Evidence map›Paper›PMID 27552496›Full record

Observational studyAddiction (Abingdon, England)2016

Non-medical use of prescription opioids is associated with heroin initiation among US veterans: a prospective cohort study.

Geetanjoli Banerjee, E Jennifer Edelman, Declan T Barry, William C Becker, Magdalena Cerdá, Stephen Crystal, Julie R Gaither, Adam J Gordon, Kirsha S Gordon, Robert D Kerns and 3 more

Registry-linked trialOpen access · greenAbstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Addiction (Abingdon, England), 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04901312 (Identifying an Effective and Cost Beneficial Approach to Preventing OUD in Justice-Involved Youth), which is not on this map. Cited by 56 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
56citing papers in PubMed, 2 pooled it
17.6field-weighted citation impact, top 1% 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.

NCT04901312 naunknown statusnot on this mapstarted 2021, after this paper: background citation

Identifying an Effective and Cost Beneficial Approach to Preventing OUD in Justice-Involved Youth

TypeinterventionalSponsorSeattle Children's HospitalRan2021 to 2024Enrolled215ConditionsSubstance Use Disorders, RecidivismArmsAdolescent Community Reinforcement Approach, Assertive Continuing Care, Trauma Affect Regulation Guide for Education and Therapy, Motivational Interviewing, Opioid Education Workbook
3 · Its place in the literature

Who cites it

56 citing papers in PubMed, 2 syntheses or guidelines pooled it, 98 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Article
  5. Healthcare (Basel, Switzerland) · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Review
  13. Article
  14. Article
  15. Article
  16. Review
  17. Review
  18. Reasons for Prescription Opioid Use While Playing in the National Football League as Risk Factors for Current Use and Misuse Among Former Players.Clinical journal of sport medicine : official journal of the Canadian Academy of Sport Medicine · 2020
    Article
  19. Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors at 7 institutions in 1 country.

Geetanjoli BanerjeeDepartment of Epidemiology, Brown School of Public Health, Providence, RI, USA.
E Jennifer EdelmanDepartment of Internal Medicine, Yale School of Medicine, Yale University, New Haven, CT, USA.
Declan T BarryYale University School of Medicine, New Haven, CT, USA.
William C BeckerPain Research, Informatics, Multi-morbidities and Education (PRIME) Center, VA, Connecticut Healthcare System, West Haven, CT, USA.
Magdalena CerdáDepartment of Emergency Medicine, University of California, Davis, Sacramento, CA, USA.
Stephen CrystalInstitute for Health, Health Care Policy, and Aging Research, Rutgers University, New Brunswick, NJ, USA.
Julie R GaitherYale Center for Interdisciplinary Research on AIDS, Yale School of Public Health, Yale University, New Haven, CT, USA.
Adam J GordonCenter for Health Equity Research and Promotion (CHERP) & Mental Illness Research Education and Clinical Center (MIRECC), VA Pittsburgh Healthcare System and University of Pittsburgh, Pittsburgh, PA, USA.
Kirsha S GordonVA Connecticut Healthcare System, West Haven, CT, USA.
Robert D KernsPain Research, Informatics, Multi-morbidities and Education (PRIME) Center, VA, Connecticut Healthcare System, West Haven, CT, USA.
Silvia S MartinsDepartment of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA.
David A FiellinDepartment of Internal Medicine, Yale School of Medicine, Yale University, New Haven, CT, USA.
Brandon D L MarshallDepartment of Epidemiology, Brown School of Public Health, Providence, RI, USA. brandon_marshall@brown.edu.
Yale University · USBrown University · USVA Connecticut Healthcare System · USColumbia University · USMental Illness Research, Education and Clinical Centers · USRutgers, The State University of New Jersey · USUniversity of California, Davis · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Translational ScienceP30AI042853 · NIAID · MIRIAM HOSPITAL · PI CURT G BECKWITH · 1998 to 2026
$51.7M
Virology CoreP01AA019072 · NIAAA · BROWN UNIVERSITY · PI BECKER, SARA · 2010 to 2024
$19.7M
Alcohol Associated Outcomes Among HIV+/- Aging VeteransU10AA013566 · NIAAA · YALE UNIVERSITY · PI JUSTICE, AMY CAROLINE · 2006 to 2010
$12.7M
Alcohol and Multisubstance Use in the Veterans Aging Cohort StudyU01AA020790 · NIAAA · YALE UNIVERSITY · PI JUSTICE, AMY CAROLINE · 2011 to 2020
$7.7M
Yale Drug use, Addiction and HIV Research Scholars (DAHRS)K12DA033312 · NIDA · YALE UNIVERSITY · PI Gail D'Onofrio, Patrick O'Connor · 2013 to 2026
$7.2M
Sex Disparities in Overall Response to ART Among HIV Infected IndividualsU24AA020794 · NIAAA · YALE UNIVERSITY · PI JUSTICE, AMY CAROLINE · 2011 to 2020
$5.5M
Integrated Stepped Care for Unhealthy Alcohol Use in HIVU01AA020795 · NIAAA · YALE UNIVERSITY · PI FIELLIN, DAVID · 2011 to 2020
$5.2M
Center for Education and Research on Mental Health TherapeuticsU19HS021112 · AHRQ · RUTGERS, THE STATE UNIV OF N.J. · PI CRYSTAL, STEPHEN · 2011 to 2015
$3.9M
SMINET: Applying Evidence to Improve Care and Outcomes in Severe Mental IllnessR18HS023258 · AHRQ · RUTGERS, THE STATE UNIV OF N.J. · PI CRYSTAL, STEPHEN · 2014 to 2017
$3.7M
State medical marijuana laws and NSDUH marijuana use and consequences since 2004R01DA037866 · NIDA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MARTINS, SILVIA SABOIA · 2014 to 2018
$2.3M
Minority Populations Resource CoreU24AA022000 · NIAAA · BROWN UNIVERSITY · PI OPERARIO, DON · 2012 to 2015
$1.9M
AHRQ HHS R18 HS023258AHRQ HHS U19 HS021112NCATS NIH HHS UL1 TR001863NIAAA NIH HHS P01 AA019072NIAAA NIH HHS R01 AA013566NIAAA NIH HHS U01 AA020790NIAAA NIH HHS U01 AA020795NIAAA NIH HHS U10 AA013566NIAAA NIH HHS U24 AA020794NIAAA NIH HHS U24 AA022000NIAID NIH HHS P30 AI042853NIDA NIH HHS F31 DA035567NIDA NIH HHS K12 DA033312NIDA NIH HHS R01 DA037866NIDA NIH HHS R03 DA037770
6 · The paper itself

