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2.
Pharmacoepidemiol Drug Saf ; 33(5): e5805, 2024 May.
Article in English | MEDLINE | ID: mdl-38720402

ABSTRACT

PURPOSE: In drug studies, research designs requiring no prior exposure to certain drug classes may restrict important populations. Since abuse-deterrent formulations (ADF) of opioids are routinely prescribed after other opioids, choice of study design, identification of appropriate comparators, and addressing confounding by "indication" are important considerations in ADF post-marketing studies. METHODS: In a retrospective cohort study using claims data (2006-2018) from a North Carolina private insurer [NC claims] and Merative MarketScan [MarketScan], we identified patients (18-64 years old) initiating ADF or non-ADF extended-release/long-acting (ER/LA) opioids. We compared patient characteristics and described opioid treatment history between treatment groups, classifying patients as traditional (no opioid claims during prior six-month washout period) or prevalent new users. RESULTS: We identified 8415 (NC claims) and 147 978 (MarketScan) ADF, and 10 114 (NC claims) and 232 028 (MarketScan) non-ADF ER/LA opioid initiators. Most had prior opioid exposure (ranging 64%-74%), and key clinical differences included higher prevalence of recent acute or chronic pain and surgery among patients initiating ADFs compared to non-ADF ER/LA initiators. Concurrent immediate-release opioid prescriptions at initiation were more common in prevalent new users than traditional new users. CONCLUSIONS: Careful consideration of the study design, comparator choice, and confounding by "indication" is crucial when examining ADF opioid use-related outcomes.


Subject(s)
Abuse-Deterrent Formulations , Analgesics, Opioid , Opioid-Related Disorders , Practice Patterns, Physicians' , Research Design , Humans , Analgesics, Opioid/administration & dosage , Retrospective Studies , Middle Aged , Male , Female , Adult , Opioid-Related Disorders/prevention & control , Opioid-Related Disorders/epidemiology , Practice Patterns, Physicians'/statistics & numerical data , Practice Patterns, Physicians'/standards , Young Adult , Adolescent , North Carolina/epidemiology , Delayed-Action Preparations , Cohort Studies , Drug Prescriptions/statistics & numerical data
3.
J Addict Med ; 18(3): 319-326, 2024.
Article in English | MEDLINE | ID: mdl-38598300

ABSTRACT

OBJECTIVE: Buprenorphine is a medication for opioid use disorder that reduces mortality. This study aims to investigate the less well-understood relationship between the dose in the early stages of treatment and the subsequent risk of death. METHODS: We used Kentucky prescription monitoring data to identify adult Kentucky residents initiating transmucosal buprenorphine medication for opioid use disorder (January 2017 to November 2019). Average daily buprenorphine dose for days covered in the first 30 days of treatment was categorized as ≤8 mg, >8 to ≤16 mg, and >16 mg. Patients were followed for 365 days after the first 30 days of buprenorphine treatment. Endpoints were opioid-involved overdose death and death from other causes. Causes and dates of death were obtained using Kentucky death certificate records. Associations were evaluated using multivariable Fine and Gray models adjusting for patient baseline characteristics. RESULTS: In the cohort of 49,857 patients, there were 227 opioid-involved overdose deaths and 459 deaths from other causes. Compared with ≤8 mg, the adjusted subdistribution hazard ratio (aSHR) of opioid-involved overdose death decreased by 55% (aSHR, 0.45; 95% confidence interval [CI], 0.34-0.60) and 64% (aSHR, 0.36; 95% CI, 0.25-0.52) for patients receiving doses of >8 to ≤16 mg and >16 mg, respectively. The incidence of death from other causes was lower in patients receiving >8 to ≤16 mg (aSHR, 0.78; 95% CI, 0.62-0.98) and >16 mg (aSHR, 0.62; 95% CI, 0.47-0.80) versus ≤8 mg dose. CONCLUSIONS: Higher first 30-day buprenorphine doses were associated with reduced opioid-involved overdose death and death from other causes, supporting benefit of higher dosing in reducing mortality.


