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Although effective evidence-based interventions (EBIs) exist, racial/ethnic minority individuals with lower income are less likely to have access to these interventions and may experience greater stigma in the health care system, resulting in disproportionate rates of morbidity and mortality. Peer recovery specialists (PRSs) may be uniquely suited to address barriers faced by those from impoverished areas; however, peers have not traditionally been trained in implementing EBIs. The current open-label trial (N = 8) was performed to evaluate implementation and preliminary effectiveness of an adapted EBI supporting recovery, linkage to treatment, and reduced depression. Results suggest the intervention was feasible, acceptable, and appropriate for linking individuals from a community setting to substance use treatment and could be delivered with fidelity by a peer interventionist. Participants who completed the intervention demonstrated clinically reliable decreases in substance use and depressive symptoms. Findings provide initial support for PRS dissemination of EBIs to increase linkage to care and support recovery in traditionally underserved populations. [Journal of Psychosocial Nursing and Mental Health Services, 61(11), 23-31.].
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Depressão , Transtornos Relacionados ao Uso de Substâncias , Humanos , Depressão/terapia , Etnicidade , Estudos de Viabilidade , Grupos Minoritários , Transtornos Relacionados ao Uso de Substâncias/terapiaRESUMO
We examined how much 62 adult community clients working with 26 doctoral student therapists in the 10th session of individual, open-ended, psychodynamic psychotherapy engaged in affective and cognitive-behavioral exploration preceding and following four different therapist skills (restatement, reflection of feelings, open question for thoughts, open question for feelings). Overall, therapists used more skills focused on thoughts than feelings. At the between-therapists level, therapists tended to use more skills focused on affect when antecedent client affective exploration was high. An increase in affective exploration was associated with skills focused on feelings, however, clients low in attachment anxiety showed a decrease in affective exploration in response to paraphrases (i.e., restatements and reflections of feelings). Open questions for feelings were associated with an increase in cognitive-behavioral exploration, especially for clients low in attachment anxiety. Implications for practice and research are discussed. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Psicoterapia Psicodinâmica , Adulto , Ansiedade/psicologia , Ansiedade/terapia , Transtornos de Ansiedade/terapia , Emoções , Humanos , Relações Profissional-Paciente , PsicoterapiaRESUMO
BACKGROUND: Patients' perceptions and experiences of stigma related to substance use and methadone treatment are barriers to successful treatment of opioid use disorder, particularly among low-income and medically underserved populations. Interventions led by peer recovery specialists (PRSs) may shift stigma-related barriers. This study sought to evaluate shifts in substance use and methadone treatment stigma in the context of an evidence-based behavioral intervention adapted for PRS delivery to support methadone treatment outcomes. METHODS: We recruited patients who had recently started methadone treatment or demonstrated difficulty with adherence from a community-based program (N = 37) for an open-label pilot study of a 12-session behavioral activation intervention led by a PRS interventionist. Participants completed substance use and methadone treatment stigma assessments and the SIP-R, a brief measure of problems related to substance use, at baseline, mid-point (approximately six weeks), and post-treatment (approximately 12 weeks). Generalized estimating equations assessed change in total stigma scores between baseline and post-treatment as well as change in stigma scores associated with change in SIP-R responses. RESULTS: There was a statistically significant decrease in substance use stigma (b(SE)=-0.0304 (0.0149); p = 0.042) from baseline to post-treatment, but not methadone treatment stigma (b(SE)=-0.00531 (0.0131); p = 0.68). Decreases in both substance use stigma (b(SE)=0.5564 (0.0842); p < 0.001) and methadone treatment stigma (b(SE)=0.3744 (0.1098); p < 0.001) were associated with a decrease in SIP-R scores. CONCLUSIONS: PRS-led interventions have potential to shift substance use stigma, which may be associated with decrease in problems related to substance use, and therefore merit further testing in the context of randomized controlled trials.
