1
|
Taliaferro LM, Dodson S, Norton MC, Ofei-Dodoo S. Evaluation of 340B prescription assistance program on healthcare use in chronic obstructive pulmonary disease. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2023; 11:100295. [PMID: 37404594 PMCID: PMC10315920 DOI: 10.1016/j.rcsop.2023.100295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 06/13/2023] [Accepted: 06/13/2023] [Indexed: 07/06/2023] Open
Abstract
Background The federal 340B drug program was designed to stretch scarce federal resources to provide more comprehensive services for more eligible patients. To help satisfy community needs, 340B Prescription Assistance Programs (PAPs) allow eligible patients to access medications at significantly reduced costs. Objectives To measure the impact of reduced-cost medications for chronic obstructive pulmonary disease (COPD) through a 340B PAP on all-cause hospitalizations and emergency department visits. Methods This multi-site, retrospective, single-sample, pre-post cohort study involved patients with COPD who used a 340B PAP to fill prescriptions for an inhaler or nebulizer between April 1, 2018, and June 30, 2019. Data from included subjects were evaluated and compared in the year before and after each individual patient's respective prescription fill in the 340B PAP. The primary outcome evaluated the impact of 340B PAP on all-cause hospitalizations and emergency department visits. Secondary outcomes evaluated the financial impact associated with program use. Wilcoxon signed-rank test was utilized to assess changes in the outcome measures. Results Data for 115 patients were included in the study. Use of the 340B PAP resulted in a significant reduction in the composite mean number of all-cause hospitalizations and emergency department visits (2.42 vs 1.66, Z = -3.12, p = 0.002). There was an estimated $1012.82 mean cost avoidance per patient due to reduction in healthcare utilization. Annual program-wide prescription cost savings for patients totaled $178,050.21. Conclusions This study suggested that access to reduced-cost medications through the federal 340B Drug Pricing Program was associated with a significant reduction in hospitalizations and emergency department visits for patients with COPD, decreasing patients' utilization of healthcare resources.
Collapse
Affiliation(s)
- Leah M. Taliaferro
- Ascension Via Christi Hospitals Wichita, Inc., 929 N Saint Francis, Wichita, KS 67214, United States
| | - Sarah Dodson
- Ascension Via Christi Hospitals, 1 Mt Carmel Pl, Pittsburg, KS 66762, United States
| | - Melissa C. Norton
- Ascension Via Christi Hospitals Wichita, Inc., 929 N Saint Francis, Wichita, KS 67214, United States
| | - Samuel Ofei-Dodoo
- University of Kansas School of Medicine - Wichita, 1010 N Kansas, Wichita, KS 67214, United States
| |
Collapse
|
2
|
Chiang YC, Ni W, Zhang G, Shi X, Patel MR. The Association Between Cost-Related Non-Adherence Behaviors and Diabetes Outcomes. J Am Board Fam Med 2023; 36:15-24. [PMID: 36759134 PMCID: PMC10626976 DOI: 10.3122/jabfm.2022.220272r2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 10/01/2022] [Accepted: 10/11/2022] [Indexed: 02/11/2023] Open
Abstract
BACKGROUND We examined the impact of various comorbid conditions on diabetes and condition-specific cost-related nonadherence (CRN), and HbA1c in adults with diabetes. METHODS This was a cross-sectional analysis of participants with diabetes and poor glycemic control in an ongoing trial (n = 600). We computed prevalence of condition-specific CRN, prevalence of specific types of diabetes-related CRN by comorbid condition, prevalence of specific types of condition-specific CRN within each comorbidity, and the association between condition-specific and diabetes-related CRN and HbA1c for each comorbid condition. RESULTS Fifty-eight percent (n = 350) of participants reported diabetes-related CRN. Diabetes-related CRN rates were highest in those with liver problems (63%), anemia (61%), respiratory diseases (60%), and hyperlipidemia (60%). Condition-specific CRN rates were high in those with respiratory diseases (44%), back pain (41%), and depression (40%). Participants with cancer and kidney diseases reported the lowest rates of diabetes-related and condition-specific CRN. Delaying getting diabetes prescriptions filled was the most commonly reported form of diabetes-related CRN across all comorbid conditions and was the highest in those with liver problems (47%), anemia (46%), and respiratory diseases (45%). In adjusted models, those with back pain (beta-coefficient, 0.45; 95%CI 0.02-0.88; P = .04) and hyperlipidemia (beta-coefficient, 0.50; 95%CI 0.11-0.88; P = .01) who reported both diabetes-related and condition-specific CRN had higher HbA1c. CONCLUSIONS CRN in patients with diabetes is higher than in other comorbid conditions and is associated with poor diabetes control. These findings may be driven by higher out-of-pocket costs for medications to manage diabetes, lack of symptoms associated with poor diabetes control, or other factors, with implications for both clinicians and health insurance programs.
Collapse
Affiliation(s)
- Yu-Chyn Chiang
- From the College of Pharmacy, University of Michigan (YC,WN); Department of Biostatistics, University of Michigan School of Public Health (GZ, XS); Department of Health Behavior and Health Education, University of Michigan School of Public Health (MP)
| | - William Ni
- From the College of Pharmacy, University of Michigan (YC,WN); Department of Biostatistics, University of Michigan School of Public Health (GZ, XS); Department of Health Behavior and Health Education, University of Michigan School of Public Health (MP)
| | - Guanghao Zhang
- From the College of Pharmacy, University of Michigan (YC,WN); Department of Biostatistics, University of Michigan School of Public Health (GZ, XS); Department of Health Behavior and Health Education, University of Michigan School of Public Health (MP)
| | - Xu Shi
- From the College of Pharmacy, University of Michigan (YC,WN); Department of Biostatistics, University of Michigan School of Public Health (GZ, XS); Department of Health Behavior and Health Education, University of Michigan School of Public Health (MP)
| | - Minal R Patel
- From the College of Pharmacy, University of Michigan (YC,WN); Department of Biostatistics, University of Michigan School of Public Health (GZ, XS); Department of Health Behavior and Health Education, University of Michigan School of Public Health (MP).
| |
Collapse
|
3
|
Olson AW, Schommer JC, Mott DA, Adekunle OL, Brown LM. Financial hardship from purchasing prescription drugs among older adults in the United States before, during, and after the Medicare Part D "Donut Hole": Findings from 1998, 2001, 2015, and 2021. J Manag Care Spec Pharm 2022; 28:508-517. [PMID: 35471065 PMCID: PMC10373028 DOI: 10.18553/jmcp.2022.28.5.508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: Cost-related nonadherence compromises successful and effective management of chronic disease. The Medicare Modernization Act of 2003 (MMA) and Patient Protection and Affordable Care Act of 2010 (ACA) aimed to increase the affordability of outpatient prescription drugs for older adults (older than age 64 years). The Medicare Part D prescription drug insurance coverage gap ("donut hole") created by the MMA was fully closed in 2020 by the ACA. OBJECTIVES: To (1) describe prescription drug coverage and financial hardship from purchasing prescription drugs among older American adults for 2021, (2) compare these results with findings from data collected before the MMA and during the progressive elimination of the Medicare Part D coverage gap, and (3) compute the likelihood for financial hardship from purchasing prescription drugs using variables for year, prescription drug insurance coverage, health-related information, and demographics. METHODS: Data were obtained from 4 nationally distributed, crosssectional surveys of older adults to track coverage for and financial hardship from purchasing prescription drugs. Surveys in 1998 and 2001 were mailed to national random samples of US seniors. Of 2,434 deliverable surveys, 700 (29%) provided useable data. Data were collected in 2015 and 2021 via online surveys sent to samples of US adults. Of 27,694 usable responses, 4,445 were from older adults. Descriptive statistics and logistic regression analyses described relationships among financial hardship and demographics, diagnoses, and daily prescription drug use. RESULTS: Five percent of older adults lacked prescription drug coverage in 2021, continuing a downward trend from 32% in 1998, 29% in 2001, and 9% in 2015. Contrastingly, 20% of older adults reported financial hardship from prescription drug purchases in 2021, bending an upward trend from 19% in 1998, 31% in 2001, and 36% in 2015. Financial hardship from purchasing prescription drugs was more likely to be reported by older adults lacking prescription drug insurance, taking multiple medications daily, and having a low annual household income across all survey years. The latter 2 of these 3 factors were still predictive of financial hardship from purchasing prescription drugs among older adults with prescription drug insurance. CONCLUSIONS: Financial hardship from purchasing prescription drugs is still experienced by many older adults after the full implementation of the MMA and ACA. Lacking prescription drug coverage, taking more than 5 prescription drugs daily, and a low annual household income may increase the likelihood of experiencing this financial hardship. Pharmacists can be a resource for older adults making choices about their prescription drug coverages and purchases. DISCLOSURES: Funding was provided by the American Association of Colleges of Pharmacy New Investigator Program, the University of Minnesota Grant-in-Aid of Research Program, the Peters Endowment for Pharmacy Practice Innovation, the Chapman University Research Program, and the University Minnesota Research Program.
