INTRODUCTION
The COVID-19 pandemic created unique challenges for treatment of opioid use disorders (OUD). Opioid overdoses have increased,1 even as restrictions on prescribing of buprenorphine—used to treat OUD—have been eased by expanded access via telemedicine. Studies have examined shifts in buprenorphine prescribing during the early pandemic,2–5 but findings about initiation of buprenorphine treatment—a key parameter in assessing disruption of care—are conflicting. A study of Texas Prescription Drug Monitoring Program (PDMP) data found a marked increase in new buprenorphine patients in the first 90 days of the pandemic,2 while a study using Optum commercial data found a decrease in new buprenorphine patients.3 These studies, however, extend only 23 to 32 months into the pandemic. Moreover, studies using commercial insurance data miss key populations that do not have, or that lose, commercial insurance.3–5
To examine these trends over a longer time period and among all patients filling buprenorphine, we used all-payer controlled substance prescription data from Pennsylvania to examine changes in outpatient buprenorphine dispensing after the start of the pandemic, using data from January to October 2020 compared to a similar time period in 2019.
METHODS
We analyzed data from the Pennsylvania PDMP, which collects information on all controlled substance prescription fills in Pennsylvania, regardless of payment type. We identified all outpatient fills for buprenorphine products (excluding transdermal buprenorphine for pain) from January to October in both 2019 and 2020. Among these products, approximately 83% were buprenorphine combined with naloxone.
Each week, we calculated the total number of prescriptions filled and number of unique patients filling buprenorphine. We also calculated the number of buprenorphine-naïve patients (defined as not having filled a prescription in the previous 180 days [or 45 days as sensitivity analysis]) filling buprenorphine prescriptions each week. Finally, to parse the effect of the length of prescriptions on overall buprenorphine dispensing, we examined weekly changes in the days’ supply of buprenorphine prescriptions and the number of patients with active buprenorphine prescriptions (the number of patients with at least 1 day of supply available in a given week).
For each parameter, we performed comparative interrupted time series regression to compare trends in dispensing in 2019 and 2020 before and after the pandemic started. We defined pandemic start at calendar week 12, beginning March 22, 2020 (see the figure footnote for details). In a sensitivity analysis, we excluded week 11 as a transition period.
RESULTS
In 2020, the weekly number of patients filling buprenorphine prescriptions significantly decreased after week 12, compared to the same period in 2019 (−1106 patients per week [95% CI: −1470, −741], P<0.01; Fig. 1A, Table 1). The weekly number of buprenorphine-naïve patients filling buprenorphine prescriptions also significantly decreased (−297 patients per week [95% CI: −347, −247], P<0.01; Fig. 1B, Table 1), with an increase back to 2019 levels by August. The reduction in buprenorphine prescriptions was accompanied by an increase in the mean days’ supply (+0.65 days’ supply [95% CI: 0.38, 0.92], P<0.01; Fig. 1C, Table 1). Overall, there was no statistically significant change in patients with an active buprenorphine prescription (−167 patients per week [95% CI: −543, 209]), although the rate of growth after week 12 decreased compared to the same period in 2019 (−52 patients per week [95% CI: −71, −33], P<0.01; Fig. 1D, Table 1). Results of sensitivity analyses excluding week 11 were similar.
Table 1.
Patients filling buprenorphine prescriptions (95% CI) | P value | Buprenorphine-naïve patients (95% CI) | P value | Mean days’ supply (95% CI) | P value | Patients with active buprenorphine prescriptions (95% CI) | P value | |
---|---|---|---|---|---|---|---|---|
Change at transition | ||||||||
2019 | 267.7 (53.6, 481.7) | 0.02 | 103.3 (64.5, 142.1) | <0.001 | 0.16 (−0.01, 0.34) | 0.07 | 284.7 (109.3, 460.1) | 0.002 |
2020 | −838.1 (−1133.0, −543.2) | <0.001 | −193.5 (−224.6, −162.5) | <0.001 | 0.81 (0.61, 1.01) | <0.001 | 118.1 (−214.6, 450.7) | 0.48 |
Difference | −1105.8 (−1470.2, −741.4) | <0.001 | −296.8 (−346.5, −247.1) | <0.001 | 0.65 (0.38, 0.92) | <0.001 | −166.7 (−542.7, 209.4) | 0.38 |
Post-intervention weekly growth rate | ||||||||
2019 | 29.5 (22.4, 36.6) | <0.001 | −0.4 (−1.4, 0.6) | 0.40 | 0.018 (0.012, 0.023) | <0.001 | 123.6 (113.6, 133.6) | <0.001 |
2020 | 23.2 (18.9, 27.4) | <0.001 | 6.2 (5.4, 7.0) | <0.001 | −0.008 (−0.010, −0.006) | <0.001 | 71.6 (55.9, 87.3) | <0.001 |
Difference | −6.3 (−14.6, 1.9) | 0.13 | 6.6 (5.4, 7.9) | <0.001 | −0.026 (−0.032, −0.020) | <0.001 | −52.0 (−70.6, −33.4) | <0.001 |
The change at transition in 2019 and 2020 represents the immediate change at week 12 in the regression model (e.g., change in the weekly number of patients filling prescriptions for buprenorphine). The difference in the change at transition is the difference between the 2019 and 2020 changes. The post-intervention weekly growth rates in 2019 and 2020 are determined from regression coefficients for the treatment (2020) and control (2019) groups in the post-intervention linear time trends from the comparative interrupted time series analysis. The difference in post-intervention weekly growth rates is the difference between the 2019 and 2020 coefficients
DISCUSSION
The onset of the COVID-19 pandemic in Pennsylvania was associated with a reduction in both the number of patients filling buprenorphine prescriptions and new patients initiating buprenorphine. These changes, however, were accompanied by an increase in mean days’ supply and no overall change in the number of patients with active buprenorphine prescriptions.
Although our study was limited to Pennsylvania and only captures buprenorphine dispensed by pharmacies, it captures all payers and expands upon the time period of previous analyses, with data through October. The observed reduction in new initiation of buprenorphine has major clinical and public health importance, highlighting a deficit in treatment of OUD created by the pandemic and response, despite implementation of policies easing prescribing restrictions nationwide. Continuing to ease the ability to initiate buprenorphine through telemedicine or increasing the number of prescribers who can start therapy could attenuate the clinical impacts of these kinds of disruptions.
Funding
This analysis was supported by a contract between the Pennsylvania Department of Health and the University of Pittsburgh, funded by the Centers for Disease Control and Prevention of the US Department of Health and Human Services (HHS) as part of a financial assistance award with 100% funded by CDC/HHS (Grant No. 1 NU17CE924973-01-00). The views expressed are those of the author(s) and do not necessarily represent the official views of, nor an endorsement, by CDC/HHS, or the US Government.
Declarations
Conflict of Interest
The authors declare that they do not have a conflict of interest.
Footnotes
Publisher’s Note
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References
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