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"Prescription Drug Monitoring Programs - statistics "
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Mandatory Access Prescription Drug Monitoring Programs and Prescription Drug Abuse
2019
Despite the significant cost of prescription (Rx) drug abuse and calls from policymakers for effective interventions, there is limited research on the effects of policies intended to limit such abuse. This study estimates the effects of prescription drug monitoring (PDMP) programs, which constitute a key policy targeting access to non-medical use of Rx drugs. Based on objective indicators of abuse as measured by substance abuse treatment admissions and mortality related to Rx drugs, estimates do not suggest any substantial effects of instituting an operational PDMP. We find, however, that mandatory-access provisions, which raised PDMP utilization rates by actually requiring providers to query the PDMP prior to prescribing a controlled drug, are significantly associated with a reduction in Rx drug abuse. The effects are driven primarily by a reduction in opioid abuse, generally strongest among young adults (ages 18 to 24), and underscore important dynamics in the policy response. Robustness checks are consistent with a causal interpretation of these effects. We also assess potential spillovers of mandatory PDMPs on the use of other illicit drugs and find a complementary reduction in admissions related to cocaine and marijuana abuse.
Journal Article
The Impact of Prescription Drug Monitoring Programs and Prescribing Guidelines on Emergency Department Opioid Prescribing: A Multi-Center Survey
by
Nelson, Lewis S.
,
Perrone, Jeanmarie
,
Salzman, Matthew
in
Adult
,
Analgesics
,
Analgesics, Opioid - therapeutic use
2017
Objective. Emergency department (ED) providers are high volume but low quantity prescribers of opioid analgesics (OA). Few studies have examined differences in opioid prescribing decisions specifically among ED providers. The aim of this study was to describe OA prescribing decisions of ED providers at geographically diverse centers, including utilization of prescribing guidelines and prescription drug monitoring programs (PDMP).
Methods. This was a multi-center cross-sectional Web-based survey of ED providers who prescribe OA. Respondents were asked about their OA prescribing decisions, their use of PDMPs, and their use of prescribing guidelines. Data was analyzed using descriptive statistics and chi-square tests of association were used to assess the relationship between providers' opioid prescribing decisions and independent covariates.
Results. The total survey population was 957 individuals and 515 responded to the survey for an overall response rate of 54%. The frequency of respondents who prescribed different types of pain medication was variable between centers. Fifty-nine percent (219/369) of respondents were registered to access a PDMP, and 5% (18/369) were not aware whether their state had a PDMP. Forty percent (172/426) of respondents used OA prescribing guidelines, while 24% (103/426) did not, and 35% (151/426) were unaware of prescribing guidelines. Sixteen percent (68/439) of respondents indicated they have prescribed OA to expedite patient discharge, and 12% (54/439) to improve patient satisfaction. No significant differences in OA prescribing decisions were found between groups either by use of PDMP or by guideline adherence.
Conclusions. In this multi-center survey study of ED clinicians, OA prescribing decisions varied between centers and found some providers occasionally prescribe OA for non-medical reasons including expediting ED discharge and increasing patient satisfaction. The utilization of prescribing guidelines and PDMPs was not associated with differences in OA prescribing decisions.
Journal Article
Prescription drug monitoring programs and prescription pain medication misuse among U.S. high school students—2019
by
Liu, Kevin
,
Zhu, Motao
,
Evans, Alexander
in
Adolescent
,
Adolescents
,
Analgesics, Opioid - therapeutic use
2024
Background
Prescription drug monitoring programs (PDMPs) are state-level databases that track and inform prescribing practices to reduce prescription drug diversion and misuse. To our knowledge, only three studies have examined the impact of PDMPs on opioid-related outcomes among adolescents, and none have focused on prescription pain medication misuse among adolescents.
Methods
This study leveraged data from the 2019 National Youth Risk Behavior Survey (YRBS) to explore the associations between five categories of PDMP dimensions and the prevalence of self-reported prescription pain medication misuse. Demographic factors’ associations with self-reported prescription pain medication misuse were also examined.
Results
In 2019, none of the PDMP dimensions were associated with self-reported prescription pain medication misuse among U.S. high school students, adjusting for gender, grade, race/ethnicity, and sexual orientation.
Conclusions
None of the five PDMP dimensions were associated with lower prescription pain medication misuse, however further research is needed, especially as new YRBS data become available.
Journal Article
Evaluation of Interventions to Reduce Opioid Prescribing for Patients Discharged From the Emergency Department
by
Paquet, Jean
,
Marquis, Martin
,
Émond, Marcel
in
Analgesics, Opioid - therapeutic use
,
Emergency Medicine
,
Emergency Service, Hospital - statistics & numerical data
2022
Limiting opioid overprescribing in the emergency department (ED) may be associated with decreases in diversion and misuse.