Collapse
Affiliation(s)
- Anthony W Olson
- Essentia Institute of Rural Health, Duluth, Minnesota.,Department of Pharmacy Practice and Pharmaceutical Sciences, College of Pharmacy, University of Minnesota, Duluth, Minnesota
| | - Jon C Schommer
- Department of Pharmaceutical Care and Health Systems, College of Pharmacy, University of Minnesota, Minneapolis
| | - David A Mott
- Social and Administrative Sciences Division, School of Pharmacy, University of Wisconsin, Madison
| | - OLajide Adekunle
- Pharmaceutical Sciences Graduate Program, School of Pharmacy, Chapman University, Irvine, California
| | | |
Collapse
|
4
|
González-Rodríguez A, Monreal JA, Mv MVS. Factors Influencing Adherence to Antipsychotic Medications in Women with Delusional Disorder: A Narrative Review. Curr Pharm Des 2022; 28:1282-1293. [PMID: 35272589 DOI: 10.2174/1381612828666220310151625] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 01/29/2022] [Indexed: 11/22/2022]
Abstract
BACKGROUND Adherence to medication regimens is of great importance in psychiatry because drugs sometimes need to be taken for long durations in order to maintain health and function. OBJECTIVE To review influences on adherence to antipsychotic medications, the treatment of choice for delusional disorder (DD), and to focus on adherence in women with DD. METHOD A non-systematic narrative review of papers published since 2000 using PubMed and Google Scholar and focusing on women with DD and medication adherence. RESULTS Several factors have been identified as exerting influence on adherence in women with persistent delusional symptoms who are treated with antipsychotics. Personality features, intensity of delusion, perception of adverse effects, and cognitive impairment are patient factors. Clinical time spent with the patient, clarity of communication and regular drug monitoring are responsibilities of the health provider. Factors that neither patient nor clinician can control are the social determinants of health such as poverty, easy access to healthcare, and cultural variables. CONCLUSIONS There has been little investigation into factors that influence adherence in the target population discussed here -e.g. women with DD. Preliminary results of this literature search indicate that solutions from outside the field of DD may apply to this population. Overall, a solid therapeutic alliance appears to be the best hedge against non-adherence.
Collapse
Affiliation(s)
- Alexandre González-Rodríguez
- Department of Mental Health. Mutua Terrassa University Hospital. University of Barcelona. Terrassa, Barcelona, Spain
| | - José Antonio Monreal
- Department of Mental Health. Mutua Terrassa University Hospital. University of Barcelona. Institut de Neurociències. UAB. CIBERSAM, Terrassa, Barcelona, Spain
| | | |
Collapse
|
5
|
Alefan Q, Cheekireddy VM, Blackburn D. Cost-Related Nonadherence Can be Explained by A General Non-Adherence Framework. J Am Pharm Assoc (2003) 2022; 62:658-673. [DOI: 10.1016/j.japh.2022.01.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 01/10/2022] [Accepted: 01/10/2022] [Indexed: 11/24/2022]
|
6
|
Lee W, Lloyd JT, Giuriceo K, Day T, Shrank W, Rajkumar R. Systematic review and meta-analysis of patient race/ethnicity, socioeconomics, and quality for adult type 2 diabetes. Health Serv Res 2020; 55:741-772. [PMID: 32720345 DOI: 10.1111/1475-6773.13326] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVE To review the evidence of the association between performance in eight indicators of diabetes care and a patient's race/ethnicity and socioeconomic characteristics. DATA SOURCE Studies of adult patients with type 2 diabetes in MEDLINE published between January 1, 2000, and December 31, 2018. STUDY DESIGN Systematic review and meta-analysis of regression-based studies including race/ethnicity and income or education as explanatory variables. Meta-analysis was used to quantify differences in performance associated with patient race/ethnicity or socioeconomic characteristics. The systematic review was used to identify potential mechanisms of disparities. DATA COLLECTION Two coauthors separately conducted abstract screening, study exclusions, data extraction, and scoring of retained studies. Estimates in retained studies were extracted and, where applicable, were standardized and converted to odds ratios and standard errors. PRINCIPAL FINDINGS Performance in intermediate outcomes and process measures frequently exhibited differences by race/ethnicity even after adjustment for socioeconomic, lifestyle, and health factors. Meta-analyses showed black patients had lower odds of HbA1c and blood pressure (BP) control (OR range: 0.67-0.68, P < .05) but higher odds of receiving eye or foot examination (OR range: 1.22-1.47, P < .05) relative to white patients. A high school degree or more was associated with higher odds of HbA1c control and receipt of eye examinations compared to patients without a degree. Meta-analyses of income included a handful of studies and were inconsistently associated with diabetes care performance. Differences in diabetes performance appear to be related to access-related factors such as uninsurance or lacking a usual source of care; food insecurity and trade-offs at very low incomes; and lower adherence among younger and healthier diabetes patients. CONCLUSIONS Patient race/ethnicity and education were associated with differences in diabetes quality measures. Depending on the approach used to rate providers, not adjusting for these patient characteristics may penalize or reward providers based on the populations they serve.
Collapse
Affiliation(s)
- Woolton Lee
- Centers for Medicare and Medicaid Services, Baltimore, Maryland
| | | | | | - Timothy Day
- Centers for Medicare and Medicaid Services, Baltimore, Maryland
| | | | - Rahul Rajkumar
- Blue Cross Blue Shield of North Carolina, Durham, North Carolina
| |
Collapse
|
7
|
Walker RJ, Garacci E, Palatnik A, Ozieh MN, Egede LE. The Longitudinal Influence of Social Determinants of Health on Glycemic Control in Elderly Adults With Diabetes. Diabetes Care 2020; 43:759-766. [PMID: 32029639 PMCID: PMC7085811 DOI: 10.2337/dc19-1586] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 01/13/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE This study aimed to understand the longitudinal relationship between financial, psychosocial, and neighborhood social determinants and glycemic control (HbA1c) in older adults with diabetes. RESEARCH DESIGN AND METHODS Data from 2,662 individuals with self-reported diabetes who participated in the Health and Retirement Study (HRS) were used. Participants were followed from 2006 through 2014. Financial hardship, psychosocial, and neighborhood-level social determinant factors were based on validated surveys from the biennial core interview and RAND data sets. All social determinant factors and measurements of HbA1c from the time period were used and treated as time varying in analyses. SAS PROC GLIMMIX was used to fit a series of hierarchical linear mixed models. Models controlled for nonindependence among the repeated observations using a random intercept and treating each individual participant as a random factor. Survey methods were used to apply HRS weighting. RESULTS Before adjustment for demographics, difficulty paying bills (β = 0.18 [95% CI 0.02, 0.24]) and medication cost nonadherence (0.15 [0.01, 0.29]) were independently associated with increasing HbA1c over time, and social cohesion (-0.05 [-0.10, -0.001]) was independently associated with decreasing HbA1c over time. After adjusting for both demographics and comorbidity count, difficulty paying bills (0.13 [0.03, 0.24]) and religiosity (0.04 [0.001, 0.08]) were independently associated with increasing HbA1c over time. CONCLUSIONS Using a longitudinal cohort of older adults with diabetes, this study found that financial hardship factors, such as difficulty paying bills, were more consistently associated with worsening glycemic control over time than psychosocial and neighborhood factors.
Collapse
Affiliation(s)
- Rebekah J Walker
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI
| | - Emma Garacci
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI
| | - Anna Palatnik
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI
- Department of Obstetrics and Gynecology, Medical College of Wisconsin, Milwaukee, WI
| | - Mukoso N Ozieh
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI
- Division of Nephrology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
| | - Leonard E Egede
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI
| |
Collapse
|
8
|
Walker RJ, Garacci E, Campbell JA, Harris M, Mosley-Johnson E, Egede LE. Relationship Between Multiple Measures of Financial Hardship and Glycemic Control in Older Adults With Diabetes. J Appl Gerontol 2020; 40:162-169. [PMID: 32167406 DOI: 10.1177/0733464820911545] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Aim: To examine the relationship between multiple measures of financial hardship and glycemic control in older adults with diabetes. Methods: Using data from Health and Retirement Study (HRS), we investigated four measures of financial hardship: difficulty paying bills, ongoing financial strain, decreasing food intake due to money, and taking less medication due to cost. Using linear regression models, we investigated the relationship between each measure, and a cumulative score of hardships per person, on glycemic control (HbA1c). Results: After adjustment, a significant relationship existed with each increasing number of hardships associated with increasing HbA1c (0.09, [95%CI 0.04, 0.14]). Difficulty paying bills (0.25, [95%CI 0.14, 0.35]) and decreased medication usage due to cost (0.17, [95%CI 0.03, 0.31]) remained significantly associated with HbA1c. Conclusion: In older adults, difficulty paying bills and cost-related medication nonadherence is associated with glycemic control, and every additional financial hardship was associated with an increased HbA1c by nearly 0.1%.
Collapse
Affiliation(s)
- Rebekah J Walker
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, USA.,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, USA
| | - Emma Garacci
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, USA
| | - Jennifer A Campbell
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, USA.,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, USA
| | - Melissa Harris
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, USA
| | - Elise Mosley-Johnson
- Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, USA
| | - Leonard E Egede
- Division of General Internal Medicine, Department of Medicine, Medical College of Wisconsin, Milwaukee, USA.,Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, USA
| |
Collapse
|
9
|
Sumarsono A, Sumarsono N, Das SR, Vaduganathan M, Agrawal D, Pandey A. Economic Burden Associated With Extended-Release vs Immediate-Release Drug Formulations Among Medicare Part D and Medicaid Beneficiaries. JAMA Netw Open 2020; 3:e200181. [PMID: 32108893 PMCID: PMC7049080 DOI: 10.1001/jamanetworkopen.2020.0181] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
IMPORTANCE The United States spends more money on medications than any other country. Most extended-release drugs have not consistently shown therapeutic or adherence superiority, and switching these medications to less expensive, generic, immediate-release formulations may offer an opportunity to reduce health care spending. OBJECTIVE To evaluate Medicare Part D and Medicaid spending on extended-release drug formulations and the potential savings associated with switching to generic immediate-release formulations. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study used the 2012 to 2017 Medicare Part D Drug Event and Medicaid Spending and Utilization data sets to analyze 20 extended-release drugs with 37 Medicare formulations and 36 Medicaid formulations. Only cardiovascular, diabetes, neurologic, and psychiatric extended-release drugs saving at most 1 additional daily dose compared with their immediate-release counterparts were included. Extended-release drugs with therapeutic superiority were excluded. Analyses were conducted from January to December 2019. MAIN OUTCOMES AND MEASURES Estimated Medicare Part D and Medicaid savings from switching extended-release to immediate-release drug formulations between 2012 and 2017. RESULTS Of the 6252 drugs screened for eligibility from the 2017 Medicaid Drug Utilization database and the 2017 Medicare Part D database, 67 drugs with extended-release formulations that were identified in the Medicare data set (20 distinct drugs with 37 formulations [19 brand, 18 generic]) were included in the analysis. In 2017, Medicare Part D spent $2.2 billion and Medicaid spent $952 million (a combined $3.1 billion) on 20 extended-release drugs. Between 2012 and 2017, Medicare Part D and Medicaid spent $12 billion and $5.9 billion, respectively, on extended-release formulations. Switching from brand-name to generic extended-release formulations was estimated to be associated with a $247 million reduction in Medicare spending and $299 million reduction in Medicaid spending in 2017, whereas switching all brand-name and generic extended-release formulations to immediate-release formulations in both Medicare and Medicaid was estimated to reduce spending by $2.6 billion ($1.8 billion for Medicare and $836 million for Medicaid) in 2017. During the study period, the estimated spending reduction associated with switching all patients receiving extended-release formulations (brand name extended-release and generic extended-release) to generic immediate-release formulations was $13.7 billion ($8.5 billion from Medicare and $5.2 billion from Medicaid). CONCLUSIONS AND RELEVANCE The findings suggest that switching from extended-release drug formulations to therapeutically equivalent immediate-release formulations when available represents a potential option to reduce Medicare and Medicaid spending.
