in prison compared to those who initiated after release. Zaller et al. (2013) noted that while self-reported re-arrests during the follow-up period were generally low, all re-arrests occurred in the group that initiated buprenorphine post-release and none occurred among those who initiated buprenorphine while incarcerated. Additionally, participants who were not continuously receiving buprenorphine treatment during the follow-up period were more likely to report re-arrest at 6-months post-release (Zaller et al., 2013).

Naltrexone

Regarding the effect of XR-NTX on criminal involvement, Lee et al. (2015) found no significant differences in rates of recidivism between randomly assigned groups, but it should be noted that participants who completed at least two injections of XR-NTX post-release had significantly fewer rearrests compared to participants who only had one injection post-release and the no-medication control group. Gordon et al. (2015) found no differences in post-release criminal involvement between those who received at least six XR-NTX injections and those who received fewer. Farabee et al. (2020) also found no significant differences in post-release criminal involvement post-release between conditions involving XR-NTX and a no-medication condition.

Levacetylmethadol

Kinlock et al. (2005) found no significant differences in criminal activity between participants who received LAAM treatment while incarcerated compared to community treatment referral.

Quality and limitations of included studies

Several limitations of the included studies should be considered when interpreting their results and implications for future policy and research. Many of the included studies had samples comprised of only or mostly males (Brinkley-Rubinstein et al., 2018; Gordon et al., 2008; Haas et al., 2021; Kinlock et al., 2005; Kinlock et al., 2007; Kinlock et al., 2009; Lee et al., 2015; Moore et al., 2018) and most studies were conducted at a single site. So, the results discussed here may not be generalizable to the entire population of people who are incarcerated with OUD and should be applied with caution pending larger scale replications.

Ten of the included studies were non-experimental (see Table 1) which limits causal inferences from those studies’ results. However, the studies by Green et al. (2018) and Haas et al. (2021) had large sample sizes compared to the other reviewed studies and yielded some of the most convincing results regarding the effects of MOUDs on post-release opioid-related overdoses which occur at relatively low rates compared to other outcomes, thus necessitating larger sample sizes to detect treatment effects. It should also be noted that while many of the included studies set out to conduct true experiments, many had issues with consistency of randomization among samples used for analyses due to attrition during incarceration (e.g. voluntary withdrawal from medication, transfer to another correctional institute) and loss to follow-up often due to reincarceration (e.g., Gordon et al., 2008; Kelly et al., 2020; Kinlock et al., 2009; Lee et al., 2015).

Many studies, especially those that examined XR-NTX, had difficulty accessing participants for follow-up assessments due to reincarceration, housing instability, and other reasons. While biological confirmation of substance use is always preferred, Woody et al. (2021) were able to supplement their follow-up assessments by collecting data over the phone and via text messages. Many studies did not report providing incentives, and doing so may have increased response rates especially during longer follow-up periods.

Discussion

This article aimed to review current evidence that examined post-release outcomes associated with the use of MOUDs in prison and jail settings. Results showed compelling evidence supporting the use of MOUDs for currently incarcerated populations, with almost all studies showing that providing MOUDs during incarceration increases post-release community-based treatment engagement. Findings indicate that forced tapering and withdrawal during incarceration can lead to an increased risk of opioid-related death upon release into the community. There is strong evidence to support the adoption of MOUDs, especially methadone, in correctional institutes due to their association with decreased opioid use, injection drug use, and overdoses after release from incarceration. Examinations of post-release criminal involvement were also favorable, with studies showing that providing MOUDs during incarceration is either associated with lower criminal involvement post-release or no effect. While research among other populations has shown that the effectiveness of buprenorphine is comparable to methadone, more research on the adoption and implementation of buprenorphine in correctional settings is still needed.

