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Nguyen KH, Cole MB. Social Risk Factors, Health Insurance Coverage, and Inequities in Access to Care. Am J Prev Med 2025; 68:145-153. [PMID: 39396362 DOI: 10.1016/j.amepre.2024.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 09/09/2024] [Accepted: 09/09/2024] [Indexed: 10/15/2024]
Abstract
INTRODUCTION Social risk factors are associated with worse access to care. This study measured the prevalence of social risk factors among low-income adults, assessed the relationship between number of social risk factors and access to care, and examined heterogeneity by health insurance type. METHODS Using 2022 Behavioral Risk Factor Surveillance Survey data from 39 states, the association between number of SRFs (0, 1, 2-3, 4, or more) and three access to care measures (having a personal doctor, having a routine checkup, and inability to see doctor because of cost) were measured using multivariable linear probability models. The analysis was stratified by health insurance coverage type (private, Medicare, Medicaid, or uninsured) to assess whether effects were differential. Analyses were conducted in 2024. RESULTS Among 90,208 low-income adults, 46.6% reported at least one SRF. Compared to people who reported no SRFs, those who reported four or more were more likely to report being unable to afford care (28.21 percentage points [PP], p<0.001) and less likely to have a personal doctor (-4.98 PP, p<0.001) or routine checkup in the last two years (-4.29 PP, p<0.001). The magnitude of disparity by number of SRFs in inability to afford care was larger among privately insured and uninsured people compared to those with Medicare or Medicaid coverage. CONCLUSIONS Higher levels of SRFs were associated with worse access to care among low-income adults. Policies that minimize cost-related barriers to care, coupled with care delivery reforms and social policies that address SRFs, may improve access to care.
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Affiliation(s)
- Kevin H Nguyen
- Department of Health Law, Policy, and Management, Boston University School of Public Health, Boston, Massachusetts.
| | - Megan B Cole
- Department of Health Law, Policy, and Management, Boston University School of Public Health, Boston, Massachusetts
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Saelee R, Bullard KM, Hora IA, Pavkov ME, Pasquel FJ, Holliday CS, Benoit SR. Trends and Inequalities in Diabetes-Related Complications Among U.S. Adults, 2000-2020. Diabetes Care 2025; 48:18-28. [PMID: 38905540 DOI: 10.2337/dci24-0022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 04/19/2024] [Indexed: 06/23/2024]
Abstract
OBJECTIVE We examined national trends in diabetes-related complications (heart failure [HF], myocardial infarction [MI], stroke, end-stage renal disease [ESRD], nontraumatic lower-extremity amputation [NLEA], and hyperglycemic crisis) among U.S. adults with diagnosed diabetes during 2000-2020 by age-group, race and ethnicity, and sex. We also assessed trends in inequalities among those subgroups. RESEARCH DESIGN AND METHODS Hospitalization rates for diabetes-related complications among adults (≥18 years) were estimated using the 2000-2020 National (Nationwide) Inpatient Sample. The incidence of diabetes-related ESRD was estimated using the United States Renal Data System. The number of U.S. adults with diagnosed diabetes was estimated from the National Health Interview Survey. Annual percent change (APC) was estimated for assessment of trends. RESULTS After declines in the early 2000s, hospitalization rates increased for HF (2012-2020 APC 3.9%, P < 0.001), stroke (2009-2020 APC 2.8%, P < 0.001), and NLEA (2009-2020 APC 5.9%, P < 0.001), while ESRD incidence increased (2010-2020 APC 1.0%, P = 0.044). Hyperglycemic crisis increased from 2000 to 2020 (APC 2.2%, P < 0.001). MI hospitalizations declined during 2000-2008 (APC -6.0%, P < 0.001) and were flat thereafter. On average, age inequalities declined for hospitalizations for HF, MI, stroke, and ESRD incidence but increased for hyperglycemic crisis. Sex inequalities increased on average for hospitalizations for stroke and NLEA and for ESRD incidence. Racial and ethnic inequalities declined during 2012-2020 for ESRD incidence but increased for HF, stroke, and hyperglycemic crisis. CONCLUSIONS There was a continued increase of several complications in the past decade. Age, sex, and racial and ethnic inequalities have worsened for some complications.