Collapse
Affiliation(s)
- Andrew Sumarsono
- Department of Internal Medicine, The University of Texas Southwestern Medical Center, Dallas
| | - Nathan Sumarsono
- Department of Pediatrics, Stanford University, Palo Alto, California
| | - Sandeep R. Das
- Division of Cardiology, Department of Internal Medicine, The University of Texas Southwestern Medical Center, Dallas
| | - Muthiah Vaduganathan
- Division of Cardiology, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Deepak Agrawal
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Texas at Austin, Dell Medical School, Austin
| | - Ambarish Pandey
- Division of Cardiology, Department of Internal Medicine, The University of Texas Southwestern Medical Center, Dallas
| |
Collapse
|
10
|
Levine DA, Burke JF, Shannon CF, Reale BK, Chen LM. Association of Medication Nonadherence Among Adult Survivors of Stroke After Implementation of the US Affordable Care Act. JAMA Neurol 2019; 75:1538-1541. [PMID: 30167647 DOI: 10.1001/jamaneurol.2018.2302] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Importance Among adults with chronic disease, survivors of stroke have high out-of-pocket financial burdens. The US government enacted the Affordable Care Act (ACA) in 2010 and implemented the law in 2014 to provide more low-income adults with health insurance coverage. Objective To assess whether ACA implementation is associated with cost-related nonadherence (CRN) to medication among adult survivors of stroke. Design, Setting, and Participants This study analyzed data from the 2000 to 2016 National Health Interview Survey, an in-person household survey of the noninstitutionalized US population conducted annually by the National Center for Health Statistics. Conducted at the University of Michigan Medical School, Ann Arbor, from July 24, 2017, to February 28, 2018, the study had a sample of 13 930 survivors of stroke. Analyses were stratified by age (45-64 years vs ≥65 years). Time was treated as a continuous variable and as a categorical variable across 4 periods (2000-2005, historical control; 2006-2010, economic recession and peak unemployment; 2011-2013, before ACA implementation; and 2014-2016, after ACA implementation). Percentages are weighted to reflect US population estimates. Main Outcomes and Measures The primary outcome was the self-report of CRN, defined as the inability to afford prescribed medications within the past 12 months. Results Among the 13 930 total survivors of stroke, 38.1% were aged 45 to 64 years (50.5% were female and 49.5% were male, with a mean [SE] age of 56.0 [0.10] years), and 61.9% were aged 65 years or older (54.9% were female and 45.1% were male, with a mean [SE] age of 76.2 [0.09] years). From 2011 to 2013 through 2014 to 2016, Medicaid increased (from 24.0% [95% CI, 21.0%-27.2%] in 2011-2013 to 30.8% [95% CI, 27.3%-34.6%] in 2014-2016; P < .001) and uninsurance decreased (from 13.7% [95% CI, 11.3%-16.4%] to 6.8% [95% CI, 5.3%-8.8%]; P < .001) among survivors of stroke aged 45 to 64 years. Among survivors aged 45 to 64 years, CRN increased over time before ACA implementation (from 18.6% [95% CI, 16.5%-20.9%] in 2000-2005, to 22.6% [95% CI, 19.7%-25.9%] in 2006-2010, to 23.8% [95% CI, 20.7%-27.3%] in 2011-2013) and decreased after ACA implementation to 18.1% (95% CI, 15.4%-21.3%; P = .01) in 2014 to 2016. The period after ACA implementation was associated with lower odds of CRN after adjustment for sociodemographics, year, and clinical factors (odds ratio [OR], 0.63; 95% CI, 0.47-0.85). The difference was attenuated after further adjustment for health insurance coverage (OR, 0.76; 95% CI, 0.56-1.03). Conclusions and Relevance After the ACA implementation, health insurance coverage increased and CRN decreased among adult survivors of stroke, suggesting that further expansion of Medicaid coverage is likely to be advantageous for survivors.
Collapse
Affiliation(s)
- Deborah A Levine
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor.,Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor.,Department of Neurology and Stroke Program, University of Michigan Medical School, Ann Arbor
| | - James F Burke
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor.,Department of Neurology and Stroke Program, University of Michigan Medical School, Ann Arbor
| | | | - Bailey K Reale
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor
| | - Lena M Chen
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor.,Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
| |
Collapse
|
11
|
Zullig LL, Jazowski SA, Wang TY, Hellkamp A, Wojdyla D, Thomas L, Egbuonu-Davis L, Beal A, Bosworth HB. Novel application of approaches to predicting medication adherence using medical claims data. Health Serv Res 2019; 54:1255-1262. [PMID: 31429471 DOI: 10.1111/1475-6773.13200] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVE To compare predictive analytic approaches to characterize medication nonadherence and determine under which circumstances each method may be best applied. DATA SOURCES/STUDY SETTING Medicare Parts A, B, and D claims from 2007 to 2013. STUDY DESIGN We evaluated three statistical techniques to predict statin adherence (proportion of days covered [PDC ≥ 80 percent]) in the year following discharge: standard logistic regression with backward selection of covariates, least absolute shrinkage and selection operator (LASSO), and random forest. We used the C-index to assess model discrimination and decile plots comparing predicted values to observed event rates to evaluate model performance. DATA EXTRACTION We identified 11 969 beneficiaries with an acute myocardial infarction (MI)-related admission from 2007 to 2012, who filled a statin prescription at, or shortly after, discharge. PRINCIPAL FINDINGS In all models, prior statin use was the most important predictor of future adherence (OR = 3.65, 95% CI: 3.34-3.98; OR = 3.55). Although the LASSO regression model selected nearly 90 percent of all candidate predictors, all three analytic approaches had moderate discrimination (C-index ranging from 0.664 to 0.673). CONCLUSIONS Although none of the models emerged as clearly superior, predictive analytics could proactively determine which patients are at risk of nonadherence, thus allowing for timely engagement in adherence-improving interventions.
Collapse
Affiliation(s)
- Leah L Zullig
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Health Care System, Durham, North Carolina.,Department of Population Health Sciences, Duke University, Durham, North Carolina
| | - Shelley A Jazowski
- Department of Population Health Sciences, Duke University, Durham, North Carolina.,Department of Health Policy and Management, University of North Carolina, Chapel Hill, North Carolina
| | - Tracy Y Wang
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | - Anne Hellkamp
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | - Daniel Wojdyla
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | - Laine Thomas
- Duke Clinical Research Institute, Duke University, Durham, North Carolina.,Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina
| | - Lisa Egbuonu-Davis
- Global Patient Centered Outcomes and Solutions, Sanofi, New York, New York
| | - Anne Beal
- Global Patient Centered Outcomes and Solutions, Sanofi, New York, New York
| | - Hayden B Bosworth
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Health Care System, Durham, North Carolina.,Department of Population Health Sciences, Duke University, Durham, North Carolina.,School of Nursing, Duke University, Durham, North Carolina.,Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina.,Department of Medicine, Duke University, Durham, North Carolina
| |
Collapse
|
12
|
Self-reported barriers to medication use in older women: Findings from the Women's Health Initiative. J Am Pharm Assoc (2003) 2019; 59:842-847. [PMID: 31405806 DOI: 10.1016/j.japh.2019.07.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2018] [Revised: 05/30/2019] [Accepted: 07/03/2019] [Indexed: 01/25/2023]
Abstract
OBJECTIVES To describe the prevalence of, types of, and characteristics associated with self-reporting multiple (≥ 2) barriers to medication use in older women using long-term cardiovascular and oral hypoglycemic medications. METHODS This cross-sectional study set at the Women's Health Initiative during 2005-2010 included women who were using any chronic medication from 3 target classes (i.e., antilipemics, antihypertensives, oral hypoglycemics) for at least 1 month and who had answered questions about barriers to medication use at year 4 (2009) of the study period (N = 59,054). Measurements included common self-reported barriers to medication use, and sociodemographic, health characteristic, medication use, and access to care variables were evaluated. Multivariable logistic regression models were used to examine associations between participant characteristics and barriers to medication use. RESULTS Among the participants, 47,846 (81%) reported no barriers, 7105 (12%) reported 1 barrier, and 4103 (6.9%) reported 2 or more barriers to medication use. The most common barriers reported were having concerns about adverse effects, not liking to take medications, and medications costing too much. Several characteristics were found to be associated with reporting 2 or more barriers in multivariable modeling, including demographic (e.g., lower age, black race, Hispanic ethnicity) and health or medication (e.g., lower quality of life, lower physical function, higher number of concurrent medications) characteristics. CONCLUSION Among older women using chronic cardiovascular and oral hypoglycemic medications, approximately 20% reported at least 1 barrier to medication use, with 7% of women reporting multiple barriers. Pharmacists should prioritize identifying barriers to medication use in older women using chronic medications to improve patient care.
