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1.
Curr Med Res Opin ; 38(10): 1727-1738, 2022 10.
Article in English | MEDLINE | ID: mdl-35938209

ABSTRACT

OBJECTIVE: The purpose of this study was to compare the effectiveness of the only Food and Drug Administration-authorized prescription digital therapeutic (PDT) Somryst versus face-to-face cognitive behavioral therapy for insomnia (CBT-I), or FDA-approved prescription medications for insomnia. METHODS: A systematic literature review was undertaken to identify relevant studies. A Bayesian network meta-analysis (NMA) was conducted to examine (1) mean change in insomnia severity index (ISI); (2) proportional change in ISI remitters; (3) mean change in wake after sleep onset (WASO); and (4) mean change in sleep onset latency (SOL). RESULTS: Twenty studies provided data on the PDT, CBT-I, CBT-I in combination with self-help (SH), or two prescription medications (eszopiclone and zolpidem). The PDT was associated with significant mean change in ISI (-5.77, 95% Credible Interval [CrI] - 8.53, -3.07) and ISI remitters (OR 12.33; 95% CrI 2.28, 155.91) compared to placebo, and had the highest probability of being the most effective treatment overall for ISI mean change (56%), and ISI remitters (64%). All evaluated interventions significantly outperformed placebo for WASO but no significant differences were observed for SOL (five interventions). Sensitivity analyses excluding medications and meta-regression (assessing type, duration, delivery method for CBT-I) did not affect NMA results. CONCLUSIONS: This network meta-analysis demonstrated that a PDT delivering CBT-I had the highest probability of being most effective compared to face-to-face CBT-I, prescription sleep medications, or placebo, as measured by reductions in mean ISI score from baseline and ISI-determined remittance.


Chronic insomnia is the long-term inability to fall asleep easily or to stay asleep. This condition is much more serious than most people realize, raising the risk of many health problems including depression, heart disease, and injuries.Although sleep medications are commonly used to treat insomnia, these drugs may not be effective and can lead to harms such as accidents or clouded thinking. Clinical guidelines recommend a treatment called cognitive behavioral therapy for insomnia (CBT-I) that is safe and effective. Unfortunately, there is a shortage of clinicians trained to provide CBT-I.Prescription digital therapeutics (PDTs) are FDA-approved software programs available on mobile devices such as smartphones. A PDT for insomnia (Somryst) delivers CBT-I and can overcome barriers to access for this important type of therapy. To compare the effectiveness of this PDT with FDA-approved sleep medications and face-to-face CBT-I a special kind of study was conducted called a network meta-analysis. This is a statistical method of combining data from numerous studies in a way that allows the results to be fairly compared.This network meta-analysis of 20 studies found that the PDT was more effective at reducing insomnia symptoms than any of the sleep medications studied and was even more effective than face-to-face CBT-I as measured by scores on a clinically valid scale of insomnia symptoms. These results are encouraging because they suggest that digital delivery of CBT-I could help the millions of people who currently do not have access to this effective treatment.


Subject(s)
Cognitive Behavioral Therapy , Sleep Initiation and Maintenance Disorders , Adult , Bayes Theorem , Cognitive Behavioral Therapy/methods , Eszopiclone , Humans , Network Meta-Analysis , Prescriptions , Sleep Initiation and Maintenance Disorders/drug therapy , Treatment Outcome , Zolpidem/therapeutic use
2.
Clinicoecon Outcomes Res ; 14: 537-546, 2022.
Article in English | MEDLINE | ID: mdl-35983014

ABSTRACT

Background and Objectives: This analysis evaluated insomnia severity and long-term impact on healthcare resource utilization (HCRU) and costs after treatment with Somryst® (previously called SHUTi), a digital therapeutic delivering cognitive behavioral therapy for insomnia (CBT-I). Methods: Change from baseline in insomnia severity index (ISI) score was assessed using last observed ISI score. A pre/post analysis of claims data was conducted, comparing HCRU in patients with self-identified sleep problems who successfully initiated the therapeutic (index date) between June 1, 2016 and December 31, 2018. Results: A total of 248 patients were analyzed (median age 56.5 years, 57.3% female, mean ISI score 19.13, 52.4% treated with sleep aid medications pre-index). After 9 weeks, mean ISI score declined by 37.2% from baseline (19.1 vs 12.0), 58.8% of patients achieved ISI responder status (ISI score improved by =>7; NNT: 1.7), and 26.6% of patients achieved insomnia remission (ISI score <8; NNT for remission: 3.8). After two-year follow-up, post-index events were reduced (compared to 2 years pre-index) for emergency department visits (-53%; IRR: 0.47; 95% CI 0.27, 0.82; P=0.008), hospiatizations (-21%; IRR: 0.79; 95% CI 0.46, 1.35; P=0.389) and hospital outpatient visits (-13%; IRR: 0.87; 95% CI 0.66, 1.14; P=0.315). Slightly increased rates were observed for ambulatory surgical center visits (2%; IRR: 1.02; 95% CI 0.73, 1.44; P=0.903) and office visits (2%; IRR: 1.02; 95% CI 0.92, 1.14; P=0.672). The number of patients treated with sleep aid medications dropped 18.5% (52.4% pre-index vs 42.7% post-index). Average number of prescriptions decreased from 3.98 pre-index to 3.73 post-index (P= 0.552). Total two-year cost reduction post-index vs pre-index was $510,678, or -$2059 per patient. Conclusion: In a real-world cohort of patients with chronic insomnia, treatment with a digital therapeutic delivering CBT-I was associated with reductions in insomnia severity, emergency department visits, and net costs.