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Affiliation(s)
- Ryan Saelee
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
| | - Kai McKeever Bullard
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
| | - Israel A Hora
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
| | - Meda E Pavkov
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
| | - Francisco J Pasquel
- Division of Endocrinology, Department of Medicine, Emory University School of Medicine, Atlanta, GA
| | - Christopher S Holliday
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
| | - Stephen R Benoit
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA
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Zewde N, Rodriguez SR, Glied SA. High-Deductible Health Insurance May Exacerbate Racial And Ethnic Wealth Disparities. Health Aff (Millwood) 2024; 43:1455-1463. [PMID: 39374453 DOI: 10.1377/hlthaff.2023.01199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/09/2024]
Abstract
This study examined the equity implications of high-deductible health plans within the context of racial and ethnic wealth disparities. Using restricted data from the Medical Expenditure Panel Survey, we evaluated the net worth (in 2011-18) and financial assets (in 2011-16) of families with private insurance and those in high-deductible health plans with and without an associated health savings account. Our results represent, to our knowledge, the first estimates of racial and ethnic wealth disparities within these populations. Results show that White households consistently held significantly more wealth than did Black and Hispanic households across income levels. In the lowest income quartile, White privately insured families had more than 350 percent more in financial assets than their Black counterparts. Low-income Black and Hispanic families with high-deductible health plans but no savings accounts had median financial assets ($2,200 and $2,000, respectively) that were well below the average family coverage deductible. Study findings highlight the role of systemic racial wealth disparities, beyond that of income, to establish a unique pathway whereby high deductibles can exacerbate health care inequities.
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Affiliation(s)
- Naomi Zewde
- Naomi Zewde , University of California Los Angeles, Los Angeles, California
| | | | - Sherry A Glied
- Sherry A. Glied, New York University, New York, New York
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McCoy RG, Swarna KS, Jiang DH, Van Houten HK, Chen J, Davis EM, Herrin J. Enrollment in High-Deductible Health Plans and Incident Diabetes Complications. JAMA Netw Open 2024; 7:e243394. [PMID: 38517436 PMCID: PMC10960199 DOI: 10.1001/jamanetworkopen.2024.3394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 01/25/2024] [Indexed: 03/23/2024] Open
Abstract
Importance Preventing diabetes complications requires monitoring and control of hyperglycemia and cardiovascular risk factors. Switching to high-deductible health plans (HDHPs) has been shown to hinder aspects of diabetes care; however, the association of HDHP enrollment with microvascular and macrovascular diabetes complications is unknown. Objective To examine the association between an employer-required switch to an HDHP and incident complications of diabetes. Design, Setting, and Participants This retrospective cohort study used deidentified administrative claims data for US adults with diabetes enrolled in employer-sponsored health plans between January 1, 2010, and December 31, 2019. Data analysis was performed from May 26, 2022, to January 2, 2024. Exposures Adults with a baseline year of non-HDHP enrollment who had to switch to an HDHP because their employer offered no non-HDHP alternative in that year were compared with adults who were continuously enrolled in a non-HDHP. Main Outcomes and Measures Mixed-effects logistic regression models examined the association between switching to an HDHP and, individually, the odds of myocardial infarction, stroke, hospitalization for heart failure, lower-extremity complication, end-stage kidney disease, proliferative retinopathy, treatment for retinopathy, and blindness. Models were adjusted for demographics, comorbidities, and medications, with inverse propensity score weighting used to account for potential selection bias. Results The study included 42 326 adults who switched to an HDHP (mean [SD] age, 52 [10] years; 19 752 [46.7%] female) and 202 729 adults who did not switch (mean [SD] age, 53 [10] years; 89 828 [44.3%] female). Those who switched to an HDHP had greater odds of experiencing all diabetes complications (odds ratio [OR], 1.11; 95% CI, 1.06-1.16 for myocardial infarction; OR, 1.15; 95% CI, 1.09-1.21 for stroke; OR, 1.35; 95% CI, 1.30-1.41 for hospitalization for heart failure; OR, 2.53; 95% CI, 2.38-2.70 for end-stage kidney disease; OR, 2.23; 95% CI, 2.17-2.29 for lower-extremity complication; OR, 1.17; 95% CI, 1.13-1.21 for proliferative retinopathy; OR, 2.35; 95% CI, 2.18-2.54 for blindness; and OR, 2.28; 95% CI, 2.15-2.41 for retinopathy treatment). Conclusions and Relevance This study found that an employer-driven switch to an HDHP was associated with increased odds of experiencing all diabetes complications. These findings reinforce the potential harm associated with HDHPs for people with diabetes and the importance of affordable and accessible chronic disease management, which is hindered by high out-of-pocket costs incurred by HDHPs.