Collapse
|
13
|
Kazi DS, Lu CY, Lin GA, DeJong C, Dudley RA, Chen R, Tseng CW. Nationwide Coverage and Cost-Sharing for PCSK9 Inhibitors Among Medicare Part D Plans. JAMA Cardiol 2019; 2:1164-1166. [PMID: 28903137 DOI: 10.1001/jamacardio.2017.3051] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Dhruv S Kazi
- Division of Cardiology at Zuckerberg San Francisco General Hospital, University of California, San Francisco
| | - Christine Y Lu
- Department of Population Medicine, Harvard Medical School, Boston, Massachusetts.,Harvard Pilgrim Health Care Institute, Boston, Massachusetts
| | - Grace A Lin
- Center for Healthcare Value, Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco
| | - Colette DeJong
- Center for Healthcare Value, Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco
| | - R Adams Dudley
- Center for Healthcare Value, Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco
| | - Randi Chen
- Pacific Health Research and Education Institute, Honolulu, Hawaii
| | - Chien-Wen Tseng
- Department of Family Medicine and Community Health, University of Hawaii John A. Burns School of Medicine, Honolulu
| |
Collapse
|
14
|
Kang H, Lobo JM, Kim S, Sohn MW. Cost-related medication non-adherence among U.S. adults with diabetes. Diabetes Res Clin Pract 2018; 143:24-33. [PMID: 29944967 PMCID: PMC6204232 DOI: 10.1016/j.diabres.2018.06.016] [Citation(s) in RCA: 85] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2018] [Revised: 05/25/2018] [Accepted: 06/19/2018] [Indexed: 11/17/2022]
Abstract
AIMS To examine factors that affect cost-related medication non-adherence (CRN), defined as taking medication less than as prescribed because of cost, among adults with diabetes and to determine their relative contribution in explaining CRN. METHODS Behavioral Risk Factor Surveillance System data for 2013-2014 were used to identify individuals with diabetes and their CRN. We modeled CRN as a function of financial factors, regimen complexity, and other contextual factors including diabetes care, lifestyle, and health factors. Dominance analysis was performed to rank these factors by relative importance. RESULTS CRN among U.S. adults with diabetes was 16.5%. Respondents with annual income <$50,000 and without health insurance were more likely to report CRN, compared to those with income ≥$50,000 and those with insurance, respectively. Insulin users had 1.24 times higher risk of CRN compared to those not on insulin. Contextual factors that significantly affected CRN included diabetes care factors, lifestyle factors, and comorbid depression, arthritis, and COPD/asthma. Dominance analysis showed health insurance was the most important factor for respondents <65 and depression was the most important factor for respondents ≥65. CONCLUSIONS In addition to traditional risk factors of CRN, compliance with annual recommendations for diabetes and healthy lifestyle were associated with lower CRN. Policies and social supports that address these contextual factors may help improve CRN.
Collapse
Affiliation(s)
- Hyojung Kang
- Department of Systems and Information Engineering, School of Engineering, University of Virginia, Charlottesville, VA, United States.
| | - Jennifer Mason Lobo
- Department of Public Health Sciences, School of Medicine, University of Virginia, Charlottesville, VA, United States.
| | - Soyoun Kim
- Department of Public Health Sciences, School of Medicine, University of Virginia, Charlottesville, VA, United States.
| | - Min-Woong Sohn
- Department of Public Health Sciences, School of Medicine, University of Virginia, Charlottesville, VA, United States.
| |
Collapse
|
15
|
Baum HBA. Clinical Excellence in Endocrinology. J Clin Endocrinol Metab 2018; 103:4990777. [PMID: 29733361 DOI: 10.1210/jc.2018-00916] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Accepted: 04/25/2018] [Indexed: 11/19/2022]
Abstract
CONTEXT Clinical endocrinology is a field driven largely by numerical parameters. To achieve outstanding patient care, however, the clinical endocrinologist must employ a range of skills which can collectively be called "clinical excellence." While there is extensive published guidance regarding appropriate medical management and outcomes for endocrine patients, there has been no consensus definition of excellence in the field, nor any recommendation as to how excellence can be achieved. EVIDENCE ACQUISITION Literature review, review of websites of professional societies, clinical organizations, and government agencies. EVIDENCE SYNTHESIS AND RECOMMENDATIONS After review of endocrine clinical outcomes guidelines and published descriptions of clinical excellence generally, key aspects of clinical excellence in endocrinology were derived: the ability to work in teams, communication and interpersonal skills, skillful negotiation of the health care system, and a strong knowledge base and scholarly approach. Examples of how these skills drive superior outcomes for patients are discussed. CONCLUSIONS Clinical excellence in endocrinology is necessary to optimize care for endocrine patients. A definition of clinical excellence should be adopted by professional societies and medical institutions and its importance in patient care recognized and emphasized. Efforts should be undertaken in the context of endocrine fellowship training and faculty development to foster the skills inherent in clinical excellence.
Collapse
Affiliation(s)
- Howard B A Baum
- Division of Diabetes, Endocrinology and Metabolism, Vanderbilt University Medical Center, Nashville TN
| |
Collapse
|
16
|
Iyengar RN, LeFrancois AL, Henderson RR, Rabbitt RM. Medication Nonadherence Among Medicare Beneficiaries with Comorbid Chronic Conditions: Influence of Pharmacy Dispensing Channel. J Manag Care Spec Pharm 2017; 22:550-60. [PMID: 27123916 PMCID: PMC10397714 DOI: 10.18553/jmcp.2016.22.5.550] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Taking medications as prescribed is imperative for their effectiveness. In populations such as Medicare, where two thirds of Medicare beneficiaries have at least 2 or more chronic conditions requiring treatment with medications and account for more than 90% of Medicare health care spend, examining ways to improve medication adherence in patients with comorbidities is warranted. OBJECTIVE To examine the association of pharmacy dispensing channel (home delivery or retail pharmacy) with medication adherence for Medicare patients taking medications with comorbid conditions of diabetes, hypertension, and high blood cholesterol (3 of the top 5 most prevalent conditions), while controlling for various confounders. METHODS A retrospective analysis was conducted using de-identified pharmacy claims data from a large national pharmacy benefits manager between October 2010 and December 2012. Continuously eligible Medicare Part D patients (Medicare Advantage Prescription Drug plan and Prescription Drug Plan only) aged 65 years or older who had an antidiabetic, antihypertensive, and antihyperlipidemic prescription claim between October and December 2010 were identified and analyzed over a 2-year period. Multivariate logistic regression was used to evaluate the association between dispensing channel (DC) and medication adherence in calendar year (CY) 2012 controlling for prior adherence behavior (adherence in CY2011), differences in demographics, low-income subsidy status, days supply, disease burden, and drug-use pattern. Patients with a proportion of days covered (PDC) of at least 80% for each of the 3 conditions were considered to be adherent, and patients with PDC less than 80% for each of the 3 conditions were considered to be nonadherent. Patients were assigned to a DC depending on where they filled at least 66.7% of their prescriptions for each of the 3 conditions, and the rest were assigned to a mixed channel group. RESULTS The final analytical sample consisted of 40,632 patients. The adjusted odds of adherence for patients using home delivery were 1.59 (95% CI = 1.40-1.80) higher compared with patients using retail channels to obtain their prescriptions. CONCLUSIONS Medicare Part D patients taking medications for comorbid conditions who used home delivery had a greater likelihood (adjusted) of adherence than patients who filled their antidiabetic, antihypertensive, and antihyperlipidemic prescriptions using retail channels. Managed care stakeholders looking to make informed decisions in a cost-constrained environment to assess, implement, and promote solutions that improve health outcomes should consider the use of home delivery of prescriptions to improve adherence for Medicare Part D patients with comorbid conditions. DISCLOSURES Funding for this study was provided internally by Express Scripts Holding Company. Iyengar, LeFrancois, Henderson, and Rabbitt are employees of Express Scripts. Study concept and design were created by Iyengar and LeFrancois. Iyengar was responsible for acquisition of data, statistical analysis, and interpretation of data. The manuscript was written by Iyengar and LeFrancois and revised by all the authors.
Collapse
Affiliation(s)
- Reethi N Iyengar
- 1 Research and Analytics, Medicare, Express Scripts Holding Company, St. Louis, Missouri
| | - Abbey L LeFrancois
- 2 Clinical Program Management, Government Programs, Medicare, Express Scripts Holding Company, St. Louis, Missouri
| | - Rochelle R Henderson
- 3 Research and Analytics, Medicare, Express Scripts Holding Company, St. Louis, Missouri
| | - Rebecca M Rabbitt
- 4 Government Programs, Medicare, Express Scripts Holding Company, St. Louis, Missouri
| |
Collapse
|
17
|
Choi YJ, Jia H, Gross T, Weinger K, Stone PW, Smaldone AM. The Impact of Medicare Part D on the Proportion of Out-of-Pocket Prescription Drug Costs Among Older Adults With Diabetes. Diabetes Care 2017; 40:502-508. [PMID: 27803119 DOI: 10.2337/dc16-0902] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Accepted: 08/29/2016] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The purpose of this study was to evaluate the impact of Medicare Part D on reducing the financial burden of prescription drugs in older adults with diabetes. RESEARCH DESIGN AND METHODS Using Medical Expenditure Panel Survey data (2000-2011), interrupted time series and difference-in-difference analyses were used to examine out-of-pocket costs for prescription drugs in 4,664 Medicare beneficiaries (≥65 years of age) compared with 2,938 younger, non-Medicare adults (50-60 years) with diabetes and to estimate the causal effects of Medicare Part D. RESULTS Part D enrollment of Medicare beneficiaries with diabetes gradually increased from 45.7% (2006) to 52.4% (2011). Compared with years 2000-2005, out-of-pocket pharmacy costs decreased by 13.5% (SE 2.1) for all Medicare beneficiaries with diabetes following Part D implementation; on average, Part D beneficiaries had 5.3% (0.8) lower costs compared with those without Part D. Compared with a younger group with diabetes, out-of-pocket pharmacy costs decreased by 19.4% (1.7) for Medicare beneficiaries after Part D. Part D beneficiaries with diabetes who experienced the coverage gap decreased from 60.1% (2006) to 40.9% (2011) over this period. CONCLUSIONS These findings demonstrate that although Medicare Part D has been effective in reducing the out-of-pocket cost burden of prescription drugs, approximately two out of five Part D beneficiaries with diabetes experienced the coverage gap in 2011. Future research is needed to examine the impact of Affordable Care Act provisions to close the coverage gap on the cost burden of prescription drugs for Medicare beneficiaries with diabetes.