3.
Adv Ther ; 39(9): 4131-4145, 2022 09.
Article in English | MEDLINE | ID: mdl-35799080

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.


Subject(s)
Buprenorphine , Opioid-Related Disorders , Adult , Female , Health Care Costs , Humans , Male , Opioid-Related Disorders/drug therapy , Patient Acceptance of Health Care , Prescriptions , Retrospective Studies , United States
4.
Adv Ther ; 39(9): 4146-4156, 2022 09.
Article in English | MEDLINE | ID: mdl-35819569

ABSTRACT

BACKGROUND AND AIMS: Substance 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. METHODS: A 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. RESULTS: The 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. CONCLUSIONS: Use 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.


Subject(s)
Hospitalization , Substance-Related Disorders , Adult , Delivery of Health Care , Drug Prescriptions , Female , Health Care Costs , Humans , Male , Retrospective Studies , Substance-Related Disorders/therapy , United States/epidemiology
5.
Expert Rev Pharmacoecon Outcomes Res ; 22(4): 599-607, 2022 Jun.
Article in English | MEDLINE | ID: mdl-34894988

ABSTRACT

BACKGROUND: Opioid use disorder (OUD) is associated with high healthcare resource utilization (HCRU) and costs. reSET-O is an FDA-cleared prescription digital therapeutic that delivers neurobehavioral therapy as an adjunct to treatment-as-usual (TAU; buprenorphine, face-to-face counseling, and contingency management). METHODS: A budget impact model was developed to evaluate reSET-O as an adjunct to TAU in OUD for a 1 million-member US mixed health plan over a 5-year time horizon. Model inputs included treatment costs and medical costs of hospitalizations, partial hospitalizations, intensive care unit stays, and emergency department visits. RESULTS: The base-case results and the alternative scenario analysis showed the addition of reSET-O was projected to result in consistently lower total yearly costs vs TAU and no treatment. The estimated total and per member per month (PMPM) budget impact over 5 years was -$763,026 and -$0.0116, respectively. When the upper range of cost estimates was used, the total and PMPM budget impacts over 5 years were -$2,481,563 and -$0.0378, respectively. Sensitivity analysis showed results were most sensitive to the proportion of patients untreated. CONCLUSION: The introduction of reSET-O in addition to TAU for OUD has the potential to reduce healthcare resource utilization and costs from 12 weeks up to 5 years.


Subject(s)
Buprenorphine , Opioid-Related Disorders , Budgets , Health Care Costs , Humans , Opioid-Related Disorders/drug therapy , Prescriptions
6.
Clinicoecon Outcomes Res ; 13: 909-916, 2021.
Article in English | MEDLINE | ID: mdl-34754205

ABSTRACT

BACKGROUND: A prescription digital therapeutic (PDT) (reSET-O®) may expand access to behavioral treatment for patients with opioid use disorder (OUD) treated with buprenorphine, but long-term data on effectiveness are lacking. OBJECTIVE: To compare real-world healthcare resource utilization (HCRU) among patients who engaged with reSET-O and buprenorphine compared to similar patients in recovery treated with buprenorphine who did not fill their reSET-O script or engage with the PDT beyond week one. METHODS: A retrospective analysis of facility and clinical service claims data was conducted in adults with PDT initiation and between 12 weeks and 9 months of continuous enrollment in a health plan after initiation. Patients who filled their prescription and engaged with the therapeutic were compared to patients who filled the prescription but did not engage beyond week one (NE), and patients who did not fill the prescription (NR) (the latter two groups combined into one group hereafter referred to as "non-engagers"). Comparisons were analyzed using a repeated-measures negative binomial model of encounters/procedures, adjusted for number of days in each period. Associated cost trends assessed using current Medicare reimbursement rates. RESULTS: A total of 444 patients redeemed a prescription and engaged with the PDT (mean age 37.5 years, 63.1% female, 84% Medicaid), and 64 patients did not engage with the PDT (mean age 39.5 years, 32.8% female, 73.4% Medicaid). Total cost of hospital facility encounters was $2693 for engaged patients vs $6130 for non-engaged patients. Engaged patients had somewhat higher rates of certain clinician services. Total facility and clinician services costs for engaged vs non-engaged patients were $8733 vs $11,441, for a net cost savings over 9 months of $2708 per patient who engaged with reSET-O. CONCLUSION: Patients who engaged with an OUD-specific PDT had a net cost reduction for inpatient and outpatient services of $2708 per patient over 9 months compared to patients who did not engage with the PDT, despite similar levels of buprenorphine adherence.