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Affiliation(s)
- Rozalina G. McCoy
- Division of Endocrinology, Diabetes, and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore
- University of Maryland Institute for Health Computing, Bethesda
- Division of Gerontology, Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore
- Department of Health Policy and Management, University of Maryland School of Public Health, College Park
- OptumLabs, Eden Prairie, Minnesota
| | - Kavya S. Swarna
- OptumLabs, Eden Prairie, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | | | - Holly K. Van Houten
- OptumLabs, Eden Prairie, Minnesota
- Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Jie Chen
- Department of Health Policy and Management, University of Maryland School of Public Health, College Park
| | - Esa M. Davis
- University of Maryland Institute for Health Computing, Bethesda
- Department of Family and Community Medicine, University of Maryland School of Medicine, Baltimore
| | - Jeph Herrin
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
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Saelee R, Hora IA, Pavkov ME, Imperatore G, Chen Y, Benoit SR, Holliday CS, Bullard KM. Diabetes Prevalence and Incidence Inequality Trends Among U.S. Adults, 2008-2021. Am J Prev Med 2023; 65:973-982. [PMID: 37467866 PMCID: PMC10792096 DOI: 10.1016/j.amepre.2023.07.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 07/11/2023] [Accepted: 07/11/2023] [Indexed: 07/21/2023]
Abstract
INTRODUCTION This study examined national trends in age, sex, racial and ethnic, and socioeconomic inequalities for diagnosed diabetes prevalence and incidence among U.S. adults from 2008 to 2021. METHODS Adults (aged ≥18 years) were from the National Health Interview Survey (2008-2021). The annual between-group variance (BGV) for sex, race, and ethnicity; and the slope index of inequality (SII) for age, education, and poverty-to-income ratio along with the average annual percentage change (AAPC) were estimated in 2023 to assess trends in inequalities over time in diabetes prevalence and incidence. For BGV and SII, a value of 0 represents no inequality, whereas a value further from 0 represents greater inequality. RESULTS On average over time, poverty-to-income ratio inequalities in diabetes prevalence worsened (SII= -8.24 in 2008 and -9.80 in 2021; AAPC for SII= -1.90%, p=0.003), whereas inequalities in incidence for age (SII=17.60 in 2008 and 8.85 in 2021; AAPC for SII= -6.47%, p<0.001), sex (BGV=0.09 in 2008, 2.05 in 2009, 1.24 in 2010, and 0.27 in 2021; AAPC for BGV= -12.34%, p=0.002), racial and ethnic (BGV=4.80 in 2008 and 2.17 in 2021; AAPC for BGV= -10.59%, p=0.010), and education (SII= -9.89 in 2008 and -2.20 in 2021; AAPC for SII=8.27%, p=0.001) groups improved. CONCLUSIONS From 2008 to 2021, age, sex, racial and ethnic, and education inequalities in the incidence of diagnosed diabetes improved but persisted. Income-related diabetes prevalence inequalities worsened over time. To close these gaps, future research could focus on identifying the factors driving these trends, including the contribution of morbidity and mortality.
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Affiliation(s)
- Ryan Saelee
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia.
| | - Israel A Hora
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Meda E Pavkov
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Giuseppina Imperatore
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Yu Chen
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Stephen R Benoit
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Christopher S Holliday
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Kai McKeever Bullard
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
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Scott JW, Neiman PU, Scott KW, Ibrahim AM, Fan Z, Fendrick AM, Dimick JB. High Deductibles are Associated With Severe Disease, Catastrophic Out-of-Pocket Payments for Emergency Surgical Conditions. Ann Surg 2023; 278:e667-e674. [PMID: 36762565 DOI: 10.1097/sla.0000000000005819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
BACKGROUND Out-of-pocket spending has risen for individuals with private health insurance, yet little is known about the unintended consequences that high levels of cost-sharing may have on delayed clinical presentation and financial outcomes for common emergency surgical conditions. METHODS In this retrospective analysis of claims data from a large commercial insurer (2016-2019), we identified adult inpatient admissions following emergency department presentation for common emergency surgical conditions (eg, appendicitis, cholecystitis, diverticulitis, and intestinal obstruction). Primary exposure of interest was enrollment in a high-deductible health insurance plan (HDHP). Our primary outcome was disease severity at presentation-determined using ICD-10-CM diagnoses codes and based on validated measures of anatomic severity (eg, perforation, abscess, diffuse peritonitis). Our secondary outcome was catastrophic out-of-pocket spending, defined by the World Health Organization as out-of-pocket spending >10% of annual income. RESULTS Among 43,516 patients [mean age 48.4 (SD: 11.9) years; 51% female], 41% were enrolled HDHPs. Despite being younger, healthier, wealthier, and more educated, HDHP enrollees were more likely to present with more severe disease (28.5% vs 21.3%, P <0.001; odds ratio (OR): 1.34, 95% CI: 1.28-1.42]); even after adjusting for relevant demographics (adjusted OR: 1.23, 95% CI: 1.18-1.31). HDHP enrollees were also more likely to incur 30-day out-of-pocket spending that exceeded 10% of annual income (20.8% vs 6.4%, adjusted OR: 3.93, 95% CI: 3.65-4.24). Lower-income patients, Black patients, and Hispanic patients were at highest risk of financial strain. CONCLUSIONS For privately insured patients presenting with common surgical emergencies, high-deductible health plans are associated with increased disease severity at admission and a greater financial burden after discharge-especially for vulnerable populations. Strategies are needed to improve financial risk protection for common surgical emergencies.