Collapse
Affiliation(s)
- Yoon Jeong Choi
- Research Institute of Nursing Science, Seoul National University College of Nursing, Seoul, South Korea
| | | | | | - Katie Weinger
- Joslin Diabetes Center, Harvard Medical School, Boston, MA
| | | | | |
Collapse
|
18
|
Morgan SG, Lee A. Cost-related non-adherence to prescribed medicines among older adults: a cross-sectional analysis of a survey in 11 developed countries. BMJ Open 2017; 7:e014287. [PMID: 28143838 PMCID: PMC5293866 DOI: 10.1136/bmjopen-2016-014287] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
OBJECTIVES To assess the effects of costs on access to medicines in 11 developed countries offering different levels of prescription drug coverage for their populations. DESIGN Cross-sectional study of data from the Commonwealth Fund 2014 International Health Policy Survey of Older Adults. SETTING Telephone survey conducted in 11 high-income countries: Australia, Canada, France, Germany, the Netherlands, New Zealand, Norway, Sweden, Switzerland, the UK and the USA. PARTICIPANTS 22 532 adults aged 55 and older and living in the community in studied countries. PRIMARY OUTCOME MEASURE Self-reported cost-related non-adherence (CRNA) in the form of either not filling a prescription or skipping doses within the last 12 months because of out-of-pocket costs. RESULTS Estimated prevalence of CRNA among all older adults varied from <3% in the France, Norway, Sweden, Switzerland and the UK to 16.8% in the USA. Canada had the second highest national prevalence of CRNA (8.3%), followed by Australia (6.8%). Older adults in the USA were approximately six times more likely to report CRNA than older adults in the UK (adjusted OR=6.09; 95% CI 3.60 to 10.20). Older adults in Australia and Canada were also statistically significantly more likely to report CRNA than older adults in the UK. Across most countries, the prevalence of CRNA was higher among lower income residents and lower among residents over age 65. CONCLUSIONS Observed differences in national prevalence of CRNA appear to follow lines of availability of prescription drug coverage and the extent of direct patient charges for prescriptions under available drug plans.
Collapse
Affiliation(s)
- Steven G Morgan
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Augustine Lee
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| |
Collapse
|
19
|
Bhuyan SS, Shiyanbola O, Kedia S, Chandak A, Wang Y, Isehunwa OO, Anunobi N, Ebuenyi I, Deka P, Ahn S, Chang CF. Does Cost-Related Medication Nonadherence among Cardiovascular Disease Patients Vary by Gender? Evidence from a Nationally Representative Sample. Womens Health Issues 2017; 27:108-115. [DOI: 10.1016/j.whi.2016.10.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Revised: 10/07/2016] [Accepted: 10/13/2016] [Indexed: 11/24/2022]
|
20
|
Campbell DJT, Manns BJ, Hemmelgarn BR, Sanmartin C, Edwards A, King-Shier K. Understanding Financial Barriers to Care in Patients With Diabetes. DIABETES EDUCATOR 2016; 43:78-86. [DOI: 10.1177/0145721716679276] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Purpose The purpose of this study was to better understand the impact that financial barriers have on patients with diabetes and the strategies that they use to cope with them. Methods A secondary analysis was conducted of 24 interviews with patients who had either type 1 or type 2 diabetes and perceived financial barriers, which were previously undertaken for a larger grounded theory study. Semistructured interviews were undertaken either face-to-face or by telephone. Data analysis was performed by 3 reviewers using inductive thematic analysis. Sampling for the original study continued until data saturation was achieved. Results The predominant aspects of care to which participants described financial barriers were medications, diabetes supplies, and healthy food. A variety of strategies are used by these patients. Participants described that their health care providers had the potential to either play an important supporting role; or alternatively, that they could also worsen the impacts of financial barriers. Conclusions Patients with diabetes experience financial barriers to various aspects of their care. While they use a variety of strategies to overcome their barriers, their health care providers can play a particularly important role in helping them manage these important barriers that impact their care and outcomes. Providers should ask patients about the existence of financial barriers, and employ strategies to mitigate against their impact.
Collapse
Affiliation(s)
- David J. T. Campbell
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr Sanmartin, Dr King-Shier)
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr Edwards)
- Interdisciplinary Chronic Disease Collaboration, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr King-Shier)
- O’Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Manns, Dr Hemmelgarn, Dr King-Shier)
- Libin Cardiovascular Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Manns, Dr Hemmelgarn, Dr King-Shier)
| | - Braden J. Manns
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr Sanmartin, Dr King-Shier)
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr Edwards)
- Interdisciplinary Chronic Disease Collaboration, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr King-Shier)
- O’Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Manns, Dr Hemmelgarn, Dr King-Shier)
- Libin Cardiovascular Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Manns, Dr Hemmelgarn, Dr King-Shier)
| | - Brenda R. Hemmelgarn
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr Sanmartin, Dr King-Shier)
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr Edwards)
- Interdisciplinary Chronic Disease Collaboration, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr King-Shier)
- O’Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Manns, Dr Hemmelgarn, Dr King-Shier)
- Libin Cardiovascular Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Manns, Dr Hemmelgarn, Dr King-Shier)
| | - Claudia Sanmartin
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr Sanmartin, Dr King-Shier)
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr Edwards)
- Interdisciplinary Chronic Disease Collaboration, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr King-Shier)
- O’Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Manns, Dr Hemmelgarn, Dr King-Shier)
- Libin Cardiovascular Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Manns, Dr Hemmelgarn, Dr King-Shier)
| | - Alun Edwards
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr Sanmartin, Dr King-Shier)
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr Edwards)
- Interdisciplinary Chronic Disease Collaboration, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr King-Shier)
- O’Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Manns, Dr Hemmelgarn, Dr King-Shier)
- Libin Cardiovascular Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Manns, Dr Hemmelgarn, Dr King-Shier)
| | - Kathryn King-Shier
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr Sanmartin, Dr King-Shier)
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr Edwards)
- Interdisciplinary Chronic Disease Collaboration, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Campbell, Dr Manns, Dr Hemmelgarn, Dr King-Shier)
- O’Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Manns, Dr Hemmelgarn, Dr King-Shier)
- Libin Cardiovascular Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta (Dr Manns, Dr Hemmelgarn, Dr King-Shier)
| |
Collapse
|
21
|
Sutton D, Higdon C, Carmon M, Abbott S. Regular Insulin Administered With the V-Go Disposable Insulin Delivery Device in a Clinical Diabetes Setting: A Retrospective Analysis of Efficacy and Cost. Clin Diabetes 2016; 34:201-205. [PMID: 27766012 PMCID: PMC5070587 DOI: 10.2337/cd16-0021] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- David Sutton
- Northeast Florida Endocrine and Diabetes Associates, Jacksonville, FL
| | - Charissa Higdon
- Northeast Florida Endocrine and Diabetes Associates, Jacksonville, FL
| | | | | |
Collapse
|
22
|
Tseng CW, Lin GA, Davis J, Taira DA, Yazdany J, He Q, Chen R, Imamura A, Dudley RA. Giving formulary and drug cost information to providers and impact on medication cost and use: a longitudinal non-randomized study. BMC Health Serv Res 2016; 16:499. [PMID: 27654857 PMCID: PMC5031286 DOI: 10.1186/s12913-016-1752-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2015] [Accepted: 09/14/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Providers wish to help patients with prescription costs but often lack drug cost information. We examined whether giving providers formulary and drug cost information was associated with changes in their diabetes patients' drug costs and use. We conducted a longitudinal non-randomized evaluation of the web-based Prescribing Guide ( www.PrescribingGuide.com ), a free resource available to Hawaii's providers since 2006, which summarizes the formularies and copayments of six health plans for drugs to treat 16 common health conditions. All adult primary care physicians in Hawaii were offered the Prescribing Guide, and providers who enrolled received a link to the website and regular hardcopy updates. METHODS We analyzed prescription claims from a large health plan in Hawaii for 5,883 members with diabetes from 2007 (baseline) to 2009 (follow-up). Patients were linked to 299 "main prescribing" providers, who on average, accounted for >88 % of patients' prescriptions and drug costs. We compared changes in drug costs and use for "study" patients whose main provider enrolled to receive the Prescribing Guide, versus "control" patients whose main provider did not enroll to receive the Prescribing Guide. RESULTS In multivariate analyses controlling for provider specialty and clustering of patients by providers, both patient groups experienced similar increases in number of prescriptions (+3.2 vs. +2.7 increase, p = 0.24), and days supply of medications (+141 vs. +129 increase, p = 0.40) averaged across all drugs. Total and out-of-pocket drug costs also increased for both control and study patients. However, control patients showed higher increases in yearly total drug costs of $208 per patient (+$792 vs. +$584 increase, p = 0.02) and in 30-day supply costs (+$9.40 vs. +$6.08 increase, p = 0.03). Both groups experienced similar changes in yearly out-of-pocket costs (+$41 vs + $31 increase, p = 0.36) and per 30-day supply (-$0.23 vs. -$0.19 decrease, p = 0.996). CONCLUSION Giving formulary and drug cost information to providers was associated with lower increases in total drug costs but not with lower out-of-pocket costs or greater medication use. Insurers and health information technology businesses should continue to increase providers' access to formulary and drug cost information at the point of care.
