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1.
J Manag Care Spec Pharm ; 30(4): 345-351, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38555630

ABSTRACT

BACKGROUND: Hypertension, hyperlipidemia, and type 2 diabetes (T2D) are 3 of the most common chronic conditions, but related medication adherence rates are far below 80%. Consequences of poor adherence include high health care utilization/costs and increased mortality. There is accumulating evidence in support of the benefits of affording pharmacists the opportunity to practice at the full scope of their licensure by engaging in patients' clinical care. OBJECTIVE: To examine the impact of a large national pharmacy chain's pharmacist-led interventions to improve medication adherence among older adults with hypertension, hyperlipidemia, or T2D. A secondary objective was to estimate the potential cost savings associated with improved adherence. METHODS: Participants were Medicare patients aged 18 years or older who had 2 or more prescription fills in at least 1 of the 3 therapeutic classes. The primary outcome, optimal adherence, was defined as proportion of days covered (PDC) of 80% or higher. A difference-in-differences (DID) design with a generalized linear model analytical approach was applied to examine differences between intervention participants and controls. The study period spanned from 2020 to 2022. RESULTS: Intervention participants (n = 317,613, age 70.1 years, female sex 57.0%) had lower baseline optimal adherence than controls (n = 943,389, age 73.3, female sex 56.1%) for diabetes (76.9% vs 79.8%), hypertension (79.0% vs 83.0%), and cholesterol (78.6% vs 82.1%). The DID results showed that between 2020 and 2022, optimal adherence had significant absolute increases for intervention participants (diabetes: +4.0%, hypertension: +6.3%, cholesterol: +6.1%) vs controls who declined in adherence (diabetes: -1.6%, hypertension: -0.4%, cholesterol: -1.4%). All DID models were significant at P < 0.0001. Total cost of care was projected based on improvements in adherence. Based on PDC improvements for the test population, we estimate that the pharmacist consultations were associated with annual total health care cost savings of $10,329,284 ($109 per capita), $31,640,660 ($122 per capita), and $21,589,875 ($75 per capita) for test population patients with diabetes, hypertension, and hyperlipidemia, respectively. CONCLUSIONS: The study found that the pharmacist-led interventions were significantly associated with increased optimal adherence over 2 years. These findings demonstrate the potential of pharmacist-led interventions to improve medication adherence among older adults with chronic conditions. Strategies to expand pharmacist-provided care must be further examined.


Subject(s)
Diabetes Mellitus, Type 2 , Hyperlipidemias , Hypertension , Humans , Aged , Female , United States , Diabetes Mellitus, Type 2/drug therapy , Pharmacists , Caregivers , Medicare , Hypertension/drug therapy , Hypertension/epidemiology , Medication Adherence , Hyperlipidemias/drug therapy , Hyperlipidemias/epidemiology , Cholesterol/therapeutic use
2.
J Acquir Immune Defic Syndr ; 88(1): 96-102, 2021 09 01.
Article in English | MEDLINE | ID: mdl-34034304

ABSTRACT

OBJECTIVE: To identify medication therapy issues and resolutions and assess their relationship to antiretroviral therapy (ART) adherence among participants of the Patient-Centered HIV Care Model demonstration project. METHODS: Adult persons with HIV (PWH) in the United States were enrolled in the Patient-Centered HIV Care Model from August 2014 to September 2016. Pharmacists conducted regular medication therapy reviews and documented ART and non-ART issues and suggested resolutions. Adherence to ART was calculated using proportion of days covered (PDC), and the mean PDC by the number of ART issues was compared using a generalized linear model with linear trend estimation. RESULTS: The most common ART issue was adherence (57%). Adherence ART issues were resolved by adherence management (48%) or patient education (36%). Participants had a mean of 4.2 ART issues and 6.4 non-ART issues. PDC was 89% for those with 0 ART issues and 73% for those with ≥3 ART issues. Persons with 0 ART issues had an increase in adherence (+8%) in the postperiod, whereas those with ≥3 ART issues had a decrease in adherence (-6%) (P = 0.02) in the postperiod. CONCLUSIONS: Identifying therapy issues could help pharmacists improve care for PWH. Because PWH are an aging population with an increased risk of comorbidities and polypharmacy, pharmacists and providers should collaborate to provide holistic, primary care solutions to address both the number and nature of therapy issues.