7.
Hosp Pract (1995) ; 49(5): 348-355, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34461801

ABSTRACT

PURPOSE: To evaluate real-world prescription digital therapeutic (PDT) use and associated clinical outcomes among patients with opioid use disorder (OUD). PATIENTS AND METHODS: A real-world observational evaluation of patients who filled either a 12- or 24-week (refill) prescription for the reSET-O® PDT. The PDT content consists of 67 interactive lessons unlocked in sequence during use as well as the chance to earn rewards for progress and/or negative urine screens. Engagement/retention data (ongoing engagement in weeks 9-12, or 21-24) were collected via the PDT and analyzed with descriptive statistics. Substance use was evaluated as a composite of patient self-reports and urine drug screens (UDS). Missing UDS data were assumed to be positive. A regression analyses of hospital encounters for 12- vs. 24-week prescriptions controlling for covariates was conducted. RESULTS: In a cohort of 3,817 individuals with OUD who completed a 12-week PDT prescription, a cohort of 643 was prescribed a second 12-week 'refill' prescription, for a total treatment time of 24 weeks. Mean age of the 24-week cohort was 39 years, 56.7% female. At 24 weeks of total treatment: abstinence in the last 4 weeks of treatment was 86% in an analysis in which patients with no data are assumed to be positive for illicit opioids. Over 91% of patients were retained in treatment. An analysis of matched insurance claims showed that those treated for 24 weeks had a 27% decrease in unique hospital encounters compared to those who got the first 12-week prescription only. CONCLUSIONS: These data present real-world evidence that a second prescription (24 weeks) of a PDT for OUD is associated with improved outcomes, high levels of retention, and fewer hospital encounters compared to a single prescription for a PDT.PLAIN LANGUAGE SUMMARYPrescription digital therapeutics (PDTs) are software-based treatments that are FDA-authorized to improve clinical outcomes for serious diseases and conditions. The reSET-O PDT consists of 67 interactive lessons unlocked in sequence during use as well as the chance to earn rewards for progress and/or negative urine screens. Multiple studies show that a single 12-week PDT prescription for opioid use disorder (OUD) helps patients engage in treatment, reduces substance use, and helps patients remain in treatment, but to date there has been no evaluation of how patients who receive a 'refill' second prescription engage with the therapeutic and whether the positive effects on substance use and retention are durable across a second 12 weeks (total of 24 weeks) of treatment.This real-world analysis evaluated 643 patients from 12 U.S. states who were prescribed a second PDT prescription. 93% of this cohort completed 8 or more core lesson modules in the second prescription period, 85% completed at least half of core modules, and 64% completed all 32 core modules. Patients used the PDT outside of clinic hours about 40% of the time. 94.4% of patients had 80% or greater negative reports of opioid use across the second 12 weeks of treatment. A 27% decrease in unique hospital encounters was observed in patients who completed a second prescription vs. patients who completed only one prescription.These data show that a second prescription of a PDT for OUD is associated with postive patient outcomes. Patients showed durable and high levels of engagement with the PDT, reduced substance use, and improved treatment retention through 24 weeks of treatment.


Subject(s)
Analgesics, Opioid/therapeutic use , Drug Prescriptions/statistics & numerical data , Opiate Substitution Treatment/statistics & numerical data , Opioid-Related Disorders/drug therapy , Adult , Female , Humans , Male , Mass Screening , Opioid-Related Disorders/prevention & control , Pain Management/statistics & numerical data , United States
8.
J Mark Access Health Policy ; 9(1): 1966187, 2021.
Article in English | MEDLINE | ID: mdl-34434535

ABSTRACT

The lack of adequate treatment for many patients with opioid use disorder (OUD) has led to high medical costs ($90B in 2020). An analysis of the cost-effectiveness (cost-utility) of reSET-O, the first and only FDA-approved prescription digital therapeutic (PDT) for the treatment of OUD, is needed to inform value assessments and healthcare decision making. To evaluate the cost-utility of reSET-O in conjunction with treatment-as usual (TAU) compared to TAU alone. A third-party payer-perspective decision analytic model evaluated the cost-effectiveness of reSET-O + TAU relative to TAU (i.e., oral buprenorphine, face-to-face counseling, and contingency management [immediate rewards for negative drug tests logged]) alone over 12 weeks. Clinical effectiveness data (retention in therapy and health state utilities) were obtained from the peer-reviewed literature, while resource utilization and cost data were obtained from a published claims data analyses. Over 12 weeks, the addition of reSET-O to TAU resulted in a gain of 0.003 quality-adjusted life years (QALYs), and $1,014 lower costs, resulting in economic dominance vs. TAU. reSET-O + TAU's was economically dominant (less costly, more effective) vs. TAU alone over 12 weeks, a result that was driven by a reduction in medical costs after initiation of reSET-O observed in a recent real-world claims analysis.