Collapse
Affiliation(s)
- Chien-Wen Tseng
- Department of Family Medicine and Community Health, University of Hawaii John A. Burns School of Medicine, 677 Ala Moana Blvd, Ste. 815, Honolulu, HI, 96813, USA. .,Pacific Health Research and Education Institute, Honolulu, USA. .,Veteran Affairs Pacific Islands Health Care System, Honolulu, USA.
| | - Grace A Lin
- Division of General Internal Medicine, Department of Medicine, University of California, San Francisco, USA.,Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, USA
| | - James Davis
- Biostatistics and Data Management Core, University of Hawaii John A. Burns School of Medicine, Honolulu, USA
| | - Deborah A Taira
- Daniel K. Inouye College of Pharmacy, University of Hawai'i at Hilo, Hilo, USA
| | - Jinoos Yazdany
- Division of Rheumatology, Department of Medicine, University of California, San Francisco, USA
| | - Qimei He
- Pacific Health Research and Education Institute, Honolulu, USA
| | - Randi Chen
- Pacific Health Research and Education Institute, Honolulu, USA
| | - Allison Imamura
- Library Business Services, University of California, Los Angeles, USA
| | - R Adams Dudley
- Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, USA.,Division of Pulmonary and Critical Care, Department of Medicine, University of California, San Francisco, USA
| |
Collapse
|
23
|
Powell V, Saloner B, Sabik LM. Cost Sharing in Medicaid: Assumptions, Evidence, and Future Directions. Med Care Res Rev 2016; 73:383-409. [PMID: 26602175 PMCID: PMC4879115 DOI: 10.1177/1077558715617381] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2015] [Accepted: 10/23/2015] [Indexed: 12/29/2022]
Abstract
Several states have received waivers to expand Medicaid to poor adults under the Affordable Care Act using more cost sharing than the program traditionally allows. We synthesize literature on the effects of cost sharing, focusing on studies of low-income U.S. populations from 1995 to 2014. Literature suggests that cost sharing has a deterrent effect on initiation of treatments, and can reduce utilization of ongoing treatments. Furthermore, cost sharing may be difficult for low-income populations to understand, patients often lack sufficient information to choose medical treatment, and cost sharing may be difficult to balance within the budgets of poor adults. Gaps in the literature include evidence of long-term effects of cost sharing on health and financial well-being, evidence related to effectiveness of cost sharing combined with patient education, and evidence related to targeted programs that use financial incentives for wellness. Literature underscores the need for evaluation of the effects of cost sharing on health status and spending, particularly among the poorest adults.
Collapse
Affiliation(s)
- Victoria Powell
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Brendan Saloner
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | |
Collapse
|
24
|
Zhang JX, Meltzer DO. The High Cost-related Medication Non-adherence Rate Among Medicare-Medicaid Dual-Eligible Diabetes Patients. JOURNAL OF HEALTH & MEDICAL ECONOMICS 2016; 2:13. [PMID: 28795170 PMCID: PMC5546751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
CONTEXT Access barriers to effective medication treatment have been a persistent issue for millions of older Americans despite the establishment of Medicare Part D. OBJECTIVE We aimed to assess the prevalence rate of cost-related medication non-adherence (CRN) and the patterns of CRN behaviors in Medicare-Medicaid dual eligibles with diabetes. DESIGN SETTING PATIENTS INTERVENTIONS AND MAIN OUTCOME MEASURES We used data from the 2011 Medicare Current Beneficiary Survey, a nationally representative sample of Medicare beneficiaries. Multivariate logistic regression analysis was performed to assess CRN rate, controlling for demographics and types of Medicare Part D plans. RESULTS The CRN rate in dual-eligible diabetes patients was 21%, compared to 16% in non-dual-eligible diabetes patients (p<0.01). In 2011, the standardized prevalence rate of CRN in dual-eligible diabetes patients was 21%, of those with CRN 29% reported three or more types of CRN behaviors. CONCLUSION Contrary to the common belief that dual eligibles have better insurance coverage for medication due to the assistance from Medicaid to pay some of the out-of-pocket payments, the CRN rate among dual eligibles is high and patients often report multiple types of CRN behaviors. This demonstrates that cost is a significant access barrier for dual-eligible diabetes patients. More research is needed to improve the insurance benefit design and expand insurance coverage for this high-need, high-cost subpopulation.
Collapse
Affiliation(s)
- James X Zhang
- Section of Hospital Medicine, Department of Medicine (J.X.Z., D.O.M.); Department of Economics (D.O.M.); and the Harris School of Public Policy (D.O.M.); The University of Chicago
| | - David O Meltzer
- Section of Hospital Medicine, Department of Medicine (J.X.Z., D.O.M.); Department of Economics (D.O.M.); and the Harris School of Public Policy (D.O.M.); The University of Chicago
| |
Collapse
|
25
|
Erejuwa OO, Nwobodo NN, Akpan JL, Okorie UA, Ezeonu CT, Ezeokpo BC, Nwadike KI, Erhiano E, Abdul Wahab MS, Sulaiman SA. Nigerian Honey Ameliorates Hyperglycemia and Dyslipidemia in Alloxan-Induced Diabetic Rats. Nutrients 2016; 8:95. [PMID: 26927161 PMCID: PMC4808836 DOI: 10.3390/nu8030095] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Revised: 12/14/2015] [Accepted: 12/31/2015] [Indexed: 02/08/2023] Open
Abstract
Diabetic dyslipidemia contributes to an increased risk of cardiovascular disease. Hence, its treatment is necessary to reduce cardiovascular events. Honey reduces hyperglycemia and dyslipidemia. The reproducibility of these beneficial effects and their generalization to honey samples of other geographical parts of the world remain controversial. Currently, data are limited and findings are inconclusive especially with evidence showing honey increased glycosylated hemoglobin in diabetic patients. It was hypothesized that this deteriorating effect might be due to administered high doses. This study investigated if Nigerian honey could ameliorate hyperglycemia and hyperlipidemia. It also evaluated if high doses of honey could worsen glucose and lipid abnormalities. Honey (1.0, 2.0 or 3.0 g/kg) was administered to diabetic rats for three weeks. Honey (1.0 or 2.0 g/kg) significantly (p < 0.05) increased high density lipoprotein (HDL) cholesterol while it significantly (p < 0.05) reduced hyperglycemia, triglycerides (TGs), very low density lipoprotein (VLDL) cholesterol, non-HDL cholesterol, coronary risk index (CRI) and cardiovascular risk index (CVRI). In contrast, honey (3.0 g/kg) significantly (p < 0.05) reduced TGs and VLDL cholesterol. This study confirms the reproducibility of glucose lowering and hypolipidemic effects of honey using Nigerian honey. However, none of the doses deteriorated hyperglycemia and dyslipidemia.
Collapse
Affiliation(s)
- Omotayo O Erejuwa
- Department of Pharmacology and Therapeutics, Faculty of Medicine, Ebonyi State University, Abakaliki 480214, Ebonyi State, Nigeria.
| | - Ndubuisi N Nwobodo
- Department of Pharmacology and Therapeutics, Faculty of Medicine, Ebonyi State University, Abakaliki 480214, Ebonyi State, Nigeria.
| | - Joseph L Akpan
- Department of Pharmacology and Therapeutics, Faculty of Medicine, Ebonyi State University, Abakaliki 480214, Ebonyi State, Nigeria.
| | - Ugochi A Okorie
- Department of Pharmacology and Therapeutics, Faculty of Medicine, Ebonyi State University, Abakaliki 480214, Ebonyi State, Nigeria.
| | - Chinonyelum T Ezeonu
- Department of Pediatrics, Faculty of Medicine, Ebonyi State University, Abakaliki 480214, Ebonyi State, Nigeria.
| | - Basil C Ezeokpo
- Department of Internal Medicine, Faculty of Medicine, Ebonyi State University, Abakaliki 480214, Ebonyi State, Nigeria.
| | - Kenneth I Nwadike
- Department of Pharmacology and Therapeutics, College of Medicine, University of Nigeria, Enugu 400211, Enugu State, Nigeria.
| | - Erhirhie Erhiano
- Department of Physiology, College of Health Sciences, Usmanu Danfodiyo University, Sokoto 840212, Sokoto State, Nigeria.
| | - Mohd S Abdul Wahab
- Department of Pharmacology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Kelantan, Malaysia.
| | - Siti A Sulaiman
- Department of Pharmacology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Kelantan, Malaysia.
| |
Collapse
|
26
|
Aziz H, Hatah E, Makmor Bakry M, Islahudin F. How payment scheme affects patients' adherence to medications? A systematic review. Patient Prefer Adherence 2016; 10:837-50. [PMID: 27313448 PMCID: PMC4874730 DOI: 10.2147/ppa.s103057] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND A previous systematic review reported that increase in patients' medication cost-sharing reduced patients' adherence to medication. However, a study among patients with medication subsidies who received medication at no cost found that medication nonadherence was also high. To our knowledge, no study has evaluated the influence of different medication payment schemes on patients' medication adherence. OBJECTIVE This study aims to review research reporting the influence of payment schemes and their association with patients' medication adherence behavior. METHODS This study was conducted using systematic review of published articles. Relevant published articles were located through three electronic databases Medline, ProQuest Medical Library, and ScienceDirect since inception to February 2015. Included articles were then reviewed and summarized narratively. RESULTS Of the total of 2,683 articles located, 21 were included in the final analysis. There were four types of medication payment schemes reported in the included studies: 1) out-of-pocket expenditure or copayments; 2) drug coverage or insurance benefit; 3) prescription cap; and 4) medication subsidies. Our review found that patients with "lower self-paying constraint" were more likely to adhere to their medication (adherence rate ranged between 28.5% and 94.3%). Surprisingly, the adherence rate among patients who received medication as fully subsidized was similar (rate between 34% and 84.6%) as that of other payment schemes. The studies that evaluated patients with fully subsidized payment scheme found that the medication adherence was poor among patients with nonsevere illness. CONCLUSION Although medication adherence was improved with the reduction of cost-sharing such as lower copayment, higher drug coverage, and prescription cap, patients with full-medication subsidies payment scheme (received medication at no cost) were also found to have poor adherence to their medication. Future studies comparing factors that may influence patients' adherence to medication among patients who received medication subsidies should be done to develop strategies to overcome medication nonadherence.