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Affiliation(s)
- John W Scott
- Department of Surgery, Center for Healthcare Outcomes and Policy, University of Michigan Medical School, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Pooja U Neiman
- Department of Surgery, Brigham and Women's Hospital, Boston, MA
| | - Kirstin W Scott
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI
| | - Andrew M Ibrahim
- Department of Surgery, Center for Healthcare Outcomes and Policy, University of Michigan Medical School, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Zhaohui Fan
- Department of Surgery, Center for Healthcare Outcomes and Policy, University of Michigan Medical School, Ann Arbor, MI
| | - A Mark Fendrick
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
- Division of General Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Justin B Dimick
- Department of Surgery, Center for Healthcare Outcomes and Policy, University of Michigan Medical School, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
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Tran NM, Mann S, Gonzales G. Sexual Orientation, High-Deductible Health Plans, And Financial Barriers To Care. Health Aff (Millwood) 2023; 42:1283-1288. [PMID: 37669482 DOI: 10.1377/hlthaff.2023.00201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/07/2023]
Abstract
Among US adults in 2013-18, we found high-deductible health plan enrollment to be the lowest among heterosexual and gay/lesbian adults in families with incomes below 200 percent of the federal poverty level and the highest among bisexual adults in families with incomes at or above 400 percent of poverty. Gay/lesbian and bisexual adults in these plans experienced greater financial barriers to health care than heterosexual adults.
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Nishtala MV, Reed M, Schumacher J, Hanlon B, Venkatesh M, Collins M, Zarzaur BL. Catastrophic health expenditure in nonneurological injury due to motor vehicle crash. J Trauma Acute Care Surg 2023; 95:172-180. [PMID: 37125834 PMCID: PMC10524788 DOI: 10.1097/ta.0000000000003993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
BACKGROUND Motor vehicle crashes (MVCs) are a leading cause of nonfatal injury in the United States and impose a high financial cost to the patient and the economy. For many patients, this cost may be financially devastating and contribute to worsening health outcomes after injury. We aimed to describe the population level risk of catastrophic health expenditure (CHE) and determine factors associated with risk of CHE. METHODS We performed a retrospective review using the 2014-2017 Nationwide Inpatient Sample. The study population consisted of uninsured and privately insured adults aged 26 to 64 years who were hospitalized for nonneurologic traumatic injury due to MVCs. Our measure of financial hardship was CHE, which was defined as hospital charges ≥40% of postsubsistence income. Income estimates were derived from zip-code level data using Γ distribution modeling. RESULTS Our sample included 189,000 patients, of which 149,705 had private insurance and 39,375 were uninsured. The median estimated income for the study cohort was $66,118 (interquartile range, $65,353-$66,884). The median cost of hospitalization was $53,467 (interquartile range, $29,854-$99,914). In addition, 91.5% of uninsured patients suffering from MVC are at risk for CHE, and 10.1% of privately insured patients are at risk for CHE. Among the insured, Black, Hispanic, and low income were associated with CHE. CONCLUSION Nine of 10 uninsured patients are at risk for CHE after hospitalization for MVC. Despite having insurance, 10% of patients are still at risk of CHE. Black, Hispanic, and low-income communities are at highest risk of having private insurance and still experiencing CHE. This is the first population level analysis after the implementation of the Affordable Care Act that assesses the financial burden of no insurance and underinsurance. These data are important to understand the effectiveness of insurance coverage and guide hospital and policy level interventions to prevent CHE. LEVEL OF EVIDENCE Prognostic and Epidemiological; Level III.
