Evidence map›Paper›PMID 31478272›Full record

ArticleAddiction (Abingdon, England)2020

Factor structure, internal reliability and construct validity of the Methadone Maintenance Treatment Stigma Mechanisms Scale (MMT-SMS).

Laramie R Smith, Maria Luisa Mittal, Karla Wagner, Michael M Copenhaver, Chinazo O Cunningham, Valerie A Earnshaw

Abstract read
In one paragraph

Article in Addiction (Abingdon, England), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trust in addiction treatment services among people who use drugs in Vietnam.Journal of substance use and addiction treatment · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Laramie R SmithDivision of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, CA, USA.ORCID 0000-0002-5371-3229
Maria Luisa MittalDivision of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, CA, USA.
Karla WagnerSchool of Community Health Sciences, University of Nevada, Reno, NV, USA.
Michael M CopenhaverUniversity of Connecticut, Storrs, CT, USA.
Chinazo O CunninghamAlbert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY, USA.
Valerie A EarnshawDepartment of Human Development and Family Sciences, University of Delaware, Newark, DE, USA.

Funding

Training Program in Substance Use, HIV and Related InfectionsT32DA023356 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Natasha Martin, Steffanie A Strathdee · 2007 to 2026
$7.8M
Impacts of a Novel law-enforcement delivered intervention on drug user healthR01DA040648 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI DAVIDSON, PETER JOHN · 2016 to 2021
$2.6M
Optimizing HIV Prevention Among Opioid-Dependent PersonsK24DA051344 · NIDA · UNIVERSITY OF CONNECTICUT STORRS · PI MICHAEL COPENHAVER · 2020 to 2026
$1.3M
Mentoring researchers on drug abuse and HIVK24DA036955 · NIDA · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI CUNNINGHAM, CHINAZO · 2014 to 2019
$911k
HIV Treatment and Substance Use in LMIC Shaping MSMs Sociostructural ContextK01DA039767 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SMITH, LARAMIE RAE · 2015 to 2019
$906k
Understanding and Addressing Disclosure to Members of Social Networks among People Recovering from Substance Use DisordersK01DA042881 · NIDA · UNIVERSITY OF DELAWARE · PI EARNSHAW, VALERIE ANN · 2017 to 2020
$756k
HIV Prevention and Adherence Among Priority Drug Using PopulationsK02DA033139 · NIDA · UNIVERSITY OF CONNECTICUT STORRS · PI COPENHAVER, MICHAEL · 2013 to 2017
$697k
NIDA NIH HHS K01 DA039767NIDA NIH HHS K01 DA042881NIDA NIH HHS K02 DA033139NIDA NIH HHS K24 DA036955NIDA NIH HHS K24 DA051344NIDA NIH HHS R01 DA040648NIDA NIH HHS T32 DA023356
6 · The paper itself

Abstract

BACKGROUND AND

aimExperience of stigma towards methadone maintenance treatment (MMT) may be a barrier to the use of this treatment by people with opioid use disorder. We evaluated the factor structure, internal reliability, construct and criterion validity of a theory-based stigma measure, the Methadone Maintenance Treatment Stigma Mechanisms Scale (MMT-SMS) and compared this with the Substance Use Stigma Mechanism Scale (SU-SMS).

designSurveys at the beginning and end of a prospective study together with records of drug use and treatment attendance during that study.

settingCommunity methadone clinic in the Northeastern USA.

participantsNinety-three participants who were receiving MMT; the average daily methadone dose was 84.8 mg/day (standard deviation = 28.39 mg/day). MEASUREMENTS: The MMT-SMS uses a self-report questionnaire to assess three dimensions reflecting experiences of anticipated (nine items), enacted (nine items) and internalized stigma (seven items) specifically related to receiving MMT. Anticipated and enacted scales include three stigma source subscales (family, employers, health care workers; three items each). Responses are recorded on a five-point Likert-type scale, then averaged to produce the MMT-SMS scale/subscale scores. The SU-SMS is a self-report questionnaire to assess experiences of anticipated, enacted and internalized stigma regarding substance use history. Both scales were administered at the final parent study visit. Other measures included were assessed in the parent study and used to assess life-time and recent MMT (e.g. current MMT dose) and drug use experiences (e.g. past 30-day heroin injection).

findingsThe MMT-SMS demonstrated good internal reliability (α = 0.806-0.952 for components). Confirmatory factor analysis supported the seven-factor scale structure, distinguishing between experiences of anticipated, enacted and internalized stigma, and anticipated and enacted stigma source subscales (family, employers, health care workers) [root mean square error of approximation (RMSEA) = 0.076, 90% confidence interval (CI) = 0.061-0.090, P-close = 0.003; confirmatory fit index (CFI) = 0.974; Tucker-Lewis index (TLI) = 0.971]. Construct validity helped to distinguish the MMT-SMS from established substance use stigma constructs. Criterion validity observed associations with substance use experiences while on MMT, likely to predict future MMT success. Internalized MMT stigma was uniquely associated with daily MMT dose. Regarding criterion validity: anticipated MMT and enacted substance use stigma were associated with past 30-day heroin injection, MMT stigma uniquely associated with opioid use behaviors while receiving MMT, and substance use stigma broadly associated with injection-related behaviors.

conclusionsThe Methadone Maintenance Treatment Stigma Mechanisms Scale appears to be a reliable measure of methadone maintenance treatment stigma with robust validity in a sample of people with opioid use disorders receiving methadone maintenance treatment.

Indexed as

Social StigmaAdultFemaleHumansMaleMethadoneMiddle AgedOpiate Substitution TreatmentOpioid-Related DisordersPsychometricsReproducibility of ResultsSelf ReportUnited StatesYoung AdultMethadoneMedication-assisted treatmentmethadone maintenance treatmentopioid agonist treatmentopioid substitution therapyopioid use disorderpeople who inject drugsstigma

Identifiers

PMID31478272
PMCPMC7089617

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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.