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Metadona , Tratamento de Substituição de Opiáceos , Transtornos Relacionados ao Uso de Opioides , Grupo Associado , Estigma Social , Humanos , Masculino , Feminino , Metadona/administração & dosagem , Metadona/uso terapêutico , Adulto , Transtornos Relacionados ao Uso de Opioides/reabilitação , Projetos Piloto , Pessoa de Meia-Idade , Terapia Comportamental/métodos , Transtornos Relacionados ao Uso de Substâncias/reabilitação , Resultado do TratamentoRESUMO
There is a striking disparity between the number of individuals with significant mental health concerns and those who are able to access care globally. One promising solution to expanding the mental health taskforce is task-sharing, or employing nonspecialists in the delivery of evidence-based interventions. Behavioral activation (BA), a brief intervention that focuses on scheduling rewarding activities into one's daily life, may have promise for delivery using task-sharing approaches due to its straightforward, flexible nature. The aim of this systematic review was to examine the current state of the literature on non-specialist-delivered BA and evaluate the evidence base of this approach. Three databases (Pubmed, PsycInfo, and Cochrane) were searched, and all articles were screened for inclusion criteria by two research assistants, included the review of titles, abstracts, and full-text. The final dataset consisted of 13 research studies, represented through 15 articles. A meta-analysis was conducted to examine the overall pooled effects of peer-delivered BA on depressive symptoms (the most widely examined clinical outcome). Studies reported on effectiveness and implementation outcomes of non-specialist-delivered BA for depression, substance use, loneliness, trauma survivors, and individuals with comorbid physical health conditions. Results provide initial support for the effectiveness of BA utilizing a task-sharing approach, and highlight the feasibility and acceptability of using nonspecialists to deliver BA in a variety of contexts, including low-resource settings.
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Terapia Cognitivo-Comportamental , Depressão , Humanos , Terapia Comportamental , Terapia Cognitivo-Comportamental/métodos , Saúde Mental , SolidãoRESUMO
BACKGROUND: Despite efficacy of medication for opioid use disorder, low-income, ethno-racial minoritized populations often experience poor opioid use disorder treatment outcomes. Peer recovery specialists, individuals with lived experience of substance use and recovery, are well-positioned to engage hard-to-reach patients in treatment for opioid use disorder. Traditionally, peer recovery specialists have focused on bridging to care rather than delivering interventions. This study builds on research in other low-resource contexts that has explored peer delivery of evidence-based interventions, such as behavioral activation, to expand access to care. METHODS: We sought feedback on the feasibility and acceptability of a peer recovery specialist-delivered behavioral activation intervention supporting retention in methadone treatment by increasing positive reinforcement. We recruited patients and staff at a community-based methadone treatment center and peer recovery specialist working across Baltimore City, Maryland, USA. Semi-structured interviews and focus groups inquired about the feasibility and acceptability of behavioral activation, recommendations for adaptation, and acceptability of working with a peer alongside methadone treatment. RESULTS: Participants (N = 32) shared that peer recovery specialist-delivered behavioral activation could be feasible and acceptable with adaptations. They described common challenges associated with unstructured time, for which behavioral activation could be particularly relevant. Participants provided examples of how a peer-delivered intervention could fit well in the context of methadone treatment, emphasizing the importance of flexibility and specific peer qualities. CONCLUSIONS: Improving medication for opioid use disorder outcomes is a national priority that must be met with cost-effective, sustainable strategies to support individuals in treatment. Findings will guide adaptation of a peer recovery specialist-delivered behavioral activation intervention to improve methadone treatment retention for underserved, ethno-racial minoritized individuals living with opioid use disorder.
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Terapia Comportamental , Transtornos Relacionados ao Uso de Opioides , Humanos , Grupos Focais , Metadona/uso terapêutico , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológicoRESUMO
BACKGROUND: The peer recovery specialist (PRS) workforce has rapidly expanded to increase access to substance-use disorder services for underserved communities. PRSs are not typically trained in evidence-based interventions (EBIs) outside of motivational interviewing, although evidence demonstrates the feasibility of PRS delivery of certain EBIs, such as a brief behavioral intervention, behavioral activation. However, characteristics that predict PRS competency in delivering EBIs such as behavioral activation remain unknown, and are critical for PRS selection, training, and supervision if the PRS role is expanded. This study aimed to explore the outcomes of a brief PRS training period in behavioral activation and identify predictors of competence. METHOD: Twenty PRSs in the United States completed a two-hour training on PRS-delivered behavioral activation. Participants completed baseline and post-training assessments, including roleplay and assessments of PRS characteristics, attitudes towards EBIs, and theoretically relevant personality constructs. Roleplays were coded for competence (behavioral activation specific and PRS skills more broadly, i.e., PRS competence) and changes were assessed from baseline to post-training. Linear regression models tested factors predicting post-training competence, controlling for baseline competence. RESULTS: There was a significant pre-post increase in behavioral activation competence (t = -7.02, p < 0.001). Years working as a PRS significantly predicted post-training behavioral activation skills (B = 0.16, p = 0.005). No variables predicted post-training PRS competence. CONCLUSIONS: This study provides preliminary evidence that behavioral activation may be appropriate for dissemination to PRSs through brief trainings, particularly for PRSs with more work experience. However, additional research is needed to examine predictors of competence among PRSs.
