Skip to main content
Log in

Prescription drug monitoring program policy reform: human and veterinary practitioner prescribing in West Virginia, 2008–2020

  • Original Article
  • Published:
Journal of Public Health Policy Aims and scope Submit manuscript

Abstract

No study has examined Prescription Drug Monitoring Program (PDMP) data for West Virginia or among specialty practices, such as veterinary medicine. The objectives of this study were to conduct time series modeling to describe the PDMP policy reform impact on prescribing rates for human and veterinary providers. We obtained data from the WV PDMP for 2008 through 2020 for the number of opioid prescriptions filled and providers. We estimated prescribing rates for human and veterinary providers separately based upon the top five opioids prescribed by veterinarians. We estimated temporal effects using a Bayesian log-normal time series model for humans and veterinarians separately. Throughout the study period prescribing rates increased significantly for veterinarians, and decreased for human providers, particularly during 2018 after implementation of the Opioid Reduction Act. Findings provide novel insight into the differential impact of policy on specialty practices and highlight decreasing human opioid prescribing observed elsewhere.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  1. McDonald DC, Carlson K, Izrael D. Geographic variation in opioid prescribing in the US. The Journal of Pain. 2012;13(10):988–96.

    Article  Google Scholar 

  2. What States Need to Know about PDMPs | Drug Overdose | CDC Injury Center. https://www.cdc.gov/drugoverdose/pdmp/states.html. Accessed November 12, 2019.

  3. Worley J. Prescription drug monitoring programs, a response to doctor shopping: purpose, effectiveness, and directions for future research. Issues Ment Health Nurs. 2012;33(5):319–28. https://doi.org/10.3109/01612840.2011.654046.

    Article  Google Scholar 

  4. Deyo RA, Irvine JM, Millet LM, et al. Measures such as interstate cooperation would improve the efficacy of programs to track controlled drug prescriptions. Health Aff. 2013;32(3):603–13. https://doi.org/10.1377/hlthaff.2012.0945.

    Article  Google Scholar 

  5. Lin HC, Wang Z, Boyd C, Simoni-Wastila L, Buu A. Associations between statewide prescription drug monitoring program (PDMP) requirement and physician patterns of prescribing opioid analgesics for patients with non-cancer chronic pain. Addict Behav. 2018;76:348–54.

    Article  Google Scholar 

  6. Rutkow L, Turner L, Lucas E, Hwang C, Alexander GC. Most primary care physicians are aware of prescription drug monitoring programs, but many find the data difficult to access. Health Aff. 2015;34(3):484–92.

    Article  Google Scholar 

  7. WV Legislature "Senate Bill 437" http://www.wvlegislature.gov/Bill_Status/bills_text.cfm?billdoc=sb437%20sub3.htm&yr=2012&sesstype=RS&i=437 Accessed November 12, 2019

  8. WV Legislature "Senate Bill 273" http://www.wvlegislature.gov/Bill_Status/bills_text.cfm?billdoc=SB273%20INTR.htm&yr=2018&sesstype=RS&i=273. Accessed August 10, 2020.

  9. Gugelmann HM, Perrone J. Can prescription drug monitoring programs help limit opioid abuse? JAMA-J Am Med Assoc. 2011;306(20):2258–9. https://doi.org/10.1001/jama.2011.1712.

    Article  Google Scholar 

  10. Bao Y, Pan Y, Taylor A, et al. Prescription drug monitoring programs are associated with sustained reductions in opioid prescribing by physicians. Health Aff. 2016;35(6):1045–51. https://doi.org/10.1377/hlthaff.2015.1673.

    Article  Google Scholar 

  11. Grecu AM, Dave DM, Saffer H. Mandatory access prescription drug monitoring programs and prescription drug abuse. J Policy Anal Manag. 2019;38(1):181–209. https://doi.org/10.1002/pam.22098.

    Article  Google Scholar 

  12. Epstein ME, Rodan I, Griffenhagen G, Kadrlik J, Petty MC, Robertson SA, Simpson W. 2015 AAHA/AAFP pain management guidelines for dogs and cats. J Feline Med Surg. 2015;17(3):251–72.

    Article  Google Scholar 

  13. Addicts using pets to score drugs, veterinarians warn—CBS News. https://www.cbsnews.com/news/addicts-turning-to-abusing-pets-to-score-drugs-veterinarians-warn/. Accessed November 12, 2019.