Results indicated support for the effectiveness of methadone in correctional facilities to increase community treatment engagement, reduce opioid use, and reduce injection drug use post-release. These findings have important implications given the increased overdose risk that people with OUD experience when released from incarceration (Merrall et al., 2010). Decreases in injection drug use reduce the risk and spread of infectious diseases like HIV and hepatitis C (Wejnert et al., 2012; Thorpe et al., 2000). Recently there have been rapid increases in the use of illicitly manufactured fentanyls (IMFs) and related overdoses in the U.S. (Centers for Disease Control and Prevention, 2021). Due to it being a full agonist without a ceiling effect, methadone is likely the best MOUD for individuals entering jails and prisons dependent on high doses of IMFs and other opioids (Bromley et al., 2021).Results related to post-release criminal involvement were also supportive of providing MOUDs while incarcerated. There was no evidence that providing MOUDs during incarceration leads to increases in criminal involvement post-release, and it may be associated with reductions in criminality. Outcomes related to criminal involvement tended to be either lower among those who received MOUDs while incarcerated or roughly the same compared to those who did not. Several studies reported non-significant findings that were nonetheless favorable for providing MOUDs during incarceration. For example, Gordon et al. (2018) observed that mean number of arrests were lower and mean days until rearrest were higher among those who initiated buprenorphine while incarcerated compared to those who started in the community after being release. Similarly, Lee et al. (2015) found that re-incarceration rates were lower among those who started XR-NTX prior to release compared to those who did not, although not statistically significant. Studies that analyzed criminal involvement among those who did engage in post-release treatment showed reductions in re-arrest, new charges, and re-incarceration (Lee et al., 2015; Moore et al., 2018). Results showed substantial evidence for the effectiveness of MOUDs while incarcerated in increasing community-based treatment engagement post-release, therefore, these findings suggest that criminal involvement may be lowered among people who continue or initiate MOUDs while incarcerated and then continue to engage in community-based MOUDs after release.

Because XR-NTX is an antagonist and has no potential for misuse, it tends to be more acceptable to jail and prison administrators and thus may face fewer barriers to adoption. However, similar to research with other populations, results from the studies reviewed here indicate that XR-NTX is less effective than agonist treatments that are initiated during incarceration. Given that XR-NTX is the newest MOUD approved by the FDA, people with OUD often lack knowledge about it. Velasquez et al. (2019) found that most who were offered XR-NTX while incarcerated had never heard of it and were skeptical of its blockade effectiveness and its ability to reduce cravings. This lack of knowledge and skepticism towards XR-NTX’s effectiveness may lead to increased opioid use post-release that fades once individuals experience for themselves how XR-NTX works. Efforts to increase knowledge and exposure to XR-NTX among people with OUD are needed to increase its acceptability.

Providing XR-NTX shortly before release from incarceration may be an effective way to prevent relapse during the first 1–2 months after release, however this appears to accompany an increased risk of fatal overdose. Despite its questionable effectiveness and potential for increasing risk of overdose after stopping treatment, XR-NTX may be an important option for those who are not interested in agonist treatments. Studies examining XR-NTX often specifically recruited participants who were not interested in agonist treatments. Velasquez et al. (2019) found that those who opted to take XR-NTX often did so because they were not interested in agonist treatments for personal reasons, due to limited access to agonist treatments, or due to stigma associated with agonist treatments.

More research on continuing or initiating buprenorphine during incarceration is needed, especially given the fact that buprenorphine is more accessible to many participants who will re-enter rural and suburban communities. Buprenorphine is also more attractive to many individuals seeking recovery in the community since it is offered in office-based settings in contrast to methadone which is only offered at federally certified opioid treatment programs which require frequent visits and are highly stigmatized. Perhaps the office-based nature of buprenorphine treatment contributed to Magura et al. (2009) finding those who started buprenorphine while incarcerated were more likely to report to community treatment than those who started methadone prior to release. Velasquez et al. (2019) found that regulations, misinformation, and stigma associated with methadone affected treatment adherence, with some reporting that they took methadone while incarcerated only because they wanted to prevent withdrawals with the intention of tapering off and resuming illegal opioid use once they were released.