9.
Hosp Pract (1995) ; 49(5): 341-347, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34275401

ABSTRACT

Outcomes associated with buprenorphine therapy for the treatment of opioid use disorder (OUD) are suboptimal. reSET-O is an FDA-authorized prescription digital therapeutic (PDT) delivering neurobehavioral therapy via mobile devices to patients with OUD treated with buprenorphine. This analysis evaluated the net impact of reSET-O on medical costs among actively-engaged reSET-O patients using real-world observations. This real-world retrospective analysis of health care claims between October 2018 and October 2019 evaluated health care resource utilization up to 6 months before and 6 months after the initiation of a reSET-O prescription after accounting for the subset of patients not continuing on therapy after week 1 (non-engaged patients). Repeated-measures negative binomial models compared incidences of hospital-based encounters/procedures adjusted for days in each period as well as associated costs. The number needed to treat (NNT) to avoid an inpatient visit was calculated. Of the 351 patients who were prescribed reSET-O, 321 met the criteria of active engagement. Treatment with reSET-O was associated with a substantial reduction in medical costs of -$765,450 (-$2,385/patient, $235/patient greater than a previous analysis in which non-engaged patients were included) in the 6-month period after initiation. The gross reSET-O prescription cost of $584,415 ($1,665/patient) was substantially offset by $49,950 ($142.31/patient) in refunds to payers. The medical cost reduction in engaged patients offset the cost of the therapeutic resulting in an overall cost reduction of -$230,985 in this cohort (net savings of -$720 per patient). The number needed to treat to avoid an inpatient visit was 4.8. Engagement and continued treatment with reSET-O in patients with OUD treated with buprenorphine is associated with substantial real-world reductions in medical costs in the 6-month period following the initiation of the reSET-O prescription.


Subject(s)
Analgesics, Opioid/economics , Buprenorphine/economics , Narcotic Antagonists/economics , Opiate Substitution Treatment/economics , Opioid-Related Disorders/economics , Humans , Opiate Substitution Treatment/statistics & numerical data , Opioid-Related Disorders/prevention & control , Retrospective Studies , Treatment Outcome , United States
11.
Postgrad Med ; 133(4): 421-427, 2021 May.
Article in English | MEDLINE | ID: mdl-33593201

ABSTRACT

Background: The opioid epidemic continues to generate a significant mental and physical health burden on patients, and claims the life of almost 150 Americans daily. Making matters worse, an increase in relapses and/or opioid-related deaths has been reported in more than 40 U.S. states since the start of the COVID-19 pandemic. Opioid use disorder (OUD) is one of the single most expensive disorders in the United States, generating average medical costs of $60B from just 2 million Americans diagnosed with the disorder. In commercial use since 2019, reSET-O is a non-drug, prescription digital therapeutic (PDT) that delivers evidence-based neurobehavioral treatment for OUD and helps overcome the barriers associated with access to care, stigma, and social distancing. Although shown to be cost effective and efficacious in clinical trials and real-world evidence studies, respectively, information on its value for money from a health utilities and cost per quality-adjusted life-year is needed to inform policy discussions.Objectives: To evaluate the impact of reSET-O on health utilities and assess its overall cost per quality-adjusted life year (QALY) gained vs. treatment-as-usual (TAU).Methods: Decision analytic model comparing reSET-O plus TAU to TAU alone (i.e. buprenorphine, face-to-face counseling, and contingency management) over 12 weeks. Clinical effectiveness data (abstinence and health utility) were obtained from a clinical trial, and resource utilization and cost data were adapted from a recent claims data analysis to reflect less frequent face-to-face counseling with the therapeutic.Results: The addition of reSET-O to TAU decreases total health care costs by -$131 and resulted in post-treatment utility values within population norms, with a corresponding gain of 0.003 QALYs. reSET-O when used adjunctively to TAU was economically dominant (less costly, more effective) vs. TAU alone.Conclusion: reSET-O is an economically-dominant adjunctive treatment for OUD and is associated with an overall reduction in total incremental cost vs TAU.


