Dataset Information

Reduced Healthcare Resource Utilization in Patients with Opioid Use Disorder in the 12 Months After Initiation of a Prescription Digital Therapeutic.

ABSTRACT:

Background and aims

reSET-O, an FDA-authorized prescription digital therapeutic (PDT) delivering cognitive behavioral therapy and contingency management to patients with opioid u^®se disorder (OUD), may help improve clinical outcomes. One-year differences in healthcare resource utilization (HCRU) and costs post-PDT initiation were evaluated.

Methods

Retrospective analysis of healthcare claims data compared all-cause HCRU (across hospital facility encounters [sum of inpatient stays, treat-and-release emergency department [ED] visits, partial hospitalizations, and hospital outpatient department visits] and clinician services [procedure categories]) after PDT initiation (index) between reSET-O patients and controls. Overall and Medicaid-specific differences in HCRU, costs, and buprenorphine adherence were evaluated.

Findings

Cohorts included 901 reSET-O patients (median age 36 years, 62.4% female, 73.9% Medicaid) and 978 controls (median age 38 years, 51.1% female, 65.4% Medicaid). Compared to the control group, the reSET-O group experienced 12% fewer total unique hospital encounters (non-significant), driven by 28% fewer inpatient stays (IRR 0.72; 95% CI 0.55-0.96; P = 0.02), 56% fewer hospital readmissions [IRR 0.44; 95% CI 0.20-0.93; P = 0.033]), and 7% fewer ED visits (IRR 0.93; 95% CI 0.79-1.09; P = 0.386). Total clinician services increased by 1391 events versus controls. Differences were greater among the Medicaid patients. Adjustment for concomitant baseline substance use and mental health disorders resulted in similar HCRU incidence rate ratios. Changes in all-cause HCRU drove per-patient per-year cost differences of - $2791 versus controls (- $3832 versus Medicaid controls). Adjusted mean medication possession ratio was 0.848 (SE 0.0118) at 12 months for reSET-O patients, which was significantly higher than controls (0.761 [SE 0.0108]; P < 0.001).

Conclusions

Use of reSET-O is associated with significant and durable real-world reductions in ED and inpatient (including readmissions) utilization, reduced net costs, and increased clinician services and buprenorphine adherence. Differences in costs versus controls were greatest among Medicaid patients. INFOGRAPHIC.

SUBMITTER: Velez FF

PROVIDER: S-EPMC9402736 | biostudies-literature | 2022 Sep

REPOSITORIES: biostudies-literature

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Publications

Reduced Healthcare Resource Utilization in Patients with Opioid Use Disorder in the 12 Months After Initiation of a Prescription Digital Therapeutic.

Velez Fulton F FF Anastassopoulos Kathryn P KP Colman Samuel S Shah Neel N Kauffman Laura L Murphy Sean M SM Ruetsch Charles C Maricich Yuri A YA

Advances in therapy 20220707 9

<h4>Background and aims</h4>reSET-O, an FDA-authorized prescription digital therapeutic (PDT) delivering cognitive behavioral therapy and contingency management to patients with opioid u<sup>®</sup>se disorder (OUD), may help improve clinical outcomes. One-year differences in healthcare resource utilization (HCRU) and costs post-PDT initiation were evaluated.<h4>Methods</h4>Retrospective analysis of healthcare claims data compared all-cause HCRU (across hospital facility encounters [sum of inpat ...[more]

