1
|
Lum ZK, Tan JY, Wong CSM, Kok ZY, Kwek SC, Tsou KYK, Gallagher PJ, Lee JYC. Reducing economic burden through split-shared care model for people living with uncontrolled type 2 diabetes and polypharmacy: a multi-center randomized controlled trial. BMC Health Serv Res 2024; 24:760. [PMID: 38907254 PMCID: PMC11193226 DOI: 10.1186/s12913-024-11199-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 06/12/2024] [Indexed: 06/23/2024] Open
Abstract
BACKGROUND Interprofessional collaborative care such as a split-shared care model involving family physicians and community pharmacists can reduce the economic burden of diabetes management. This study aimed to evaluate the economic outcome of a split-shared care model between family physicians and community pharmacists within a pharmacy chain in managing people with uncontrolled type 2 diabetes and polypharmacy. METHOD This was a multi-center, parallel arm, open label, randomized controlled trial comparing the direct and indirect economic outcomes of people who received collaborative care involving community pharmacists (intervention) versus those who received usual care without community pharmacist involvement (control). People with uncontrolled type 2 diabetes, defined as HbA1c > 7.0% and taking ≥ 5 chronic medications were included while people with missing baseline economic data (such as consultation costs, medication costs) were excluded. Direct medical costs were extracted from the institution's financial database while indirect costs were calculated from self-reported gross income and productivity loss, using Work Productivity Activity Impairment Global Health questionnaire. Separate generalized linear models with log link function and gamma distribution were used to analyze changes in direct and indirect medical costs. RESULTS A total of 175 patients (intervention = 70, control = 105) completed the trial and were included for analysis. The mean age of the participants was 66.9 (9.2) years, with majority being male and Chinese. The direct medical costs were significantly lower in the intervention than the control group over 6 months (intervention: -US$70.51, control: -US$47.66, p < 0.001). Medication cost was the main driver in both groups. There were no significant changes in productivity loss and indirect costs in both groups. CONCLUSION Implementation of split-shared visits with frontline community partners may reduce economic burden for patient with uncontrolled type 2 diabetes and polypharmacy. TRIAL REGISTRATION Clinicaltrials.gov Reference Number: NCT03531944 (Date of registration: June 6, 2018).
Collapse
Affiliation(s)
- Zheng Kang Lum
- Department of Pharmacy and Pharmaceutical Sciences, Faculty of Science, MD1, Tahir Foundation Building, National University of Singapore, 12 Science Drive #06-03, Singapore, 117549, Singapore
| | - Jia Yeong Tan
- Keat Hong Family Medicine Clinic, Trilink Healthcare Private Limited, 2 Choa Chu Kang Loop, Singapore, #03-02, Singapore
| | - Cynthia Sze Mun Wong
- Bukit Batok Polyclinic, National University Polyclinics, 50 Bukit Batok West Ave 3, Singapore, 659164, Singapore
| | - Zi Yin Kok
- Keat Hong Family Medicine Clinic, Trilink Healthcare Private Limited, 2 Choa Chu Kang Loop, Singapore, #03-02, Singapore
| | - Sing Cheer Kwek
- Bukit Batok Polyclinic, National University Polyclinics, 50 Bukit Batok West Ave 3, Singapore, 659164, Singapore
| | - Keith Yu Kei Tsou
- Bukit Batok Polyclinic, National University Polyclinics, 50 Bukit Batok West Ave 3, Singapore, 659164, Singapore
| | - Paul John Gallagher
- Department of Pharmacy and Pharmaceutical Sciences, Faculty of Science, MD1, Tahir Foundation Building, National University of Singapore, 12 Science Drive #06-03, Singapore, 117549, Singapore.
| | - Joyce Yu-Chia Lee
- Department of Clinical Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, University of California, 101 Theory, Suite 100, Irvine, CA, 92697, USA.
| |
Collapse
|
2
|
Mszar R, Hagan K, Lahan S, Parekh T. Cost and non-cost factors associated with delays in receiving medical care in adults with atherosclerotic cardiovascular disease. J R Coll Physicians Edinb 2024; 54:127-132. [PMID: 38804568 DOI: 10.1177/14782715241256693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2024] Open
Abstract
BACKGROUND The study aims to compare cost and non-cost factors associated with delays in receiving medical care in adults with atherosclerotic cardiovascular disease (ASCVD). METHODS Using 2014-2018 data from the Centers for Disease Control and Prevention (CDC) Behaviour Risk Factor Surveillance System (BRFSS) survey (N = 508,203), multivariate logistic regression models were developed to compute the adjusted odds ratio of reasons for delays in medical care in adults with ASCVD. RESULTS Our study population of 61,227 adults with ASCVD (9.1%) had higher odds of any medical care delay (aOR 1.50, 95% CI 1.43-1.57), delay due to cost (aOR 1.55, 95% CI 1.45-1.65), long clinic wait times (aOR 1.21, 95% CI 1.04-1.39) and lack of transportation (aOR 1.64, 95% CI 1.47-1.84) than those without ASCVD. CONCLUSION Novel public health and health policy approaches are urgently needed to reduce the cost- and non-cost-related barriers that adults with ASCVD encounter when accessing healthcare services.