Subject(s)
Behavior Therapy/organization & administration , Health Services Accessibility/organization & administration , Opioid-Related Disorders/therapy , Behavior Therapy/economics , COVID-19/epidemiology , Cost-Benefit Analysis , Health Services Accessibility/economics , Humans , Models, Econometric , Opioid Epidemic , Opioid-Related Disorders/epidemiology , Pandemics , Physical Distancing , Quality-Adjusted Life Years , SARS-CoV-2 , Social Stigma
12.
Expert Rev Pharmacoecon Outcomes Res ; 21(1): 69-76, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33146558

ABSTRACT

INTRODUCTION: Buprenorphine medication assisted treatment (B-MAT) adherence for opioid use disorder (OUD) is suboptimal. reSET-O, an FDA-cleared prescription digital therapeutic, delivers neurobehavioral therapy (community-reinforcement approach+fluency training+contingency management) to B-MAT-treated OUD patients. METHODS: This retrospective claims study (10/01/2018-10/31/2019) evaluated healthcare resource utilization up to 6 months before/after reSET-O initiation. Repeated-measures negative binomial models compared incidences of encounters/procedures. Net change in costs was assessed. RESULTS: Among 351 patients (mean age 37; 59.5% female; 82.6% Medicaid), 334 had pharmacy claims and 240 (71.9%) received buprenorphine pre-/post-index (medication possession ratio 0.73 and 0.82, respectively; P = 0.004). Facility encounters decreased, with 45 fewer inpatient (P = 0.024) and 27 fewer emergency department (ED) visits (P = 0.247). Clinical encounters with largest changes were drug testing (638 fewer; P < 0.001), psychiatry (349 fewer; P = 0.036), case management (176 additional; P = 0.588), other pathology/laboratory (166 fewer; P = 0.039), office/other outpatient (154 fewer; P = 0.302), behavioral rehabilitation (111 additional; P = 0.124), alcohol/substance rehabilitation (96 fewer; P = 0.348), other rehabilitation (66 fewer; P = 0.387), mental health rehabilitation (61 additional; P = 0.097), and surgery (60 fewer; P = 0.070). Changes in facility/clinical encounters saved $2,150/patient. CONCLUSION: reSET-O initiation was associated with fewer inpatient, ED, and other clinical encounters, increased case management/rehabilitative services, and lower net costs over six months. EXPERT OPINION: Real-world evidence is helpful in evaluating the effectiveness of interventions in usual-care conditions, outside of controlled research environments. Large observational studies based on health care claims are important to understand the actual pharmacoeconomic and outcomes impact of interventions at the health care system and population level.


Subject(s)
Behavior Therapy/methods , Buprenorphine/administration & dosage , Medication Adherence , Opioid-Related Disorders/therapy , Adult , Aged , Cohort Studies , Combined Modality Therapy , Female , Health Care Costs/statistics & numerical data , Humans , Male , Middle Aged , Opiate Substitution Treatment/methods , Opioid-Related Disorders/economics , Patient Acceptance of Health Care/statistics & numerical data , Reinforcement, Psychology , Retrospective Studies , Young Adult
13.
Curr Med Res Opin ; 37(2): 175-183, 2021 02.
Article in English | MEDLINE | ID: mdl-33140981

ABSTRACT

OBJECTIVES: To evaluate patient engagement and usage of a prescription digital therapeutic (PDT) and associated outcomes of opioid use and treatment retention in a large real-world dataset of patients with opioid use disorder (OUD) treated with buprenorphine medication for opioid use disorder (MOUD). PDTs are software-based disease treatments evaluated for safety and effectiveness in randomized clinical trials (RCTs), and authorized by the U.S. Food and Drug Administration (FDA) to treat disease with approved directions for use (label). METHODS: A real-world observational evaluation of an all-comer population of patients who redeemed a 12-week prescription for the reSET-O PDT. Engagement and therapeutic use data were collected and analysed on a population level. Substance use was evaluated as a composite of self-reports recorded with reSET-O and urine drug screens (UDS). RESULTS: Data from 3144 individuals with OUD were evaluated. 45.5% were between ages 30 and 39 years. 80% completed at least 8 of the 67 possible therapeutic modules, 66% completed half of all modules, and 49% completed all modules. Abstinence during the last 4 weeks of treatment was calculated with two imputation methodologies: 66% abstinent using "missing data excluded (patients with no data as positive)", and 91% abstinent with "missing data removed (patients with no data excluded)". 91% of patients met the responder definition of ≥80% of self-report or UDS negative. 74.2% of patients were retained through the last 4 weeks of treatment. Subgroup analysis of patients using reSET-O appropriately (4 or more modules per week for the first 4 weeks) showed 88.1% abstinence using "missing data excluded (patients with no data as positive)", and retention at weeks 9-12 of 85.8%. CONCLUSIONS: Results demonstrate that reSET-O is readily and broadly used by patients with OUD and that high real-world engagement with the therapeutic is positively associated with abstinence and retention in treatment. ReSET-O is a potentially valuable adjunct to buprenorphine MOUD therapy for patients with OUD.