Subject(s)
Anti-HIV Agents/therapeutic use , HIV Infections/drug therapy , Medication Adherence , Patient-Centered Care/methods , Pharmacists , Adolescent , Adult , Aged , Anti-Retroviral Agents/therapeutic use , HIV Infections/epidemiology , Humans , Middle Aged , United States/epidemiology
3.
Clin Infect Dis ; 70(5): 789-797, 2020 02 14.
Article in English | MEDLINE | ID: mdl-30953062

ABSTRACT

BACKGROUND: Human immunodeficiency virus (HIV) viral suppression (VS) decreases morbidity, mortality, and transmission risk. METHODS: The Patient-centered HIV Care Model integrated community-based pharmacists with HIV medical providers and required them to share patient clinical information, identify therapy-related problems, and develop therapy-related action plans.Proportions adherent to antiretroviral therapy (proportion of days covered [PDC] ≥90%) and virally suppressed (HIV RNA <200 copies/mL), before and after model implementation, were compared. Factors associated with postimplementation VS were determined using multivariable logistic regression; participant demographics, baseline viral load, and PDC were explanatory variables. PDC was modified to account for time to last viral load in the year postimplementation, and stratified as <50%, 50% to <80%, 80% to <90%, and ≥90%. RESULTS: The 765 enrolled participants were 43% non-Hispanic black, 73% male, with a median age of 48 years; 421 and 649 were included in the adherence and VS analyses, respectively. Overall, proportions adherent to therapy remained unchanged. However, VS improved a relative 15% (75% to 86%, P < .001). Higher PDC (adjusted odds ratio [AOR], 1.74 per 1-level increase in PDC category [95% confidence interval {CI}, 1.30-2.34]) and baseline VS (AOR, 7.69 [95% CI, 3.96-15.7]) were associated with postimplementation VS. Although non-Hispanic black persons (AOR, 0.29 [95% CI, .12-.62]) had lower odds of suppression, VS improved a relative 23% (63% to 78%, P < .001). CONCLUSIONS: Integrated care models between community-based pharmacists and primary medical providers may identify and address HIV therapy-related problems and improve VS among persons with HIV.


Subject(s)
Anti-HIV Agents , HIV Infections , Anti-HIV Agents/therapeutic use , Female , HIV , HIV Infections/drug therapy , Humans , Male , Medication Adherence , Middle Aged , Patient-Centered Care , Pharmacists , Viral Load
4.
J Res Pharm Pract ; 8(2): 52-63, 2019.
Article in English | MEDLINE | ID: mdl-31367639

ABSTRACT

OBJECTIVE: The aim of this study is to compare clinical and cost outcomes of patients undergoing subcutaneous immunoglobulin (SCIG) therapy who were managed by a clinical management program to the matched controls in the United States. METHODS: This was a retrospective cohort study using administrative claims data from the PharMetrics Plus™ (PMTX+) database. The patients from a high-touch SCIG clinical management program were matched to nonprogram patients in PMTX+ database using 1:4 propensity score matching without replacement. All patients were followed for 1 year during the study from September 1, 2011, to June 30, 2014, and both clinical and cost outcomes were compared between the two cohorts using the generalized estimating equation model. FINDINGS: The clinical outcomes were measured by infection- and infusion-related adverse events (AEs). Most of them were not significantly different (P > 0.05) between the intervention group and matched controls. Although the proportion of patients who had a mild less common AE was higher (4.4% vs. 0.0%;P = 0.04), it could be due to increased reporting among the intervention group. The annual adjusted mean total health-care costs of patients in the program (n = 45) were $20,868 lower compared to matched controls (n = 180), representing a 24% lower costs ($66,450 vs. $87,318;P = 0.009). CONCLUSION: This study may demonstrate that clinical management programs for SCIG may be associated with lower health-care costs and comparable infection and severe AE rates. The limitations of this study included a small sample size and a reliance on administrative claim data.

5.
J Oncol Pract ; 15(10): e856-e862, 2019 10.
Article in English | MEDLINE | ID: mdl-31465250

ABSTRACT

PURPOSE: A national specialty pharmacy implemented a split-fill option within an oral oncology patient management program to reduce pharmacy costs and medication wastage resulting from early discontinuations. Payers covered dispensed medications at half-quantity intervals for each dispense up to 3 months. Proactive outreach to patients before they had used up the initial dispensed medication quantity helped assess the patient's tolerance to the new medication and adverse effects. This study compared costs for patients with a split-fill option to similar costs for patients without this option taking into account patient discontinuation rates, patient-reported adverse effects rates, estimated pharmacy costs, and potential wastage. METHODS: This retrospective cohort study included patients who were new to therapy on a split-fill medication between September 2015 and August 2017. A 1:1 greedy match algorithm was conducted using propensity variables to match patients from each cohort. Per-month discontinuation rates were determined for both split-fill and non-split-fill groups. The non-split-fill potential wastage was calculated as monthly costs for discontinuations in the following month and weighted by split-fill discontinuation rates. RESULTS: Of the 2,363 program patients who met selection criteria for the 11 medications, 671 patients from each group were matched. Payers with a split-fill program had significant medication savings per covered month ($2,147.60 at 1 month) and at a cumulative 6 months. Modeled wastage indicated that payers without a split-fill program could expect to save $2,646.74 monthly by using this option. Both cohorts had similar rates of adverse effects and time until first reported adverse effect. CONCLUSION: In the first 6 months, the split-fill patient managed program had lower discontinuation rates, significantly reduced pharmacy costs, and reduced potential wastage.


