
Consensus Study Report
NATIONAL ACADEMIES PRESS 500 Fifth Street, NW Washington, DC 20001
This activity was supported by a contract between the National Academy of Sciences and the Department of Veterans Affairs (36C24E22C0030). Any opinions, findings, conclusions, or recommendations expressed in this publication do not necessarily reflect the views of any organization or agency that provided support for the project.
International Standard Book Number-13: 978-0-309-73133-1
International Standard Book Number-10: 0-309-73133-X
Digital Object Identifier: https://doi.org/10.17226/28584
Library of Congress Control Number: 2025931448
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Suggested citation: National Academies of Sciences, Engineering, and Medicine. 2025. Veterans, prescription opioids and benzodiazepines, and mortality, 2007–2019: Three target trial emulations. Washington, DC: The National Academies Press. https://doi.org/10.17226/28584.
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Consensus Study Reports published by the National Academies of Sciences, Engineering, and Medicine document the evidence-based consensus on the study’s statement of task by an authoring committee of experts. Reports typically include findings, conclusions, and recommendations based on information gathered by the committee and the committee’s deliberations. Each report has been subjected to a rigorous and independent peer-review process and it represents the position of the National Academies on the statement of task.
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BRIAN L. STROM (Chair), Rutgers, The State University of New Jersey
AMY S. B. BOHNERT, University of Michigan and VA Center for Clinical Management Research
ADAM P. BRESS, University of Utah and VA Salt Lake City Health Care System
CARL CASTRO, University of Southern California
LESLEY H. CURTIS, Duke University
PATIENCE MOYO DOW, Brown University
JOHN FARRAR, University of Pennsylvania
ROBERT D. KERNS, Yale University
MATHEW V. KIANG, Stanford University
HSIEN-CHANG LIN, San Diego State University
MIGUEL MARINO, Oregon Health & Science University
ANNE MARIE MCKENZIE-BROWN, Emory University
KATIE J. SUDA, University of Pittsburgh and VA Pittsburgh Healthcare System
R. STERLING HARING, Interventional Pain Physician at Southwell (until August 2024)
DONNA ALMARIO DOEBLER, Senior Program Officer
AASHAKA SHINDE, Associate Program Officer
EMMA FLETCHER, Research Associate
MIA SALTRELLI, Senior Program Assistant
GRACE READING, Senior Program Assistant (through October 2024)
ROSE MARIE MARTINEZ, Senior Board Director
Y. CRYSTI PARK, Program Coordinator
Westat Consultants
JOSEPH GASPER
JENNIFER EDWARDS
ANNE ROUBAL
CHRIS MANGLITZ
SHERRIE JI
CARINA TORNOW
University of Pennsylvania’s Center for Evidence Based Practice
NIKHIL MULL
BRIAN LEAS
SHAZIA MEHMOOD SIDDIQUE
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This Consensus Study Report was reviewed in draft form by individuals chosen for their diverse perspectives and technical expertise. The purpose of this independent review is to provide candid and critical comments that will assist the National Academies of Sciences, Engineering, and Medicine in making each published report as sound as possible and to ensure that it meets the institutional standards for quality, objectivity, evidence, and responsiveness to the study charge. The review comments and draft manuscript remain confidential to protect the integrity of the deliberative process.
We thank the following individuals for their review of this report:
Although the reviewers listed above provided many constructive comments and suggestions, they were not asked to endorse the conclusions or recommendations of this report nor did they see the final draft before its release. The review of this report was overseen by LINDA C. DEGUTIS, Yale School of Public Health, and DAN G. BLAZER, II, Duke University Medical Center. They were responsible for making certain that an independent examination of this report was carried out in accordance with the standards of the National Academies and that all review comments were carefully considered. Responsibility for the final content rests entirely with the authoring committee and the National Academies.
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Many people were critical in helping the committee complete this report and accomplish its charge. The committee sincerely appreciates the speakers at its public meetings, whose participation ensured that our public meetings would include a collection of relevant and diverse viewpoints, which allowed us to learn about Department of Veterans Affairs policies, and prescribing practices surrounding opioids and benzodiazepines, as well as the effects of their co-prescribing, which were central to our charge.
The committee is also grateful for the support provided by our Westat consultants: Joseph Gasper, Jennifer Edwards, Anne Roubal, Chris Manglitz, Sherrie Ji, and Carina Tornow. Additionally, the committee’s work benefited from consultation with the University of Pennsylvania’s Center for Evidence Based Practice with Nikhil Mull, Brian Leas, and Shazia Mehmood Siddique regarding existing literature on opioid tapering practices and its effects on mortality.