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Terapia Comportamental , Entrevista Motivacional , Humanos , Estados Unidos , Projetos PilotoRESUMO
BACKGROUND: Although medications for opioid use disorder (MOUD) are efficacious treatments for opioid use disorder, retention remains low. Peer recovery specialists (PRSs), individuals with lived substance use and recovery experience, may be particularly well-suited to support patients receiving MOUD. While PRSs are rarely trained in evidence-based behavioral interventions other than motivational interviewing, preliminary evidence suggests that peers can deliver brief behavioral interventions, such as behavioral activation, with efficacy and fidelity. This qualitative study sought to explore patient perspectives on receiving an adapted PRS-delivered behavioral activation intervention (Peer Activate) to support patients receiving methadone treatment. METHODS: The sample (N = 26) included patients recently starting or demonstrating challenges with adherence at a community-based methadone treatment program who received the Peer Activate intervention in a pilot trial. Participants were invited to participate in in-depth, semi-structured interviews at study completion or discontinuation, assessing perceived acceptability and feasibility of Peer Activate, and stigma-related barriers. Interview transcripts were coded using codebook/template thematic analysis. RESULTS: Analysis revealed the importance of two areas to promote intervention acceptability: 1) connection with intervention content and skill building, and 2) valued PRS-specific qualities. Intervention flexibility was found to promote feasibility of the intervention in the context of chaotic and challenging life circumstances. Additionally, participants described stigma towards substance use and methadone treatment as potential barriers to engaging in methadone treatment. CONCLUSION: Results support the acceptability and feasibility to patients of this PRS-delivered behavioral activation intervention in the context of outpatient MOUD treatment among a low-income, majority racially minoritized patient population. Future intervention adaptation and implementation should focus on incorporating content related to relationships and interpersonal skills; balancing behavioral intervention content with system navigation support; maintaining flexibility; and further investigation of the impact of individual PRS attributes, including shared lived experiences, on intervention acceptability and shifts in stigma.
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Terapia Comportamental , Transtornos Relacionados ao Uso de Opioides , Humanos , Pacientes , Metadona/uso terapêutico , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Avaliação de Resultados da Assistência ao PacienteRESUMO
BACKGROUND: Globally, there is a treatment gap for substance use treatment and harm reduction services. As peer-delivered interventions expand to address this gap in both high-income countries (HICs) and low and middle-income countries (LMICs), they provide an opportunity to examine mutual capacity building, the bidirectional exchange of ideas between distinct settings to address common challenges. METHODS: The aim of this study was to explore the perspectives of patients in Cape Town and Baltimore about the acceptability and feasibility of a peer-delivered intervention using a combined qualitative analysis across a HIC and LMIC. Semi-structured qualitative interviews were conducted with participants in pilot trials in Cape Town, South Africa and Baltimore, USA (n=55). Across both trials, participants received a peer-delivered behavioral intervention focused on problem solving strategies for medication adherence, behavioral activation, and other cognitive-behavioral skills. The datasets from each location were merged and analyzed jointly using thematic analysis to develop codes and themes. Transcripts were coded to theoretical saturation (n=21 from Baltimore, n=16 from Cape Town). RESULTS: Participants highlighted what they valued about the peer-delivered intervention: 1) behavioral skills learned, 2) relationship with the peer, 3) ability to help others based on what they learned, 4) improved adherence to HIV or substance use medications, and 5) changes in substance use behaviors. In Baltimore, participants were typically more focused on their supportive relationship with the peer, which contrasted with many other relationships in their lives. In Cape Town, many participants highlighted the value of the skills they learned, such as mindfulness and activity scheduling. CONCLUSIONS: Across sites, participants valued that the peer could support them to accomplish meaningful life goals beyond substance use recovery, such as building relationships or health. Differences between settings may highlight the importance of tailoring peer interventions to fill context-specific gaps in available services.