Subject(s)
Cost Savings , Health Care Costs , Medical Oncology , Neoplasms/epidemiology , Administration, Oral , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/economics , Disease Management , Humans , Medical Oncology/economics , Medical Oncology/methods , Medication Adherence , Neoplasms/diagnosis , Neoplasms/therapy , Outcome Assessment, Health Care , Pharmaceutical Services/economics , Propensity Score , Retrospective Studies , Time Factors
6.
J Acquir Immune Defic Syndr ; 82(3): 245-251, 2019 11 01.
Article in English | MEDLINE | ID: mdl-31343455

ABSTRACT

BACKGROUND: A benchmark of near-perfect adherence (≥95%) to antiretroviral therapy (ART) is often cited as necessary for HIV viral suppression. However, given newer, more effective ART medications, the threshold for viral suppression may be lower. We estimated the minimum ART adherence level necessary to achieve viral suppression. SETTINGS: The Patient-centered HIV Care Model demonstration project. METHODS: Adherence to ART was calculated using the proportion of days covered measure for the 365-day period before each viral load test result, and grouped into 5 categories (<50%, 50% to <80%, 80% to <85%, 85% to <90%, and ≥90%). Binomial regression analyses were conducted to determine factors associated with viral suppression (HIV RNA <200 copies/mL); demographics, proportion of days covered category, and ART regimen type were explanatory variables. Generalized estimating equations with an exchangeable working correlation matrix accounted for correlation within subjects. In addition, probit regression models were used to estimate adherence levels required to achieve viral suppression in 90% of HIV viral load tests. RESULTS: The adjusted odds of viral suppression did not differ between persons with an adherence level of 80% to <85% or 85% to <90% and those with an adherence level of ≥90%. In addition, the overall estimated adherence level necessary to achieve viral suppression in 90% of viral load tests was 82% and varied by regimen type; integrase inhibitor- and nonnucleoside reverse transcriptase inhibitor-based regimens achieved 90% viral suppression with adherence levels of 75% and 78%, respectively. CONCLUSIONS: The ART adherence level necessary to reach HIV viral suppression may be lower than previously thought and may be regimen-dependent.


Subject(s)
Anti-Retroviral Agents/administration & dosage , Anti-Retroviral Agents/therapeutic use , HIV Infections/drug therapy , Medication Adherence , Anti-HIV Agents/therapeutic use , Female , HIV Integrase Inhibitors/therapeutic use , HIV-1/drug effects , Humans , Male , Middle Aged , Multivariate Analysis , Regression Analysis , Reverse Transcriptase Inhibitors/therapeutic use , United States , Viral Load
7.
J Int AIDS Soc ; 22(2): e25252, 2019 02.
Article in English | MEDLINE | ID: mdl-30775846

ABSTRACT

INTRODUCTION: Persistence on preexposure prophylaxis for HIV prevention (PrEP) medication has rarely been reported for periods greater than one year, or in real-world settings. This study used pharmacy fill records for PrEP users from a national chain pharmacy to describe persistence on PrEP medication over a two-year period, and to explore correlates with PrEP medication persistence in a real-world setting. METHODS: We analysed de-identified pharmacy fill records of 7148 eligible individuals who initiated PrEP in 2015 at a national chain pharmacy. A standard algorithm was employed to identify TDF-FTC use for PrEP indication. We considered three time periods for persistence, defined as maintaining refills in PrEP care: year 1 (zero to twelve months), year 2 (thirteen to twenty-four months) and initiation to year 2 (zero to twenty-four months). Individuals with 16 or more days of TDF-FTC PrEP dispensed in a 1-month period for at least three-quarters of a given time period (e.g. nine of twelve months or eighteen of twenty-four months) were classified as persistent on PrEP medication for the period. RESULTS: Persistence was 56% in year 1, 63% in year 2 and 41% from initiation to year 2. Individuals aged 18 to 24 had the lowest persistence, with 29% from initiation to year 2. Men had higher persistence than women, with 42% compared to 20% persistent from initiation to year 2. Individuals with commercial insurance and individuals who utilized a community-based specialty pharmacy from the national chain also had higher persistence. Male gender, age >18 to 24 years, average monthly copay of $20 or less, commercial insurance, and utilization of a community-based specialty pharmacy were positively associated in adjusted models with persistence in year 1 and from initiation to year 2; the same correlates, with the exception of utilization of a community-based specialty pharmacy, were associated with higher persistence in year 2. CONCLUSIONS: We found substantial non-persistence on PrEP medication in both year 1 and year 2. Across the entire 2-year period, only two out of every five users persisted on PrEP. Demographic, financial and pharmacy factors were associated with persistence. Further research is needed to explore how social, structural or individual factors may undermine or enhance persistence on PrEP, and to develop interventions to assist persistence on PrEP.