Subject(s)
Buprenorphine , Opiate Substitution Treatment , Opioid-Related Disorders , Humans , Buprenorphine/administration & dosage , Female , Male , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/mortality , Adult , Kentucky/epidemiology , Middle Aged , Opiate Substitution Treatment/methods , Analgesics, Opioid/administration & dosage , Opiate Overdose/drug therapy , Opiate Overdose/mortality , Young Adult , Dose-Response Relationship, Drug , Narcotic Antagonists/administration & dosage , Narcotic Antagonists/therapeutic use , Drug Overdose/mortality , Cause of Death
4.
J Am Pharm Assoc (2003) ; 64(3): 102021, 2024.
Article in English | MEDLINE | ID: mdl-38307248

ABSTRACT

BACKGROUND: According to a standing order in North Carolina (NC), naloxone can be purchased without a provider prescription. OBJECTIVE: The objective of this study is to examine whether same-day naloxone accessibility and cost vary by pharmacy type and rurality in NC. METHODS: A cross-sectional telephone audit of 202 NC community pharmacies stratified by pharmacy type and county of origin was conducted in March and April 2023. Trained "secret shoppers" enacted a standardized script and recorded whether naloxone was available and its cost. We examined the relationship between out-of-pocket naloxone cost, pharmacy type, and rurality. RESULTS: Naloxone could be purchased in 53% of the pharmacies contacted; 26% incorrectly noting that naloxone could be filled only with a provider prescription and 21% did not sell naloxone. Naloxone availability by standing order was statistically different by pharmacy type (chain/independent) (χ2 = 20.58, df = 4, P value < 0.001), with a higher frequency of willingness to dispense according to the standing order by chain pharmacies in comparison to independent pharmacies. The average quoted cost for naloxone nasal spray at chain pharmacies was $84.69; the cost was significantly more ($113.54; P < 0.001) at independent pharmacies. Naloxone cost did not significantly differ by pharmacy rurality (F2,136 = 2.38, P = 0.10). CONCLUSION: Approximately half of NC community pharmacies audited dispense naloxone according to the statewide standing order, limiting same-day access to this life-saving medication. Costs were higher at independent pharmacies, which could be due to store-level policies. Future studies should further investigate these cost differences, especially as intranasal naloxone transitions from a prescription only to over-the-counter product.


Subject(s)
Community Pharmacy Services , Health Services Accessibility , Naloxone , Narcotic Antagonists , Naloxone/supply & distribution , Naloxone/administration & dosage , Naloxone/economics , North Carolina , Humans , Cross-Sectional Studies , Narcotic Antagonists/economics , Narcotic Antagonists/supply & distribution , Narcotic Antagonists/administration & dosage , Health Services Accessibility/economics , Community Pharmacy Services/economics , Standing Orders , Pharmacies/economics , Pharmacies/statistics & numerical data
5.
Epidemiology ; 35(1): 7-15, 2024 Jan 01.
Article in English | MEDLINE | ID: mdl-37820243

ABSTRACT

BACKGROUND: Severe skin and soft tissue infections related to injection drug use have increased in concordance with a shift to heroin and illicitly manufactured fentanyl. Opioid agonist therapy medications (methadone and buprenorphine) may improve long-term outcomes by reducing injection drug use. We aimed to examine the association of medication use with mortality among people with opioid use-related skin or soft tissue infections. METHODS: An observational cohort study of Medicaid enrollees aged 18 years or older following their first documented medical encounters for opioid use-related skin or soft tissue infections during 2007-2018 in North Carolina. The exposure was documented medication use (methadone or buprenorphine claim) in the first 30 days following initial infection compared with no medication claim. Using Kaplan-Meier estimators, we examined the difference in 3-year incidence of mortality by medication use, weighted for year, age, comorbidities, and length of hospital stay. RESULTS: In this sample, there were 13,286 people with opioid use-related skin or soft tissue infections. The median age was 37 years, 68% were women, and 78% were white. In Kaplan-Meier curves for the total study population, 12 of every 100 patients died during the first 3 years. In weighted models, for every 100 people who used medications, there were four fewer deaths over 3 years (95% confidence interval = 2, 6). CONCLUSION: In this study, people with opioid use-related skin and soft tissue infections had a high risk of mortality following their initial healthcare visit for infections. Methadone or buprenorphine use was associated with reductions in mortality.