Collapse
Affiliation(s)
- Reed Mszar
- Department of Chronic Disease Epidemiology, Yale University, New Haven, CT, USA
| | - Kobina Hagan
- Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Shubham Lahan
- Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Tarang Parekh
- Epidemiology Program, College of Health Sciences, University of Delaware, Newark, DE, USA
| |
Collapse
|
3
|
Park YMM, Baek JH, Lee HS, Elfassy T, Brown CC, Schootman M, Narcisse MR, Ko SH, McElfish PA, Thomsen MR, Amick BC, Lee SS, Han K. Income variability and incident cardiovascular disease in diabetes: a population-based cohort study. Eur Heart J 2024; 45:1920-1933. [PMID: 38666368 DOI: 10.1093/eurheartj/ehae132] [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: 07/11/2023] [Revised: 01/07/2024] [Accepted: 02/19/2024] [Indexed: 06/02/2024] Open
Abstract
BACKGROUND AND AIMS Longitudinal change in income is crucial in explaining cardiovascular health inequalities. However, there is limited evidence for cardiovascular disease (CVD) risk associated with income dynamics over time among individuals with type 2 diabetes (T2D). METHODS Using a nationally representative sample from the Korean National Health Insurance Service database, 1 528 108 adults aged 30-64 with T2D and no history of CVD were included from 2009 to 2012 (mean follow-up of 7.3 years). Using monthly health insurance premium information, income levels were assessed annually for the baseline year and the four preceding years. Income variability was defined as the intraindividual standard deviation of the percent change in income over 5 years. The primary outcome was a composite event of incident fatal and nonfatal CVD (myocardial infarction, heart failure, and stroke) using insurance claims. Hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated after adjusting for potential confounders. RESULTS High-income variability was associated with increased CVD risk (HRhighest vs. lowest quartile 1.25, 95% CI 1.22-1.27; Ptrend < .001). Individuals who experienced an income decline (4 years ago vs. baseline) had increased CVD risk, which was particularly notable when the income decreased to the lowest level (i.e. Medical Aid beneficiaries), regardless of their initial income status. Sustained low income (i.e. lowest income quartile) over 5 years was associated with increased CVD risk (HRn = 5 years vs. n = 0 years 1.38, 95% CI 1.35-1.41; Ptrend < .0001), whereas sustained high income (i.e. highest income quartile) was associated with decreased CVD risk (HRn = 5 years vs. n = 0 years 0.71, 95% CI 0.70-0.72; Ptrend < .0001). Sensitivity analyses, exploring potential mediators, such as lifestyle-related factors and obesity, supported the main results. CONCLUSIONS Higher income variability, income declines, and sustained low income were associated with increased CVD risk. Our findings highlight the need to better understand the mechanisms by which income dynamics impact CVD risk among individuals with T2D.
Collapse
Affiliation(s)
- Yong-Moon Mark Park
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Jong-Ha Baek
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Department of Internal Medicine, Gyeongsang National University Changwon Hospital, Gyeongsang National University College of Medicine, Changwon, South Korea
| | - Hong Seok Lee
- Department of Medicine, University of Arizona, Tucson, AZ, USA
| | - Tali Elfassy
- Katz Family Division of Nephrology and Hypertension, Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Clare C Brown
- Department of Health Policy and Management, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Mario Schootman
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences Northwest, Springdale, AR, USA
| | - Marie-Rachelle Narcisse
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences Northwest, Springdale, AR, USA
- Department of Psychiatry and Human Behavior, Warren Alpert School of Medicine, Brown University, Providence, RI, USA
| | - Seung-Hyun Ko
- Division of Endocrinology and Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Pearl A McElfish
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences Northwest, Springdale, AR, USA
| | - Michael R Thomsen
- Department of Health Policy and Management, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Benjamin C Amick
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Seong-Su Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul 06591, South Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, 369 Sangdo-ro, Dongjak-gu, Seoul 06978, South Korea
| |
Collapse
|
4
|
Steen Carlsson K, Nilsson K, Wolden ML, Faurby M. Economic burden of atherosclerotic cardiovascular disease: a matched case-control study in more than 450,000 Swedish individuals. BMC Cardiovasc Disord 2023; 23:483. [PMID: 37773098 PMCID: PMC10540350 DOI: 10.1186/s12872-023-03518-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 09/19/2023] [Indexed: 09/30/2023] Open
Abstract
AIM To examine direct and indirect costs, early retirement, cardiovascular events and mortality over 5 years in people with atherosclerotic cardiovascular disease (ASCVD) and matched controls in Sweden. METHODS Individuals aged ≥ 16 years living in Sweden on 01 January 2012 were identified in an existing database. Individuals with ASCVD were propensity score matched to controls without ASCVD by age, sex and educational status. We compared direct healthcare costs (inpatient, outpatient and drug costs), indirect costs (resulting from work absence) and the risk of stroke, myocardial infarction (MI) and early retirement. RESULTS After matching, there were 231,417 individuals in each cohort. Total mean per-person annual costs were over 2.5 times higher in the ASCVD group versus the controls (€6923 vs €2699). Indirect costs contributed to 60% and 67% of annual costs in the ASCVD and control groups, respectively. Inpatient costs accounted for ≥ 70% of direct healthcare costs. Cumulative total costs over the 5-year period were €32,011 in the ASCVD group and €12,931 in the controls. People with ASCVD were 3 times more likely to enter early retirement than controls (hazard ratio [HR] 3.02 [95% CI 2.76-3.31]) and approximately 2 times more likely to experience stroke (HR 1.83 [1.77-1.89]) or MI (HR 2.27 [2.20-2.34]). CONCLUSION ASCVD is associated with both economic and clinical impacts. People with ASCVD incurred considerably higher costs than matched controls, with indirect costs resulting from work absence and inpatient admissions being major cost drivers, and were also more likely to experience additional ASCVD events.
Collapse
Affiliation(s)
- Katarina Steen Carlsson
- The Swedish Institute for Health Economics (IHE), Lund, Sweden.