Subject(s)
Anti-HIV Agents/therapeutic use , HIV Infections/prevention & control , HIV Infections/psychology , Medication Adherence , Pre-Exposure Prophylaxis/statistics & numerical data , Adult , Emtricitabine/therapeutic use , Female , Health Surveys , Humans , Male , Middle Aged , Tenofovir/therapeutic use , United States , Young Adult
8.
J Am Pharm Assoc (2003) ; 59(1): 43-50.e3, 2019.
Article in English | MEDLINE | ID: mdl-30416069

ABSTRACT

OBJECTIVES: To map the specialty medicine process from prescription writing to the patient obtaining medication, identify perceived barriers to access, and highlight potential opportunities for improved efficiency as understood from the perspective of 3 key stakeholder groups: specialty disease clinicians, staff members, and specialty pharmacists. DESIGN: Qualitative research study using semi-structured individual interviews. SETTING AND PARTICIPANTS: Interviews were conducted at a single large tertiary care center targeting clinicians and staff in the hepatitis C, oncology, cystic fibrosis, multiple sclerosis, and rheumatoid arthritis clinics. The second set of participants was pharmacists and technicians at specialty community pharmacies within one large retail chain that was not directly affiliated with the health system. RESULTS: Four conceptual models of specialty medicine access were described by participants. These models varied by disease state, available human resources, and medication. Clinics and specialty pharmacies were not fully aware of the others' systems and contributions to the specialty medicine access process. Perceptions of inefficient communication resulted in frustration and higher perceived work burden. CONCLUSION: There is not a single streamlined pathway for clinics and patients to access specialty medicines in health systems that do not own their own specialty pharmacies. The current system architecture can lead to duplicative work, challenges in communication, and other inefficiencies. Future interventions should focus on streamlining communications between specialty pharmacies, clinics, manufacturers, and payors to create the most efficient access to specialty medicines.


Subject(s)
Comprehension , Health Personnel/psychology , Health Services Accessibility/organization & administration , Medication Systems, Hospital , Adult , Aged , Female , Humans , Male , Middle Aged , Qualitative Research
9.
Am J Manag Care ; 24(5 Suppl): S80-S84, 2018 03.
Article in English | MEDLINE | ID: mdl-29620815

ABSTRACT

OBJECTIVES: To describe the population of patients who received financial assistance from the Good Days Foundation (GDF) as facilitated by Walgreens local specialty pharmacies (LSPs). STUDY DESIGN: This was a retrospective descriptive study. METHODS: This study used a joint foundational and pharmacy claim database between January 1, 2014, and December 31, 2016. RESULTS: Among 1572 eligible patients who received GDF financial assistance as facilitated by Walgreens LSPs, 1524 had disease state information and 14 of these patients receveived financial assistance for 2 disease states (patient count denominator, 1538). The top 3 disease states by patient count were oncology (1403; 91.2%), multiple sclerosis (49; 3.2%), and hepatitis C (39; 2.5%). Of the 777 patients who had complete data and disease state information, 2 received finanical assistance for 2 disease states (denominator, 779); oncology remained the disease with the highest patient count (724; 92.9%). The mean annual financial assistance per patient was highest for hepatitis C ($4156), followed by oncology ($3603) and miscellaneous/rare disease ($1829), which covered 98.8%, 99.3%, and 99.6% of these patients' total co-pay requirements, respectively. In addition to prescription co-pay assistance, 21 patients received travel assistance of $554 per year per patient from GDF. The mean persistence of oncology patients was 170.7 days without a 30-day gap over 1 year of observation time. CONCLUSIONS: The facilitation of treatment by GDF and Walgreens LSPs may be the key to many patients receiving their treatment and maintaining medication persistence. GDF co-pay assistance helped cover most out-of-pocket costs associated with medications and aided with travel expenses for patients, especially in the area of oncology. For many patients, this meant reducing the significant financial barriers to accessing care and facilitating the necessary treatment for their chronic or life-altering disease. Without this assistance, many patients would simply not have been able to meet the expected medication persistence and thus would have received suboptimal treatment.