PMID: 35799080

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Project description:Background and aimsSubstance use disorders (SUDs) affect approximately 40.3 million people in the USA, yet only approximately 19% receive evidence-based treatment each year. reSET® is a prescription digital therapeutic (PDT) and the only FDA-authorized treatment for patients with cocaine, cannabis, and stimulant use disorders. This study evaluated real-world healthcare resource utilization (HCRU) and associated costs 6 months after initiation of reSET in patients with SUD.MethodsA retrospective analysis of HealthVerity PrivateSource20 data compared the 6-month incidence of all-cause hospital facility encounters and clinician services in patients treated with reSET (re-SET cohort) before (pre-index period) and after (post-index period) reSET initiation (index). Incidence was compared using incidence rate ratios (IRR). HCRU-related costs were also assessed.ResultsThe sample included 101 patients (median age 37 years, 50.5% female, 54.5% Medicaid-insured). A statistically significant decrease of 50% was observed in overall hospital encounters from pre-index to post-index (IRR 0.50; 95% CI 0.37-0.67; P < 0.001), which included inpatient stays (56% decrease; IRR 0.44; 95% CI 0.26-0.76; P = 0.003), partial hospitalizations (57% decrease; IRR 0.43; 95% CI 0.21-0.88; P = 0.021), and emergency department visits (45% decrease; IRR 0.55; 95% CI 0.38-0.80; P < 0.004). Additionally, some clinician services declined significantly including pathology and laboratory services: other (54% decrease; IRR 0.46; 95% CI 0.28-0.76; P = 0.003); pathology and laboratory services: drug assays prior to opioid medication prescription (37% decrease; IRR 0.63; 95% CI 0.41-0.96; P = 0.031); and alcohol and drug abuse: medication services (46% decrease; IRR 0.54; 95% CI 0.41-0.70; P < 0.001). Reductions in facility-encounters drove 6-month reSET per-patient cost reductions of $3591 post-index compared to pre-index.ConclusionsUse of reSET by patients with SUD is associated with durable reductions in HCRU and lower healthcare costs over 6 months compared to the 6 months before PDT treatment, after adjusting for covariates, providing an economic benefit to the healthcare system.

Project description:IntroductionErenumab-aooe is approved for the preventive treatment of migraine in adults. Recent publications have evaluated migraine medication use during the 6 months after starting erenumab, but longer-term follow-up data are limited. The objective of this study was to describe 12-month medication use and changes in healthcare resource utilization (HRU) and associated direct costs among patients initiating erenumab.MethodsWe identified adult patients with an erenumab claim in the Merative MarketScan Commercial and Medicare Databases from May 2018 through September 2019. Eligible patients had ≥ 12 months of continuous medical and pharmacy coverage before (pre-index period) and after (post-index period) the index date (first erenumab claim) in addition to pre-index evidence of migraine. Patients were stratified by post-index-period adherence to erenumab, defined as ≥ 80% of days covered (adherent) or < 80% of days covered (non-adherent). Outcomes were measured pre- and post-index, and differences between these periods were described.ResultsAmong 7528 eligible patients, the mean (standard deviation) age was 45.1 (11.4) years and 85.4% were female; 38.5% of patients were adherent to erenumab. Most patients used acute or traditional migraine-preventive medications pre-index, with reductions in use observed post-index (acute medication was used by 95.6% of patients pre-index, compared to 92.3% post-index; traditional preventive medication was used by 89.6% of patients pre-index, compared to 81.9% post-index). Reductions were observed for HRU of emergency room visits (- 3.8%) and brain- and other head-imaging studies (- 7.5%). Overall costs associated with acute and traditional preventive medications were reduced (- $764), but costs for HRU increased slightly ($76). When stratifying by adherence and combining costs for acute and traditional preventive medications and HRU, adherent patients had cost decreases (- $1947), while non-adherent patients had cost increases ($101).ConclusionMost patients initiating erenumab had prior use of acute and traditional migraine-preventive therapies. The reduction in acute and traditional migraine-preventive medication use and HRU over the 12-month follow-up supports the long-term clinical benefits of erenumab in the real-world setting.

Project description:ImportanceIncreases in prescription opioid use in the United States have been attributed to changing prescribing guidelines and attitudes toward pain relief; however, the spread of opioid use within households through drug diversion may also be a contributing factor.ObjectiveTo investigate whether individuals living in a household with a prescription opioid user are more likely to initiate prescription opioids themselves, compared with individuals in households with a prescription nonsteroidal anti-inflammatory drug (NSAID) user.Design, setting, and participantsThis was a retrospective cohort study using administrative health care claims data from 2000 to 2014 of commercial insurance beneficiaries sharing a health plan with continuous prescription drug coverage, without opioid or NSAID use in the prior year. Enrollees were followed from the date of the first prescription filled by a household member for an eligible opioid or NSAID until initiation of prescription opioids, disenrollment, or administrative censoring after 1 year or the end of follow-up on December 31, 2014. Risk of opioid initiation was derived from inverse probability-weighted (IPW) Kaplan-Meier estimators that adjusted for potential confounders, prognostic factors, and predictors of censoring.ExposureOutpatient pharmacy dispensing of a prescription opioid or prescription NSAID.Main outcomes and measuresIncident outpatient pharmacy fill for a prescription opioid by a household member.ResultsFrom 2000 to 2014, 12 695 280 individuals were exposed to prescription opioids and 6 359 639 to prescription NSAIDS through an index prescription to a household member. The IPW estimated risk of opioid initiation in the subsequent year was 11.83% (95% CI, 11.81%-11.85%) among individuals exposed to prescription opioids in the household, compared with 11.11% (95% CI, 11.09%-11.14%) among individuals exposed to prescription NSAIDs, resulting in a risk difference of 0.71% (95% CI, 0.68%-0.74%). An unmeasured confounder that is modestly associated with the exposure (eg, prevalence difference = 0.9%) and the outcome (eg, risk difference = 0.9) after adjustment for all measured variables could explain our observed estimate of the overall risk difference (0.71%).Conclusions and relevanceLiving in a household with a prescription opioid user may increase risk of prescription opioid use, which may reflect both increased access to these products as well as shared risk factors, such as prescriber preference and prescription drug monitoring.