- Department of Clinical Sciences, Malmö, Lund University, Lund, Sweden.
| | | | | | | |
Collapse
|
5
|
Patel MR, Anthony Tolentino D, Smith A, Heisler M. Economic burden, financial stress, and cost-related coping among people with uncontrolled diabetes in the U.S. Prev Med Rep 2023; 34:102246. [PMID: 37252071 PMCID: PMC10209691 DOI: 10.1016/j.pmedr.2023.102246] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 01/02/2023] [Accepted: 05/11/2023] [Indexed: 05/31/2023] Open
Abstract
Granular information on material deprivation including financial and economic well-being among people with diabetes can better inform policy, practice and interventions to support diabetes management. The purpose of this study was to describe in-depth the state of economic burden, financial stress, and coping among people with high A1c. Data came from the 2019-2021 baseline assessment in an ongoing U.S. trial that addresses social determinants of health among people with diabetes and high A1c who report at least one financial burden or cost-related non-adherence (CRN) (n = 600). Mean age of participants was 53 years. Planning behaviors were the most common financial well-being behavior, while savings was least frequently endorsed. Nearly a quarter of participants report spending more than $300 per month out-of-pocket to manage all of their health conditions. Participants reported spending the most out-of-pocket on medications (52%), special foods (40%), doctor's visits (27%), and blood glucose supplies (22%). Along with health insurance, these were also the most cited as sources of financial stress and where assistance. Seventy-two percent reported high levels of financial stress. Maladaptive coping was evident through CRN, and less than half engaged in adaptive coping such as talking to a doctor about cost or using a resource to address their needs. Economic burden, financial stress, and cost-related coping are highly relevant constructs among people with diabetes and high A1cs. More evidence-generation is needed for diabetes self-management programs to address sources of financial stress, facilitate behaviors to enhance financial well-being, and address unmet social needs to alleviate economic burdens.
Collapse
Affiliation(s)
- Minal R. Patel
- Department of Health Behavior & Health Education, University of Michigan School of Public Health, United States
| | | | - Alyssa Smith
- Department of Health Behavior & Health Education, University of Michigan School of Public Health, United States
| | - Michele Heisler
- Department of Health Behavior & Health Education, University of Michigan School of Public Health, United States
- Department of Internal Medicine, Michigan Medicine, United States
- U.S. Department of Veterans Affairs VA Ann Arbor Healthcare System, United States
| |
Collapse
|
6
|
Abdullayev K, Chico TJ, Manktelow M, Buckley O, Condell J, Van Arkel RJ, Diaz V, Matcham F. Stakeholder-led understanding of the implementation of digital technologies within heart disease diagnosis: a qualitative study protocol. BMJ Open 2023; 13:e072952. [PMID: 37369399 PMCID: PMC10410804 DOI: 10.1136/bmjopen-2023-072952] [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: 02/20/2023] [Accepted: 06/03/2023] [Indexed: 06/29/2023] Open
Abstract
INTRODUCTION Cardiovascular diseases are highly prevalent among the UK population, and the quality of care is being reduced due to accessibility and resource issues. Increased implementation of digital technologies into the cardiovascular care pathway has enormous potential to lighten the load on the National Health Service (NHS), however, it is not possible to adopt this shift without embedding the perspectives of service users and clinicians. METHODS AND ANALYSIS A series of qualitative studies will be carried out with the aim of developing a stakeholder-led perspective on the implementation of digital technologies to improve holistic diagnosis of heart disease. This will be a decentralised study with all data collection being carried out online with a nationwide cohort. Four focus groups, each with 5-6 participants, will be carried out with people with lived experience of heart disease, and 10 one-to-one interviews will be carried out with clinicians with experience of diagnosing heart diseases. The data will be analysed using an inductive thematic analysis approach. ETHICS AND DISSEMINATION This study received ethical approval from the Sciences and Technology Cross Research Council at the University of Sussex (reference ER/FM409/1). Participants will be required to provide informed consent via a Qualtrics survey before being accepted into the online interview or focus group. The findings will be disseminated through conference presentations, peer-reviewed publications and to the study participants.
Collapse
Affiliation(s)
| | - Timothy Ja Chico
- Department of Infection, Immunity and Cardiovascular Disease, The Medical School, The University of Sheffield, Sheffield, UK
| | - Matthew Manktelow
- School of Computing, Engineering and Intelligent Systems, University of Ulster at Magee, Londonderry, UK
| | - Oliver Buckley
- School of Computing Sciences, University of East Anglia, Norwich, UK
| | - Joan Condell
- School of Computing, Engineering and Intelligent Systems, University of Ulster at Magee, Londonderry, UK
| | | | - Vanessa Diaz
- Department of Mechanical Engineering, University College London, London, UK
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London, UK
| | - Faith Matcham
- School of Psychology, University of Sussex, Brighton, UK
| |
Collapse
|
7
|
Cwalina TB, Jella TK, Tripathi R, Carroll BT. Financial stress among skin cancer patients: a cross-sectional review of the 2013-2018 National Health Interview Survey. Arch Dermatol Res 2023; 315:1003-1010. [PMID: 35192005 PMCID: PMC8861625 DOI: 10.1007/s00403-022-02330-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 01/20/2022] [Accepted: 02/07/2022] [Indexed: 11/12/2022]
Abstract
Financial stress among skin cancer patients may limit treatment efficacy by forcing the postponement of care or decreasing adherence to dermatologist recommendations. Limited information is available quantifying the anxiety experienced by skin cancer patients from both healthcare and non-healthcare factors. Therefore, the present study sought to perform a retrospective cross-sectional review of the 2013-2018 cycles of the National Health Interview Survey (NHIS) to determine the prevalence, at-risk groups, and predictive factors of skin cancer patient financial stress. Survey responses estimated that 11.45% (95% Cl 10.02-12.88%) of skin cancer patients experience problems paying medical bills, 20.34% (95% Cl 18.97-21.71%) of patients worry about the medical costs, 13.73% (95% Cl 12.55-14.91%) of patients worry about housing costs, and 37.48% (95% Cl 35.83-39.14%) of patients worry about money for retirement. Focusing on at-risk groups, black patients, uninsured patients, and patients with low incomes (< 200% poverty level) consistently experienced high rates of financial stress for each of the four measures. Multivariable logistic regression revealed low education, lack of insurance, and low income to be predictive of financial stress. These findings suggest that a considerable proportion of skin cancer patients experience financial stress related to both healthcare and non-healthcare factors. Where possible, the additional intricacy of treating patients at risk of high financial stress may be considered to optimize patient experience and outcomes.
Collapse
Affiliation(s)
- Thomas B Cwalina
- Case Western Reserve University School of Medicine, Cleveland, OH, USA.