Subject(s)
Opioid-Related Disorders/drug therapy , Prescriptions , Adult , Analgesics, Opioid/administration & dosage , Analgesics, Opioid/therapeutic use , Buprenorphine/administration & dosage , Buprenorphine/therapeutic use , Combined Modality Therapy , Humans , Male , Methadone/administration & dosage , Methadone/therapeutic use
14.
Int Forum Allergy Rhinol ; 10(7): 848-855, 2020 07.
Article in English | MEDLINE | ID: mdl-32445277

ABSTRACT

BACKGROUND: Chronic rhinosinusitis with or without nasal polyps (CRSwNP/CRSsNP) seriously impairs health-related quality of life (HRQoL). This analysis describes the impact of the exhalation delivery system with fluticasone (EDS-FLU) on HRQoL, assessed by the 36-item Short-Form Health Survey version 2 (SF-36v2), and on utilities, assessed via the Short-Form 6-Dimension (SF-6D), in patients with CRSwNP. METHODS: Post hoc analysis of pooled randomized clinical trial data (NAVIGATE I and II; N = 643) to examine change from baseline in SF-36v2 and SF-6D at end-of-double-blind (EODB: 16 weeks) and end-of-open-label (EOOL: 24 weeks; following 8 weeks of open-label treatment) for EDS-FLU vs placebo (EDS-PBO). Baseline characteristics predictive of change in SF-36 and SF-6D scores were assessed. RESULTS: Mean baseline SF-36v2 scores were below population norms. At EODB, mean improvement was greater for all SF-36v2 domain and component scores with EDS-FLU (range: 2.9 [physical functioning] to 5.11 [bodily pain {BP}]) vs EDS-PBO (range: 0.81 [mental health] to 2.87 [BP]) (each comparison p < 0.01); physical and mental component score improvements within the EDS-FLU group exceeded the minimal clinically important difference (MCID). Clinically meaningful and statistically significant improvements in SF-6D utility scores were seen in EDS-FLU-treated patients compared to EDS-PBO-treated patients (0.058 vs 0.023, respectively, p < 0.001). At EOOL, SF-36v2 and SF-6D mean scores were at or above population norms, with clinically meaningful and statistically significant improvements from baseline. CONCLUSION: In this pooled analysis of 2 large pivotal EDS-FLU trials, health domain and health utilities improvements were significantly greater with EDS-FLU than EDS-PBO and were comparable to population norms.


Subject(s)
Nasal Polyps , Quality of Life , Exhalation , Fluticasone/therapeutic use , Health Status , Humans , Surveys and Questionnaires
15.
Epilepsy Behav ; 68: 203-207, 2017 03.
Article in English | MEDLINE | ID: mdl-28236698

ABSTRACT

BACKGROUND: Subjects who received eslicarbazepine acetate (ESL) as adjunctive therapy experienced significantly greater seizure frequency reduction (SFR) than placebo in three phase III, randomized, double-blind trials. This analysis compared changes in health-related quality of life (HRQOL) between treatment responders and non-responders across the pooled, per-protocol population (N=842) using the validated Quality of Life in Epilepsy Inventory-31 (QOLIE-31). METHODS: QOLIE-31 scores were calculated for Total Score (TS) and seven subscales; higher scores indicate better HRQOL. Mean changes from baseline were calculated. Analysis of covariance examined least square mean (LSM) differences in final scores between responders (≥50% and ≥75% SFR) and non-responders. Clinical significance was based on established minimal clinically important differences (MCIDs). RESULTS: Mean changes were greater among responders for TS (5.2 versus 1.4 for ≥50% SFR; 7.5 versus 1.9 for ≥75% SFR) and all subscales. Additionally, the percentage of subjects with changes meeting or exceeding MCIDs was higher among responders for TS (48.4% versus 33.9% for ≥50% SFR; 56.9% versus 35.8% for ≥75% SFR) and all subscales. Responders had significantly higher final scores for TS (LSM difference=4.0 for ≥50% SFR; LSM difference=5.7 for ≥75% SFR) and all subscales except emotional well-being at ≥50% SFR. LSM differences exceeded MCIDs at ≥75% SFR for TS and five of seven subscales, and two subscales at ≥50% SFR. In a subgroup analysis with placebo removed, LSM differences were larger overall. SIGNIFICANCE: In clinical trials of adjunctive ESL, higher levels of SFR were associated with greater improvements in HRQOL.