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Fortalecimento Institucional , Transtornos Relacionados ao Uso de Substâncias , Humanos , Estados Unidos , África do Sul , Acessibilidade aos Serviços de Saúde , Transtornos Relacionados ao Uso de Substâncias/terapia , Terapia ComportamentalRESUMO
INTRODUCTION: Successful engagement with medication treatment for opioid use disorder is an important focus in reducing mortality associated with the opioid crisis. Mortality remains at unacceptably high levels, pointing to a need for improved understanding of factors that affect medication for opioid use disorder outcomes. This study aims to understand how barriers co-occur and interact to interfere with outcomes in methadone treatment for a low-income, underserved patient population with opioid use disorder. METHODS: This study was conducted at a community-based drug treatment center that serves a predominately low-income, racially diverse population. Guided by the social-ecological framework, we analyzed semi-structured interviews and focus groups with patients and providers working in opioid use disorder care and recovery across Baltimore City (N = 32) to assess factors that influence methadone treatment outcomes, and how barriers co-occur and interact to worsen treatment outcomes. The study used patient-centered definitions to describe successful treatment outcomes. RESULTS: Barriers described by both patients and providers fit into several broad levels: individual, interpersonal, institutional, community, and stigma. Participants described co-occurrence of many barriers. Further, the study identified potential interactive effects, such that interrelated barriers were seen as fueling one another and having a deleterious effect on treatment outcomes. Specifically, interrelationships between barriers were described for 1) unstable housing with social influences and mental health factors; 2) transportation with poor physical health and other competing responsibilities; 3) treatment program policies and schedule with competing responsibilities; and 4) stigma with poor physical and mental health. CONCLUSIONS: Understanding barriers to successful medication for opioid use disorder outcomes and considering their co-occurrence may help to identify and promote interventions to mitigate their impact. This work is intended to guide future research to adapt conceptual frameworks for understanding psychosocial and structural barriers affecting opioid use disorder treatment and ultimately intervention efforts to improve treatment outcomes.
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Transtornos Relacionados ao Uso de Opioides , Populações Vulneráveis , Humanos , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Metadona/uso terapêutico , Pobreza , Grupos FocaisRESUMO
Approximately one-third of people living with human immunodeficiency virus (HIV) in South Africa (SA) present to HIV care with unhealthy alcohol use (UA); depression is highly prevalent among this population. Internalized HIV and UA stigma have been associated with greater depressive symptoms when examined in isolation. Yet, prior research has rarely examined how internalized HIV and UA stigmas together relate to depressive symptoms and related outcomes. This study examined how internalized stigma around HIV and UA together are associated with depressive symptoms, related social and work/school impairments, and cognitive and behavioral processes associated with depression (activation, rumination). Data were drawn from the baseline assessment (N=64) of a behavioral intervention trial focused on improving UA and ART adherence. Participants were categorized based on combined internalized alcohol and HIV stigma scores (low vs. high on each). Regression models examined associations between each stigma category with the following outcomes: depressive symptoms, work/school impairment, and activation/rumination Compared to participants low in both stigmas, being high in both HIV and alcohol internalized stigmas was significantly associated with greater depressive symptoms (B = .38, p = .01), lower activation (B = -4.19, p = .04), greater rumination (B = 5.72, p = .02), and greater work/school impairment (B = 3.94, p = .01). High internalized alcohol (B = -5.97, p = .009) or HIV stigma (B = -5.25, p = .02) alone was significantly associated with lower activation. This study provides preliminary understanding how multiple layers of internalized stigma together relate to psychosocial outcomes among people living with HIV (PLWH) in SA.