The committee thanks the staff of the National Academies of Sciences, Engineering, and Medicine who contributed to producing this report, especially the remarkable, dedicated, and tireless study staff as well as other staff in the Health and Medicine Division who provided additional support, including Monica Feit, Samantha Chao, Amber McLaughlin, Marguerite Romatelli, Leslie Sim, Taryn Young, and Lori Brenig. This project also received important guidance from Megan Lowry (Office of News and Public Information), Wahidullah Nazari and Misrak Dabi (Office of Financial Administration), and Constance Citro (NASEM IRB). Valuable research assistance was provided by Anne Marie Houppert and Rebecca Morgan, senior research librarians at the National Academies Research Center. Finally, gratitude is expressed to Tasha Bigelow, who assisted the committee with editing the report.
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Target Trial Emulation Framework
Application of Target Trial Emulation Framework to Address the Statement of Task
Developing the Causal Research Questions from the Statement of Task
Study Population, Data Sources, and Medications of Interest
Specifications for the Emulated Target Trials
Specifications for the Emulated Target Trial 1
Annex: Supplementary Figures and Tables
5 THE EFFECT OF OPIOID ESCALATION ON ALL-CAUSE MORTALITY, INCLUDING SUICIDE MORTALITY
Specifications for the Emulated Target Trial 2
Annex: Supplementary Figures and Tables
Specifications for the Emulated Target Trial 3
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1-1 Physiology of Respiratory Depression
4-2 Selection of veterans in study 1 through each stage of the emulated target trial (2007–2019)
E-2 Year of publication of included studies
F-2 Mean daily dosage over 12 months by treatment group, within baseline dose categories
F-3 Opioid dosage for a hypothetical patient
F-4 Cloning and censoring for two hypothetical patients
3-1 Assumptions Required for Valid Causal Inference
3-2 Pharmacotherapy by Drug Class Included by Study
3-3 Key Components of a Target Trial Protocol
3-4 Key Methodological Terms: National Academies VA Opioids Study
4-1 Specifications for Study 1 Target Trial Protocol
6-1 Specifications for Study 3 Target Trial Protocol
6-2 Pharmacotherapies of Interest in Study 3
E-1 Studies Examining the Effect of Opioid Tapering on All-Cause and Suicide Mortality
E-9 Interpreting Risk of Bias Assessment by Domain for ROBINS-I
E-10 Overall Risk of Bias Assessment for ROBINS-I
F-1 Target Trial and Observational Trial Emulation Design Features
Prescribing patterns for opioids and benzodiazepines, and the outcomes associated with the use of these medications, especially in the veteran population, have been of long-standing concern to researchers and policy makers alike. Recent questions have raised concerns that the concomitant use of these medications may be contributing to increased mortality via a variety of pathways of action. To address these questions, the National Academies of Sciences, Engineering, and Medicine (the National Academies) Committee on Evaluating the Effects of Opioids and Benzodiazepines on All-Cause Mortality in Veterans was charged with doing the new analyses needed to determine the effects of opioid and benzodiazepine prescribing on the risk of death among veterans who received care from the Department of Veterans Affairs (VA) between 2007 and 2019. The wide scope, practical challenges, and far-reaching consequences of addressing this question presented a humbling prospect for me and my fellow committee members.
The committee’s deliberations also touched on other questions and topics of public health significance, such as the difficulty in measuring the access to and use of unprescribed opioid and benzodiazepines and a lack of dialogue between data sources concerning veterans’ access to medications. Ultimately, we could only accept that these challenges are insurmountable in the context of these analyses and address them analytically and in our stated limitations.
To begin to accomplish our charge and ensure that our deliberations were well informed, in addition to drawing on published literature, we heard from a variety of expert speakers, veterans, and veteran advocates. The public was also free to submit testimony to the committee. In its closed sessions, the committee deliberated on the design recommendations from the 2019 report on this same topic and worked to identify the best strategies to address adequately its charge while working around the analytical obstacles presented to it. Ultimately, the committee met over 11 times to deliberate on the design and later the results and met regularly in smaller groups to prepare this report.