While research indicated that initiating or continuing MOUDs during incarceration led to increases in community treatment engagement post-release, attrition from community treatment was often high during longer follow-up periods, likely due to the many barriers that this population often encounters while seeking to engage in recovery services. Additional research should study barriers to accessing MOUDs that people involved in the criminal legal system with OUD may face post-release, particularly among women who are an understudied segment of this population.

Some studies were conducted in large prison systems while others were conducted in jails where sentences are generally shorter, allowing less time to initiate or continue MOUDs prior to release. Studies conducted in jails also experienced more difficulties with maintaining randomization counts due to participants being release earlier or later than expected and being transferred to other facilities. Many of the jails where studies were conducted were in large metropolitan locations and rival prisons in other parts of the country with regards to their capacity. In fact, nearly all of the studies were conducted in the densely populated Northeastern and Mid-Atlantic regions of the United States. More research is needed on the adoption and implementation of MOUDs in jails and prisons in other parts of the country, especially predominantly rural areas. It is not always the case that incarcerated individuals will be released into communities where there is sufficient access to MOUDs, particularly for those who initiate or continue methadone which tends to be absent from many rural areas. Buprenorphine and XR-NTX may be much better options for jails and prisons in predominantly rural regions since individuals continuing treatment in the community are more likely to have access to these MOUDs.

All people with OUD deserve access to evidence-based treatments whether incarcerated or not, however those who are already receiving MOUDs at the time of their arrest are an especially important group to provide MOUDs to throughout incarceration. In fact, the Department of Justice has issued guidance for the protections of people with OUD stating that those who are engaging in recovery by taking MOUDs at the time of their incarceration have a right to access MOUDs during incarceration and denying them access violates the Americans with Disabilities Act (U.S. Department of Justice, 2022). Most correctional systems, especially local jails, do not offer any type of MOUD during incarceration. The relatively few correctional systems that do provide MOUDs to those who are incarcerated only do so during the weeks or monthly leading up to release. For individuals who are incarcerated while currently taking methadone, buprenorphine, or illegal opioids in the community, forced withdrawal is unfortunately the norm across the United States. Transitioning from the community to a jail or prison is highly stressful and made exponentially more difficult for those who are forced to withdraw from opioids. Given the recent DOJ guidance and the inhumane nature of forced withdrawal from opioids, correctional systems must adopt and implement MOUDs not only for those who are about to be released but for all people with OUD throughout the time they are incarcerated. More research on continuing methadone and buprenorphine upon incarceration is also needed to examine post-release outcomes related to this policy.

Limitations of this review

This review is limited by the fact that it is based on a search of only peer-reviewed journals. There may be dissertations or studies in grey literature that were not reviewed. Due to the authors being fluent only in the English language, we did not include articles published in other languages which is a limitation. Also, we only included studies that were conducted in the U.S. because of the unique context of the U.S. criminal legal system, however it is important to acknowledge this as a limitation. The generalizability of the results reported on in this review are limited by the inclusion of only studies conducted in the U.S. and by fact that many of the included studies were concentrated in certain geographical regions, ones that include many large metro areas.

The results and implications of this review are limited by the fact that only a narrative review was conducted. Engaging in meta-analytic methods with the included studies was not feasible due to the heterogeneity of interventions and methods implemented across studies. Four different medications were represented across studies, and correctional facilities varied considerably in how these medications were implemented (i.e., length of medication treatment prior to release). Comparison groups also varied greatly with few studies including a true control group, making it difficult to isolate the impact of MOUDs during incarceration.