Subject(s)
Foundations/economics , Medical Assistance/organization & administration , Pharmacies , Adolescent , Adult , Aged , Databases as Topic , Female , Foundations/organization & administration , Health Care Costs/statistics & numerical data , Hepatitis C/economics , Hepatitis C/therapy , Humans , Male , Medical Assistance/economics , Middle Aged , Multiple Sclerosis/economics , Multiple Sclerosis/therapy , Neoplasms/economics , Neoplasms/therapy , Pharmacies/economics , Pharmacies/organization & administration , Retrospective Studies , United States , Young Adult
10.
Pediatr Pulmonol ; 53(6): 720-727, 2018 06.
Article in English | MEDLINE | ID: mdl-29512893

ABSTRACT

OBJECTIVE: To compare medication adherence, pulmonary exacerbations, healthcare utilization, and costs for patients with cystic fibrosis (CF) who utilized a pharmacy-based therapy management program to a matched control group. We hypothesized that patient management services would be associated with better medication adherence, and thus require fewer visits to the emergency room or hospitalizations. METHODS: This retrospective, observational cohort study used claims data from the MORE2 claims Registry®. The sample consisted of CF patients, aged 6+, who had ≥1 pharmacy claim for inhaled tobramycin, inhaled aztreonam, ivacaftor, or dornase alfa from 6/2/2014-5/31/2015. Adherence was measured as proportion of days covered (PDC). Propensity score matching and multivariable regression techniques were used to compare outcomes in program participants to matched controls. RESULTS: Of the 236 intervention and 724 control patients meeting selection criteria, 202 were propensity-matched from each cohort. Relative to the control cohort, program patients had 23% higher mean PDC for tobramycin (IRR = 1.23, P = 0.01) and were twice as likely to be adherent to tobramycin (PDC ≥ 80%) than matched controls (OR = 2.14, P = 0.04). Program patients had fewer ER visits (IRR = 0.52, P < 0.01) and slightly lower ER costs (IRR = 0.66, P = 0.06) than the control patients. CONCLUSION: A pharmacy-based therapy management program for CF patients was associated with higher adherence to inhaled tobramycin and lower ER rates. Pharmacies that provide therapy management can support effective CF care management.


Subject(s)
Cystic Fibrosis/drug therapy , Deoxyribonuclease I/therapeutic use , Medication Therapy Management , Adolescent , Adult , Child , Female , Humans , Male , Medication Adherence , Middle Aged , Pharmacies , Recombinant Proteins/therapeutic use , Young Adult
11.
Clinicoecon Outcomes Res ; 10: 1-12, 2018.
Article in English | MEDLINE | ID: mdl-29296090

ABSTRACT

OBJECTIVE: To compare clinical and economic outcomes of patients who received intravenous immunoglobulin (IVIG) therapies and were managed by a clinical management program vs the outcomes of matched controls using administrative claim data. METHODS: This retrospective cohort study used the PharMetrics Plus™ claim database between September 1, 2011 and June 30, 2014. Patients in the intervention group were from a "high-touch" IVIG clinical management program administered by a home infusion specialty pharmacy. A greedy propensity score matching algorithm was used to identify a control group from non-program patients. Generalized estimating equation models were employed to evaluate differences between cohorts who were followed for 1 year. RESULTS: Clinical outcomes were measured as infections and infusion-related adverse events. The proportion of patients who had serious bacterial infections was significantly lower (4.13% vs 7.75%, P=0.049) in the intervention group (n=242) compared to the control group (n=968). Other clinical outcomes assessed were not different between cohorts (P>0.050). The economic outcomes were measured as healthcare costs. The annual adjusted mean total health care costs of patients in the program were $26,522 lower compared to matched controls, representing a 20% lower cost ($109,476 vs $135,998, P=0.002). A major contribution to this difference ($17,269) was IVIG-related total outpatient cost (intervention vs control groups: $64,080 vs $81,349, P=0.001). CONCLUSION: The patients in this high-touch IVIG clinical management program appeared to have comparable infections or adverse event rates and significantly lower total health costs compared to their matched controls.