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INTRODUCTION: A substantial, national need exists for culturally acceptable, accessible opioid use disorder (OUD) treatment. Medication for opioid use disorder (MOUD) is regarded as effective in treating OUD; however, retention in MOUD programs remains low nationally. One known barrier to MOUD retention is stigma, particularly within ethno-racial minority communities. Peer recovery specialists (PRSs), individuals with shared experience in substance use and recovery, may be particularly well suited to support patients in MOUD treatment, and may have capacity to play a key role in decreasing stigma-related barriers to MOUD retention. METHODS: This study used qualitative methods to solicit feedback on how patients receiving methadone treatment (MT) experience stigma (i.e., toward substance use [SU] and MT). Study staff also gathered information regarding how a PRS role may reduce stigma and improve retention in care, including barriers and facilitators to the PRS role shifting stigma. Study staff conducted semi-structured qualitative interviews and focus groups (N = 32) with staff and patients receiving MT at an opioid treatment program as well as PRSs in Baltimore. RESULTS: Participants identified experiences of internalized, as well as enacted and anticipated, MT and SU stigma, and described these as barriers to treatment. Participants also identified opportunities for PRSs to shift stigma-related barriers for patients receiving MT through unique aspects of the PRS role, such as their shared lived experience. CONCLUSIONS: Reducing stigma surrounding SUD and MT is critical for improving MOUD outcomes, and future research may consider how the PRS role can support this effort.
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Buprenorfina , Transtornos Relacionados ao Uso de Opioides , Analgésicos Opioides/uso terapêutico , Buprenorfina/uso terapêutico , Humanos , Tratamento de Substituição de Opiáceos , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Estigma SocialRESUMO
Interventions led by peer recovery specialists (PRSs) have rapidly expanded in response to a global shortage of access to substance use treatment. However, there is a lack of guidance on how to incorporate PRSs' lived experience into the delivery of evidence-based interventions (EBIs). Moreover, few resources exist to assess fidelity that integrate both content fidelity, peer competence, and incorporation of lived experience (i.e., PRS role fidelity). This study aimed to: (1) describe a novel PRS fidelity monitoring approach to assess both content and PRS role fidelity; (2) compare independent rater and PRS-self-reported content fidelity; (3) examine associations between content and PRS role fidelity; and (4) assess whether the PRS role fidelity was associated with substance use at post-treatment. This study was conducted across two PRS-led behavioral intervention trials conducted in global resource-limited settings: Baltimore City, US, and Khayelitsha, South Africa. A significant difference was found between PRS- and independent rater content fidelity in both interventions, with PRSs reporting significantly higher content fidelity in both sites. PRS role and content fidelity were not significantly correlated, suggesting greater adherence to the PRS role is not associated with lower adherence to structured EBI content. PRS role fidelity was not significantly associated with substance use at post-treatment. This study provides an important step towards understanding how to assess PRS role fidelity in the context of EBIs for underserved individuals with SUD that also incorporates their lived experience.
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BACKGROUND: South Africa has the highest number of people with HIV (PWH) globally and a significant burden of co-occurring substance use disorder (SUD). Health care worker (HCW) stigma towards SUD is a key barrier to HIV care engagement among PWH with SUD. Support from peers-individuals with lived experience of SUD-may be a promising solution for addressing SUD stigma, while also improving engagement in HIV care. We evaluated the perceived acceptability of integrating a peer role into community-based HIV care teams as a strategy to address SUD stigma at multiple levels and improve patient engagement in HIV care. METHODS: Patients and stakeholders (N = 40) were recruited from publicly-funded HIV and SUD organizations in Cape Town, South Africa. We conducted a quantitative assessment of stigma among stakeholders using an adapted Social Distance Scale (SDS) and patient perceptions of working with a peer, as well as semi-structured interviews focused on experiences of SUD stigma, acceptability of a peer model integrated into community-based HIV care, and potential peer roles. RESULTS: On the SDS, 75% of stakeholders had high stigma towards a patient with SUD, yet 90% had low stigma when in recovery for at least 2 years. All patients endorsed feeling comfortable talking to someone in recovery and wanting them on their HIV care team. Three main themes emerged from the qualitative data: (1) patient-reported experiences of enacted SUD and HIV stigmas were common and impacted HIV care engagement; (2) both patients and stakeholders considered a peer model highly acceptable for integration into HIV care to support engagement and address SUD stigma; and (3) patients and stakeholders identified both individual-level and systems-level roles for peers, how peers could work alongside other providers to improve patient care, and key characteristics that peers would need to be successful in these roles. CONCLUSIONS: Findings from this formative work point to the promise of a peer model for reducing SUD stigma among patients and HCWs within community-based HIV care teams in SA.