Collapse
Affiliation(s)
- Hamiza Aziz
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur, Malaysia
- Pharmacy Division, Ministry of Health, Jalan Universiti, Petaling Jaya, Malaysia
| | - Ernieda Hatah
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur, Malaysia
- Correspondence: Ernieda Hatah, Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, 50300 Kuala Lumpur, Malaysia, Email
| | - Mohd Makmor Bakry
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur, Malaysia
| | - Farida Islahudin
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur, Malaysia
| |
Collapse
|
27
|
Linetzky B, Curtis B, Frechtel G, Montenegro R, Escalante Pulido M, Stempa O, de Lana JM, Gagliardino JJ. Challenges associated with insulin therapy progression among patients with type 2 diabetes: Latin American MOSAIc study baseline data. Diabetol Metab Syndr 2016; 8:41. [PMID: 27453733 PMCID: PMC4957288 DOI: 10.1186/s13098-016-0157-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Accepted: 07/10/2016] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Poor glycemic control in patients with type 2 diabetes is commonly recorded worldwide; Latin America (LA) is not an exception. Barriers to intensifying insulin therapy and which barriers are most likely to negatively impact outcomes are not completely known. The objective was to identify barriers to insulin progression in individuals with type 2 diabetes mellitus (T2DM) in LA countries (Mexico, Brazil, and Argentina). METHODS MOSAIc is a multinational, non-interventional, prospective, observational study aiming to identify the patient-, physician-, and healthcare-based factors affecting insulin intensification. Eligible patients were ≥18 years, had T2DM, and were treated with insulin for ≥3 months with/without oral antidiabetic drugs (OADs). Demographic, clinical, and psychosocial data were collected at baseline and regular intervals during the 24-month follow-up period. This paper however, focuses on baseline data analysis. The association between glycated hemoglobin (HbA1c) and selected covariates was assessed. RESULTS A trend toward a higher level of HbA1c was observed in the LA versus non-LA population (8.40 ± 2.79 versus 8.18 ± 2.28; p ≤ 0.069). Significant differences were observed in clinical parameters, treatment patterns, and patient-reported outcomes in LA compared with the rest of the cohorts and between Mexico, Brazil, and Argentina. Higher number of insulin injections and lower number of OADs were used, whereas a lower level of knowledge and a higher level of diabetes-related distress were reported in LA. Covariates associated with HbA1c levels included age (-0.0129; p < 0.0001), number of OADs (0.0835; p = 0.0264), higher education level (-0.2261; p = 0.0101), healthy diet (-0.0555; p = 0.0083), self-monitoring blood glucose (-0.0512; p = 0.0033), hurried communication style in the process of care (0.1295; p = 0.0208), number of insulin injections (0.1616; p = 0.0088), adherence (-0.1939; p ≤ 0.0104), and not filling insulin prescription due to associated cost (0.2651; p = 0.0198). CONCLUSION MOSAIc baseline data showed that insulin intensification in LA is not optimal and identified several conditions that significantly affect attaining appropriate HbA1c values. Tailored public health strategies, including education, should be developed to overcome such barriers. Trial Registration NCT01400971.
Collapse
Affiliation(s)
- Bruno Linetzky
- />Eli Lilly and Company, Tronador 4890, Piso 12, CABA, C1430DNN Buenos Aires, Argentina
| | - Brad Curtis
- />Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN 46285 USA
| | - Gustavo Frechtel
- />Servicio de Nutrición y Diabetes, Hospital Sirio Libanes, Campana 4658, C1419HN Buenos Aires, Argentina
| | - Renan Montenegro
- />School of Medicine of the Federal University of Ceará, Rua Capitao Francisco Pedro, 1290 Fortaleza, Ceara, 60430-370 Brazil
| | - Miguel Escalante Pulido
- />Hospital de Especialidades del Centro Médico de Occidente IMSS, Belisario Domínguez 1000, piso 2., Col. Independencia Guadalajara, Jalisco, Mexico
| | - Oded Stempa
- />Eli Lilly and Company, Barranca del Muerto 329-1, Col. San José Insurgentes, Delegación Benito Juárez, Mexico, 03900 Distrito Federal Mexico
| | | | - Juan José Gagliardino
- />CENEXA, Centro de Endocrinología Experimental y Aplicada (UNLP-CONICET La Plata), Calle 60 y 120, La Plata, Argentina
| |
Collapse
|
28
|
Musich S, Cheng Y, Wang SS, Hommer CE, Hawkins K, Yeh CS. Pharmaceutical Cost-Saving Strategies and their Association with Medication Adherence in a Medicare Supplement Population. J Gen Intern Med 2015; 30:1208-14. [PMID: 25666213 PMCID: PMC4510208 DOI: 10.1007/s11606-015-3196-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Revised: 12/01/2014] [Accepted: 01/12/2015] [Indexed: 12/25/2022]
Abstract
BACKGROUND On average, Medicare Supplement insureds take about seven unique prescription medications each year, resulting in substantial out-of-pocket drug copayments, in addition to Medicare Supplement and Part D premiums. To help alleviate this financial burden, many individuals resort to cost-saving strategies that are not trackable by Part D insurance plans, likely resulting in an underestimation of medication adherence rates. OBJECTIVE We aimed to estimate utilization rates of cost-saving strategies, measure member characteristics associated with these strategies and estimate if these strategies are associated with medication adherence. DESIGN This was a cross-sectional analysis of a 2012-2013 survey of AARP® Medicare Supplement plan insureds with Part D pharmaceutical coverage. PARTICIPANTS The study included 5,784 community-dwelling survey respondents ≥ 65 years of age, living in ten states and with self-reported use of prescription medications. MAIN MEASURES Self-reported use of cost-saving strategies included: obtaining free samples from physicians, splitting pills so medications lasted longer, purchasing medications from other countries and/or over the internet, or purchasing medications through the Veterans Administration. Propensity weighted multivariate regressions were utilized to determine characteristics associated with the use of such strategies and the association with medication adherence as measured from Medicare Part D claims. KEY RESULTS Among those taking medications, 39.6% used cost-saving strategies. Those using these strategies were significantly (p < 0.05) more likely to be male, non-minority, have more comorbid conditions, have more disabilities and use more medications. Few variables were significantly related to pharmaceutical nonadherence, but those who were nonadherent were significantly more likely to use more medications, split pills, obtain free samples from their physicians and be male. CONCLUSION Cost-saving strategies are used extensively as a means to augment Medicare Part D coverage. These strategies are associated with measured medication nonadherence and likely result in underreporting of medication adherence rates. Pharmacy management programs should consider these additional medication sources in assisting plan members to problem solve cost-related medication management issues.
Collapse
Affiliation(s)
- Shirley Musich
- Advanced Analytics, Optum, 315 E. Eisenhower Parkway, Suite 305, Ann Arbor, MI, 48108, USA,
| | | | | | | | | | | |
Collapse
|
29
|
Chwastiak LA, Freudenreich O, Tek C, McKibbin C, Han J, McCarron R, Wisse B. Clinical management of comorbid diabetes and psychotic disorders. Lancet Psychiatry 2015; 2:465-476. [PMID: 26360289 DOI: 10.1016/s2215-0366(15)00105-4] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Revised: 03/06/2015] [Accepted: 03/09/2015] [Indexed: 12/17/2022]
Abstract
Individuals with psychotic disorders experience substantial health disparities with respect to diabetes, including increased risk of incident diabetes and of poor diabetes outcomes (eg, diabetes complications and mortality). Low-quality medical care for diabetes is a significant contributor to these poor health outcomes. A thoughtful approach to both diabetes pharmacotherapy and drug management for psychotic disorders is essential, irrespective of whether treatment is given by a psychiatrist, a primary care provider, or an endocrinologist. Exposure to drugs with high metabolic liability should be minimised, and both psychiatric providers and medical providers need to monitor patients to ensure that medical care for diabetes is adequate. Promising models of care management and team approaches to coordination and integration of care highlight the crucial need for communication and cooperation among medical and psychiatric providers to improve outcomes in these patients. Evidence-based programmes that promote weight loss or smoking cessation need to be more accessible for these patients, and should be available in all the settings where they access care.
Collapse
Affiliation(s)
- Lydia A Chwastiak
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle, WA, USA.
| | - Oliver Freudenreich
- Department of Psychiatry, Massachusetts General Hospital, Harvard University School of Medicine, Boston, MA, USA
| | - Cenk Tek
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | | | - Jaesu Han
- Department of Psychiatry, University of California, Davis, Sacramento, CA, USA; Department of Family and Community Medicine, University of California, Davis, Sacramento, CA, USA
| | - Robert McCarron
- Department of Psychiatry, University of California, Davis, Sacramento, CA, USA; Department of Family and Community Medicine, University of California, Davis, Sacramento, CA, USA
| | - Brent Wisse
- Department of Medicine, Division of Endocrinology, University of Washington School of Medicine, Seattle, WA, USA
| |
Collapse
|
30
|
Hsu JC, Ross-Degnan D, Wagner AK, Cheng CL, Yang YHK, Zhang F, Lu CY. Utilization of oral antidiabetic medications in Taiwan following strategies to promote access to medicines for chronic diseases in community pharmacies. J Pharm Policy Pract 2015; 8:15. [PMID: 25949816 PMCID: PMC4422418 DOI: 10.1186/s40545-015-0035-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2014] [Accepted: 04/01/2015] [Indexed: 12/03/2022] Open
Abstract
Objectives Taiwan’s National Health Insurance (NHI) has encouraged physicians to use “chronic medication prescriptions” for patients with stable chronic diseases since 1995. Patients are allowed to refill such prescriptions at community pharmacies for a maximum of three months’ supply of medications without revisiting the doctor. In 2006, NHI initiated strategies targeting the public, doctors, and healthcare facilities to enhance the overall rate of chronic medication prescriptions, aiming to achieve 30% by 2010. We examined prescribing and dispensing of oral antidiabetic drugs from 2001 to 2010, before and after the start of the promotion strategies for chronic medication prescriptions in 2006. Methods Using outpatient care data from the NHI database and the interrupted time series design, we analyzed changes in rate of chronic medication prescriptions, share of prescriptions filled at community pharmacies, and share of reimbursed expenditures accounted by community pharmacies. Results During 2001-2010, the rate of chronic medication prescriptions for diabetes increased steadily by about 3% per year (from 3.5% to 26.2%). Three years after the promotion strategies, there was a non-significant reduction of 8.7% (95% confidence interval [CI]: -17.35%, 0.05%) in the rate of chronic medication prescriptions but increases in prescription refills at community pharmacies and associated reimbursed expenditures: 12.8% (95% C.I.:1.66%, 23.98%) and 15.8% (95% C.I.: -1.35%, 33.02%) respectively. Conclusions While rate of chronic medication prescriptions was not significantly affected by the 2006 promotion strategy, shares of prescriptions refilled at community pharmacies and associated expenditures increased slightly but significantly.
