Prescription drug monitoring programs, nonmedical use of prescription drugs, and heroin use: evidence from the national survey of drug use and health
Open accessAbstract
In the United States, nonmedical prescription opioid use is a major public health concern. Various policy initiatives have been undertaken to tackle this crisis, including state prescription drug monitoring programs (PDMPs). This study uses the 2004-2014 National Survey of Drug Use and Health (NSDUH) and exploits state-level variation in the timing of PDMP implementation and PDMP characteristics to investigate whether PDMPs are associated with a reduction in prescription opioid misuse or whether they have the unintended consequence of increasing heroin use. In addition, the study examines the impact of PDMPs on the availability of opioids from various sources. The study finds no effect of PDMP status on various measures of nonmedical prescription opioid use (abuse, dependence, and initiation), but finds evidence of a reduction in the number of days of opioid misuse in the past year. The study also finds that implementation of PDMP was not associated with an increase in heroin use or initiation, but was associated with an increase in number of days of heroin use in the past year. Findings also suggest that PDMPs were associated with a significant decline in doctor shopping among individuals without increasing reliance on illegal sources (e.g., drug dealers, stealing, etc.) or social sources (friends or relatives) as a means of obtaining opioids. The President's FY2017 budget proposed the allocation of $1.1 billion in an effort to reduce prescription drug misuse, and highlighted the use of PDMPs as a policy tool. This study documents evidence that PDMPs might be having measurable impact.
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If the opioid crisis in the US is to be "solved" it will require a multilevel initiative engaging all sectors of the healthcare system.
“If the opioid crisis in the US is to be “solved” it will require a multilevel initiative engaging all sectors of the healthcare system (186).”
From A Biopsychosocial Overview of the Opioid Crisis: Considering Nutrition and Gastrointestinal Health (2019) · cites this paper as [186]
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Increases in drug and opioid overdose deaths — United States, 2000–2014
Rudd, R. A., Aleshire, N., Zibbell, J. E., & Gladden, R. M. (2016) · MMWR Morbidity and Mortality Weekly Report · doi:10.15585/mmwr.mm6450a3 · Cited by 1,859 · see citing works
Relationship between Nonmedical Prescription-Opioid Use and Heroin Use
Compton, W. M., Jones, C. M., & Baldwin, G. T. (2016) · New England Journal of Medicine · doi:10.1056/nejmra1508490 · Cited by 1,044 · see citing works
Increases in Drug and Opioid Overdose Deaths—United States, 2000–2014
Rudd, R. A., Aleshire, N., Zibbell, J. E., & Gladden, R. M. (2016) · American Journal of Transplantation · doi:10.1111/ajt.13776 · Cited by 352 · see citing works
Results from the 2006 National Survey on Drug Use and Health
(2007) · PsycEXTRA Dataset · doi:10.1037/e723702007-017 · Cited by 338 · see citing works
Bao, Y., Pan, Y., Taylor, A., Radakrishnan, S., Luo, F., Pincus, H. A., & Schackman, B. R. (2016) · Health Affairs · doi:10.1377/hlthaff.2015.1673 · Cited by 322 · see citing works
Patrick, S. W., Fry, C., Jones, T. F., & Buntin, M. B. (2016) · Health Affairs · doi:10.1377/hlthaff.2015.1496 · Cited by 301 · see citing works
State Legal Restrictions and Prescription-Opioid Use among Disabled Adults
Meara, E. R., Horwitz, J. R., Powell, W., McClelland, L., Zhou, W., O’Malley, A. J., & Morden, N. E. (2016) · New England Journal of Medicine · doi:10.1056/nejmsa1514387 · Cited by 251 · see citing works