- Department of Dermatology, University Hospitals Case Medical Center, 11100 Euclid Ave, Cleveland, OH, 44106, USA.
| | - Tarun K Jella
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Department of Dermatology, University Hospitals Case Medical Center, 11100 Euclid Ave, Cleveland, OH, 44106, USA
| | - Raghav Tripathi
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Department of Dermatology, University Hospitals Case Medical Center, 11100 Euclid Ave, Cleveland, OH, 44106, USA
- The University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Bryan T Carroll
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
- Department of Dermatology, University Hospitals Case Medical Center, 11100 Euclid Ave, Cleveland, OH, 44106, USA
| |
Collapse
|
8
|
Dreyer RP, Arakaki A, Raparelli V, Murphy TE, Tsang SW, D’Onofrio G, Wood M, Wright CX, Pilote L. Young Women With Acute Myocardial Infarction: Risk Prediction Model for 1-Year Hospital Readmission. CJC Open 2023; 5:335-344. [PMID: 37377522 PMCID: PMC10290947 DOI: 10.1016/j.cjco.2022.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Accepted: 12/13/2022] [Indexed: 12/23/2022] Open
Abstract
Background Although young women ( aged ≤ 55 years) are at higher risk than similarly aged men for hospital readmission within 1 year after an acute myocardial infarction (AMI), no risk prediction models have been developed for them. The present study developed and internally validated a risk prediction model of 1-year post-AMI hospital readmission among young women that considered demographic, clinical, and gender-related variables. Methods We used data from the US Variation in Recovery: Role of Gender on Outcomes of Young AMI Patients (VIRGO) study (n = 2007 women), a prospective observational study of young patients hospitalized with AMI. Bayesian model averaging was used for model selection and bootstrapping for internal validation. Model calibration and discrimination were respectively assessed with calibration plots and area under the curve. Results Within 1-year post-AMI, 684 women (34.1%) were readmitted to the hospital at least once. The final model predictors included: any in-hospital complication, baseline perceived physical health, obstructive coronary artery disease, diabetes, history of congestive heart failure, low income ( < $30,000 US), depressive symptoms, length of hospital stay, and race (White vs Black). Of the 9 retained predictors, 3 were gender-related. The model was well calibrated and exhibited modest discrimination (area under the curve = 0.66). Conclusions Our female-specific risk model was developed and internally validated in a cohort of young female patients hospitalized with AMI and can be used to predict risk of readmission. Whereas clinical factors were the strongest predictors, the model included several gender-related variables (ie, perceived physical health, depression, income level). However, discrimination was modest, indicating that other unmeasured factors contribute to variability in hospital readmission risk among younger women.
Collapse
Affiliation(s)
- Rachel P. Dreyer
- Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, USA
- Department of Biostatistics, Health Informatics, Yale School of Public Health, New Haven, Connecticut, USA
| | - Andrew Arakaki
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut, USA
| | - Valeria Raparelli
- Department of Translational Medicine, University of Ferrara, Ferrara, Italy
- Department of Nursing, University of Alberta, Edmonton, Alberta, Canada
- University Centre for Studies on Gender Medicine, University of Ferrara, Ferrara, Italy
| | - Terrence E. Murphy
- Program on Aging, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Sui W. Tsang
- Program on Aging, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Gail D’Onofrio
- Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Malissa Wood
- Massachusetts General Hospital Heart Centre, Boston, Massachusetts, USA
- Harvard School of Medicine, Boston, Massachusetts, USA
| | - Catherine X. Wright
- Department of Cardiovascular Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Louise Pilote
- Centre for Outcomes Research and Evaluation, McGill University Health Centre Research Institute, Montreal, Quebec, Canada
- Division of Clinical Epidemiology McGill University Health Centre Research Institute, Montreal, Quebec, Canada
- Division of General Internal Medicine, McGill University Health Centre Research Institute, Montreal, Quebec, Canada
| |
Collapse
|
9
|
Catastrophic pharmaceutical expenditure in patients with type 2 diabetes in Iran. Int J Equity Health 2022; 21:188. [PMID: 36581933 PMCID: PMC9798561 DOI: 10.1186/s12939-022-01791-5] [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: 05/14/2022] [Accepted: 11/13/2022] [Indexed: 12/31/2022] Open
Abstract
OBJECTIVES This study aimed to assess the financial burden of out-of-pocket (OOP) payments to purchase antidiabetic medicines for type 2 patients in Iran. METHOD The "budget share" and "capacity to pay" approaches were employed to assess the catastrophic pharmaceutical expenditures of antidiabetic medication therapies. The catastrophic thresholds were adjusted for pharmaceutical sectors. The data was 2019 monthly household expenditures in rural and urban areas, insurance coverages of antidiabetic medicines and patients' out-of-pocket (OOP) payments in 30-day treatment schedules. RESULTS The results show that expenditure on diabetes medication therapies in the form of mono-dual therapy and some cases triple oral therapies were not catastrophic even for rural households. Insulin puts patients at risk of catastrophic pharmaceutical expenditures when added to the treatment schedules, and lack of financial protection intensifies it. In general, the poorer households and those resistant to first-line treatments were at increased risk of catastrophic pharmaceutical expenditures. The number of treatments that put patients at risk of catastrophic pharmaceutical expenditure in "budget share" was higher than the "capacity to pay" approach. CONCLUSIONS Assessing medication treatment affordability instead of a single medicine assessment is needed. Assessment could be done by utilizing a macro-level data approach and applying adjusted pharmaceutical sector threshold values. Considering the variation between treatment schedules that put patients at risk of catastrophic pharmaceutical expenditures, targeted pharmaceutical policies and reimbursement decisions are recommended to promote Universal Health Coverage (UHC) and to protect vulnerable populations from hardship.