Subject(s)
Anticonvulsants/therapeutic use , Dibenzazepines/therapeutic use , Epilepsies, Partial/drug therapy , Quality of Life , Seizures/drug therapy , Adult , Double-Blind Method , Female , Humans , Male , Mental Health , Middle Aged , Treatment Outcome
16.
Epilepsy Behav ; 53: 149-53, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26575256

ABSTRACT

OBJECTIVE: The objective of this study was to compare posttreatment seizure severity in a phase III clinical trial of eslicarbazepine acetate (ESL) as adjunctive treatment of refractory partial-onset seizures. METHODS: The Seizure Severity Questionnaire (SSQ) was administered at baseline and posttreatment. The SSQ total score (TS) and component scores (frequency and helpfulness of warning signs before seizures [BS]; severity and bothersomeness of ictal movement and altered consciousness during seizures [DS]; cognitive, emotional, and physical aspects of postictal recovery after seizures [AS]; and overall severity and bothersomeness [SB]) were calculated for the per-protocol population. Analysis of covariance, adjusted for baseline scores, estimated differences in posttreatment least square means between treatment arms. RESULTS: Out of 547 per-protocol patients, 441 had valid SSQ TS both at baseline and posttreatment. Mean posttreatment TS for ESL 1200 mg/day was significantly lower than that for placebo (2.68 vs 3.20, p<0.001), exceeding the minimal clinically important difference (MCID: 0.48). Mean DS, AS, and SB were also significantly lower with ESL 1200 mg/day; differences in AS and SB exceeded the MCIDs. The TS, DS, AS, and SB were lower for ESL 800 mg/day than for placebo; only SB was significant (p=0.013). For both ESL arms combined versus placebo, mean scores differed significantly for TS (p=0.006), DS (p=0.031), and SB (p=0.001). CONCLUSIONS: Therapeutic ESL doses led to clinically meaningful, dose-dependent reductions in seizure severity, as measured by SSQ scores. CLASSIFICATION OF EVIDENCE: This study presents Class I evidence that adjunctive ESL (800 and 1200 mg/day) led to clinically meaningful, dose-dependent seizure severity reductions, measured by the SSQ.


Subject(s)
Cost of Illness , Dibenzazepines/therapeutic use , Epilepsies, Partial/drug therapy , Seizures/drug therapy , Severity of Illness Index , Adult , Aged , Anticonvulsants/therapeutic use , Double-Blind Method , Epilepsies, Partial/diagnosis , Female , Follow-Up Studies , Humans , Male , Middle Aged , Seizures/diagnosis , Surveys and Questionnaires
17.
Epilepsy Behav ; 51: 40-7, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26255884

ABSTRACT

PURPOSE: The purpose of this study was to measure health-care resource utilization and costs in treatment-adherent, previously seizure-free patients with epilepsy who were treated in the inpatient/emergency room (ER) setting for new-onset seizures, compared with matched controls. METHODS: The study used a retrospective case/control study design using administrative claims from the IMS PharMetrics™ database. We identified adult patients with epilepsy with 1+ ER visit/hospitalization with primary diagnosis of epilepsy between 1/1/2006 and 3/31/2011, preceded by 6months of seizure-free activity and antiepileptic drug (AED) treatment adherence (≥80% of days covered by any AED); the first observed seizure defined the "breakthrough" seizure/index event. Treatment-adherent patients with epilepsy without any ER/hospital admission for seizures served as controls: an outpatient epilepsy-related medical claim within the selection window was chosen at random as the index date. The following were continuous enrollment requirements for all patients: ≥12-month pre- and ≥6-month postindex. Each case matched 1:1 to a control using propensity score matching. All-cause and epilepsy-related (epilepsy/convulsion diagnosis, AED pharmacy) resource utilization and unadjusted and adjusted direct health-care costs (per person, 2012 US dollars (USD)) were assessed in a 6-month follow-up period. PRINCIPAL RESULTS: There were 5729 cases and 14,437 controls eligible. The final sample comprised 5279 matched case/control pairs. In unadjusted analyses, matched cases had significantly higher rates of all-cause hospitalization and ER visits compared to controls and significantly higher total all-cause direct health-care costs (median $12,714 vs. $5095, p<0.001) and total epilepsy-related costs among cases vs. controls (median $7293 vs. $1712, p<0.001), driven by higher inpatient costs. Among cases, costs increased with each subsequent seizure (driven by inpatient costs). Cases had 2.3 times higher adjusted all-cause costs and 8.1 times higher adjusted epilepsy-related costs than controls (both p<0.001). CONCLUSION: Inpatient/ER-treated breakthrough seizures occurred among 28.4% of our treatment-adherent study sample and were associated with significant incremental health-care utilization and costs, primarily driven by hospitalizations. Our findings suggest the need for better seizure control via optimal patient management and the use of effective AED therapy, which can potentially lower health-care costs.


