Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2022 Dec;31(12):1253-1261.
doi: 10.1002/pds.5528. Epub 2022 Aug 30.

Accuracy and validity of reported opioid prescription days' supply

Affiliations

Accuracy and validity of reported opioid prescription days' supply

Dustin K Miracle et al. Pharmacoepidemiol Drug Saf. 2022 Dec.

Abstract

Purpose: The primary objective of this study was to estimate the percentage of opioid analgesic (OA) prescriptions dispensed by Kentucky independent pharmacies with correctly entered days' supply in the state prescription drug monitoring program (PDMP) system in 2019.

Methods: Using a two-stage cluster design, pharmacies were sampled with probabilities proportional to the volume of dispensed OAs; 100 random OA prescriptions were sampled from PDMP records submitted by each pharmacy. Following recruitment, demographic information and hard-copy prescription data for sampled records were abstracted on-site. Days' supply was independently calculated by two pharmacists using a standard formula with disagreements adjudicated blindly by a third pharmacist. Adjudicated days' supply was compared with that submitted to the PDMP and classified as accurate/inaccurate. Descriptive statistics were used to characterize the sample and a multivariable logistic regression model was used to assess the relationship between accuracy and prescription/practice-related factors.

Results: A total of 1281 OA prescriptions were reviewed at 13 participating pharmacies. Accuracy of reported OA days' supply was 89.85%, (95% CI: 86.90, 92.80). Factors associated with accuracy were presence of special instructions from the prescriber (OR 3.13 [95% CI: 1.43, 6.82]), presence of 'as-needed' directions (OR 0.29 [95% CI: 0.18, 0.47]), and billing to a third-party payer (OR 1.43 [95% CI: 1.01, 2.02]).

Conclusions: Accuracy of OA days' supply reported to the state PDMP was found to be moderately high. Certain prescription-related factors influence accuracy and should be accounted for in future studies. Patterns, including opioid 'split-billing' were identified and may impact validity of PDMP and administrative claims studies.

Keywords: PDMP; accuracy; days' supply; opioids; prescription billing; validation; validity.

PubMed Disclaimer

Conflict of interest statement

Conflicts of Interest: ND is a member of the Scientific Advisory Board of the non-profit RADARS System, Denver Health and Hospitals Authority, Denver, Colorado, USA. Other authors declare no conflicts of interest or financial relationships.

References

    1. Prescription Opioids | CDC’s Response to the Opioid Overdose Epidemic | CDC. Published October 2, 2021. Accessed November 9, 2021. https://www.cdc.gov/opioids/basics/prescribed.html
    1. Hackman HH, Young LD, Galanto D, Johnson D, Xuan Z. Opioid days’ supply limits: an interrupted time-series analysis of opioid prescribing before and following a Massachusetts law. Am J Drug Alcohol Abuse. 2021;47(3):350–359. doi:10.1080/00952990.2020.1853140 - DOI - PubMed
    1. Sun EC, Darnall BD, Baker LC, Mackey S. Incidence of and Risk Factors for Chronic Opioid Use Among Opioid-Naive Patients in the Postoperative Period. JAMA Intern Med. 2016;176(9):1286–1293. doi:10.1001/jamainternmed.2016.3298 - DOI - PMC - PubMed
    1. Fleming JN, Zhang J, Taber DJ, et al. The effect of targeted insurer-mandated prescription monitoring on opioid prescribing patterns. J Am Pharm Assoc JAPhA. 2020;60(4):559–564. doi:10.1016/j.japh.2019.12.019 - DOI - PubMed
    1. Mikosz CA, Zhang K, Haegerich T, et al. Indication-Specific Opioid Prescribing for US Patients With Medicaid or Private Insurance, 2017. JAMA Netw Open. 2020;3(5):e204514. doi:10.1001/jamanetworkopen.2020.4514 - DOI - PMC - PubMed

Publication types

Substances