(2010) · PsycEXTRA Dataset · doi:10.1037/e562742010-002 · Cited by 224 · see citing works
Cai, R., Crane, E., Poneleit, K., & Paulozzi, L. J. (2010) · Journal of Pain & Palliative Care Pharmacotherapy · doi:10.3109/15360288.2010.503730 · Cited by 197 · see citing works
Prescription opioid abuse, pain and addiction: Clinical issues and implications
Ling, W. W., Mooney, L. J., & Hillhouse, M. P. (2011) · Drug and Alcohol Review · doi:10.1111/j.1465-3362.2010.00271.x · Cited by 181 · see citing works
Chang, H., Lyapustina, T., Rutkow, L., Daubresse, M., Richey, M., Faul, M., Stuart, E. A., & Alexander, G. C. (2016) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2016.04.033 · Cited by 114 · see citing works
Post-Discharge Treatment Engagement Among Patients with an Opioid-Use Disorder
Naeger, S., Mutter, R. L., Ali, M. M., Mark, T. L., & Hughey, L. (2016) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2016.07.004 · Cited by 98 · see citing works
Self-citationPrescriptions Filled Following an Opioid-Related Hospitalization
Naeger, S., Ali, M. M., Mutter, R. L., Mark, T. L., & Hughey, L. (2016) · Psychiatric Services · doi:10.1176/appi.ps.201500538 · Cited by 32 · see citing works
Self-citationOwens, P. L., Barrett, M. L., Weiss, A. J., et al. (2006) · Europe PMC (PubMed Central) · Cited by 21 · see citing works
Ali, M. M., & Mutter, R. L. (2016) · Maryland Shared Open Access Repository (USMAI Consortium) · doi:10.13016/m27m53-jcby · Cited by 11 · see citing works
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Rhodes, E., Wilson, M., Robinson, A., Hayden, J. A., & Asbridge, M. (2019) · BMC Health Services Research · doi:10.1186/s12913-019-4642-8 · Cited by 103 · see citing works
Schifano, F., Chiappini, S., Corkery, J. M., & Guirguis, A. (2019) · Frontiers in Pharmacology · doi:10.3389/fphar.2019.00046 · Cited by 55 · see citing works
A Biopsychosocial Overview of the Opioid Crisis: Considering Nutrition and Gastrointestinal Health
Wiss, D. A. (2019) · Frontiers in Public Health · doi:10.3389/fpubh.2019.00193 · Cited by 41 · see citing works
- Authors
- Ali, M. M., Dowd, W. N., Classen, T., Mutter, R., & Novak, S. P.
- Affiliations
- Substance Abuse and Mental Health Services Administration (US)
- RTI International (US)
- Loyola University Chicago (US)
- Corresponding author
- Ali, Mir M.
- Venue
- Addictive Behaviors
- Publisher
- Elsevier BV
- Published
- 2017-06
- Volume
- 69
- Pages
- 65-77
- ISSN
- 0306-4603 (ISSN-L)
- OpenAlex
- W2570063599
- Cited by
- 153
- References
- 15
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 4 · 2023: 13 · 2022: 18 · 2021: 25 · 2020: 18 · 2019: 32 · 2018: 24 · 2017: 13 · 2013: 1
- FWCI
- 22.41
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- public-domain
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- Locations
- Addictive Behaviors (publishedVersion)
- PubMed (publishedVersion)
- Lancaster EPrints (Lancaster University) (submittedVersion)
- Maryland Shared Open Access Repository (USMAI Consortium) (submittedVersion, public-domain)
- Digital Repository at the University of Maryland (University of Maryland College Park) (public-domain)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Opioid Use Disorder Treatment
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Healthcare Policy and Management
- Keywords
- prescription drug monitoring programs, prescription opioid misuse, heroin use, doctor shopping, opioid availability, drug policy evaluation, opioid use disorder, opioid initiation
- MeSH terms
- Prescription Drug Monitoring Programs, Adolescent, Adult, Aged, Female, Health Surveys, Heroin Dependence, Humans, Male, Middle Aged, United States, Young Adult, Prescription Drug Misuse
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