Conclusions

This review provides evidence to support the adoption and implementation of MOUDs in U.S. jails and prisons in order to continue or initiate these evidence-based treatments among incarcerated individuals with OUD. Based on the reviewed studies, there are major implications for correctional facilities nationally. All forms of MOUDs should be available to those who are incarcerated in the United States, either to initiate these evidence-based treatments for OUD while incarcerated or to continue treatment that began in the community and prevent forced withdrawal. Findings suggest that providing MOUDs to people who are incarcerated increases the likelihood that they will engage in treatment post-release while decreasing their risk of relapse post-release, all without increasing criminal involvement. Recidivism and reincarceration are costly to society and these results suggest that implementation of MOUDs in correctional institutions is not only feasible and humane, but it is also an important component of providing those with OUD who are incarcerated with the best chance of successful reintegration into communities upon release.

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Abstract

## Background: Continuation or initiation of MOUDs during incarceration could improve post-release outcomes by preventing return to opioid use and reducing risk of overdose. People with OUD involved in the criminal legal system are a vulnerable population, yet little research has comprehensively examined post-release outcomes associated with receiving MOUDs in jail and prison settings.

## Methods: The authors conducted a review of published peer-reviewed literature on post-release outcomes associated with the use of MOUDs in correctional settings to determine implications for further research and policy.

## Results: Results showed compelling evidence supporting the use of MOUDs for currently incarcerated populations, with almost all studies showing that MOUDs provided during incarceration increased community-based treatment engagement post-release. There is also evidence that initiating or continuing MOUDs during incarceration is associated with decreased opioid use and overdoses post-release, without increasing criminal involvement.

## Conclusions: Findings indicate that forcing tapering and withdrawal during incarceration can have dire consequences upon release into the community. Initiating or continuing MOUDs during incarceration reduces the risk for opioid use and overdose upon release by maintaining opioid tolerance and increasing community treatment engagement.

Summary

This academic review synthesizes peer-reviewed literature on post-release outcomes for incarcerated individuals with opioid use disorder (OUD) who received medication for opioid use disorder (MOUD) while incarcerated. The analysis focuses on the impact of MOUD provision on community-based treatment engagement, opioid use, overdose rates, and criminal involvement following release. Methodological limitations of included studies are discussed, and implications for correctional policy and future research are considered.

Method

A systematic literature review was conducted using PsycINFO, PubMed, and Web of Science databases. Searches employed keywords related to incarceration, post-release outcomes, and MOUDs (including methadone, buprenorphine, naltrexone, and levo-alpha acetylmethadol). Inclusion criteria prioritized empirical studies of U.S. incarcerated populations examining post-release outcomes linked to in-prison MOUD use. Rigorous methodological features, including sampling methods and analytical techniques, were evaluated across included studies.

Results

Analysis of 29 articles from 22 distinct studies revealed a strong association between in-prison MOUD provision and increased post-release engagement in community-based treatment. Methadone consistently demonstrated positive effects on treatment engagement, reduced opioid use, and lower overdose rates. Buprenorphine showed promise, although further research is needed. Naltrexone exhibited mixed results, with potential benefits in short-term opioid abstinence but a possible increased risk of overdose following cessation. Findings regarding criminal involvement were generally favorable, indicating no increased risk or even potential decreases associated with in-prison MOUD.

Discussion

The findings strongly support the implementation of MOUDs, particularly methadone, in correctional settings. This approach demonstrably improves post-release treatment engagement, reduces opioid-related harms, and may mitigate recidivism. While buprenorphine shows promise, further research is warranted. The role of naltrexone requires careful consideration given the observed risk of overdose upon discontinuation. Methodological limitations, including study design and sample characteristics, necessitate cautious interpretation and call for larger-scale, more rigorous studies. The specific needs of incarcerated women and the contextual factors of geographic location (urban vs. rural) warrant further investigation. The review highlights the ethical imperative of providing access to MOUDs, especially for those already receiving treatment prior to incarceration, in alignment with legal guidance emphasizing the rights of individuals with OUD.

Limitations of this review

This review's scope is limited to peer-reviewed English-language publications from the U.S., potentially excluding relevant international research or grey literature. Heterogeneity across included studies, in terms of MOUD type and study design, precluded meta-analysis, restricting the capacity for quantitative synthesis of findings. The narrative synthesis approach may have overlooked nuances within the data.