Collapse
Affiliation(s)
- Jason C Hsu
- School of Pharmacy and Institute of Clinical Pharmacy and Pharmaceutical Sciences, National Cheng Kung University, Tainan, Taiwan
| | - Dennis Ross-Degnan
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA USA
| | - Anita K Wagner
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA USA
| | - Ching-Lan Cheng
- School of Pharmacy and Institute of Clinical Pharmacy and Pharmaceutical Sciences, National Cheng Kung University, Tainan, Taiwan
| | - Yea-Huei Kao Yang
- School of Pharmacy and Institute of Clinical Pharmacy and Pharmaceutical Sciences, National Cheng Kung University, Tainan, Taiwan
| | - Fang Zhang
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA USA
| | - Christine Y Lu
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA USA
| |
Collapse
|
31
|
Adams AS, Banerjee S, Ku CJ. Medication adherence and racial differences in diabetes in the USA: an update. ACTA ACUST UNITED AC 2015. [DOI: 10.2217/dmt.14.55] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
32
|
Construct Validity and Factor Structure of Survey-based Assessment of Cost-related Medication Burden. Med Care 2015; 53:199-206. [DOI: 10.1097/mlr.0000000000000286] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
33
|
Zhang JX, Lee JU, Meltzer DO. Risk factors for cost-related medication non-adherence among older patients with diabetes. World J Diabetes 2014; 5:945-950. [PMID: 25512801 PMCID: PMC4265885 DOI: 10.4239/wjd.v5.i6.945] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2014] [Revised: 06/23/2014] [Accepted: 09/10/2014] [Indexed: 02/05/2023] Open
Abstract
AIM: To assess the risk factors for cost-related medication non-adherence (CRN) among older patients with diabetes in the United States.
METHODS: We used data from the 2010 Health and Retirement Study to assess risk factors for CRN including age, drug insurance coverage, nursing home residence, functional limitations, and frequency of hospitalization. CRN was self-reported. We conducted multivariate regression analysis to assess the effect of each risk factor.
RESULTS: Eight hundred and seventy-five (18%) of 4880 diabetes patients reported CRN. Age less than 65 years, lack of drug insurance coverage, and frequent hospitalization significantly increased risk for CRN. Limitation in both activities of daily living and instrumental activities of daily living were also generally associated with increased risk of CRN. Residence in a nursing home and Medicaid coverage significantly reduced risk.
CONCLUSION: These results suggest that expanding prescription coverage to uninsured, sicker, and community-dwelling individuals is likely to produce the largest decreases in CRN.
Collapse
|
34
|
Abstract
BACKGROUND Little is known about how Medicare Part D plan features influence choice of generic versus brand drugs. OBJECTIVES To examine the association between Part D plan features and generic medication use. METHODS Data from a 2009 random sample of 1.6 million fee-for-service, Part D enrollees aged 65 years and above, who were not dually eligible or receiving low-income subsidies, were used to examine the association between plan features (generic cost-sharing, difference in brand and generic copay, prior authorization, step therapy) and choice of generic antidepressants, antidiabetics, and statins. Logistic regression models accounting for plan-level clustering were adjusted for sociodemographic and health status. RESULTS Generic cost-sharing ranged from $0 to $9 for antidepressants and statins, and from $0 to $8 for antidiabetics (across 5th-95th percentiles). Brand-generic cost-sharing differences were smallest for statins (5th-95th percentiles: $16-$37) and largest for antidepressants ($16-$64) across plans. Beneficiaries with higher generic cost-sharing had lower generic use [adjusted odds ratio (OR)=0.97, 95% confidence interval (CI), 0.95-0.98 for antidepressants; OR=0.97, 95% CI, 0.96-0.98 for antidiabetics; OR=0.94, 95% CI, 0.92-0.95 for statins]. Larger brand-generic cost-sharing differences and prior authorization were significantly associated with greater generic use in all categories. Plans could increase generic use by 5-12 percentage points by reducing generic cost-sharing from the 75th ($7) to 25th percentiles ($4-$5), increasing brand-generic cost-sharing differences from the 25th ($25-$26) to 75th ($32-$33) percentiles, and using prior authorization and step therapy. CONCLUSIONS Cost-sharing features and utilization management tools were significantly associated with generic use in 3 commonly used medication categories.
Collapse
Affiliation(s)
- Yan Tang
- Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, PA
| | - Walid F. Gellad
- VA Pittsburgh Healthcare System, Pittsburgh PA; Division of General Medicine and Center for Pharmaceutical Policy and Prescribing, University of Pittsburgh, Pittsburgh PA; RAND Health, Pittsburgh PA
| | - Aiju Men
- Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, PA
| | - Julie M. Donohue
- Department of Health Policy and Management, Graduate School of Public Health, University of Pittsburgh, PA
| |
Collapse
|
35
|
Marzec LN, Maddox TM. Medication adherence in patients with diabetes and dyslipidemia: associated factors and strategies for improvement. Curr Cardiol Rep 2014; 15:418. [PMID: 24057772 DOI: 10.1007/s11886-013-0418-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Dyslipidemia and diabetes mellitus are commonly coincident, and together contribute to the development of atherosclerotic disease. Medication therapy is the mainstay of treatment for dyslipidemia. Optimal medication therapy for dyslipidemia in patients with diabetes reduces cardiovascular events but necessitates patients take multiple medications. As a result, sub-optimal adherence to medication therapy is common. Factors contributing to medication non-adherence in patients taking multiple medications are complex and can be grouped into patient-, social and economic-, medication therapy-, and health provider and health system-related factors. Strategies aimed at improving medication adherence may target the patient, health care providers, or health systems. Recent data suggest medication non-adherence contributes to racial health disparities. In addition, health literacy, cost-related medication non-adherence, and patient beliefs regarding medication therapy have all been recently described as factors affecting medication adherence. Data from within the last year support an important role for regular contact between patients and health care providers to effectively address these factors. Cost-related barriers to medication adherence have recently been addressed through examination of health system approaches to decreasing cost-related non-adherence.
Collapse
Affiliation(s)
- Lucas N Marzec
- VA Eastern Colorado Health Care System, Cardiology Section, 111B, 1055 Clermont Street, Denver, CO, 80220, USA
| | | |
Collapse
|
36
|
Maciejewski ML, Wansink D, Lindquist JH, Parker JC, Farley JF. Value-Based Insurance Design Program In North Carolina Increased Medication Adherence But Was Not Cost Neutral. Health Aff (Millwood) 2014; 33:300-8. [DOI: 10.1377/hlthaff.2013.0260] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Matthew L. Maciejewski
- Matthew L. Maciejewski ( ) is a research career scientist at the Center for Health Services Research in Primary Care, Durham Veterans Affairs Medical Center, and a professor in the Division of General Internal Medicine, Department of Medicine, at Duke University, both in Durham, North Carolina
| | - Daryl Wansink
- Daryl Wansink is director of health economics at Blue Cross Blue Shield of North Carolina, in Durham
| | - Jennifer H. Lindquist
- Jennifer H. Lindquist is a statistician at the Center for Health Services Research in Primary Care, Durham Veterans Affairs Medical Center
| | - John C. Parker
- John C. Parker was an analyst at Blue Cross Blue Shield of North Carolina at the time of this analysis. He is now a lead quantitative scientist in PACE Affairs at GlaxoSmithKline in Research Triangle Park, North Carolina
| | - Joel F. Farley
- Joel F. Farley is an associate professor in the Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill
| |
Collapse
|
37
|
Bakk L, Woodward AT, Dunkle RE. The Medicare Part D coverage gap: implications for non-dually eligible older adults with a mental illness. JOURNAL OF GERONTOLOGICAL SOCIAL WORK 2013; 57:37-51. [PMID: 24377835 DOI: 10.1080/01634372.2013.854857] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
This study examines how the Medicare Part D coverage gap impacts non-dually eligible older adults with a mental illness. Qualitative, semistructured interviews were conducted with 11 case managers from community-based agencies serving persons, age 55 and over, with a mental disorder. Five themes illustrating the central difficulties associated with the Part D gap emerged: medication affordability, beneficiary understanding, administrative barriers, Low-Income Subsidy income and asset guidelines, and medication compliance. Although the Patient Protection and Affordable Care Act gradually reduces cost sharing within the gap, findings suggest that medication access and adherence may continue to be impacted by the benefit's structure.
Collapse
Affiliation(s)
- Louanne Bakk
- a School of Social Work , University at Buffalo, The State University of New York , Buffalo , New York , USA
| | | | | |
Collapse
|
38
|
Retrospective Real-World Adherence in Patients With Type 2 Diabetes Initiating Once-Daily Liraglutide 1.8 mg or Twice-Daily Exenatide 10 μg. Clin Ther 2013; 35:795-807. [DOI: 10.1016/j.clinthera.2013.03.021] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2012] [Revised: 03/04/2013] [Accepted: 03/28/2013] [Indexed: 11/19/2022]
|