Subject(s)
Epilepsy/economics , Epilepsy/epidemiology , Health Care Costs/statistics & numerical data , Hospitalization/economics , Patient Acceptance of Health Care/statistics & numerical data , Adult , Anticonvulsants/economics , Anticonvulsants/therapeutic use , Case-Control Studies , Epilepsy/drug therapy , Female , Humans , Male , Middle Aged , Retrospective Studies , Seizures/drug therapy , Seizures/economics , Seizures/epidemiology , United States/epidemiology
18.
J Manag Care Pharm ; 19(6): 438-47, 2013.
Article in English | MEDLINE | ID: mdl-23806057

ABSTRACT

BACKGROUND: Studies suggest that chronic hepatitis C patients who achieve sustained virologic response (SVR) have lower risks of liver-related morbidity and mortality. Given the substantial costs and complexity of hepatitis C virus (HCV) antiviral treatment, post-treatment benefits are important to understand.   OBJECTIVE: To determine whether health care costs and utilization for up to 5 years after treatment differed between patients who achieved SVR and those who did not.  METHODS: Kaiser Permanente Medical Care Program patients receiving HCV treatment with pegylated interferon and ribavirin (Peg-IFN/RBV) from 2002 to 2007 were retrospectively analyzed, excluding those with human immunodeficiency virus (HIV) or chronic hepatitis B. Health care utilization and costs for up to 5 years after treatment completion were derived from electronic records. We compared mean annual cost and overall post-treatment costs (standardized to year-2007 dollars), and yearly utilization counts between the SVR and non-SVR groups, adjusting for pretreatment costs, age, sex, baseline cirrhosis, and race using gamma and Poisson regression models.  RESULTS: The 1,924 patients eligible for inclusion were a mean age of 50 years; 63% male; 58% white, non-Hispanic; 62% with genotype 1; and 48% who had achieved SVR. The mean duration of post-treatment time was 3 years, and patients without SVR incurred significantly higher health care costs than patients with SVR. For each post-treatment year, total adjusted costs were significantly higher in the non-SVR group than in the SVR group, with rate ratios (RRs) and 95% CIs ranging from 1.26 (95% CI, 1.13-1.40) to 1.64 (95% CI, 1.38-1.96), driven mostly by hospital and outpatient pharmacy costs. When all post-treatment years were considered collectively, the non-SVR group had significantly higher costs overall (RR=1.41; 95% CI, 1.17-1.69) and in each category of costs. The adjusted difference in yearly total mean costs was $2,648 (95% CI, 737-4,560). In post-treatment years 2-5, adjusted liver-specific laboratory test rates were 1.8 to 2.3 times higher in the non-SVR group than in the SVR group (each year, P less than 0.001). During post-treatment years 1-5, adjusted yearly liver-related hospitalization rates were up to 2.45 times higher (95% CI, 1.56-3.85), and medicine/GI clinic visit rates were up to 1.39 times higher (95% CI, 1.23-1.54) in the non-SVR group compared with the SVR group.  CONCLUSION: Health care utilization and costs after HCV antiviral therapy with Peg-IFN/RBV, particularly for liver-related tests, outpatient drugs, and hospitalizations, were significantly lower for patients who achieved SVR than for those without SVR. Our observations are consistent with the potentially lower risk of severe liver disease among patients with SVR. 


Subject(s)
Antiviral Agents/economics , Antiviral Agents/therapeutic use , Delivery of Health Care, Integrated/economics , Drug Costs , Health Resources/economics , Hepatitis C, Chronic/drug therapy , Hepatitis C, Chronic/economics , Adult , Aged , Ambulatory Care/economics , Drug Therapy, Combination , Female , Health Maintenance Organizations/economics , Health Resources/statistics & numerical data , Hepatitis C, Chronic/diagnosis , Hospital Costs , Humans , Interferons/economics , Interferons/therapeutic use , Liver Function Tests/economics , Longitudinal Studies , Male , Middle Aged , Retrospective Studies , Ribavirin/economics , Ribavirin/therapeutic use , Time Factors , Treatment Outcome , Viral Load , Young Adult
19.
Health Educ Res ; 23(4): 603-11, 2008 Aug.
Article in English | MEDLINE | ID: mdl-17890757

ABSTRACT

If health providers are aware of their patients' literacy skills, they can more appropriately tailor their communication with patients. Few providers, however, assess patient's literacy skills for fear of offending patients, but no research has ever determined if patients object to such assessments. Our objectives were to determine the percentage of patients seen for routine health care that would agree to undergo literacy assessment and if satisfaction of patients differs in practices that perform literacy assessments versus practices that do not. We randomized 20 private and public medical practices to an intervention group that implemented literacy assessments with the Newest Vital Sign and a control group that did not. For intervention practices, we noted the percentage of patients agreeing to undergo the assessment. For both intervention and control practices, we assessed patient satisfaction. Of 289 patients asked to undergo literacy assessment in the intervention practices, 284 (98.3%) agreed to do so, including 125 (46.1%) with low or possibly low literacy skills. There was no difference in satisfaction between the intervention group and the control group. We conclude that patients are willing to undergo literacy assessments during routine office visits and performing such assessments does not decrease patient satisfaction.


Subject(s)
Comprehension , Delivery of Health Care , Patient Satisfaction , Aged , Female , Florida , Humans , Male , Middle Aged , Office Visits
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