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Weisz D, Gusmano MK, Amba V, Rodwin VG. Has the Expansion of Health Insurance Coverage via the Implementation of the Affordable Care Act Influenced Inequities in Coronary Revascularization in New York City? J Racial Ethn Health Disparities 2024; 11:1783-1790. [PMID: 37338791 DOI: 10.1007/s40615-023-01650-1] [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: 04/16/2023] [Revised: 05/14/2023] [Accepted: 05/15/2023] [Indexed: 06/21/2023]
Abstract
BACKGROUND/PURPOSE In 2014, New York City implemented the Affordable Care Act (ACA) leading to insurance coverage gains intended to reduce inequities in healthcare services use. The paper documents inequalities in coronary revascularization procedures (percutaneous coronary intervention and coronary artery bypass grafting) usage by race/ethnicity, gender, insurance type, and income before and after the implementation of the ACA. METHODS We used data from the Healthcare Cost and Utilization Project to identify NYC patients hospitalized with the diagnosis of coronary artery disease (CAD) and/or congestive heart failure (CHF) in 2011-2013 (pre-ACA) and 2014-2017 (post-ACA). Next, we calculated age-adjusted rates of CAD and/or CHF hospitalization and coronary revascularization. Logistic regression models were used to identify the variables associated with receiving a coronary revascularization in each period. RESULTS Age-adjusted rates of CAD and/or CHF hospitalization and coronary revascularization in patients 45-64 years of age and 65 years of age and older declined in the post-ACA period. Disparities by gender, race/ethnicity, insurance type, and income in the use of coronary revascularization persist in the post-ACA period. CONCLUSIONS Although this health care reform law led to the narrowing of inequities in the use of coronary revascularization, disparities persist in NYC in the post-ACA period.
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Affiliation(s)
- Daniel Weisz
- Columbia University Robert N. Butler Columbia Aging Center, 722 West 168Th Street, New York, NY, 10032, USA.
| | - Michael K Gusmano
- Lehigh University College of Health, 124 East Morton Street, Bethlehem, PA, 18015, USA
- The Hastings Center, 21 Malcom Gordon Road, Garrison, NY, 10524, USA
| | - Vineeth Amba
- Rutgers University Robert Wood Johnson Medical School, 675 Hoes Lane West, Piscataway, NJ, 08854, USA
| | - Victor G Rodwin
- New York University Robert. F Wagner Graduate School of Public Service, 295 Lafayette St, New York, NY, 10012, USA
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Glenn NM, Yashadhana A, Jaques K, Belon A, de Leeuw E, Nykiforuk CIJ, Harris P. The Generative Mechanisms of Financial Strain and Financial Well-Being: A Critical Realist Analysis of Ideology and Difference. Int J Health Policy Manag 2022; 12:6930. [PMID: 37579468 PMCID: PMC10125179 DOI: 10.34172/ijhpm.2022.6930] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 10/15/2022] [Indexed: 08/16/2023] Open
Abstract
BACKGROUND Rapid, strategic action is required to mitigate the negative and unequal impact of the coronavirus disease 2019 (COVID-19) pandemic on the financial well-being (FWB) of global populations. Personal financial strain (FS) worsened most significantly among systematically excluded groups. Targeted government- and community-led initiatives are needed to address these inequities. The purpose of this applied research was to identify what works for whom, under what conditions, and why in relation to community and government initiatives that promote personal and household FWB and/or address FS in high income economies. METHODS We employed a critical realist analysis to literature that reported on FWB/FS initiatives in high income countries. This included initiatives introduced in response to the pandemic as well as those that began prior to the pandemic. We included sources based on a rapid review. We coded academic, published literature (n=39) and practice-based (n=36) reports abductively to uncover generative mechanisms - ie, underlying, foundational factors related to community or government initiatives that either constrained and/or enabled FWB and FS. RESULTS We identified two generative mechanisms: (1) neoliberal ideology; and (2) social equity ideology. A third mechanism, social location (eg, characteristics of identity, location of residence), cut across the two ideologies and demonstrated for whom the initiatives worked (or did not) in what circumstances. Neoliberal ideology (ie, individual responsibility) dominated initiative designs, which limited the positive impact on FS. This was particularly true for people who occupied systematically excluded social locations (eg, low-income young mothers). Social equity-based initiatives were less common within the literature, yet mostly had a positive impact on FWB and produced equitable outcomes. CONCLUSION Equity-centric initiatives are required to improve FWB and reduce FS among systemically excluded and marginalized groups. These findings are of relevance now as nations strive for financial recovery in the face of the ongoing global pandemic.