Collapse
|
10
|
Disease and debt: Findings from the 2019 Panel Study of Income Dynamics in the United States. Prev Med 2022; 164:107248. [PMID: 36087623 PMCID: PMC10068838 DOI: 10.1016/j.ypmed.2022.107248] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 06/18/2022] [Accepted: 09/02/2022] [Indexed: 11/20/2022]
Abstract
Medical debt has grown dramatically over the past few decades. While cancer and diabetes are known to be associated with medical debt, little is known about the impact of other medical conditions and health behaviors on medical debt. We analyzed cross-sectional data on 9174 households - spanning lower-income, middle-income, and higher-income based on the Census poverty threshold - participating in the 2019 wave of the nationally representative United States Panel Study of Income Dynamics (PSID). The outcomes were presence of any medical debt and presence of medical debt≥ $2000. Respondents reported on medical conditions (diabetes, cancer, heart disease, chronic lung disease, asthma, arthritis, anxiety disorders, mood disorders) and on health behaviors (smoking, heavy drinking). Medical debt was observed in lower-income households with heart disease (OR = 2.64, p-value = 0.006) and anxiety disorders (OR = 2.16, p-value = 0.02); middle-income households with chronic lung disease (OR = 1.73, p-value = 0.03) and mood disorders (OR = 1.53, p-value = 0.04); and higher-income households with a current smoker (OR = 2.99, p-value<0.001). Additionally, medical debt ≥$2000 was observed in lower-income households with asthma (OR = 2.16, p-value = 0.009) and a current smoker (OR = 1.62, p-value = 0.04); middle income households with hypertension (OR = 1.65, p-value = 0.05). These novel findings suggest that the harms of medical debt extend beyond cancer, diabetes and beyond lower-income households. There is an urgent need for policy and health services interventions to address medical debt in a wider range of disease contexts than heretofore envisioned. Intervention development would benefit from novel conceptual frameworks on the causal relationships between health behaviors, health conditions, and medical debt that center social-ecological influences on all three of these domains.
Collapse
|
11
|
Lassale C, Cene C, Asselin A, Sims M, Jouven X, Gaye B. Sociodemographic determinants of change in cardiovascular health in middle adulthood in a bi-racial cohort. Atherosclerosis 2022; 346:98-108. [DOI: 10.1016/j.atherosclerosis.2022.01.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 11/25/2021] [Accepted: 01/14/2022] [Indexed: 12/24/2022]
|
12
|
Lago-Hernandez C, Nguyen NH, Khera R, Loomba R, Asrani SK, Singh S. Financial Hardship From Medical Bills Among Adults With Chronic Liver Diseases: National Estimates From the United States. Hepatology 2021; 74:1509-1522. [PMID: 33772833 DOI: 10.1002/hep.31835] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Revised: 03/08/2021] [Accepted: 03/14/2021] [Indexed: 01/01/2023]
Abstract
BACKGROUND AND AIMS Chronic liver diseases (CLD) affect approximately 2% of the U.S. population and are associated with substantial burden of hospitalization and costs. We estimated the national burden and consequences of financial hardship from medical bills in individuals with CLD. APPROACH AND RESULTS Using the National Health Interview Survey from 2014 to 2018, we identified individuals with self-reported CLD. We used complex weighted survey analysis to obtain national estimates of financial hardship from medical bills and other financial toxicity measures (eg, cost-related medication nonadherence, personal and/or health care-related financial distress, food insecurity). We evaluated the association of financial hardship from medical bills with unplanned health care use and work productivity, accounting for differences in age, sex, race/ethnicity, insurance, income, education, and comorbidities. Of the 3,666 (representing 5.3 million) U.S. adults with CLD, 1,377 (representing 2 million [37%, 95% CI: 35%-39%]) reported financial hardship from medical bills, including 549 (representing 740,000 [14%, 95% CI: 13%-16%]) who were unable to pay medical bills at all. Adults who were unable to pay medical bills had 8.4-times higher odds of cost-related medication nonadherence (adjusted OR [aOR], 8.39 [95% CI, 5.72-12.32]), 6.3-times higher odds of financial distress (aOR, 6.33 [4.44-9.03]), and 5.6-times higher odds of food insecurity (aOR, 5.59 [3.74-8.37]), as compared to patients without financial hardship from medical bills. Patients unable to pay medical bills had 1.9-times higher odds of emergency department visits (aOR, 1.85 [1.33-2.57]) and 1.8-times higher odds of missing work due to disease (aOR, 1.83 [1.26-2.67]). CONCLUSIONS One in 3 adults with CLD experience financial hardship from medical bills, and frequently experience financial toxicity and unplanned healthcare use. These financial determinates of health have important implications in the context of value-based care.
Collapse
Affiliation(s)
- Carlos Lago-Hernandez
- Division of Hospital Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA
| | - Nghia H Nguyen
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, La Jolla, CA
| | - Rohan Khera
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, CT
| | - Rohit Loomba
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, La Jolla, CA
- NAFLD Research Center, Department of Medicine, University of California, San Diego, La Jolla, CA
| | | | - Siddharth Singh
- Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Diego, La Jolla, CA
- Division of Biomedical Informatics, Department of Medicine, University of California, San Diego, La Jolla, CA
| |
Collapse
|
13
|
Assessing financial insecurity among common eye conditions: a 2016-2017 national health survey study. Eye (Lond) 2021; 36:2044-2051. [PMID: 34426657 PMCID: PMC8380859 DOI: 10.1038/s41433-021-01745-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 07/22/2021] [Accepted: 08/03/2021] [Indexed: 11/24/2022] Open
Abstract
Objective To explore the prevalence and demographics of financial insecurity in individuals with eye disease in the United States. Methods This retrospective cross-sectional study analysed questions from the nationally representative 2016–2017 National Health Interview Survey (NHIS) with the eye conditions macular degeneration, diabetic retinopathy, glaucoma, and cataract. Data was analysed as a whole and then further analysed by condition. Evaluated topics indicated financial insecurity such as individuals reporting difficulty paying bills among eye conditions studied and by demographics. Results Survey responses estimated that the overall prevalence of reporting problems paying or unable to pay bills were 12.49% (95% C.I. 11.62–13.36%) among patients with eye conditions. The overall prevalence of patients delaying care was 6.77% (95% C.I. 6.17–7.36%) and 17.06% (95% C.I. 15.99–18.14%) of individuals with eye conditions reported worrying about housing payments. Multivariable logistic regression revealed that demographics who more frequently had difficulty paying medical bills include individuals age 45–64 (3.33 aOR, C.I. 2.79–3.98, p < 0.001), blacks (1.90 aOR, C.I., 1.48–2.45, p < 0.001), Hispanics (1.51 aOR, C.I. 1.07–2.12, p = 0.020), and those 100–200% of the federal poverty line (2.16 aOR, C.I. 1.76–2.66, p < 0.001) or below the poverty line (1.93 aOR, C.I. 1.48–2.53, p < 0.001). Conclusion There are several demographics with eye disease that self-report financial insecurity. There should be greater concern for financial insecurity among diabetic retinopathy and glaucoma patients. Ophthalmologists should consider engaging in proactive discussions with at-risk patients to reduce potential non-adherence secondary to financial insecurity.