  14. How vets can help with opioid crisis—Veterinary Practice News. https://www.veterinarypracticenews.com/how-vets-can-help-with-opioid-crisis/. Accessed November 12, 2019.

  15. Mason DS, Tenney L, Hellyer PW, Newman LS. Prescription opioid epidemic: do veterinarians have a dog in the fight? Am J Public Health. 2018;108(9):1162–3. https://doi.org/10.2105/AJPH.2018.304603.

    Article  Google Scholar 

  16. Clarke DL, Drobatz KJ, Korzekwa C, Nelson LS, Perrone J. Trends in opioid prescribing and dispensing by veterinarians in Pennsylvania. JAMANetw open. 2019;2(1):e186950. https://doi.org/10.1001/jamanetworkopen.2018.6950.

    Article  Google Scholar 

  17. Centers for Disease Control and Prevention "Drug overdose Deaths" https://www.cdc.gov/drugoverdose/data/statedeaths.html. Accessed November 10, 2020.

  18. West Virginia Board of Veterinary Medicine. Accessed September 2019. https://www.wvbvm.org/

  19. Rue H, Martino S, Chopin N. Approximate Bayesian inference for latent Gaussian models using integrated nested laplace approximations (with discussion). J R Stat Soc B. 2009;71:319–92.

    Article  Google Scholar 

  20. Lindgren F, Rue H. Bayesian spatial modelling with R-INLA. J Stat Softw 2015;63(19):1–25. http://www.jstatsoft.org/v63/i19/.

  21. Rossen LM, Hedegaard H, Khan D, Warner M. County-level trends in suicide rates in the US, 2005–2015. Am J Prev Med. 2018;55(1):72–9.

    Article  Google Scholar 

  22. Buchmueller TC, Carey C. The effect of prescription drug monitoring programs on opioid utilization in Medicare. Am Econ J. 2018;10(1):77–112.

    Google Scholar 

  23. The Veterinary Profession’s Role in Addressing the Opioid Epidemic. https://www.avma.org/KB/Policies/Pages/The-Veterinary-Professions-Role-in-Addressing-the-Opioid-Epidemic.aspx. Accessed November 12, 2019.

  24. Shadle, Carolyn; Meyer J. Pets, Vets, and Opioids. Am Vet. 2017. https://www.americanveterinarian.com/journals/amvet/2018/april2018/pets-vets-and-opioids?p=2. Accessed November 12, 2019.

  25. Simpson R. (PDF) Prescription Drug Monitoring Programs Applying A One Size Fits All Approach to Human and Veterinary Medical Professionals Custom Tailoring is Needed. J Anim Environ Law. 2014;5.

  26. Cima G. States track dispensing to counter drug fraud. J Am Vet Assoc. 2017. https://www.avma.org/News/JAVMANews/Pages/170201a.aspx. Accessed November 12, 2019.

  27. National Alliance for Model State Drug Laws. States with authority to require veterinarians to report to PMP. Accessed November 2019. http:// www.namsdl.org/library/17DE8759-65BE-F4BB-A5D78AD0A1CC1A12/. Published July 2013. Accessed December 6, 2018

  28. Preston KL, Bigelow GE. Subjective and discriminative effects of drugs. Behav Pharmacol. 1991;2(4–5):293–313.

    Google Scholar 

  29. Knisely JS, Campbell ED, Dawson KS, Schnoll SH. Tramadol post-marketing surveillance in health care professionals. Drug Alcohol Depend. 2002;68(1):15–22.

    Article  Google Scholar 

  30. Deyo RA, Irvine JM, Hallvik SE, Hildebran C, Beran T, Millet LM, Marino M. Leading a horse to water: facilitating registration and use of a prescription drug monitoring program. Clin J Pain. 2015;31(9):782.

    Article  Google Scholar 

Download references

Acknowledgements

The authors thank the West Virginia Board of Pharmacy. This work was supported through National Institute of General Medical Sciences, 2U54GM104942-02, and National Institute of Drug Abuse (R21DA040187 and UG3DA044825). The authors have no conflicts of interest to report.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Brian Hendricks.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hendricks, B., Rudisill, T., Pesarsick, J. et al. Prescription drug monitoring program policy reform: human and veterinary practitioner prescribing in West Virginia, 2008–2020. J Public Health Pol 42, 249–257 (2021). https://doi.org/10.1057/s41271-021-00275-0

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1057/s41271-021-00275-0

Keywords

Navigation