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Affiliation(s)
- Madhuri V Nishtala
- From the Department of Surgery (M.V.N., J.S., M.V., B.L.Z.), University of Wisconsin School of Medicine and Public Health; Department of Consumer Behavior and Family Economics (M.R.), University of Wisconsin-Madison; Department of Biostatistics and Medical Informatics (B.H.), University of Wisconsin School of Medicine and Public Health; and Department of Surgery (M.C.), Robert M. La Follette School of Public Affairs, University of Wisconsin-Madison, Madison, Wisconsin
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Sherman B, Weaver GM. Quantifying Value of Worksite Well-Being Programs With a Health Equity Lens: It's Time to Raise the Bar. Am J Health Promot 2023:8901171231174310. [PMID: 37160704 DOI: 10.1177/08901171231174310] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Calls to address workforce health inequities have been met with expanded well-being programming, without an assessment of programming relevance or evaluation of equity-related outcomes. The goal of this commentary is to summarize current practices and gaps in evaluation of well-being programs, provide evidence supporting the need for broader participation in well-being offerings, and make recommendations to incorporate health equity measures into planning and evaluation efforts conducted by both employers and vendors. Data sharing, expanded measurement, more rigorous evaluation methods, and alignment of goals are some of the recommendations to better address health inequities and differential participation among employees.
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Affiliation(s)
- Bruce Sherman
- Department of Public Health Education, The University of North Carolina at Greensboro, Greensboro, NC, USA
- Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - GracieLee M Weaver
- Department of Public Health Education, The University of North Carolina at Greensboro, Greensboro, NC, USA
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Jiang DH, Herrin J, Van Houten HK, McCoy RG. Evaluation of High-Deductible Health Plans and Acute Glycemic Complications Among Adults With Diabetes. JAMA Netw Open 2023; 6:e2250602. [PMID: 36662531 PMCID: PMC9860518 DOI: 10.1001/jamanetworkopen.2022.50602] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 11/20/2022] [Indexed: 01/21/2023] Open
Abstract
Importance Optimal diabetes care requires regular monitoring and care to maintain glycemic control. How high-deductible health plans (HDHPs), which reduce overall spending but may impede care by increasing out-of-pocket expenses, are associated with risks of severe hypoglycemia and hyperglycemia is unknown. Objective To examine the association between an employer-forced switch to HDHP and severe hypoglycemia and hyperglycemia. Design, Setting, and Participants This retrospective cohort study used deidentified administrative claims data for privately insured adults with diabetes from a single insurance carrier with multiple plans across the US between January 1, 2010, and December 31, 2018. Analyses were conducted between May 15, 2020, and November 3, 2022. Exposures Patients with 1 baseline year of enrollment in a non-HDHP whose employers subsequently forced a switch to an HDHP were compared with patients who did not switch. Main Outcomes and Measures Mixed-effects logistic regression models were used to examine the association between switching to an HDHP and the odds of severe hypoglycemia and hyperglycemia (ascertained using diagnosis codes in emergency department [ED] visits and hospitalizations), adjusting for patient age, sex, race and ethnicity, region, income, comorbidities, glucose-lowering medications, baseline ED and hospital visits for hypoglycemia and hyperglycemia, and baseline deductible amount, and applying inverse propensity score weighting to account for potential treatment selection bias. Results The study population was composed of 42 326 patients who switched to an HDHP (mean [SD] age: 52 [10] years, 19 752 [46.7%] women, 7375 [17.4%] Black, 5740 [13.6%] Hispanic, 26 572 [62.8%] non-Hispanic White) and 202 729 patients who did not switch (mean [SD] age, 53 [10] years, 89 828 [44.3%] women, 29 551 [14.6%] Black, 26 689 [13.2%] Hispanic, 130 843 [64.5%] non-Hispanic White). When comparing all study years, switching to an HDHP was not associated with increased odds of experiencing at least 1 hypoglycemia-related ED visit or hospitalization (OR, 1.01 [95% CI, 0.95-1.06]; P = .85), but each year of HDHP enrollment did increase these odds by 2% (OR, 1.02 [95% CI, 1.00-1.04]; P = .04). In contrast, switching to an HDHP did significantly increase the odds of experiencing at least 1 hyperglycemia-related ED visit or hospitalization (OR, 1.25 [95% CI, 1.11-1.42]; P < .001), with each year of HDHP enrollment increasing the odds by 5% (OR, 1.05 [95% CI, 1.01-1.09]; P = .02). Conclusions and Relevance In this cohort study, employer-forced switching to an HDHP was associated with increased odds of potentially preventable acute diabetes complications, potentially because of delayed or deferred care. These findings suggest that employers should be more judicious in their health plan offerings, and health plans and policy makers should consider allowing preventive and high-value services to be exempt from deductible requirements.