Collapse
|
14
|
Prevalence of cardiovascular risk factors in a nationally representative adult population with inflammatory bowel disease without atherosclerotic cardiovascular disease. Am J Prev Cardiol 2021; 6:100171. [PMID: 34327497 PMCID: PMC8315477 DOI: 10.1016/j.ajpc.2021.100171] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 03/01/2021] [Accepted: 03/07/2021] [Indexed: 01/08/2023] Open
Abstract
Background and aims Chronic inflammation is associated with premature atherosclerotic cardiovascular disease (ASCVD). We studied the prevalence of cardiovascular risk factors (CRFs) amongst individuals with IBD who have not developed ASCVD. Methods Our study population was derived from the 2015 – 2016 National Health Interview Survey. Those with ASCVD (defined as myocardial infarction, angina or stroke) were excluded. The prevalence of CRFs among individuals with IBD was compared with those without IBD. The odds CRFs among adults with IBD was assessed using logistic regression models. Results In our study population of 60,155 individuals, 786 (1.3%) had IBD. IBD was associated with increased odds hypertension (odds ratio [OR] 1.71, 95% confidence interval [CI] 1.39–2.09), diabetes (OR 1.68, 95% CI 1.22–2.32), hypercholesterolemia (OR 1.62, 95% CI 1.32–2.99) and insufficient physical activity (OR 1.38, 95% CI 1.16–1.66). Conclusion IBD is associated with higher prevalence of CRFs. Early screening and risk mitigation strategies are warranted.
Collapse
|
15
|
Jella TK, Cwalina TB, Treisman J, Hamadani M. Risk Factors for Cost-Related Delays to Medical Care Among Lymphoma Patients: A 22-Year Analysis of a Nationally Representative Sample. CLINICAL LYMPHOMA MYELOMA & LEUKEMIA 2021; 21:e619-e625. [PMID: 33785298 DOI: 10.1016/j.clml.2021.02.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 02/24/2021] [Accepted: 02/27/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND An estimated 85,000 cases of lymphoma (Hodgkin and non-Hodgkin lymphoma) were diagnosed in the United States in 2020. Financial insecurity is known to negatively impact health outcomes. In 2021, as Americans continue to file for unemployment at rates far above pre-COVID-19 pandemic peak levels, there is a persistent need to address the economic burden of diagnoses and threat of financial stressors and its related conditions, which are already known to cause substantial economic burden. PATIENTS AND METHODS Data were obtained from the National Health Interview Survey (NHIS), a cross-sectional survey conducted annually by the National Center for Health Statistics. Two questions were asked of patients to identify potential risk factors of financial insecurity regarding patients' ability to pay medical bills. NHIS respondents between the years 1997 and 2018 self-reporting a history of lymphoma diagnoses was included in the analysis. RESULTS Among over 2 million respondents to the NHIS between 1997 and 2018, 1619 individuals reported a history of lymphoma; 9.95% reported delaying medical care due to cost within the previous 12 months; and 6.52% reported not being able to afford medical care in the previous 12 months. Among the subgroups that had the highest risk of delaying medical care were patients between the ages of 25 and 64 years and the uninsured. CONCLUSION Financial burdens impede patients' abilities to access and adhere to care, which can contribute to poorer health outcomes. As financially insecure patients continue to present with lymphoma diagnoses, it is vital for practicing hematologists to understand the links among health care, financial insecurity, and demographic risk factors in order to devise and implement appropriate interventions.
Collapse
Affiliation(s)
- Taral K Jella
- Department of Liberal Arts, Emory University, Atlanta, GA
| | - Thomas B Cwalina
- Case Western Reserve University School of Medicine, Cleveland, OH; Katz School of Business, University of Pittsburgh, Pittsburgh, PA
| | | | - Mehdi Hamadani
- Division of Hematology and Oncology, Department of Medicine, Medical College of Wisconsin, Milwaukee, WI.
