Evidence map›Paper›PMID 31357121›Full record

ArticleDrug and alcohol dependence2019

Stress, craving and mood as predictors of early dropout from opioid agonist therapy.

Leigh V Panlilio, Samuel W Stull, William J Kowalczyk, Karran A Phillips, Jennifer R Schroeder, Jeremiah W Bertz, Massoud Vahabzadeh, Jia-Ling Lin, Mustapha Mezghanni, Edward V Nunes and 2 more

Open access · greenAbstract read
In one paragraph

Article in Drug and alcohol dependence, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 67 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
67citing papers in PubMed, 3 pooled it
8.5field-weighted citation impact, top 2% of its field
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

67 citing papers in PubMed, 3 syntheses or guidelines pooled it, 103 citations in OpenAlex.

  1. Pooled it
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  7. Effects of behavioral interventions on stress reactivity in adults with substance use disorders.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2024
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  12. Better than clairvoyance? Exploratory results on predictors of regular release, substance use and re-delinquency after forensic addiction treatment.Psychiatry, psychology, and law : an interdisciplinary journal of the Australian and New Zealand Association of Psychiatry, Psychology and Law · 2026
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  14. Early alcohol abstinence symptoms and the role of cumulative adversity.Alcohol, clinical & experimental research · 2025
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  18. Emotion Forecasting: A Transformer-Based Approach.Journal of medical Internet research · 2025
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7 more citing papers are in PubMed but not listed here.

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

12 authors at 3 institutions in 1 country.

Leigh V PanlilioIntramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA.
Samuel W StullIntramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA.
William J KowalczykIntramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA.
Karran A PhillipsIntramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA.
Jennifer R SchroederJohns Hopkins Bayview Medical Center, Baltimore, MD, 21224, USA.
Jeremiah W BertzIntramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA.
Massoud VahabzadehIntramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA.
Jia-Ling LinIntramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA.
Mustapha MezghanniIntramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA.
Edward V NunesPsychiatry, Columbia University Medical Center and New York State Psychiatric Institute, New York, NY, 10032, USA.
David H EpsteinIntramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA.
Kenzie L PrestonIntramural Research Program, National Institute on Drug Abuse, 251 Bayview Blvd., Suite 200, Baltimore, MD, 21224, USA. Electronic address: kpreston@intra.nida.nih.gov.
National Institute on Drug Abuse · USJohns Hopkins University · USNew York State Psychiatric Institute

Funding

Office of the Clinical DirectorZIDDA000535 · NIDA · NATIONAL INSTITUTE ON DRUG ABUSE · PI LEGGIO, LORENZO · 2009 to 2025
$86.8M
Scientific Computing & Informatics Core (SCIC)ZIHDA000534 · NIDA · NATIONAL INSTITUTE ON DRUG ABUSE · PI ERIKSON, RYEN · 2009 to 2025
$65.3M
Real-Time Assessment of Drug Use, Along with Mental States and EnvironmentsZIADA000499 · NIDA · NATIONAL INSTITUTE ON DRUG ABUSE · PI EPSTEIN, DAVID · 2009 to 2025
$19.9M
Intramural NIH HHS ZIA DA000499
6 · The paper itself

Abstract

backgroundTreatment with opioid agonists is effective for opioid use disorder, but early discontinuation of treatment is a major obstacle to success. Intensive longitudinal methods - which take many repeated measurements over time, usually in the field- have provided unique insight into the effects of stress, mood and craving on drug use while people are being treated; these methods might also be useful for studying the processes that lead people to drop out of treatment.

methodsEcological momentary assessment (EMA) was conducted for up to 17 weeks by obtaining multiple electronic diary entries per day from 238 participants being treated with methadone or buprenorphine-naloxone. Survival analysis was used to study two outcomes: dropping out of treatment and noncompliance with EMA self-report requirements. Self-reports of stress, craving, and mood were used as time-varying predictors. Demographic and psychosocial variables measured with the Addiction Severity Index at the start of treatment were used as time-invariant predictors.

resultsDropping out of treatment was more likely in participants with more reported hassles (a measure of stress), higher levels of cocaine craving, lower levels of positive mood, a recent history of emotional abuse, a recent history of being bothered frequently by psychological problems, and with buprenorphine rather than methadone as their medication. In contrast, study noncompliance was not significantly associated with any of the variables analyzed.

conclusionsAssessment of stress, craving and mood during treatment might identify people who are at greater risk of dropping out, and therapeutic interventions targeting these processes might increase retention.

Indexed as

AdultAffectAnalgesics, OpioidBuprenorphine, Naloxone Drug CombinationCravingEcological Momentary AssessmentFemaleHumansMaleMethadoneMiddle AgedOpiate Substitution TreatmentOpioid-Related DisordersPatient DropoutsStress, PsychologicalWithholding TreatmentAnalgesics, OpioidBuprenorphine, Naloxone Drug CombinationMethadoneBuprenorphineDropoutEcological momentary assessmentMethadoneNoncomplianceOpioid use disorder

Identifiers

PMID31357121
PMCPMC6707374
OpenAlexW2958946344

What OpenQuestion holds

Textmetadata
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Read underepoch 390

Registered trials

None linked

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.