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Affiliation(s)
- David H. Jiang
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Jeph Herrin
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Holly K. Van Houten
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Rozalina G. McCoy
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
- Division of Community Internal Medicine, Geriatrics, and Palliative Care, Department of Medicine, Mayo Clinic, Rochester, Minnesota
- OptumLabs, Eden Prairie, Minnesota
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Adepoju OE, Chae M, Liaw W, Angelocci T, Millard P, Matuk-Villazon O. Transition to telemedicine and its impact on missed appointments in community-based clinics. Ann Med 2022; 54:98-107. [PMID: 34969330 PMCID: PMC8725902 DOI: 10.1080/07853890.2021.2019826] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND AND OBJECTIVE The Coronavirus Aid, Relief, and Economic Security Act led to the rapid implementation of telemedicine across health care office settings. Whether this transition to telemedicine has any impact on missed appointments is yet to be determined. This study examined the relationship between telemedicine usage and missed appointments during the COVID-19 pandemic. METHOD This retrospective study used appointment-level data from 55 Federally Qualified Health Centre clinics in Texas between March and November 2020. To account for the nested data structure of repeated appointments within each patient, a mixed-effects multivariable logistic regression model was used to examine associations between telemedicine use and missed appointments, adjusting for patient sociodemographic characteristics, geographic classification, past medical history, and clinic characteristics. The independent variable was having a telemedicine appointment, defined as an audiovisual consultation started and finalized via a telemedicine platform. The outcome of interest was having a missed appointment (yes/no) after a scheduled and confirmed medical appointment. Results from this initial model were stratified by appointment type (in-person vs. telemedicine). RESULTS The analytic sample included 278,171 appointments for 85,413 unique patients. The overall missed appointment rate was 18%, and 25% of all appointments were telemedicine appointments. Compared to in-person visits, telemedicine visits were less likely to result in a missed appointment (OR = 0.87, p < .001). Compared to Whites, Asians were less likely to have a missed appointment (OR = 0.82, p < .001) while African Americans, Hispanics, and American Indians were all significantly more likely to have missed appointments (OR = 1.61, p < .001; OR = 1.19, p = .01; OR = 1.22, p < .01, respectively). Those accessing mental health services (OR = 1.57 for in-person and 0.78 for telemedicine) and living in metropolitan areas (OR = 1.15 for in-person and 0.82 for telemedicine) were more likely to miss in-person appointments but less likely to miss telemedicine appointments. Patients with frequent medical visits or those living with chronic diseases were more likely to miss in-person appointments but less likely to miss telemedicine appointments. CONCLUSIONS Telemedicine is strongly associated with fewer missed appointments. Although our findings suggest a residual lag in minority populations, specific patient populations, including those with frequent prior visits or chronic conditions, those seeking mental health services, and those living in metropolitan areas were less likely to miss telemedicine appointments than in-person visits. These findings highlight how telemedicine can enable effective and accessible care by reducing missed healthcare appointments.KEY MESSAGESTelemedicine was associated with 13% lower odds of missed appointments.Patients with frequent medical visits or those living with chronic diseases were less likely to miss telemedicine appointments but more likely to miss in-person appointments.Patients seeking mental health services were less likely to miss telemedicine appointments but more likely to miss in-person appointments.Similarly, those living in metropolitan areas were less likely to miss telemedicine appointments but more likely to miss in-person appointments.