| |
Collapse
|
16
|
Caraballo C, Massey D, Mahajan S, Lu Y, Annapureddy AR, Roy B, Riley C, Murugiah K, Valero-Elizondo J, Onuma O, Nunez-Smith M, Forman HP, Nasir K, Herrin J, Krumholz HM. Racial and Ethnic Disparities in Access to Health Care Among Adults in the United States: A 20-Year National Health Interview Survey Analysis, 1999-2018. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2020:2020.10.30.20223420. [PMID: 33173905 PMCID: PMC7654899 DOI: 10.1101/2020.10.30.20223420] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
IMPORTANCE Racial and ethnic disparities plague the US health care system despite efforts to eliminate them. To understand what has been achieved amid these efforts, a comprehensive study from the population perspective is needed. OBJECTIVES To determine trends in rates and racial/ethnic disparities of key access to care measures among adults in the US in the last two decades. DESIGN Cross-sectional. SETTING Data from the National Health Interview Survey, 1999-2018. PARTICIPANTS Individuals >18 years old. EXPOSURE Race and ethnicity: non-Hispanic Black, non-Hispanic Asian, non-Hispanic White, Hispanic. MAIN OUTCOME AND MEASURES Rates of lack of insurance coverage, lack of a usual source of care, and foregone/delayed medical care due to cost. We also estimated the gap between non-Hispanic White and the other subgroups for these outcomes. RESULTS We included 596,355 adults, of which 69.7% identified as White, 11.8% as Black, 4.7% as Asian, and 13.8% as Hispanic. The proportion uninsured and the rates of lacking a usual source of care remained stable across all 4 race/ethnicity subgroups up to 2009, while rates of foregone/delayed medical care due to cost increased. Between 2010 and 2015, the percentage of uninsured diminished for all, with the steepest reduction among Hispanics (-2.1% per year). In the same period, rates of no usual source of care declined only among Hispanics (-1.2% per year) while rates of foregone/delayed medical care due to cost decreased for all. No substantial changes were observed from 2016-2018 in any outcome across subgroups. Compared with 1999, in 2018 the rates of foregone/delayed medical care due to cost were higher for all (+3.1% among Whites, +3.1% among Blacks, +0.5% among Asians, and +2.2% among Hispanics) without significant change in gaps; rates of no usual source of care were not significantly different among Whites or Blacks but were lower among Hispanics (-4.9%) and Asians (-6.4%). CONCLUSIONS AND RELEVANCE Insurance coverage increased for all, but millions of individuals remained uninsured or underinsured with increasing rates of unmet medical needs due to cost. Those identifying as non-Hispanic Black and Hispanic continue to experience more barriers to health care services compared with non-Hispanic White individuals. KEY POINTS Question: In the last 2 decades, what has been achieved in reducing barriers to access to care and race/ethnicity-associated disparities?Findings: Using National Health Interview Survey data from 1999-2018, we found that insurance coverage increased across all 4 major race/ethnicity groups. However, rates of unmet medical needs due to cost increased without reducing the respective racial/ethnic disparities, and little-to-no change occurred in rates of individuals who have no usual source of care.Meaning: Despite increased coverage, millions of Americans continued to experience barriers to access to care, which were disproportionately more prevalent among those identifying as Black or Hispanic.
Collapse
Affiliation(s)
- César Caraballo
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Connecticut
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Dorothy Massey
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Connecticut
| | - Shiwani Mahajan
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Connecticut
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Yuan Lu
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Connecticut
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Amarnath R. Annapureddy
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Connecticut
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Brita Roy
- Section of General Internal Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut
| | - Carley Riley
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
- Division of Critical Care Medicine, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Karthik Murugiah
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Connecticut
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Javier Valero-Elizondo
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas
- Center for Outcomes Research, Houston Methodist Research Institute, Houston, Texas
| | - Oyere Onuma
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Marcella Nunez-Smith
- Equity Research and Innovation Center, General Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Howard P. Forman
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut
- Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas
- Center for Outcomes Research, Houston Methodist Research Institute, Houston, Texas
| | - Jeph Herrin
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Harlan M. Krumholz
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Connecticut
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
- Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut
| |
Collapse
|
17
|
Khera R, Valero-Elizondo J, Nasir K. Financial Toxicity in Atherosclerotic Cardiovascular Disease in the United States: Current State and Future Directions. J Am Heart Assoc 2020; 9:e017793. [PMID: 32924728 PMCID: PMC7792407 DOI: 10.1161/jaha.120.017793] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Atherosclerotic cardiovascular disease (ASCVD) has posed an increasing burden on Americans and the United States healthcare system for decades. In addition, ASCVD has had a substantial economic impact, with national expenditures for ASCVD projected to increase by over 2.5‐fold from 2015 to 2035. This rapid increase in costs associated with health care for ASCVD has consequences for payers, healthcare providers, and patients. The issues to patients are particularly relevant in recent years, with a growing trend of shifting costs of treatment expenses to patients in various forms, such as high deductibles, copays, and coinsurance. Therefore, the issue of “financial toxicity” of health care is gaining significant attention. The term encapsulates the deleterious impact of healthcare expenditures for patients. This includes the economic burden posed by healthcare costs, but also the unintended consequences it creates in form of barriers to necessary medical care, quality of life as well tradeoffs related to non‐health–related necessities. While the societal impact of rising costs related to ASCVD management have been actively studied and debated in policy circles, there is lack of a comprehensive assessment of the current literature on the financial impact of cost sharing for ASCVD patients and their families. In this review we systematically describe the scope and domains of financial toxicity, the instruments that measure various facets of healthcare‐related financial toxicity, and accentuating factors and consequences on patient health and well‐being. We further identify avenues and potential solutions for clinicians to apply in medical practice to mitigate the burden and consequences of out‐of‐pocket costs for ASCVD patients and their families.
Collapse
Affiliation(s)
- Rohan Khera
- Section of Cardiovascular Medicine, Department of Internal Medicine Yale School of Medicine New Haven CT.,Center for Outcomes Research and Evaluation Yale-New Haven Hospital New Haven CT
| | - Javier Valero-Elizondo
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX.,Center for Outcomes Research Houston Methodist Houston TX
| | - Khurram Nasir
- Section of Cardiovascular Medicine, Department of Internal Medicine Yale School of Medicine New Haven CT.,Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX.,Center for Outcomes Research Houston Methodist Houston TX
| |
Collapse
|
18
|
Grandhi GR, Valero-Elizondo J, Mszar R, Brandt EJ, Annapureddy A, Khera R, Saxena A, Virani SS, Blankstein R, Desai NR, Blaha MJ, Cheema FH, Vahidy FS, Nasir K. Association of cardiovascular risk factor profile and financial hardship from medical bills among non-elderly adults in the United States. Am J Prev Cardiol 2020; 2:100034. [PMID: 34327457 PMCID: PMC8315456 DOI: 10.1016/j.ajpc.2020.100034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Revised: 06/14/2020] [Accepted: 07/03/2020] [Indexed: 11/30/2022] Open
Abstract
Background While optimal cardiovascular risk factor (CRF) profile is associated with lower mortality, morbidity, and healthcare expenditures among individuals with atherosclerotic cardiovascular disease (ASCVD), less is known regarding its impact on financial hardship from medical bills. Therefore, we assessed whether an optimal CRF profile is associated with a lower burden of financial hardship from medical bills and a reduction in cost-related barriers to health. Methods We used a nationally representative sample of adults between 18 and 64 years from the National Health Interview Survey between 2013 and 2017. We assessed ASCVD status and the number of risk factors to categorize the study population into 4 mutually exclusive categories: ASCVD (irrespective of CRF profile) and non-ASCVD with poor, average, and optimal CRF profile. Adjusted logistic regression model was used to determine the association of ASCVD/CRF profile with financial hardship from medical bills and cost-related barriers to health (cost-related medication non-adherence (CRN), foregone/delayed care, and high financial distress). Results We included 119,388 non-elderly adults, representing 189 million individuals annually across the United States. Non-ASCVD/optimal CRF profile individuals had a lower prevalence of financial hardship and an inability paying medical bills when compared with individuals with ASCVD (24% vs 45% and 6% vs 19%, respectively). Among individuals without ASCVD and an optimal CRF profile, the prevalence of each cost-related barrier to health was <50% compared with individuals with ASCVD. Poor/low income and uninsured individuals within non-ASCVD/average CRF profile strata had a lower prevalence of financial hardship and an inability paying medical bills when compared with middle/high income and insured individuals with ASCVD. Non-ASCVD individuals with optimal CRF profile had the lowest odds of all barriers to health. Conclusion Optimal CRF profile is associated with a lower prevalence of financial hardship from medical bills and cost-related barriers to health despite lower income and lack of insurance.