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Affiliation(s)
- Nicole M. Glenn
- Centre for Healthy Communities, School of Public Health, University of Alberta, Edmonton, AB, Canada
- PolicyWise for Children & Families, Edmonton, AB, Canada
| | - Aryati Yashadhana
- Centre for Health Equity Training Research & Evaluation (CHETRE), University of New South Wales, Sydney, NSW, Australia
- Centre for Primary Health Care and Equity, University of New South Wales, Sydney, NSW, Australia
- Ingham Institute for Applied Medical Research, Sydney, NSW, Australia
- School of Social Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Karla Jaques
- Centre for Health Equity Training Research & Evaluation (CHETRE), University of New South Wales, Sydney, NSW, Australia
- Centre for Primary Health Care and Equity, University of New South Wales, Sydney, NSW, Australia
- Ingham Institute for Applied Medical Research, Sydney, NSW, Australia
| | - Ana Belon
- Centre for Healthy Communities, School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Evelyne de Leeuw
- Centre for Primary Health Care and Equity, University of New South Wales, Sydney, NSW, Australia
| | - Candace I. J. Nykiforuk
- Centre for Healthy Communities, School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Patrick Harris
- Centre for Health Equity Training Research & Evaluation (CHETRE), University of New South Wales, Sydney, NSW, Australia
- Centre for Primary Health Care and Equity, University of New South Wales, Sydney, NSW, Australia
- Ingham Institute for Applied Medical Research, Sydney, NSW, Australia
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Datta BK, Fazlul I. Role of Subsidized Coverage Eligibility in Medication Adherence Among Patients With Hypertension and Diabetes: Evidence From the NHIS 2011-2018. AJPM FOCUS 2022; 1:100021. [PMID: 37791239 PMCID: PMC10546521 DOI: 10.1016/j.focus.2022.100021] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Introduction The subsidized insurance provision under the Affordable Care Act is an important instrument for health insurance coverage among middle-income nonelderly individuals. However, unlike the health impacts of the Medicaid expansion under the Affordable Care Act, the impact of subsidized insurance is relatively less explored in extant literature. This study aims to assess the role of subsidized coverage eligibility in medication adherence among nonelderly patients with hypertension and diabetes in the U.S. Methods Using pooled data from 8 rounds (2011-2018) of the National Health Interview Survey, we estimated a difference-in-differences model to examine the change in medication adherence among study participants with a household income of 150%-399% of the Federal Poverty Line compared with that among their counterparts with a household income of ≥400% of the Federal Poverty Line during pre‒ and post‒Affordable Care Act periods. We also performed event study analysis and falsification tests to check the validity of our quasi-experimental design. Analyses were conducted in 2022. Results Medication adherence in the treatment group increased by 4.5 percentage points (95% CI=2.8, 6.2) during the post‒Affordable Care Act periods, whereas the increase was only 1.8 percentage points (95% CI=0.6, 3.0) in the control group. Results of the difference-in-differences model suggest that because of the subsidized insurance under the Affordable Care Act, medication adherence in the treatment group increased by 3.1 percentage points (95% CI=1.0, 5.2) during the post‒Affordable Care Act periods, compared with that in the control group. This increase was attributable to the improved insurance coverage, which increased by 6.8 percentage points (95% CI=5.3, 8.4) in the treatment during the post‒Affordable Care Act periods. Conclusions Our analyses generate evidence that middle-income individuals with hypertensive or diabetic conditions, who were eligible for the subsidized coverage, benefited from this provision of the Affordable Care Act.
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Affiliation(s)
- Biplab K. Datta
- Institute of Public and Preventive Health, Augusta University, Augusta, Georgia
- Department of Population Health Sciences, Medical College of Georgia, Augusta University, Augusta, Georgia
| | - Ishtiaque Fazlul
- Coles College of Business, Kennesaw State University, Kennesaw, Georgia
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Preventing Financial Strain for Low- and Moderate-Income Adults: a Comparison of Medicaid, Marketplace, and Employer-Sponsored Insurance. J Gen Intern Med 2022; 37:2373-2381. [PMID: 34524622 PMCID: PMC8442638 DOI: 10.1007/s11606-021-07100-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 08/13/2021] [Indexed: 01/28/2023]
Abstract
BACKGROUND Medicaid expansion and subsidized private plans purchased on the Affordable Care Act's (ACA) Marketplaces accounted for most of the ACA's coverage gains. OBJECTIVE Compare access to care and financial strain between Medicaid and Marketplace plans, and benchmark these against employer-sponsored insurance (ESI) plans. DESIGN Cross-sectional survey PARTICIPANTS: A nationally representative, non-institutionalized sample of 37,219 non-elderly adults with incomes up to 400% of the federal poverty level between 2015 and 2018, and a sub-group of individuals with chronic diseases. MAIN MEASURES Self-reported barriers to accessing care, cost-related medication non-adherence, and financial strain. KEY RESULTS Marketplace enrollees were more likely than Medicaid enrollees to delay or avoid care due to cost (19.3% vs 10.0%; adjusted difference (AD), 8.6 [95% CI, 6.8 to 10.4]) and report difficulties affording specialty care (7.7% vs 6.6%; AD, 1.8% [95% CI, 0.3% to 3.3%]), while there were no differences in having insurance accepted by a doctor or ability to afford dental care. Marketplace enrollees were also more likely to report cost-related medication non-adherence (21.5% vs 20.0%; AD, 4.0 [CI, 1.5 to 6.4]), be very worried about not being able to pay medical costs in case of a serious accident (32.3% vs 25.8%; AD, 6.4 [CI, 4.2 to 8.6]), have expenses exceeding $2000 (22.4% vs 5.4%; AD, 8.3 [CI, 6.2 to 10.3]), and have problems paying medical bills (18.4% vs 15.6%; AD, 1.8 [CI, 0.3 to 3.9]). Marketplace-Medicaid differences were larger among persons with a chronic disease. Individuals in ESI plans fared better for most, but not all, outcomes. CONCLUSION Medicaid offers better protections than Marketplace plans on most measures of access and financial strain.