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Affiliation(s)
- Omolola E Adepoju
- Department of Health Systems and Population Health Sciences, College of Medicine, University of Houston, Houston, TX, USA.,Humana Integrated Health System Sciences Institute, University of Houston, Houston, TX, USA
| | - Minji Chae
- Humana Integrated Health System Sciences Institute, University of Houston, Houston, TX, USA
| | - Winston Liaw
- Department of Health Systems and Population Health Sciences, College of Medicine, University of Houston, Houston, TX, USA
| | | | | | - Omar Matuk-Villazon
- Department of Health Systems and Population Health Sciences, College of Medicine, University of Houston, Houston, TX, USA
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12
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Paro A, Hyer JM, Shaikh CF, Pawlik TM. Financial Impact of Out-of-Pocket Costs Among Patients Undergoing Resection for Colorectal Carcinoma. Ann Surg Oncol 2022; 29:5387-5397. [PMID: 35430665 PMCID: PMC9013274 DOI: 10.1245/s10434-022-11755-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 03/04/2022] [Indexed: 12/14/2022]
Abstract
Introduction Little is known about the societal burden of cancer surgical care in terms of out-of-pocket (OOP) costs. The current study sought to define OOP costs incurred by patients undergoing colorectal cancer resection. Methods Privately insured patients undergoing colorectal cancer resection between 2013 and 2017 were identified from the IBM MarketScan database. Total and OOP costs were calculated within 1 year prior to and 1 year post surgery. A multivariable linear regression model was used to estimate total OOP costs relative to patient demographic and clinical characteristics. Results Among 10,935 patients, 7289 (66.7%) had primary colon cancer while 3643 (33.3%) had rectal cancer. Median total costs were US$93,967 (IQR US$51027–168,251). Median OOP costs were US$4417 (IQR US$2519–6943), or 4.5% (IQR 2.2–8.1%) of total costs. OOP costs varied over the course of patient care; specifically, median OOP costs in the preoperative period were US$432 (IQR US$130–1452) versus US$2146 (IQR US$851–3525) in the perioperative period and US$969 (IQR US$327–2239) in the postoperative period. On multivariable analysis, receipt of chemotherapy (+US$1368, 95%CI +US$1211 to +US$1525) or radiotherapy (+US$842, 95% CI +US$626 to +US$1059) was associated with higher total OOP costs. Patients with a health maintenance organization (HMO) (−US$2119, 95% CI −US$2550 to −US$1689) or a point-of-service plan (−US$938, 95% CI −US$1385 to −US$491) had lower total OOP costs than patients with comprehensive insurance. In contrast, patients with a consumer-driven or a high-deductible health plan had considerably higher total OOP costs than patients with comprehensive insurance (+US$1400, 95% CI +US$972 to +US$1827 and +US$3243, 95% CI +US$2767 to +US$3717, respectively). Conclusions Privately insured colorectal cancer patients undergoing surgical resection pay a median of US$4417 in OOP costs, or 4.5% of total costs. OOP costs varied with receipt of chemotherapy or radiotherapy, region of residence, and insurance plan type. Supplementary Information The online version contains supplementary material available at 10.1245/s10434-022-11755-2.
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Affiliation(s)
- Alessandro Paro
- Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Hospital and Solove Research Institute, Columbus, OH, USA
| | - J Madison Hyer
- Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Hospital and Solove Research Institute, Columbus, OH, USA
| | - Chanza F Shaikh
- Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Hospital and Solove Research Institute, Columbus, OH, USA
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Hospital and Solove Research Institute, Columbus, OH, USA.
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13
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Weinmeyer RM, McHugh M, Coates E, Bassett S, O'Dwyer LC. Employer-Led Strategies to Improve the Value of Health Spending: A Systematic Review. J Occup Environ Med 2022; 64:218-225. [PMID: 35244086 PMCID: PMC8887846 DOI: 10.1097/jom.0000000000002395] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVE To systematically review studies that evaluated the impact of employer-led efforts in the United States to improve the value of health spending, where employers have implemented changes to their health benefits to reduce costs while improving or maintaining quality. METHODS We included all studies of employer-led health benefit strategies that reported outcomes for both employer health spending and employee health outcomes. RESULTS Our search returned 44 studies of employer health benefit changes that included measures of both health spending and quality. The most promising efforts were those that lowered or eliminated cost sharing for primary care or medications for chronic illnesses. High deductible health plans with a savings option appeared less promising. CONCLUSIONS More research is needed on the characteristics and contexts in which these benefit changes were implemented, and on actions that address employers' current concerns.
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Affiliation(s)
- Richard M Weinmeyer
- Northwestern University, Chicago, Illinois (Dr Weinmeyer, Dr McHugh, Dr Basset, and Ms O'Dwyer); UnitedHealth Group, Minneapolis, Minnesota (Ms Coates)
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Islami F, Guerra CE, Minihan A, Yabroff KR, Fedewa SA, Sloan K, Wiedt TL, Thomson B, Siegel RL, Nargis N, Winn RA, Lacasse L, Makaroff L, Daniels EC, Patel AV, Cance WG, Jemal A. American Cancer Society's report on the status of cancer disparities in the United States, 2021. CA Cancer J Clin 2022; 72:112-143. [PMID: 34878180 DOI: 10.3322/caac.21703] [Citation(s) in RCA: 116] [Impact Index Per Article: 58.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 09/07/2021] [Indexed: 02/06/2023] Open
Abstract
In this report, the authors provide comprehensive and up-to-date US data on disparities in cancer occurrence, major risk factors, and access to and utilization of preventive measures and screening by sociodemographic characteristics. They also review programs and resources that have reduced cancer disparities and provide policy recommendations to further mitigate these inequalities. The overall cancer death rate is 19% higher among Black males than among White males. Black females also have a 12% higher overall cancer death rate than their White counterparts despite having an 8% lower incidence rate. There are also substantial variations in death rates for specific cancer types and in stage at diagnosis, survival, exposure to risk factors, and receipt of preventive measures and screening by race/ethnicity, socioeconomic status, and geographic location. For example, kidney cancer death rates by sex among American Indian/Alaska Native people are ≥64% higher than the corresponding rates in each of the other racial/ethnic groups, and the 5-year relative survival for all cancers combined is 14% lower among residents of poorer counties than among residents of more affluent counties. Broad and equitable implementation of evidence-based interventions, such as increasing health insurance coverage through Medicaid expansion or other initiatives, could substantially reduce cancer disparities. However, progress will require not only equitable local, state, and federal policies but also broad interdisciplinary engagement to elevate and address fundamental social inequities and longstanding systemic racism.