12.
J Am Pharm Assoc (2003) ; 58(1): 89-93.e2, 2018.
Article in English | MEDLINE | ID: mdl-29154019

ABSTRACT

OBJECTIVES: To measure prescribed time to therapy (TtT) and sustained virologic response (SVR). Secondary objectives were to assess insurance appeals and copay assistance amount facilitated by a local specialty pharmacy (LSP). METHODS: This descriptive, retrospective study used a joint clinical and pharmacy database of patients who were prescribed direct-acting antivirals (DAAs) at a single-center liver specialty clinic and received LSP services from December 2013 to December 2015. RESULTS: Among 388 patients prescribed DAAs, 364 (94%) patients, who were 18 years of age or older, initiated DAA therapy, and received LSP services, were included in the study. Of these, 211 (58.0%) had cirrhosis, 159 (43.7%) had previous treatment, and 57 (15.7%) had previous liver transplants. Most patients had commercial insurance (n = 249; 68.4%), and 295 (81.0%) required prior authorization. Insurance initially denied coverage to 70 patients (19.2%), for who the LSP drafted appeals for 60 (85.7%). Copay information was available for 154 LSP patients. Although 66 had initial copays of more than $20 per month, the LSP was able to assist most (98.1%; n = 151) with copay reductions to $20 or less. Full financial assistance was received for 20 patients without insurance or any DAA coverage. Among 171 patients with SVR and prescribed TtT information, mean TtT was 12 days (median 4 days), and most received medications within 10 days (n = 122; 71.3%). The overall intention-to-treat SVR rate was 86.8%; the per-protocol (PP) SVR rate was 93.8%. CONCLUSION: Collaboration between providers and an LSP minimized delay in therapy, lowered rates of DAA denial, facilitated patient financial assistance, and helped to optimize clinical outcomes. The PP-SVR rate for this study was similar to rates reported in the literature and higher than expected, considering the inclusion of earlier-generation DAAs and many patients with advanced liver disease.


Subject(s)
Antiviral Agents/therapeutic use , Hepatitis C/drug therapy , Pharmaceutical Services/statistics & numerical data , Pharmacy/statistics & numerical data , Cooperative Behavior , Female , Hepacivirus/drug effects , Humans , Male , Middle Aged , Retrospective Studies , Sustained Virologic Response
13.
Cost Eff Resour Alloc ; 13: 17, 2015.
Article in English | MEDLINE | ID: mdl-26445564

ABSTRACT

BACKGROUND: In the US, the prevalence of hepatitis C virus (HCV) has surpassed the prevalence of human immunodeficiency virus (HIV), with about 3.3 million people chronically infected with the disease. Given the aging of the Baby Boomer generation and the subsequent implementation of age-based screening recommendations, HCV diagnoses are expected to increase. Utilization of anti-viral pharmacotherapy is also expected to increase as more effective and tolerable all-oral therapies for HCV become available in the United States. This research allows payors to assess the disease burden and treatment impact of HCV in their member group. METHODS: A set of three integrated economic models was developed to estimate the disease and cost burden of HCV based on existing literature, wholesale acquisition costs, industry standards, and actuarial judgment. Model 1 estimates the HCV antibody prevalence of HCV in a payer's member group based on population size and the age, sex, and region distribution of the members. Model 2 predicts the number of uncured chronic HCV members who represent the future treatment and medical cost burden for the payer over the next 14 years. Model 3 contrasts the pharmacy, medical, and overall costs for treatment and medical care over 14 years for three therapeutic scenarios: interferon-based standard of care (SOC), all oral therapy, and natural course of disease progression, while accounting for the frequency of HCV genotype within the member population. RESULTS: In a payer population of 100,000 members with an age, sex, and region distribution matching the United States, the seroprevalence of HCV was estimated to be 1.26 %. Combined pharmacy and medical costs for uncured chronic HCV positive members was least expensive for all oral therapy. The per patient with HCV cost savings for all oral therapy compared to SOC were about $3000 per year over 14 years. In a sensitivity analysis, the 12-week all oral therapy for genotype 1 provided overall cost savings vs. a 24-week interferon-based SOC regimen until all oral therapy costs exceeded $99,000. CONCLUSIONS: In most modeled scenarios, the all-oral therapeutic scenario was less costly than SOC, even in sensitivity analyses.

14.
Int J Proteomics ; 2015: 536537, 2015.
Article in English | MEDLINE | ID: mdl-26090226

ABSTRACT

Bordetella pertussis (Bp) is the etiologic agent of pertussis (whooping cough), a highly communicable infection. Although pertussis is vaccine preventable, in recent years there has been increased incidence, despite high vaccine coverage. Possible reasons for the rise in cases include the following: Bp strain adaptation, waning vaccine immunity, increased surveillance, and improved clinical diagnostics. A pertussis outbreak impacted California (USA) in 2010; children and preadolescents were the most affected but the burden of disease fell mainly on infants. To identify protein biomarkers associated with this pertussis outbreak, we report a whole cellular protein characterization of six Bp isolates plus the pertussis acellular vaccine strain Bp Tohama I (T), utilizing gel-free proteomics-based mass spectrometry (MS). MS/MS tryptic peptide detection and protein database searching combined with western blot analysis revealed three Bp isolates in this study had markedly reduced detection of pertactin (Prn), a subunit of pertussis acellular vaccines. Additionally, antibody affinity capture technologies were implemented using anti-Bp T rabbit polyclonal antisera and whole cellular proteins to identify putative immunogens. Proteome profiling could shed light on pathogenesis and potentially lay the foundation for reduced infection transmission strategies and improved clinical diagnostics.