Conclusions

The reviewed evidence overwhelmingly supports the integration of MOUDs into U.S. correctional systems to enhance post-release outcomes for incarcerated individuals with OUD. The provision of MOUD during incarceration promotes community treatment engagement, reduces opioid-related harms, and may decrease recidivism. Addressing limitations and expanding research to include understudied populations and geographic contexts is crucial for informing comprehensive and effective correctional policies.

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Abstract

## Background: Continuation or initiation of MOUDs during incarceration could improve post-release outcomes by preventing return to opioid use and reducing risk of overdose. People with OUD involved in the criminal legal system are a vulnerable population, yet little research has comprehensively examined post-release outcomes associated with receiving MOUDs in jail and prison settings.

## Methods: The authors conducted a review of published peer-reviewed literature on post-release outcomes associated with the use of MOUDs in correctional settings to determine implications for further research and policy.

## Results: Results showed compelling evidence supporting the use of MOUDs for currently incarcerated populations, with almost all studies showing that MOUDs provided during incarceration increased community-based treatment engagement post-release. There is also evidence that initiating or continuing MOUDs during incarceration is associated with decreased opioid use and overdoses post-release, without increasing criminal involvement.

## Conclusions: Findings indicate that forcing tapering and withdrawal during incarceration can have dire consequences upon release into the community. Initiating or continuing MOUDs during incarceration reduces the risk for opioid use and overdose upon release by maintaining opioid tolerance and increasing community treatment engagement.

Summary

This review analyzes peer-reviewed literature on post-release outcomes for incarcerated individuals with opioid use disorder (OUD) who received medication for opioid use disorder (MOUD) while incarcerated. The findings strongly suggest that providing MOUDs during incarceration significantly improves post-release outcomes.

Method

A systematic literature review was conducted using PsycINFO, PubMed, and Web of Science databases. Inclusion criteria focused on empirical studies conducted in the U.S. examining post-release outcomes related to MOUD use during incarceration. After screening titles and abstracts, a total of 29 articles met the inclusion criteria. These articles were then coded for findings, conclusions, and methodological rigor.

Results

The 29 included articles reported results from 22 distinct studies. Study designs varied, with approximately half utilizing randomized controlled or comparison group designs. Sample sizes ranged significantly. The studies examined the effects of methadone, buprenorphine, naltrexone (XR-NTX), and levo-alpha acetylmethadol (LAAM) on various post-release outcomes.

Community-based Treatment Engagement

Across multiple MOUDs, studies consistently demonstrated that initiating or continuing MOUD during incarceration increased engagement in community-based treatment post-release. Methadone showed particularly strong positive effects. While XR-NTX showed some short-term positive effects, longer-term engagement was lower.

Opioid Use

MOUDs, especially methadone, were associated with reduced post-release opioid use and injection drug use. Buprenorphine showed mixed results. XR-NTX yielded positive short-term results but longer-term effects were less consistent.

Opioid-Related Overdoses

Providing MOUDs during incarceration, particularly methadone, was strongly associated with a significant reduction in post-release opioid-related overdoses and deaths. Conversely, cessation of XR-NTX was linked to an increased risk of overdose.

Criminal Involvement

Studies generally indicated either no effect or a reduction in post-release criminal involvement for those who received MOUDs during incarceration. No study showed increased criminal involvement due to MOUD provision.

Quality and Limitations of Included Studies

The review acknowledges limitations in the included studies, including sample demographics (predominantly male), geographical concentration (Northeast and Mid-Atlantic U.S.), methodological variations, and challenges in follow-up due to reincarceration and other factors.

Discussion

The reviewed literature provides robust evidence supporting the implementation of MOUDs in correctional facilities. Methadone demonstrated particularly strong positive effects across multiple outcomes. While XR-NTX showed promise for short-term relapse prevention, its overall effectiveness and potential risks warrant further investigation. The need for expanded research on buprenorphine in correctional settings, as well as addressing barriers to post-release treatment engagement, is highlighted.