We are greatly appreciative of the support provided by the study staff, who worked tirelessly over many months to support our deliberations and report writing. The committee would like to specifically thank Donna Almario Doebler, who served as study director and provided both assistance and direction to the committee’s work, and Rose Marie Martinez, for her insight and feedback on the report. Other members of the National Academies staff who supported this study include Aashaka Shinde, Emma Fletcher, Mia Saltrelli, and Grace Reading. We would
also like to thank Anne Roubal, Jennifer Edwards, and Joseph Gasper from Westat. The committee would also like to acknowledge Amanda Borsky, Jenifer Stelmack, and Lolita Kachay at the VA for facilitating data access.
Last, as committee chair, I would especially like to thank my colleagues, many of whom are first-time National Academies committee members, for serving as an exceptional team, and sharing their time and expertise for this project over almost 3 years. They put in tremendous work and creative and careful methodologic and clinical insight, providing drafts of the report text and critiquing each other’s work to ensure that the report was concise, and the methods used were at the cutting edge of research.
Brian L. Strom, Chair
Committee on Evaluating the Effects of Opioids and Benzodiazepines on All-Cause Mortality in Veterans
| ADE | adverse drug events |
| aIRR | adjusted incidence rate ratio |
| aOR | adjusted odds ratio |
| aRR | adjusted risk ratio |
| ASMD | absolute standardized mean difference |
| CARA | Comprehensive Addiction and Recovery Act |
| CBT | cognitive behavioral therapy |
| CDC | Centers for Disease Control and Prevention |
| CDW | VA Corporate Data Warehouse |
| CE | continuing education |
| CEP | Center for Evidenced-Based Practice |
| CI | confidence interval |
| CMS | Centers for Medicare & Medicaid Services |
| CNS | central nervous system |
| COPD | Chronic Obstructive Pulmonary Disease |
| CPG | Clinical Practice Guideline |
| CPT | current procedural terminology |
| DoD | Department of Defense |
| Dx | diagnosis |
| ED | emergency department |
| EHR | electronic health record |
| ESRD | End Stage Renal Disease |
| FDA | U.S. Food and Drug Administration |
| GAD | Generalized Anxiety Disorder |
| HHS | U.S. Department of Health and Human Services |
| HR | hazards ratio |
| HSR | health systems research |
| IASP | International Association for the Study of Pain |
| ICD | International Classification of Diseases |
| IOM | Institute of Medicine |
| IPTW | inverse probability of treatment weights |
| ITT | intent-to-treat |
| JCAHO | Joint Commission on Accreditation of Healthcare Organizations |
| LAAM | Levo-Alpha Acetyl Methadol |
| LTOT | long term opioid treatment/therapy |
| MME | morphine milligram equivalents |
| mOR | matched odds ratio |
| MOUD | medication for opioid use disorder |
| MRI | magnetic resonance imaging |
| NCHS | National Center for Health Statistics |
| NDI | national death index |
| NHANES | National Health and Nutrition Examination Survey |
| NIDA | National Institute on Drug Abuse |
| NIH | National Institutes of Health |
| NSAIDS | non-steroidal anti-inflammatory drugs |
| OA REMS | opioid analgesic risk evaluation and mitigation strategy |
| OSA | obstructive sleep apnea |
| OSI | Opioid Safety Initiative |
| OUD | opioid use disorder |
| PDMP | Prescription Drug Monitoring Program |
| PS | propensity score |
| PTSD | post-traumatic stress disorder |
| QC | quality control |
| RCT | randomized controlled trial |
| REMS | risk evaluation and mitigation strategy |
| ROBINS-I | risk of bias in non-randomized studies—of interventions |
| RR | risk ratio |
| Rx | prescription |
| SD | standard deviation |
| SE | standard error |
| SNRI | Serotonin-Norepinephrine Reuptake Inhibitor |
| SSN | Social Security number |
| SUD | substance use disorder |
| SUPPORT | Substance Use-Disorder Prevention that Promotes Opioid Recovery and Treatment for Patients and Communities Act |
| TCA | tricyclic antidepressant |
| TeCA | tetracyclic antidepressant |
| TTE | target trial emulation |
| USVETS | United States Veterans Eligibility Trends and Statistics |
| VA | Department of Veterans Affairs |
| VCCP | Veterans Community Care Program |
| VCP | Veterans Choice Program |
| VEP | Veteran Engagement Panel |
| VHA | Veterans Health Administration |
| VINCI | VA Informatics and Computing Infrastructure |
| VISN | Veterans Integrated Service Network |
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