15.
Popul Health Manag ; 18(1): 30-8, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25375893

ABSTRACT

The purpose of this retrospective, longitudinal study was to assess longitudinal associations between modifiable health risks and workplace absenteeism and presenteeism and to estimate lost productivity costs. Across the 4-year study period (2007-2010), 17,089 unique employees from a large US computer manufacturer with a highly technical workforce completed at least 1 health risk assessment. Generalized estimating equation models were used to estimate the mean population-level absenteeism and presenteeism for 11 modifiable health risks and adjust for 9 sociodemographic and employment-related factors. Because patient age was highly correlated with several other variables, the analysis was stratified by age (<45 vs. ≥45 years). For all ages, poor emotional health, inadequate exercise, tobacco use, and having a body mass index (BMI) greater than 35 (all P<.05) were consistently associated with both absenteeism and presenteeism. Having a BMI over 35 and poor emotional health were associated with the largest impact in absenteeism (0.46 days) and presenteeism (4.03 days), respectively. Younger and older workers had similar associations between health risks and presenteeism; however, hypertension, blood sugar, inadequate exercise, and alcohol were associated (P⋜.01) with greater absenteeism among older but not younger workers. The results suggest that productivity loss is strongly related to emotional health and obesity-related health risks (eg, BMI, exercise) but differs by age. These findings could help prioritize preventive health programs offered by employers at their worksite health centers. Given the aging of the US workforce, keeping older workers healthy and productive will be crucial to remaining competitive in the global economy. (Population Health Management 2015;18:30-38).


Subject(s)
Absenteeism , Efficiency , Health Status Indicators , Occupational Health , Adolescent , Adult , Age Factors , Employee Performance Appraisal , Female , Humans , Longitudinal Studies , Male , Middle Aged , Retrospective Studies , Risk Assessment , Risk Factors , United States
16.
Am J Health Syst Pharm ; 71(9): 739-45, 2014 May 01.
Article in English | MEDLINE | ID: mdl-24733137

ABSTRACT

PURPOSE: The effect of a collaborative pharmacist-hospital care transition program on the likelihood of 30-day readmission was evaluated. METHODS: This retrospective cohort study was conducted in two acute care hospitals within the same hospital system in the southeastern United States. One hospital initiated a care transition program in January 2011; the other hospital did not have such a program. All patients who were discharged from either hospital to home from January 1, 2010, through December 31, 2011, were included in the study. The two key program components included bedside delivery of postdischarge medications and follow-up telephone calls two to three days after discharge. The likelihood of readmission was assessed using multiple logistic regression. RESULTS: Over the 2-year study period, 19,659 unique patients had 26,781 qualifying index admissions, 2,523 of which resulted in a readmission within 30 days of discharge. After adjusting for various demographic and clinical characteristics, the usual care group (i.e., patients who did not participate in the program) had nearly twice the odds of readmission within 30 days (odds ratio [OR], 1.90; 95% confidence interval [CI], 1.35-2.67), compared with the intervention group (i.e., program participants). For patients age 65 years or older, those in the usual care group had a sixfold increase in the odds of a 30-day readmission (OR, 6.05; 95% CI, 1.92-19.00) relative to those in the intervention group. CONCLUSION: A care transition program was associated with a lower likelihood of readmission and had a greater effect on older patients.


Subject(s)
Cooperative Behavior , Patient Readmission , Pharmacists , Pharmacy Service, Hospital , Professional Role , Aged , Female , Humans , Likelihood Functions , Male , Odds Ratio , Regression Analysis , Retrospective Studies , Risk Factors
17.
Health Aff (Millwood) ; 32(4): 669-76, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23569046

ABSTRACT

Health care systems in many countries are using the "Triple Aim"--to improve patients' experience of care, to advance population health, and to lower per capita costs--as a focus for improving quality. Population strategies for addressing the Triple Aim are becoming increasingly prevalent in developed countries, but ultimately success will also require targeting specific subgroups and individuals. Certain events, which we call "Triple Fail" events, constitute a simultaneous failure to meet all three Triple Aim goals. The risk of experiencing different Triple Fail events varies widely across people. We argue that by stratifying populations according to each person's risk and anticipated response to an intervention, health systems could more effectively target different preventive interventions at particular risk strata. In this article we describe how such an approach could be planned and operationalized. Policy makers should consider using this stratified approach to reduce the incidence of Triple Fail events, thereby improving outcomes, enhancing patient experience, and lowering costs.