Limitations of this Review

The review is limited by its reliance on English-language, peer-reviewed articles, excluding potentially relevant grey literature and non-English studies. The focus on U.S. studies restricts generalizability. The narrative review format limits the use of meta-analytic techniques due to study heterogeneity.

Conclusions

This review strongly supports widespread adoption and implementation of MOUDs in U.S. jails and prisons to improve post-release outcomes for incarcerated individuals with OUD. Providing MOUDs, particularly methadone, during incarceration is shown to increase community treatment engagement, decrease opioid use and overdose risk, and not increase criminal involvement. Further research focusing on buprenorphine, addressing post-release barriers to treatment, and expanding geographical representation is needed.

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Abstract

## Background: Continuation or initiation of MOUDs during incarceration could improve post-release outcomes by preventing return to opioid use and reducing risk of overdose. People with OUD involved in the criminal legal system are a vulnerable population, yet little research has comprehensively examined post-release outcomes associated with receiving MOUDs in jail and prison settings.

## Methods: The authors conducted a review of published peer-reviewed literature on post-release outcomes associated with the use of MOUDs in correctional settings to determine implications for further research and policy.

## Results: Results showed compelling evidence supporting the use of MOUDs for currently incarcerated populations, with almost all studies showing that MOUDs provided during incarceration increased community-based treatment engagement post-release. There is also evidence that initiating or continuing MOUDs during incarceration is associated with decreased opioid use and overdoses post-release, without increasing criminal involvement.

## Conclusions: Findings indicate that forcing tapering and withdrawal during incarceration can have dire consequences upon release into the community. Initiating or continuing MOUDs during incarceration reduces the risk for opioid use and overdose upon release by maintaining opioid tolerance and increasing community treatment engagement.

Summary

Studies show that providing medication for opioid use disorder (MOUD) to incarcerated people increases their engagement in community-based treatment after release. This is supported by evidence linking MOUDs in correctional facilities to decreased opioid use, injection drug use, and overdoses post-release. Forcing withdrawal during incarceration, conversely, raises the risk of overdose and death after release.

Community-Based Treatment Engagement

Multiple studies show that methadone treatment during incarceration significantly increases participation in community-based treatment post-release. Similar positive effects are seen with buprenorphine. Naltrexone shows less consistent results, with lower treatment engagement post-release, though pre-release initiation may still improve short-term engagement. A study on levo-alpha acetylmethadol (LAAM) showed extremely high rates of community treatment engagement among those who received it during incarceration.

Opioid Use

Providing methadone during incarceration is associated with reduced post-release opioid and injection drug use. Buprenorphine results are less consistent, showing either no difference or a slight decrease in opioid use. Naltrexone shows mixed results. Some studies found reduced opioid use in the short term post-release, but others found no significant differences compared to control groups. The LAAM study showed no difference in post-release opioid use.

Opioid-Related Overdoses

Studies suggest that methadone treatment during incarceration significantly decreases the risk of post-release overdoses. Buprenorphine may also reduce overdose risk, while naltrexone results are mixed, with some studies indicating potential increased risk after stopping the medication. A study showed a significant reduction in overdose deaths after a state-wide implementation of MOUDs in correctional facilities.

Criminal Involvement

Methadone treatment during incarceration shows either a decrease or no change in criminal activity after release. Buprenorphine studies show similar results. Naltrexone studies mostly showed no effect on post-release criminal involvement. The LAAM study found no difference in criminal activity between treatment and control groups.

Quality and Limitations of Included Studies

Many studies have limitations including small sample sizes, lack of randomization, and difficulties with participant follow-up. These factors limit the ability to make definitive conclusions. The studies also disproportionately focused on men and certain geographic regions.