To review and analyze interventions designed to reduce the rate of opioid prescriptions or the quantity prescribed for pain in adults discharged from the ED.
MEDLINE, Embase, CINAHL, PsycINFO, and Cochrane Controlled Register of Trials databases and the gray literature were searched from inception to May 15, 2020, with an updated search performed March 6, 2021.
Intervention studies aimed at reducing opioid prescribing at ED discharge were first screened using titles and abstracts. The full text of the remaining citations was then evaluated against inclusion and exclusion criteria by 2 independent reviewers.
Data were extracted independently by 2 reviewers who also assessed the risk of bias. Authors were contacted for missing data. The main meta-analysis was accompanied by intervention category subgroup analyses. All meta-analyses used random-effects models, and heterogeneity was quantified using I2 values.
The primary outcome was the variation in opioid prescription rate and/or prescribed quantity associated with the interventions. Effect sizes were computed separately for interrupted time series (ITS) studies.
Sixty-three unique studies were included in the review, and 45 studies had sufficient data to be included in the meta-analysis. A statistically significant reduction in the opioid prescription rate was observed for both ITS (6-month step change, -22.61%; 95% CI, -30.70% to -14.52%) and other (odds ratio, 0.56; 95% CI, 0.45-0.70) study designs. No statistically significant reduction in prescribed opioid quantities was observed for ITS studies (6-month step change, -8.64%; 95% CI, -17.48% to 0.20%), but a small, statistically significant reduction was observed for other study designs (standardized mean difference, -0.30; 95% CI, -0.51 to -0.09). For ITS studies, education, policies, and guideline interventions (6-month step change, -33.31%; 95% CI, -39.67% to -26.94%) were better at reducing the opioid prescription rate compared with prescription drug monitoring programs and laws (6-month step change, -11.18%; 95% CI, -22.34% to -0.03%). Most intervention categories did not reduce prescribed opioid quantities. Insufficient data were available on patient-centered outcomes such as pain relief or patients' satisfaction.
This systematic review and meta-analysis found that most interventions reduced the opioid prescription rate but not the prescribed opioid quantity for ED-discharged patients. More studies on patient-centered outcomes and using novel approaches to reduce the opioid quantity per prescription are needed.
PROSPERO Identifier: CRD42020187251.
Journal Article
The Role of Continuing Medical Education in Increasing Enrollment in Prescription Drug Monitoring Programs
2017
Opioid diversion, misuse, and abuse are rapidly growing problems in the United States; >60% of all drug overdose deaths involve an opioid. At least 49 states now have fully operational prescription drug monitoring programs (PDMPs) to support legitimate medical use of controlled substances; however, there is considerable underutilization of such programs.
To increase awareness of PDMPs and their use, a continuing medical education program including 2 webcasts and a series of newsletters was offered to health care providers.
Four hundred and sixty-five clinicians participated in 1 of 2 webcasts. Of those, 207 clinicians responded to a pre-survey and 64 responded to a post-survey. Slightly more than half of clinicians were registered for their state’s PDMP program before the educational intervention, and although significantly more clinicians reported increased likelihood to access their state PDMP after participation, the number that actually registered only trended toward a statistically significant increase to 74% after the education (P = 0.06). Immediate post-activity evaluation also indicated that the education significantly improved clinician knowledge of the characteristics of addiction, findings in a PDMP that would suggest diversion or abuse, and strategies to complement the use of a PDMP (P < 0.001).
Continuing medical education is effective for improving clinician knowledge and confidence related to opioid misuse, abuse, and diversion and effective use of a PDMP; however, the education did not result in a significant increase in enrollment in state PDMPs.
Journal Article
Changes in outpatient antibiotic utilization, 2000–2016: More people are receiving fewer antibiotics
by
Klompas, Michael
,
Ochoa, Aileen
,
Cocoros, Noelle M.
in
Adolescent
,
Adult
,
Ambulatory Care - statistics & numerical data
2019
We examined annual outpatient antibiotic dispensings within a health insurance plan covering ∼970,000 members per year during 2000–2016. The proportion of members with antibiotic dispensings decreased from 33.3% in 2000 to 25.9% in 2016. This trend was consistent in all stratifications of age, race/ethnicity, sex, and comorbidities.
Journal Article
Accuracy of Patient Opioid Use Reporting at the Time of Medical Cannabis License Renewal
by
Reeve, Anthony P.
,
Stith, Sarah S.
