Evidence map›Paper›PMID 42432774›Full record

Observational studyAddiction science & clinical practice2026

Trait impulsivity prospectively predicts lower methadone treatment retention: moderation by pain catastrophizing.

Annabelle M Belcher, Kristen R Hamilton-Moseley, Ebonie Massey, Mark Yoon, Thomas O Cole, Michael D Wagner, Amy S Billing, Aaron D Greenblatt, Eric Weintraub, Eric D Wish

Registry-linked trialAbstract readObservational Study
In one paragraph

Observational study in Addiction science & clinical practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02941809 (Open-labeled Dose-extending Placebos as an Adjunct to Methadone Treatment), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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.

NCT02941809 nacompletednot on this map

Open-labeled Dose-extending Placebos as an Adjunct to Methadone Treatment: A Pilot Study

TypeinterventionalSponsorUniversity of Maryland, BaltimoreRan2017 to 2020Enrolled133ConditionsOpioid-use Disorder, Opioid-Related DisordersArmsOpen-Label Placebo (OLP)
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Annabelle M Belcher *Division of Addiction Research and Treatment, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA. abelcher@som.umaryland.edu.ORCID http://orcid.org/0000-0003-4194-0181
Kristen R Hamilton-Moseley *Department of Psychology, University of Maryland, College Park, MD, USA.
Ebonie MasseyCenter for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, USA.
Mark YoonDivision of Addiction Research and Treatment, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA.
Thomas O ColeDivision of Addiction Research and Treatment, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA.
Michael D WagnerCenter for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, USA.
Amy S BillingCenter for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, USA.
Aaron D GreenblattDivision of Addiction Research and Treatment, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA.
Eric WeintraubDivision of Addiction Research and Treatment, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA.
Eric D WishCenter for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, USA.

Funding

NDEWS Diversity Supplement: Exploring the Viability of Different Social Media Platforms for Emerging Drug Term DiscoveryU01DA038360 · NIDA · UNIV OF MARYLAND, COLLEGE PARK · PI WISH, ERIC D · 2014 to 2019
$5.0M
Impulsivity and Youth Risk-Taking: Prospective Behavioral and Neural AssessmentR00DA038589 · NIDA · UNIV OF MARYLAND, COLLEGE PARK · PI HAMILTON, KRISTEN R · 2016 to 2018
$747k
National Institute on Drug Abuse (NIDA) R00DA038589National Institute on Drug Abuse (NIDA) U01DA038360-05NIDA NIH HHS R00 DA038589NIDA NIH HHS U01 DA038360
6 · The paper itself

Abstract

backgroundEmpirical evidence supports the use of methadone as the standard of care for opioid use disorder. However, low retention in methadone treatment is one of the largest impediments to treatment success. Although several psychological and personality traits have been associated with substance use disorder, little work has studied the impact of these individual patient factors on addiction treatment outcomes such as treatment retention.

objectivesTo examine the association of methadone retention with trait impulsivity and pain catastrophizing.

methodsWe conducted exploratory analyses of data obtained from a randomized clinical trial (ClinicalTrials NCT02941809; registration date: 10/19/2016). Participants were adult treatment-seeking women and men diagnosed with moderate to severe opioid use disorder referred for methadone treatment (N = 80; 61% male) at an opioid treatment program in Baltimore, Maryland. Scores on the Barratt Impulsivity Scale and the Pain Catastrophizing Scale were collected following treatment intake, and the total window for observation of treatment retention was 365 days. Retention in methadone treatment was treated as a dichotomous outcome (1/0) based on whether a participant had dropped out of treatment at any point in time or if they missed 30 consecutive days in a row.

resultsCox regression models revealed that: (i) higher impulsivity was associated with a higher risk of dropping out of methadone treatment (i.e. lower treatment retention)[Hazard Ratio (HR) = 1.04, 95% confidence interval (CI) = 1.001-1.008, p < .05), and (ii) pain catastrophizing moderated the effect of trait impulsivity on risk of dropping out of methadone treatment, such that the effect of trait impulsivity on risk of dropping out of treatment was greatest in participants with low pain catastrophizing (HR=0.995, p < .01). These findings remained significant after controlling for age and treatment group.

conclusionsThese findings suggest that trait impulsivity is a significant risk factor for low methadone treatment retention, especially for persons with low pain catastrophizing.

trial registrationClinicalTrials.gov: NCT02941809 (registration date: 10/19/2016).

Indexed as

Analgesics, OpioidCatastrophizationImpulsive BehaviorMethadoneOpiate Substitution TreatmentOpioid-Related DisordersRetention in CareAdultBaltimoreFemaleHumansMaleMiddle AgedProspective StudiesRandomized Controlled Trials as TopicAnalgesics, OpioidMethadoneMedications for OUDMethadoneOpioid use disorderPain catastrophizingTrait impulsivityTreatment retention

Identifiers

PMID42432774
PMCPMC13647814

What OpenQuestion holds

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Registered trials

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.