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Affiliation(s)
- Farhad Islami
- Cancer Disparity Research, Department of Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Carmen E Guerra
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Adair Minihan
- Screening and Risk Factors Research, Department of Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - K Robin Yabroff
- Health Services Research, Department of Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Stacey A Fedewa
- Screening and Risk Factors Research, Department of Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Kirsten Sloan
- Public Policy, American Cancer Society Cancer Action Network, Washington, District of Columbia
| | - Tracy L Wiedt
- Health Equity, Prevention and Early Detection, American Cancer Society, Atlanta, Georgia
| | - Blake Thomson
- Cancer Disparity Research, Department of Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Rebecca L Siegel
- Surveillance Research, Department of Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Nigar Nargis
- Tobacco Control Research, Department of Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Robert A Winn
- Massey Cancer Center, Virginia Commonwealth University, Richmond, Virginia
| | - Lisa Lacasse
- American Cancer Society Cancer Action Network, Washington, District of Columbia
| | - Laura Makaroff
- Prevention and Early Detection, American Cancer Society, Atlanta, Georgia
| | - Elvan C Daniels
- Extramural Discovery Science, American Cancer Society, Atlanta, Georgia
| | - Alpa V Patel
- Department of Population Science, American Cancer Society, Atlanta, Georgia
| | - William G Cance
- Office of the Chief Medical and Scientific Officer, American Cancer Society, Atlanta, Georgia
| | - Ahmedin Jemal
- Department of Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
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15
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Ortiz SE, Segel JE, Tran LM. Health Savings Plans and Disparities in Access to Care by Race and Ethnicity. Am J Prev Med 2021; 61:e81-e92. [PMID: 33985836 DOI: 10.1016/j.amepre.2021.02.020] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 02/02/2021] [Accepted: 02/04/2021] [Indexed: 11/17/2022]
Abstract
INTRODUCTION High-deductible health plans are often touted to motivate patients to become informed healthcare purchasers; however, racial/ethnic minorities report that high deductibles prevent them from seeking the needed care. One proposed way to mitigate the financial burden of high-deductible health plans is the use of health savings plans. This cross-sectional study investigates whether chronically ill Blacks and Hispanics enrolled in high-deductible health plans experience greater access to care difficulties than non-Hispanic Whites and whether racial/ethnic disparities are mitigated by the use of health savings plans. METHODS Weighted, multivariate, linear probability regression models were estimated (analyses were conducted in December 2020), adjusting for individual attributes and contextual factors that may explain the variation in health care access. Chronically ill, U.S.-born Black, Hispanic, and White adults enrolled in a high-deductible health plan from the National Health Interview Survey in 2011-2018 were included. Associations were tested among 3 independent variables-being Black, being Hispanic, and health savings plan utilization (and their interaction)-and access to healthcare outcomes of interest, including affordability-related access, provider-related access, and delayed care. RESULTS Blacks and Hispanics were less likely to use health savings plans, and Blacks were more likely to experience problems with access to health care. Although the use of health savings plans was found to have a minimal effect on reducing racial/ethnic disparities in affordability-related access, there was also evidence that health savings plans compounded racial/ethnic disparities in provider-related access. CONCLUSIONS Understanding how health savings plans function to improve access to care within racial/ethnic minority groups may help to inform policy approaches related to their use.
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Affiliation(s)
- Selena E Ortiz
- Department of Health Policy and Administration, The Pennsylvania State University, University Park, Pennsylvania.
| | - Joel E Segel
- Department of Health Policy and Administration, The Pennsylvania State University, University Park, Pennsylvania
| | - Linh M Tran
- Department of Health Policy and Administration, The Pennsylvania State University, University Park, Pennsylvania
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