Subject(s)
Buprenorphine , Opioid-Related Disorders , Soft Tissue Infections , Adult , Female , Humans , Male , Analgesics, Opioid/adverse effects , Buprenorphine/therapeutic use , Hospitalization , Methadone/therapeutic use , Opiate Substitution Treatment , Opioid-Related Disorders/drug therapy , Soft Tissue Infections/complications , Soft Tissue Infections/drug therapy , Adolescent
7.
Drug Alcohol Depend ; 252: 110985, 2023 11 01.
Article in English | MEDLINE | ID: mdl-37826988

ABSTRACT

BACKGROUND: Overdose deaths involving stimulants and opioids simultaneously have raised the specter of widespread contamination of the stimulant supply with fentanyl. METHODS: We quantified prevalence of fentanyl in street methamphetamine and cocaine, stratified by crystalline texture, analyzing samples sent voluntarily to a public mail-in drug checking service (May 2021-June 2023). Samples from 77 harm reduction programs and clinics originated in 25 US states. Sample donors reported expected drug and physical descriptions. Substances were identified by gas chromatography-mass spectrometry. Negative binomial models were used to calculate fentanyl prevalence, adjusting for potential confounders related to sample selection. We also examined if xylazine changed donors' accuracy of detecting fentanyl. RESULTS: We analyzed 718 lab-confirmed samples of methamphetamine (64%) and cocaine (36%). The adjusted prevalence of fentanyl was 12.5% (95% CI: 2.2%, 22.9%) in powder methamphetamine and 14.8% (2.3%, 27.2%) in powder cocaine, with notable geographic variation. Crystalline forms of both methamphetamine (Chisq=57, p<0.001) and cocaine (Chisq=18, p<0.001) were less likely to contain fentanyl: less than 1% of crystal methamphetamine (2/276) and no crack cocaine (0/53). Heroin was present in 6.6% of powder cocaine samples. Xylazine reduced donors' ability to detect fentanyl, with correct classification dropping from 92% to 42%. CONCLUSIONS: Fentanyl was detected primarily in powder forms of methamphetamine and cocaine. Recommended interventions include expanding community-based drug checking, naloxone and fentanyl test strip distribution for people who use stimulants , and supervised drug consumption sites. New strategies to dampen variability in street drug composition are needed to reduce inadvertent fentanyl exposure.


Subject(s)
Central Nervous System Stimulants , Cocaine , Crack Cocaine , Drug Overdose , Methamphetamine , Humans , Fentanyl/analysis , Xylazine , Powders , Prevalence , Community Health Services , Analgesics, Opioid/analysis , Drug Overdose/epidemiology
8.
Subst Abuse Treat Prev Policy ; 18(1): 53, 2023 09 01.
Article in English | MEDLINE | ID: mdl-37658455

ABSTRACT

BACKGROUND: The shift from prescription to illicit drugs involved in drug poisoning deaths raises questions about the current utility of prescription drug monitoring program (PDMP) data to inform drug poisoning (overdose) prevention efforts. In this study, we describe relations between specific drugs involved in Kentucky drug poisoning deaths and antecedent controlled substance (CS) dispensing. METHODS: The study used linked death certificates and PDMP data for 2,248 Kentucky resident drug poisoning deaths in 2021. Death certificate literal text analysis identified drugs mentioned with involvement (DMI) in drug poisoning deaths. We characterized the concordance between each DMI and the CS dispensing history for this drug at varying timepoints since 2008. RESULTS: Overall, 25.5% of all decedents had dispensed CS in the month before fatal drug poisoning. Over 80% of decedents were dispensed opioid(s) since 2008; the percentage was similar regardless of opioid involvement in the poisoning death. One-third of decedents had dispensed buprenorphine for treatment of opioid use disorder since 2008, but only 6.1% had dispensed buprenorphine in the month preceding death. Fentanyl/fentanyl analogs were DMI in 1,568 (69.8%) deaths, yet only 3% had received a fentanyl prescription since 2008. The highest concordance in the month preceding death was observed for clonazepam (43.6%). CONCLUSION: Overall, concordance between CS dispensing history and the drugs involved in poisoning deaths was low, suggesting a need to reevaluate the complex relationships between prescription medication exposure and overdose death and to expand harm reduction interventions both within and outside the healthcare system to reduce drug poisoning mortality.