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Infecções por HIV , Transtornos Relacionados ao Uso de Substâncias , Infecções por HIV/terapia , Humanos , Pesquisa Qualitativa , Estigma Social , África do Sul , Transtornos Relacionados ao Uso de Substâncias/terapiaRESUMO
BACKGROUND: Despite the efficacy of methadone to treat opioid use disorder (OUD), retention is an urgent priority, particularly among low-income, minoritized populations. Peer recovery specialists are well-positioned to engage vulnerable patients, particularly when trained in an evidence-based intervention to promote retention. This hybrid effectiveness-implementation pilot trial aimed to demonstrate the proof of concept of a peer recovery specialist-delivered behavioral activation and problem solving-based approach (Peer Activate) to improve methadone retention. METHODS: Implementation outcomes included feasibility, acceptability, and fidelity. Feasibility and acceptability were defined by the percentage of participants who initiated the intervention (≥75%) and completed ≥75% of core sessions, respectively. Fidelity was assessed via independent rating of a randomly selected 20% of sessions. The primary effectiveness outcome was methadone retention at three-months post-intervention vs. a comparison cohort initiating methadone during the same time period. Secondary outcomes included methadone adherence, substance use frequency, and substance use-related problems. RESULTS: Benchmarks for feasibility and acceptability were surpassed: 86.5% (32/37) initiated the intervention, and 81.3% of participants who initiated attended ≥75% of core sessions. The mean independent rater fidelity score was 87.9%, indicating high peer fidelity. For effectiveness outcomes, 88.6% of participants in Peer Activate were retained in methadone treatment at three-months post-intervention-28.9% higher than individuals initiating methadone treatment alone in the same time period [χ2(1) = 10.10, p = 0.001]. Among Peer Activate participants, urine-verified methadone adherence reached 97% at post-intervention, and there was a significant reduction in substance use frequency from 48% of past two-week days used at baseline to 31.9% at post-intervention [t(25) = 1.82, p = .041]. Among participants who completed the core Peer Activate sessions (n = 26), there was a significant reduction in substance use-related problems [t(21) = 1.84, p = 0.040]. CONCLUSION: Given the rapid scale-up of peer recovery specialist programs nationwide and the urgent need to promote methadone retention, these results, although preliminary, have important potential clinical significance. The next steps are to conduct a Type 1 hybrid effectiveness-implementation randomized trial with a larger sample size and longer-term follow-up to further establish the implementation and effectiveness of the Peer Activate approach.
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Metadona , Transtornos Relacionados ao Uso de Opioides , Terapia Comportamental , Humanos , Metadona/uso terapêutico , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Projetos Piloto , PobrezaRESUMO
INTRODUCTION: The COVID-19 pandemic has disproportionately affected underserved, low-income, ethnoracial minority communities, as well as those with substance use disorders (SUDs). The workforce of peer recovery specialists (PRSs), individuals with lived substance use and recovery experience, has rapidly expanded in response to a shortage of access to substance use treatment, particularly for those from underserved communities. As PRSs are likely serving individuals disproportionately affected by the pandemic, it is important to understand how COVID-19 has affected the PRS role and the individuals with SUD who they are supporting. METHOD: This study aimed to examine: (1) the impact of COVID-19 on the PRS role and experience, (2) the impact of COVID-19 on clients in or seeking SUD treatment, (3) facilitators for clients engaging in treatment and adapting to new changes, and (4) sustainability of new treatment methods post-pandemic. RESULTS: Findings suggest that PRSs have had to adapt their role and responsibilities to meet changing client needs; however, PRS strengths, such as their shared experience and expertise navigating treatment barriers, make them uniquely suited to assist clients during the pandemic. The study identified various barriers and facilitators to clients seeking treatment or living with SUD, such as the loss of interpersonal connection. PRSs also identified some drawbacks to utilizing telehealth, but identified this as a potentially sustainable approach to delivering care after the pandemic. CONCLUSION: Future research could explore how challenges to fulfilling the PRS role, as well as adaptations to overcome these challenges, have changed over time.