Collapse
Affiliation(s)
- Gowtham R Grandhi
- Department of Medicine, MedStar Union Memorial Hospital, Baltimore, MD, USA
| | - Javier Valero-Elizondo
- Division of Cardiovascular Prevention & Wellness, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA.,Center for Outcomes Research, Houston Methodist, Houston, TX, USA
| | - Reed Mszar
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA.,Center for Outcomes Research and Evaluation, Yale New Haven Health, New Haven, CT, USA
| | - Eric J Brandt
- Section of Cardiovascular Medicine, Department of Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Amarnath Annapureddy
- Center for Outcomes Research and Evaluation, Yale New Haven Health, New Haven, CT, USA
| | - Rohan Khera
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Anshul Saxena
- Center for Healthcare Advancement and Outcomes, Baptist Health South Florida, Miami, FL, USA
| | - Salim S Virani
- Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA.,Baylor College of Medicine, Houston, TX, USA
| | - Ron Blankstein
- Cardiovascular Division and Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA
| | - Nihar R Desai
- Center for Outcomes Research and Evaluation, Yale New Haven Health, New Haven, CT, USA.,Section of Cardiovascular Medicine, Department of Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Michael J Blaha
- The Johns Hopkins Ciccarone Center for Prevention of Cardiovascular Disease, Baltimore, MD, USA
| | - Faisal H Cheema
- University of Houston College of Medicine, Houston, TX, USA.,HCA Research Institute, Nashville, TN, USA
| | - Farhaan S Vahidy
- Center for Outcomes Research, Houston Methodist Neurological Institute, Houston, TX, USA
| | - Khurram Nasir
- Division of Cardiovascular Prevention & Wellness, Houston Methodist DeBakey Heart & Vascular Center, Houston, TX, USA.,Center for Outcomes Research, Houston Methodist, Houston, TX, USA
| |
Collapse
|
19
|
Mszar R, Grandhi GR, Valero-Elizondo J, Caraballo C, Khera R, Desai N, Virani SS, Blankstein R, Blaha MJ, Nasir K. Cumulative Burden of Financial Hardship From Medical Bills Across the Spectrum of Diabetes Mellitus and Atherosclerotic Cardiovascular Disease Among Non-Elderly Adults in the United States. J Am Heart Assoc 2020; 9:e015523. [PMID: 32394783 PMCID: PMC7660844 DOI: 10.1161/jaha.119.015523] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Background Atherosclerotic cardiovascular disease (ASCVD) has a strong association with diabetes mellitus (DM), accounting for approximately two thirds of deaths in this patient population. Many individuals with ASCVD and DM are vulnerable to financial hardship associated with treatment-related expenses. Therefore, we examined the burden of financial hardship from medical bills across the spectrum of ASCVD status with and without DM. Methods and Results Using data from the National Health Interview Survey from 2013 to 2017, we used logistic regression analysis to examine the association of ASCVD and DM status with financial hardship and an inability to pay medical bills from a representative sample of non-elderly adults in the United States. Our study population consisted of 121 672 individuals. Approximately 3.1% of the weighted population had ASCVD, 5.6% had DM, and 1.3% had both ASCVD and DM. Nearly 50% of individuals with ASCVD and DM reported financial hardship from medical bills (23% being unable to pay medical bills at all), whereas ≈28% of those with neither ASCVD nor DM reported financial hardship from medical bills (8% being unable to pay medical bills at all). Individuals with concurrent ASCVD and DM had the highest relative odds of expressing an inability to pay at all when compared with those with neither condition (odds ratio, 2.69; 95% CI, 2.21-3.28). Conclusions Individuals with concurrent ASCVD and DM are at a disproportionately high risk of being unable to pay their medical bills. The findings provide strong evidence for developing more effective public health policies that protect vulnerable populations from financial hardship.
Collapse
Affiliation(s)
- Reed Mszar
- Department of Chronic Disease Epidemiology Yale School of Public Health New Haven CT.,Center for Outcomes Research and Evaluation Yale New Haven Health New Haven CT
| | | | - Javier Valero-Elizondo
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX
| | - César Caraballo
- Center for Outcomes Research and Evaluation Yale New Haven Health New Haven CT
| | - Rohan Khera
- University of Texas Southwestern Medical Center Dallas TX
| | - Nihar Desai
- Section of Cardiovascular Medicine Yale School of Medicine New Haven CT
| | - Salim S Virani
- Michael E. DeBakey Veterans Affairs Medical Center and Baylor College of Medicine Houston TX
| | | | - Michael J Blaha
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease Baltimore MD
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness Houston Methodist DeBakey Heart and Vascular Center Houston TX
| |
Collapse
|