Subject(s)
Buprenorphine , Drug Overdose , Prescription Drugs , Humans , Controlled Substances , Analgesics, Opioid , Kentucky/epidemiology , Prescriptions , Fentanyl
9.
Harm Reduct J ; 20(1): 141, 2023 09 30.
Article in English | MEDLINE | ID: mdl-37777769

ABSTRACT

OBJECTIVES: Xylazine has emerged as a consistent part of the unregulated drug supply in recent months. We discuss major domains of xylazine's harm, current knowledge deficits, clinical and harm reduction strategies for minimizing harm, and xylazine's public health and policy context. As an interdisciplinary team from across the USA, we have pooled our knowledge to provide an overview of xylazine's current and emerging contexts. METHODS: To inform this essay, the pertinent literature was reviewed, clinical knowledge and protocols were shared by multiple clinicians with direct expertise, and policy and public health context were added by expert authors. RESULTS: We describe xylazine's major harm domains-acute poisoning, extended sedation, and wounds, along with anemia and hyperglycemia, which have been reported anecdotally but lack as clear of a connection to xylazine. Current successful practices for xylazine wound care are detailed. Understanding xylazine's epidemiology will also require greater investment in drug checking and surveillance. Finally, approaches to community-based wound care are discussed, along with an orientation to the larger policy and public health context. CONCLUSIONS: Addressing the harms of xylazine requires interdisciplinary participation, investment in community-based harm reduction strategies, and improved drug supply surveillance. The relatively unique context of xylazine demands buy-in from public health professionals, harm reduction professionals, clinicians, basic science researchers, policymakers and more.


Subject(s)
Public Health , Xylazine , Humans , Xylazine/therapeutic use , Harm Reduction
10.
Ann Epidemiol ; 872023 11.
Article in English | MEDLINE | ID: mdl-37690738

ABSTRACT

PURPOSE: Hospital visits for drug use-related bacterial and fungal infections have increased alongside overdose deaths. The incidence of mortality from these infections and the comparison to overdose mortality is not established. METHODS: This cohort study examined mortality outcomes among adults with drug use diagnoses who were insured by public and private plans during 2007 through 2018 in North Carolina. We examined bacterial- and fungal infection-related mortality and overdose mortality using cumulative incidence functions. RESULTS: Among 131,522 people with drug use diagnoses, the median age was 45 years (interquartile range: 31-57), 58% were women and 65% had an opioid use disorder diagnosis. The 1-year incidence of bacterial and fungal infection-associated mortality was progressively higher as age increased (35-49 years: 9 per 10,000 people, 50-64 years: 23 per 10,000, 65+ years: 50 per 10,000 people). Conversely, the 1-year incidence of overdose mortality was markedly lower among older adults compared to those under the age of 65 (18-34 years: 34 deaths per 10,000 people; 35-49 years: 47 per 10,000; 50-64 years: 41 per 10,000; 65+ years: 9 per 10,000). CONCLUSIONS: Bacterial and fungal infections and overdose were notable causes of death among adults with drug use diagnoses, and varied by age group.


Subject(s)
Drug Overdose , Mycoses , Opioid-Related Disorders , Humans , Female , Aged , Middle Aged , Adult , Male , Cohort Studies , North Carolina/epidemiology , Analgesics, Opioid/therapeutic use
12.
JMIR Cancer ; 9: e43749, 2023 Jul 28.
Article in English | MEDLINE | ID: mdl-37505790