Discussion

The evidence strongly supports using MOUDs, especially methadone, in correctional settings to improve post-release outcomes. Methadone's effectiveness in reducing overdose risk and drug use is particularly significant, especially given the increasing prevalence of fentanyl. While buprenorphine shows promise, more research is needed. Naltrexone's effectiveness is more limited, and its use may even increase overdose risk if stopped suddenly. Many studies had issues with maintaining randomization due to attrition among incarcerated people and those released.

Limitations of This Review

This review is limited by its focus on English-language peer-reviewed articles, excluding studies from other sources and languages. Its focus on US studies also limits generalizability. The heterogeneity of methods across studies prevented meta-analysis.

Conclusions

This review shows a strong case for expanding MOUD access in US jails and prisons. Providing MOUDs—to start or continue treatment—reduces post-release relapse, improves community treatment engagement, and doesn't appear to increase criminal activity. Further research is needed, especially on buprenorphine and on addressing barriers to treatment post-release.

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Abstract

## Background: Continuation or initiation of MOUDs during incarceration could improve post-release outcomes by preventing return to opioid use and reducing risk of overdose. People with OUD involved in the criminal legal system are a vulnerable population, yet little research has comprehensively examined post-release outcomes associated with receiving MOUDs in jail and prison settings.

## Methods: The authors conducted a review of published peer-reviewed literature on post-release outcomes associated with the use of MOUDs in correctional settings to determine implications for further research and policy.

## Results: Results showed compelling evidence supporting the use of MOUDs for currently incarcerated populations, with almost all studies showing that MOUDs provided during incarceration increased community-based treatment engagement post-release. There is also evidence that initiating or continuing MOUDs during incarceration is associated with decreased opioid use and overdoses post-release, without increasing criminal involvement.

## Conclusions: Findings indicate that forcing tapering and withdrawal during incarceration can have dire consequences upon release into the community. Initiating or continuing MOUDs during incarceration reduces the risk for opioid use and overdose upon release by maintaining opioid tolerance and increasing community treatment engagement.

Summary

Giving medicine for opioid addiction to people in jail helps them get better care after they leave. There's good proof that this helps people use less drugs and reduces overdoses. Forcing people to stop taking medicine in jail makes it riskier for them after they're released.

Highlights

Giving medicine for opioid addiction to people in jail helps them get better care after they leave. There's good proof that this helps people use less drugs and reduces overdoses. Forcing people to stop medicine in jail is risky.

Community-based treatment engagement

Many studies showed that people who got medicine for opioid addiction while in jail were more likely to keep getting treatment after they got out. This was true for different kinds of medicine. One type of medicine, naltrexone, didn't show the same results.

Opioid use

Studies found that people who took medicine for opioid addiction in jail used less heroin and other opioids after they got out. Again, naltrexone didn't show the same results as the other medicines.

Opioid-related overdoses

Giving medicine for opioid addiction in jail helped lower the chances of overdose after release. This was especially true for methadone. Naltrexone didn't have the same effect.

Criminal involvement

Studies showed that getting medicine for opioid addiction in jail didn't make people more likely to get in trouble with the law. In fact, it might even help reduce criminal activity.

Quality and limitations of included studies

Some studies were better than others. Many studies only looked at men. Some used ways to study that didn't show cause and effect. It was hard to keep track of some people after they got out of jail.

Discussion

This review shows that giving medicine for opioid addiction in jail is a good idea. It helps people get and stay in treatment, use less drugs, and reduces overdoses. Methadone seemed to be the best medicine. Naltrexone didn’t help as much. More study is needed on buprenorphine.

Limitations of this review

This review only looked at studies written in English and published in science journals. It only looked at studies done in the U.S. The studies were different, making it hard to compare them all.

Conclusions

Giving medicine for opioid addiction in jail is good. It helps people get better after they leave. It doesn't make them more likely to break the law. All kinds of medicine for opioid addiction should be available in jail.

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Footnotes and Citation

Cite

Cates, L., & Brown, A. R. (2023). Medications for opioid use disorder during incarceration and post-release outcomes. Health & Justice, 11(1), 4.

    Highlights