,
Vigil, Jacob M.
in
Accuracy
,
Addictive behaviors
,
Analgesics
2018
The decision to authorize a patient for continued enrollment in a state-sanctioned medical cannabis program is difficult in part due to the uncertainty in the accuracy of patient symptom reporting and health functioning including any possible effects on other medication use. We conducted a pragmatic convenience study comparing patient reporting of previous and current prescription opioid usage to the opioid prescription records in the Prescription Monitoring Program (PMP) among 131 chronic pain patients (mean age = 54; 54% male) seeking the first annual renewal of their New Mexico Medical Cannabis Program (NMMCP) license. Seventy-six percent of the patients reported using prescription opioids prior to enrollment in the NMMCP, however, the PMP records showed that only 49% of the patients were actually prescribed opioids in the six months prior to enrollment. Of the 64 patients with verifiable opioid prescriptions prior to NMMCP enrollment, 35 (55%) patients reported having eliminated the use of prescription opioids by the time of license renewal. PMP records showed that 26 patients (63% of patients claiming to have eliminated the use of opioid prescriptions and 41% of all patients with verifiable preenrollment opioid use) showed no prescription opioid activity at their first annual NMMCP renewal visit.
Journal Article
Prescription Drug Monitoring Programs Are Associated With Sustained Reductions In Opioid Prescribing By Physicians
by
Luo, Feijun
,
Pan, Yijun
,
Radakrishnan, Sharmini
in
Ambulatory care
,
Ambulatory health care
,
Ambulatory medical care
2016
State prescription drug monitoring programs are promising tools to rein in the epidemic of prescription opioid overdose. We used data from a national survey to assess the effects of these programs on the prescribing of opioid analgesics and other pain medications in ambulatory care settings at the point of care in twenty-four states from 2001 to 2010. We found that the implementation of a prescription drug monitoring program was associated with more than a 30 percent reduction in the rate of prescribing of Schedule II opioids. This reduction was seen immediately following the launch of the program and was maintained in the second and third years afterward. Effects on overall opioid prescribing and prescribing of non-opioid analgesics were limited. Increased use of these programs and the adoption of new policies and practices governing their use may have contributed to sustained effectiveness. Future studies are needed to evaluate the policies' comparative effectiveness.
Journal Article
Four States With Robust Prescription Drug Monitoring Programs Reduced Opioid Dosages
by
Zaslavsky, Alan M.
,
Haffajee, Rebecca L.
,
Larochelle, Marc R.
in
Analgesics, Opioid - supply & distribution
,
Delegates
,
Drug dosages
2018
State prescription drug monitoring programs (PDMPs) aim to reduce risky controlled-substance prescribing, but early programs had limited impact. Several states implemented robust features in 2012-13, such as mandates that prescribers register with the program and regularly check its registry database. Some states allow prescribers to fulfill the latter requirement by designating delegates to check the registry. The effects of robust PDMP features have not been fully assessed. We used commercial claims data to examine the effects of implementing robust PDMPs in four states on overall and high-risk opioid prescribing, comparing those results to trends in similar states without robust PDMPs. By the end of 2014 the absolute mean morphine-equivalent dosages that providers dispensed declined in a range of 6-77 mg per person per quarter in the four states, relative to comparison states. Only in one of the four states, Kentucky, did the percentage of people who filled opioid prescriptions decline versus its comparator state, with an absolute reduction of 1.6 percent by the end of 2014. Robust PDMPs may be able to significantly reduce opioid dosages dispensed, percentages of patients receiving opioids, and high-risk prescribing.
Journal Article
Doctor and Pharmacy Shopping for Controlled Substances
2012
Background: Prescription drug abuse is a major health concern nationwide, with West Virginia having one of the highest prescription drug death rates in the United States. Studies are lacking that compare living subjects with persons who died from drug overdose for evidence of doctor and pharmacy shopping for controlled substances. The study objectives were to compare deceased and living subjects in West Virginia for evidence of prior doctor and pharmacy shopping for controlled substances and to identify factors associated with drug-related death. Methods: A secondary data study was conducted using controlled substance, Schedule II—IV, prescription data from the West Virginia Controlled Substance Monitoring Program and drug-related death data compiled by the Forensic Drug Database between July 2005 and December 2007. A case-control design compared deceased subjects 18 years and older whose death was drug related with living subjects for prior doctor and pharmacy shopping. Logistic regression identified factors related to the odds of drug-related death. Results: A significantly greater proportion of deceased subjects were doctor shoppers (25.21% vs. 3.58%) and pharmacy shoppers (17.48% vs. 1.30%) than living subjects. Approximately 20.23% of doctor shoppers were also pharmacy shoppers, and 55.60% of pharmacy shoppers were doctor shoppers. Younger age, greater number of prescriptions dispensed, exposure to opioids and benzodiazepines, and doctor and pharmacy shopping were factors with greater odds of drug-related death. Conclusions: Doctor and pharmacy shopping involving controlled substances were identified, and shopping behavior was associated with drug-related death. Prescription monitoring programs may be useful in identifying potential shoppers at the point of care.
Journal Article