Project description:BackgroundSignificant public health concerns exist regarding the misuse and abuse of prescription opioids. Abuse-deterrent formulation (ADF) opioids may be leveraged as an important tool for combating the current opioid crisis.ObjectivesTo evaluate the relationships between ADF opioid formulary coverage and the ADF utilization rate, the risk for opioid abuse or overdose, opioid abuse or overdose-related healthcare resource utilization, and medical costs within a calendar year.MethodsThis cross-sectional multiyear panel study included adults prescribed an opioid medication in 2015 or 2016. We analyzed the medical and pharmacy claims linked to health plan benefit design data. An ADF opioid-including reformulated oxycodone hydrochloride (HCl) controlled-release (CR; reformulated OxyContin), morphine sulfate and naltrexone HCl extended-release (ER; Embeda), and hydrocodone bitartrate ER (Hysingla ER)-was considered covered if it was listed on the health plan's formulary. Generalized linear models were used to assess the association between ADF opioid formulary coverage and the study outcomes.ResultsOf 1,350,607 eligible patients, those enrolled in health plans with coverage of ADF opioids were more likely to fill a prescription for an ADF opioid than those enrolled in plans that did not cover ADF opioids. The risk for opioid abuse or overdose was significantly lower among patients enrolled in plans with broader ADF coverage (adjusted odds ratio [OR], 0.91; 95% confidence interval [CI], 0.86-0.95 for oxycodone HCl CR only vs no ADF coverage; adjusted OR, 0.70; 95% CI, 0.67-0.73 for oxycodone HCl CR plus ≥1 ADF opiods vs no ADF; adjusted OR, 0.77; 95% CI, 0.73-0.81 for oxycodone HCl CR plus ≥1 ADF opiods vs oxycodone HCl CR only; all P <.0001). Approximately 15% and 25% reductions in the opioid abuse or overdose-related hospitalization rate and medical costs were observed for those in the oxycodone HCl CR plus ≥1 ADF opioids coverage group versus those without ADF opioid coverage.ConclusionsBroad formulary coverage of ADF opioids is associated with reduced rates of opioid abuse or overdose in real-world managed care populations. Health plan administrators and policymakers may consider improving the formulary coverage of ADF opioids as a strategy to ensure appropriate patient access to necessary pain medications while mitigating risk for opioid abuse or overdose.