Subject(s)
Delivery of Health Care/standards , Patient Satisfaction , Quality of Health Care/organization & administration , Delivery of Health Care/organization & administration , Health Care Costs/ethics , Health Policy , Humans , Models, Organizational , Preventive Medicine/methods , Preventive Medicine/organization & administration , Quality of Health Care/standards , Risk Factors
18.
Cost Eff Resour Alloc ; 10(1): 10, 2012 Jul 26.
Article in English | MEDLINE | ID: mdl-22835081

ABSTRACT

BACKGROUND: Although annual influenza vaccination could decrease the significant economic and humanistic burden of influenza in the United States, immunization rates are below recommended levels, and concerns remain whether immunization programs can be cost beneficial. The research objective was to compare cost benefit of various immunization strategies from employer, employee, and societal perspectives. METHODS: An actuarial model was developed based on the published literature to estimate the costs and benefits of influenza immunization programs. Useful features of the model included customization by population age and risk-level, potential pandemic risk, and projection year. Various immunization strategies were modelled for an average U.S. population of 15,000 persons vaccinated in pharmacies or doctor's office during the 2011/12 season. The primary outcome measure reported net cost savings per vaccinated (PV) from the perspective of various stakeholders. RESULTS: Given a typical U.S. population, an influenza immunization program will be cost beneficial for employers when more than 37% of individuals receive vaccine in non-traditional settings such as pharmacies. The baseline scenario, where 50% of persons would be vaccinated in non-traditional settings, estimated net savings of $6 PV. Programs that limited to pharmacy setting ($31 PV) or targeted persons with high-risk comorbidities ($83 PV) or seniors ($107 PV) were found to increase cost benefit. Sensitivity analysis confirmed the scenario-based findings. CONCLUSIONS: Both universal and targeted vaccination programs can be cost beneficial. Proper planning with cost models can help employers and policy makers develop strategies to improve the impact of immunization programs.

19.
Am J Hosp Palliat Care ; 29(4): 249-53, 2012 Jun.
Article in English | MEDLINE | ID: mdl-21840872

ABSTRACT

Although most patients with terminal heart failure (HF) prefer to die at home, the majority die in hospitals. To determine the impact of home inotropic support in the place of death among patients with terminal HF, this retrospective study compared the place of death in patients with terminal HF enrolled in an inotropic infusion program to place of death in a national sample of patients with HF. The rate of home death among program participants (64.5%; n = 217) was significantly higher (P < .001) than an age- and sex-adjusted rate of home death in a national sample (35.9%; n = 56 596). Patients with HF participating in home inotropic support can remain at home during the final stage of life and are less likely to die in hospitals.


Subject(s)
Attitude to Death , Heart Failure/drug therapy , Heart Failure/mortality , Home Care Services/statistics & numerical data , Home Infusion Therapy/statistics & numerical data , Hospitals/statistics & numerical data , Palliative Care/trends , Aged , Aged, 80 and over , Cardiotonic Agents/administration & dosage , Female , Humans , Male , Retrospective Studies , United States
20.
Article in English | MEDLINE | ID: mdl-24800150

ABSTRACT

BACKGROUND: In an attempt to contain Medicaid pharmacy costs, nearly all states impose dispensing limits on medication days' supply. Although longer days' supply appears to increase the potential for medication wastage, previous studies suggest that it may also decrease pharmacy expenditures by reducing dispensing fees and drug ingredient costs. This study was conducted to determine whether 90-day refills at community pharmacies could improve adherence, minimize wastage, and control costs. METHODS: This retrospective observational study used California Medicaid claims, from the Walgreens pharmacy chain dated January 2010, to identify 52,898 patients prescribed statin, antihypertensive, selective serotonin reuptake inhibitor (SSRI), or oral hypoglycemic medications. Adherence was measured by medication possession ratio (MPR) and persistency with a 30-day gap. Medication wastage was defined as a switch of drug or drug strength within the same therapeutic class that occurred before the expected refill date. RESULTS: Adherence was 20% higher and persistency was 23% higher for the 90-day group than the 30-day group. This amounted to an average increase of 0.14 MPR and 44 days of continuous therapy. The two groups had comparable proportions of patients with wastage. After subtracting an average wastage cost of $7.34 per person per year (PPPY), all therapeutic classes had PPPY savings: statins ($7.70), antihypertensives ($10.80), SSRIs ($18.52), and oral hypoglycemics ($26.86). CONCLUSION: Across four drug categories and compared to 30-day refills, patients with 90-day refills had greater medication adherence, greater persistency, nominal wastage, and greater savings.


Subject(s)
Chronic Disease/drug therapy , Medicaid/statistics & numerical data , Medication Adherence/statistics & numerical data , Prescription Drugs/supply & distribution , Adult , California/epidemiology , Cost Savings , Female , Humans , Male , Medicaid/economics , Middle Aged , Prescription Drugs/economics , Retrospective Studies , United States
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