The DOI matches its Crossref record; 89 of the 90 references it cites were found in a registry or an index.
Dissemination of Contingency Management for the Treatment of Opioid Use Disorder
Open accessAbstract
Contingency management is an intervention for substance use disorders based on operant principles. The evidence base in support of contingency management is massive. It is effective in treating substance use disorder in general and opioid use disorder in particular. Dissemination has remained slow despite the urgency created by the opioid epidemic. Key barriers include a lack of expertise, time, and money. Implementing contingency management with smartphones eliminates the need for special training. It also solves logistical issues and requires little time on the part of clinicians. Thus, remaining barriers relate to cost. Federal anti-kickback regulations complicate solutions to the cost barrier. Other important regulatory challenges related to cost include the lack of billing codes and the difficulty of obtaining FDA approval for digital therapeutics. Even after the cost barrier is overcome, provider adoption is not guaranteed. Incentivizing providers for collaborative care may increase adoption and generate referrals. Recently proposed legislation and governmental policy statements provide optimism regarding the near-term large-scale adoption of contingency management in the treatment of opioid use disorder.
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“less than 10% of addiction treatment programs utilize CM. 47”
From The ASAM/AAAP Clinical Practice Guideline on the Management of Stimulant Use Disorder (2024) · cites this paper as [47]
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Cites
Hao (2015) · doi:10.1002/14651858 · Cited by 11,321
Sordo, L., Barrio, G., Bravo, M. J., Indave, B. I., Degenhardt, L., Wiessing, L., Ferri, M., & Pastor-Barriuso, R. (2017) · BMJ · doi:10.1136/bmj.j1550 · Cited by 1,816 · cited 1×
“Medications such as methadone and buprenorphine (Suboxone®) are effective in promoting abstinence from illicit opioids and preventing drug overdose (Sordo et al., 2017; Strain et al., 1994).”
BackgroundA Meta-Analytic Review of Psychosocial Interventions for Substance Use Disorders
Dutra, L., Stathopoulou, G., Basden, S. L., Leyro, T. M., Powers, M. B., & Otto, M. W. (2008) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2007.06111851 · Cited by 1,287
Toward a behavioral economic understanding of drug dependence: delay discounting processes
Bickel, W. K., & Marsch, L. A. (2001) · Addiction · doi:10.1046/j.1360-0443.2001.961736.x · Cited by 1,117
Contingency management for treatment of substance use disorders: a meta‐analysis
Prendergast, M., Podus, D., Finney, J., Greenwell, L., & Roll, J. (2006) · Addiction · doi:10.1111/j.1360-0443.2006.01581.x · Cited by 877
A meta-analysis of voucher-based reinforcement therapy for substance use disorders
Lussier, J. P., Heil, S. H., Mongeon, J. A., Badger, G. J., & Higgins, S. T. (2006) · Addiction · doi:10.1111/j.1360-0443.2006.01311.x · Cited by 858
Incentives Improve Outcome in Outpatient Behavioral Treatment of Cocaine Dependence
Higgins, S. T. (1994) · Archives of General Psychiatry · doi:10.1001/archpsyc.1994.03950070060011 · Cited by 806
SOME STILL‐CURRENT DIMENSIONS OF APPLIED BEHAVIOR ANALYSIS
Baer, D. M., Wolf, M. M., & Risley, T. R. (1987) · Journal of Applied Behavior Analysis · doi:10.1901/jaba.1987.20-313 · Cited by 758
The behavioral economics of substance use disorders: reinforcement pathologies and their repair
Bickel, W. K., Johnson, M. W., Koffarnus, M. N., MacKillop, J., & Murphy, J. G. (2014) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032813-153724 · Cited by 655
Effects of pay for performance in health care: A systematic review of systematic reviews
Eijkenaar, F., Emmert, M., Scheppach, M., & Schöffski, O. (2013) · Health Policy · doi:10.1016/j.healthpol.2013.01.008 · Cited by 562
Flagged first, then by citations
1 of the 90 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- Alford, D. P., LaBelle, C. T., & Kretsch, N. (2011). Collaborative care of opioid-addicted patients in primary care using buprenorphine. Health Care Reform, 171(5), 425–431.
- Andrade, L. F., & DeFulio, A. (2017). Contingency management treatments for drug use. In J. C. Todorov (Ed.), Trends in behavior analysis (Vol. 2, pp. 4–37). Mauricio Galinkin/Technopolitik.
- National Institute on Drug Abuse. (1978). Self-administration of abused substances: Methods for study. Research Monograph, 20, NTIS PB 288471.
Cited by
Sorted by citations
The ASAM/AAAP Clinical Practice Guideline on the Management of Stimulant Use Disorder
(2024) · Journal of Addiction Medicine · doi:10.1097/adm.0000000000001299 · Cited by 78
Khazanov, G. K., McKay, J. R., & Rawson, R. A. (2024) · Addiction · doi:10.1111/add.16497 · Cited by 28
DeFulio, A., Brown, H. D., Davidson, R. M., Regnier, S. D., Kang, N., & Ehart, M. (2023) · Behavior Analysis in Practice · doi:10.1007/s40617-022-00730-8 · Cited by 22
Self-citationDallery, J., Ives, L., & Knerr, A. W. (2023) · Preventive Medicine · doi:10.1016/j.ypmed.2023.107518 · Cited by 18
Regnier, S. D., Traxler, H. K., Devoto, A., & DeFulio, A. (2022) · Perspectives on Behavior Science · doi:10.1007/s40614-022-00358-7 · Cited by 17
Self-citation
Metadata
- Authors
- DeFulio, A.
- Affiliations
- Western Michigan University (US)
- Corresponding author
- DeFulio, Anthony
- ORCID
- DeFulio, Anthony
- Venue
- Perspectives on Behavior Science
- Published
- 2022-02-10
- Volume
- 46
- Issue
- 1
- Pages
- 35-49
- ISSN
- 2520-8969 (ISSN-L)
- 2520-8977
- PMC
- PMC10050478
- OpenAlex
- W4210996964
- Cited by
- 28
- References
- 90
- Citations by year
- 2026: 2 · 2025: 7 · 2024: 10 · 2023: 5 · 2022: 4
- FWCI
- 5.49
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- Locations
- Perspectives on Behavior Science (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Opioid Use Disorder Treatment
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Keywords
- contingency management, opioid use disorder, dissemination, opioid epidemic, digital therapeutics, cost barriers, billing codes, FDA approval, provider adoption, collaborative care
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