Project description:BackgroundHome-based (unsupervised) buprenorphine initiation is considered safe and effective, yet many patients report barriers to successful treatment initiation. Prescription digital therapeutics (PDTs) are software-based disease treatments regulated by the US Food and Drug Administration (FDA). The reSET-O PDT was authorized by the FDA in 2018 and delivers behavioral treatment for individuals receiving buprenorphine for opioid use disorder (OUD). A prototype PDT (PEAR-002b) designed for use with reSET-O was developed to assist in unsupervised buprenorphine initiation.ObjectiveThe primary objective of this pilot study is to evaluate the acceptability of PEAR-002b in individuals with OUD who use it to support buprenorphine initiation, their unsupervised buprenorphine initiation success rate, and their medication adherence.MethodsTen adults with OUD will be recruited for acceptability and feasibility testing. Outcomes will be assessed using week-1 visit attendance, participant interviews and satisfaction surveys, and urine drug screening (UDS). Three tools will be used in the study: PEAR-002b, reSET-O, and EmbracePlus. PEAR-002b includes a new set of features designed for use with reSET-O. The mechanism of action for the combined PEAR-002b and reSET-O treatment is a program of medication dosing support during week 1 of the initiation phase, cognitive behavioral therapy, and contingency management. During the medication initiation phase, participants are guided through a process to support proper medication use. PEAR-002b advises them when to take their buprenorphine based on provider inputs (eg, starting dose), self-reported substance use, and self-reported withdrawal symptoms. This study also administers the EmbracePlus device, a medical-grade smartwatch, to pilot methods for collecting physiologic data (eg, heart rate and skin conductance) and evaluate the device's potential for use along with PDTs that are designed to improve OUD treatment initiation. Home buprenorphine initiation success will be summarized as the proportion of participants attending the post-buprenorphine initiation visit (week 1) and the proportion of participants who experience buprenorphine initiation-related adverse events (eg, precipitated withdrawal). Acceptability of PEAR-002b will be evaluated based on individual participants' ratings of ease of use, satisfaction, perceived helpfulness, and likelihood of recommending PEAR-002b. Medication adherence will be evaluated by participant self-report data and confirmed by UDS. UDS data will be summarized as the mean of individual participants' proportion of total urine samples testing positive for buprenorphine or norbuprenorphine over the 4-week study.ResultsThis project was funded in September 2019. As of September 2022, participant enrollment is ongoing.ConclusionsThis is the first study to our knowledge to develop a PDT that assists with unsupervised buprenorphine initiation with the intent to better support patients and prescribers during this early phase of treatment. This pilot study will assess the acceptability and utility of a digital therapeutic to assist individuals with OUD with unsupervised buprenorphine initiation.Trial registrationClinicalTrials.gov NCT05412966; https://clinicaltrials.gov/ct2/show/NCT05412966.International registered report identifier (irrid)PRR1-10.2196/43122.

Project description:BackgroundGranular data related to the likelihood of individuals of different ages accessing acute and critical care services over time is lacking.MethodsWe used population-based, administrative data from Ontario to identify residents of specific ages (20, 30, 40, etc. to 100) on January 1st every year from 1995-2019. We assessed rates of emergency department (ED) visits (2003-19), hospitalizations, intensive care unit (ICU) admissions (2003-19), and mechanical ventilation.FindingsOverall the 25-year study period, ED were the most common acute healthcare encounter with 100-year-olds having the lowest rate (138.7/1,000) and 90-year-olds the highest (378.5/1,000). Rates of hospitalization ranged from 24.2/1,000 for those age 20 up to 224.9/1,000 for those age 90. Rates of ICU admission and mechanical ventilation were lowest for those age 20 (1.0 and 0.4/1,000), more than tripled by age 50 (3.3 and 1.7/1,000) and peaked at age 80 (20.3 and 10.1/1,000). Over time rates of ED visits increased (164.3 /1,000 in 2003 vs 199.1 /1,000 in 2019) as did rates of invasive mechanical ventilation (2.0/1,000 in 1995 vs 2.9/1,000 in 2019), whereas rates of ICU admission remained stable (4.8/1,000 in 2003 vs 4.9/1,000 in 2019) and hospitalization declined (66.8/1,000 in 1995 vs 51.5/1,000 in 2019). Age stratified analysis demonstrated that rates of ED presentation increased for those age 70 and younger while hospitalization decreased for all age groups; ICU admission and mechanical ventilation rates changed variably by age, with increasing rates demonstrated primarily among people under the age of 50.InterpretationRates of hospitalizations have decreased over time across all age groups, whereas rates of ED presentation, ICU admissions, and mechanical ventilation have increased, primarily driven by younger adults. These findings suggest that although the delivery of healthcare may be moving away from inpatient medicine, there is a growing population of young adults requiring significant healthcare resources.

Dataset Information

Reduced Healthcare Resource Utilization in Patients with Opioid Use Disorder in the 12 Months After Initiation of a Prescription Digital Therapeutic.

Background and aims

Methods

Findings

Conclusions

Publications

Reduced Healthcare Resource Utilization in Patients with Opioid Use Disorder in the 12 Months After Initiation of a Prescription Digital Therapeutic.

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