Evidence map›Paper›PMID 41566310›Full record

ArticleSubstance abuse treatment, prevention, and policy2026

Exploring Scottish addiction services: provider-based stigma, addiction aetiology beliefs, treatment bias, and burnout among addiction treatment providers.

Beata Ciesluk, Greig Inglis, Adrian Parke, Lucy J Troup

Abstract read
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Article in Substance abuse treatment, prevention, and policy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Beata CieslukSchool of Education and Social Sciences, University of the West of Scotland, Paisley, Scotland, UK.
Greig InglisSchool of Education and Social Sciences, University of the West of Scotland, Paisley, Scotland, UK.
Adrian ParkeSchool of Education and Social Sciences, University of the West of Scotland, Paisley, Scotland, UK.
Lucy J TroupSchool of Education and Social Sciences, University of the West of Scotland, Paisley, Scotland, UK. l.troup@norwichuni.ac.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDrug related deaths continue to increase in Scotland. Many barriers to addiction treatment exist and are often related to poor provider-client relationships possibly caused by stigma, burnout and differentiating beliefs and attitudes among addiction treatment providers. This study investigated the prevalence of provider-based stigma (PBS) including four stigma variants (dangerousness, blame, social distance, fatalism) and its relationship to burnout, job satisfaction, attitudes towards addiction treatment approaches, and beliefs regarding addiction aetiology in a sample of addiction treatment providers.

methodsCross-sectional online survey was completed by 64 addiction treatment providers currently working in Scotland. Online survey was comprised of validated and adapted measures, extensive statistical analysis was conducted, including ANOVAs and Regressions to examine the outcomes of interest.

resultsOver 30% of participants had elevated scores on PBS variants dangerousness and blame and these were found to predict higher acceptance of abstinence-based treatments, and lower endorsement of harm reduction approaches (dangerousness: b = 0.41, p < 0.001; blame: b = 0.23, p = 0.010). Burnout was high in this sample, and PBS variant blame predicted higher client-related burnout (b = 7.35, p = 0.009). Moreover, the belief in the disease model predicted higher acceptance of abstinence-based treatments (b = 0.30, p < 0.001), whereas belief in the psychosocial model predicted higher acceptance of harm reduction-based treatments (b = -0.25, p = 0.008). Lastly belief in the disease model predicted higher scores on dangerousness (b = 0.19, p = 0.016) and fatalism (b = 0.29, p = 0.002) PBS variants.

conclusionsThe findings from this study provide insights for policy and addiction treatment improvements. Efforts to alleviate addiction treatment providers stigmatising attitudes, especially perceptions of people who use drugs as dangerous, blameworthy, and incapable of recovery are needed. Interventions and policy improvements need to include stigma reduction workshops and consider addiction treatment providers attitudes and beliefs to limit treatment bias, stigma and burnout to foster better relationships between clients and the workers who support them.

Indexed as

Attitude of Health PersonnelBurnout, ProfessionalHealth PersonnelSocial StigmaSubstance-Related DisordersAdultCross-Sectional StudiesFemaleHumansJob SatisfactionMaleMiddle AgedScotlandSurveys and QuestionnairesAbstinenceAddiction aetiologyAddiction treatment providersBurnoutHarm reductionProvider-based stigma

Identifiers

PMID41566310
PMCPMC12829077

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.