Evidence map›Paper›PMID 39420664›Full record

ArticleDrug and alcohol review2025

Examining the association between psychological resilience and chronic versus discrete stressors among individuals who use opioids in Baltimore, Maryland.

Laura Nicole Sisson, Catherine Tomko, Saba Rouhani, Susan G Sherman

Abstract read
In one paragraph

Article in Drug and alcohol review, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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.

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

2 citing papers in PubMed.

  1. Article
  2. Article
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

4 authors.

Laura Nicole SissonDepartment of Health, Behaviour and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.ORCID 0000-0002-6964-8150
Catherine TomkoDepartment of Health, Behaviour and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
Saba RouhaniDepartment of Health, Behaviour and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.ORCID 0000-0003-3801-1082
Susan G ShermanDepartment of Health, Behaviour and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.

Funding

Vaccine Response and Immunotherapeutics SWGP30AI094189 · NIAID · JOHNS HOPKINS UNIVERSITY · PI Anna Palmer Durbin · 2012 to 2026
$67.0M
NIDA Epidemiology Training Program: Johns Hopkins UniversityT32DA007292 · NIDA · JOHNS HOPKINS UNIVERSITY · PI RENEE M. JOHNSON, Brion S Maher · 1993 to 2026
$17.7M
Integrating data for causal inference in behavioral healthT32MH122357 · NIMH · JOHNS HOPKINS UNIVERSITY · PI Rashelle Jean Musci, Elizabeth A. Stuart · 2020 to 2026
$1.8M
Behavioral Health Systems Baltimore AS019-HRO-JHPHCenter for AIDS Research, Johns Hopkins University P30AI094189NIAID NIH HHS P30 AI094189NIDA NIH HHS T32 DA007292NIDA NIH HHS T32DA007292NIMH NIH HHS T32 MH122357NIMH NIH HHS T32MH122357
6 · The paper itself

Abstract

introductionPsychological resilience has emerged as a key construct of interest in the study of substance use. However, very few studies have examined resilience among individuals who are actively using drugs. Furthermore, many studies of psychological resilience have focused on individual-level factors. This study addresses the call for a more 'ecological' approach to the study of resilience by exploring how socio-structural vulnerabilities may shape individuals' assessment of their own ability to cope.

methodsThe Peer Harm Reduction of Maryland Outreach Tiered Evaluation study conducted a cross-sectional survey of people who used opioids in Baltimore, Maryland, USA (n = 565). Resilience was measured using the 10-item Connor-Davidson Resilience Scale. We used linear regression to examine the association between resilience and stressors commonly encountered by individuals who use drugs, including both chronic, enduring stressors (e.g., homelessness, food insecurity) and discrete, event-based stressors (e.g., overdose, arrest).

resultsWe observed a negative relationship between self-reported resilience and chronic stressors. Specifically, individuals who reported experiencing three (β = -4.08; p = 0.002) or four (β = -4.67; p = 0.008) types of chronic stress had significantly lower resilience scores. Additionally, we found that an unmet need for mental health treatment was associated with reduced resilience (β = -1.74; p = 0.040) and greater educational attainment was associated with increased resilience (β = 2.13; p = 0.005). DISCUSSION AND

conclusionsOverlapping experiences of socio-structural vulnerability, as well as access to mental health care, may influence how individuals who use drugs evaluate their own resilience. Interventions that seek to promote the resilience of this population should focus on addressing structural drivers of marginalisation and barriers to mental health treatment.

Indexed as

Opioid-Related DisordersResilience, PsychologicalStress, PsychologicalAdolescentAdultBaltimoreCross-Sectional StudiesFemaleHumansIll-Housed PersonsMaleMiddle AgedYoung Adultdrug usepsychological resiliencepsychosocial factorsstructural vulnerability

Identifiers

PMID39420664
PMCPMC11745933

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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.