Abstract

aimsTo estimate the influence of non-medical use of prescription opioids (NMUPO) on heroin initiation among US veterans receiving medical care.

designUsing a multivariable Cox regression model, we analyzed data from a prospective, multi-site, observational study of HIV-infected and an age/race/site-matched control group of HIV-uninfected veterans in care in the United States. Approximately annual behavioral assessments were conducted and contained self-reported measures of NMUPO and heroin use.

settingVeterans Health Administration (VHA) infectious disease and primary care clinics in Atlanta, Baltimore, New York, Houston, Los Angeles, Pittsburgh and Washington, DC.

participantsA total of 3396 HIV-infected and uninfected patients enrolled into the Veterans Aging Cohort Study who reported no life-time NMUPO or heroin use, had no opioid use disorder diagnoses at baseline and who were followed between 2002 and 2012. MEASUREMENTS: The primary outcome measure was self-reported incident heroin use and the primary exposure of interest was new-onset NMUPO. Our final model was adjusted for socio-demographics, pain interference, prior diagnoses of post-traumatic stress disorder and/or depression and self-reported other substance use.

findingsUsing a multivariable Cox regression model, we found that non-medical use of prescription opioids NMUPO was associated positively and independently with heroin initiation [adjusted hazard ratio (AHR) = 5.43, 95% confidence interval (CI) = 4.01, 7.35].

conclusionsNew-onset non-medical use of prescription opioids (NMUPO) is a strong risk factor for heroin initiation among HIV-infected and uninfected veterans in the United States who reported no previous history of NMUPO or illicit opioid use.

Indexed as

Analgesics, OpioidAdultAgedFemaleHeroin DependenceHumansMaleMiddle AgedPrescription Drug MisuseProspective StudiesRisk FactorsSelf ReportSocioeconomic FactorsUnited StatesVeteransAnalgesics, OpioidHeroinlongitudinal studynon-medical prescription drug useopioid-related disorderspolysubstance useveterans

Identifiers

PMID27552496
PMCPMC5056813
OpenAlexW2512079066

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.