ABSTRACT

BACKGROUND: Cancer treatment misinformation, or false claims about alternative cures, often spreads faster and farther than true information on social media. Cancer treatment misinformation can harm the psychosocial and physical health of individuals with cancer and their cancer care networks by causing distress and encouraging people to abandon support, potentially leading to deviations from evidence-based care. There is a pressing need to understand how cancer treatment misinformation is shared and uncover ways to reduce misinformation. OBJECTIVE: We aimed to better understand exposure and reactions to cancer treatment misinformation, including the willingness of study participants to prosocially intervene and their intentions to share Instagram posts with cancer treatment misinformation. METHODS: We conducted a survey on cancer treatment misinformation among US adults in December 2021. Participants reported their exposure and reactions to cancer treatment misinformation generally (saw or heard, source, type of advice, and curiosity) and specifically on social media (platform, believability). Participants were then randomly assigned to view 1 of 3 cancer treatment misinformation posts or an information post and asked to report their willingness to prosocially intervene and their intentions to share. RESULTS: Among US adult participants (N=603; mean age 46, SD 18.83 years), including those with cancer and cancer caregivers, almost 1 in 4 (142/603, 23.5%) received advice about alternative ways to treat or cure cancer. Advice was primarily shared through family (39.4%) and friends (37.3%) for digestive (30.3%) and natural (14.1%) alternative cancer treatments, which generated curiosity among most recipients (106/142, 74.6%). More than half of participants (337/603, 55.9%) saw any cancer treatment misinformation on social media, with significantly higher exposure for those with cancer (53/109, 70.6%) than for those without cancer (89/494, 52.6%; P<.001). Participants saw cancer misinformation on Facebook (39.8%), YouTube (27%), Instagram (22.1%), and TikTok (14.1%), among other platforms. Participants (429/603, 71.1%) thought cancer treatment misinformation was true, at least sometimes, on social media. More than half (357/603, 59.2%) were likely to share any cancer misinformation posts shown. Many participants (412/603, 68.3%) were willing to prosocially intervene for any cancer misinformation posts, including flagging the cancer treatment misinformation posts as false (49.7%-51.4%) or reporting them to the platform (48.1%-51.4%). Among the participants, individuals with cancer and those who identified as Black or Hispanic reported greater willingness to intervene to reduce cancer misinformation but also higher intentions to share misinformation. CONCLUSIONS: Cancer treatment misinformation reaches US adults through social media, including on widely used platforms for support. Many believe that social media posts about alternative cancer treatment are true at least some of the time. The willingness of US adults, including those with cancer and members of susceptible populations, to prosocially intervene could initiate the necessary community action to reduce cancer treatment misinformation if coupled with strategies to help individuals discern false claims.

13.
Harm Reduct J ; 20(1): 99, 2023 07 29.
Article in English | MEDLINE | ID: mdl-37516836

ABSTRACT

BACKGROUND: People Who Use Drugs (PWUD) have lower vaccination uptake than the general population, and disproportionately experience the burden of harms from vaccine-preventable diseases. We conducted a national qualitative study to: (1) identify the barriers and facilitators to receiving COVID-19 vaccinations among PWUD; and (2) identify interventions to support PWUD in their decision-making. METHODS: Between March and October 2022, semi-structured interviews with PWUD across Canada were conducted. Fully vaccinated (2 or more doses) and partially or unvaccinated (1 dose or less) participants were recruited from a convenience sample to participate in telephone interviews to discuss facilitators, barriers, and concerns about receiving COVID-19 vaccines and subsequent boosters, and ways to address concerns. A total of 78 PWUD participated in the study, with 50 participants being fully vaccinated and 28 participants partially or unvaccinated. Using thematic analysis, interviews were coded based on the capability, opportunity, and motivation-behavior (COM-B) framework. RESULTS: Many partially or unvaccinated participants reported lacking knowledge about the COVID-19 vaccine, particularly in terms of its usefulness and benefits. Some participants reported lacking knowledge around potential long-term side effects of the vaccine, and the differences of the various vaccine brands. Distrust toward government and healthcare agencies, the unprecedented rapidity of vaccine development and skepticism of vaccine effectiveness were also noted as barriers. Facilitators for vaccination included a desire to protect oneself or others and compliance with government mandates which required individuals to get vaccinated in order to access services, attend work or travel. To improve vaccination uptake, the most trusted and appropriate avenues for vaccination information sharing were identified by participants to be people with lived and living experience with drug use (PWLLE), harm reduction workers, or healthcare providers working within settings commonly visited by PWUD. CONCLUSION: PWLLE should be supported to design tailored information to reduce barriers and address mistrust. Resources addressing knowledge gaps should be disseminated in areas and through organizations where PWUD frequently access, such as harm reduction services and social media platforms.


Subject(s)
COVID-19 Vaccines , COVID-19 , Humans , COVID-19/prevention & control , Vaccination , Canada , Government
14.
Am J Public Health ; 113(7): 708, 2023 07.
Article in English | MEDLINE | ID: mdl-37285571
15.
ACS Chem Neurosci ; 14(11): 1921-1929, 2023 06 07.
Article in English | MEDLINE | ID: mdl-37159430

ABSTRACT

Opioid use disorder (OUD) affects millions of people throughout the United States, yet there are only three Food and Drug Administration-approved pharmacological treatments. Though these treatments have been shown to be effective, the number of overdose deaths continues to rise. The increase of fentanyl, fentanyl analogs, and adulterants in the illicit drug supply has further complicated treatment strategies. Preclinical researchers strive to model OUD to better understand this complicated disorder, and this research is a critical enabler for the development of novel treatments. As a result, there are many different preclinical models of OUD. Often, researchers form strong opinions on what they believe to be the "best" model to mimic the human condition. Here, we argue that researchers should be supportive of multiple models to promote new perspectives and discoveries and always consider the trends in human opioid use when designing preclinical studies. We describe the benefits of contingent and noncontingent models as well as models of opioid withdrawal and how each of these can help illuminate different components of OUD.


Subject(s)
Drug Overdose , Opiate Overdose , Opioid-Related Disorders , Humans , United States , Analgesics, Opioid/pharmacology , Analgesics, Opioid/therapeutic use , Opiate Overdose/drug therapy , Opioid-Related Disorders/drug therapy , Fentanyl , Drug Overdose/drug therapy
17.
Drug Alcohol Depend ; 242: 109727, 2023 01 01.
Article in English | MEDLINE | ID: mdl-36516549

ABSTRACT

BACKGROUND: The potential misapplication of current opioid prescribing policies remains understudied and may have substantial adverse implications for patient safety. METHODS: We used autoregressive integrated moving average models to assess level and trend changes in monthly 1) prescribing rates, 2) days' supply, and 3) daily morphine milligram equivalents (MME) of incident opioid prescriptions relative to 1) a state medical board initiative to reduce high-dose and -volume opioid prescribing and 2) legislation to limit initial opioid prescriptions for acute and postsurgical pain. We examined outcomes by pain indication overall and by cancer history, using prescribing patterns for benzodiazepines to control for temporal trends. We used large private health insurance claims data to include North Carolina residents, aged 18-64, insured at any point between January 2012 and August 2018. RESULTS: After the medical board initiative, prescribing patterns for chronic pain patients did not change; conversely, acute and postsurgical pain patients experienced immediate declines in daily MME. Post-legislation prescription rates did not decline for those with acute, postsurgical, and non-cancer pain, but instead declined among cancer patients with chronic pain. Chronic pain patients experienced the largest days' supply declines post-legislation, instead of acute and postsurgical pain patients. CONCLUSIONS: We found mixed evidence on the potential impact of two opioid prescribing policies, with some observed declines in a group not intended to be impacted by the policy. This study provides evidence of the need for clearer opioid prescribing policies to ensure impacts on intended populations and avoid unintended consequences.


Subject(s)
Analgesics, Opioid , Chronic Pain , Humans , Analgesics, Opioid/therapeutic use , Chronic Pain/drug therapy , North Carolina , Interrupted Time Series Analysis , Practice Patterns, Physicians' , Pain, Postoperative/chemically induced , Pain, Postoperative/drug therapy , Policy , Drug Prescriptions
18.
Article in English | MEDLINE | ID: mdl-38798786

ABSTRACT

Opioid dependence and overdose are serious public health concerns. States have responded by enacting legislation regulating opioid-prescribing practices. Through in-depth interviews with clinicians, state officials, and organizational stakeholders, this paper examines opioid prescribing limits legislation (PLL) in North Carolina and how it impacts clinical practice. Since the advent of PLL, clinicians report being more mindful when prescribing opioids and as expected, writing for shorter durations for both acute and postoperative pain. But clinicians also report prescribing opioids less frequently for acute pain, refusing to write second opioid prescriptions, foisting responsibility for patient pain care onto other clinicians, and no longer writing opioid prescriptions for chronic pain patients. They directly credit PLL for these changes, including institutional policies enacted in response to PLL, and, to a lesser degree, notions of "do no harm." However, we argue that misapplication of and ambiguities in PLL along with defensive medicine practices whereby clinicians and their institutions center their legal interests over patient care, amplify these restrictive changes in clinical practice. Clinicians' narratives reveal downstream consequences for patients including undertreated pain, being viewed as drug-seeking when questioning opioid-prescribing decisions, and having to overuse the medical system to achieve pain relief.

20.
Pharmacoepidemiol Drug Saf ; 31(12): 1253-1261, 2022 12.
Article in English | MEDLINE | ID: mdl-36053913

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.


Subject(s)
Pharmacies , Prescription Drug Monitoring Programs , Humans , Analgesics, Opioid/therapeutic use , Drug Prescriptions , Pharmacists , Practice Patterns, Physicians'
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