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Datta BK, Mehrabian D, Gummadi A, Goyal A, Mansouri S, Coughlin SS, Johnson JA. Racial and Ethnic Inequities in Financial Hardship Among CVD Patients in the USA During the Pre- and Post-Affordable Care Act Era. J Racial Ethn Health Disparities 2022:10.1007/s40615-022-01345-z. [DOI: 10.1007/s40615-022-01345-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 05/27/2022] [Accepted: 05/31/2022] [Indexed: 10/18/2022]
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Petrilli J, Strang L, Von Haunalter E, Costa J, Coughlin E, Mhaskar R. Factors Influencing Healthcare Utilization Among Patients at Three Free Clinics. J Community Health 2022; 47:604-609. [PMID: 35366126 DOI: 10.1007/s10900-022-01083-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/07/2022] [Indexed: 10/18/2022]
Abstract
Despite improvements in healthcare for uninsured persons, health disparities remain. We surveyed patients at three free clinics in an urban Florida community to better understand the factors that influence where they seek healthcare. Survey questions were developed based on factors previously demonstrated to affect healthcare utilization. A focus group validated the instrument. Patients self-administered written surveys over a 6-week period at three free clinics, including a student-run free clinic (SRFC). Results were compiled and analyzed using Chi-square and Fisher-Freeman-Halton Exact tests, Kruskal-Wallis test, Mann-Whitney U test, and Spearman's rho, as appropriate. Odds ratios were calculated for significant findings (p < 0.05). Patients completed 323 surveys. Free clinic visit frequency was positively related to female gender, Hispanic ethnicity, higher income, and poorer health. Black race was related to less frequent visits. Visit frequency differed among the clinic sites. Patients attending a SRFC were more likely to utilize another clinic. Patient satisfaction was not related to visit frequency. Seeking care at other clinics was related to employment. Emergency room utilization was positively related to male gender. Patients listed proximity and ability to receive care not offered at the free clinic as the primary reasons for seeking care at another clinic. In this sample, free clinic utilization was related to demographic and community factors. Free clinics should consider these factors when designing their care delivery. SRFC's should further evaluate how they function in the safety net.
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Affiliation(s)
- J Petrilli
- Department of Family Medicine, University of South Florida Morsani College of Medicine, 13330 USF Laurel Drive, Tampa, FL, 33612, USA.
| | - L Strang
- University of South Florida Morsani College of Medicine, Tampa, USA
| | - E Von Haunalter
- University of South Florida Morsani College of Medicine, Tampa, USA
| | - J Costa
- Department of Family Medicine, University of South Florida Morsani College of Medicine, 13330 USF Laurel Drive, Tampa, FL, 33612, USA
| | - E Coughlin
- Department of Medical Education, University of South Florida Morsani College of Medicine, Tampa, USA
| | - R Mhaskar
- Department of Internal Medicine, University of South Florida Morsani College of Medicine, Tampa, USA
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Etcheson JI, Mohamed NS, Dávila Castrodad IM, Remily EA, Wilkie WA, Edwards WO, Keleman MN, Nace J, Delanois RE. National Trends for Reverse Shoulder Arthroplasty After the Affordable Care Act: An Analysis From 2011 to 2015. Orthopedics 2022; 45:97-102. [PMID: 34978514 DOI: 10.3928/01477447-20211227-08] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Few studies have investigated nationwide patient trends and health care costs for reverse shoulder arthroplasty (RSA) after 2014. This study uses a large validated nationwide database to retrospectively assess changes in patient and hospital demographic features, hospital costs, and hospital charges for inpatient RSA procedures before and after implementation of the Affordable Care Act. The National Inpatient Sample database was used to identify all patients who underwent RSA between January 2011 and December 2015, yielding 163,171 patients (63.4% female; mean age, 72 years). Categorical data were assessed with chi-square/Fisher's exact test, and continuous data were assessed with analysis of variance. There was an increased proportion of RSA recipients identifying as Hispanic (4.1% to 4.8%) and Native American (0.1% to 0.4%; P<.0001). The proportion of patients who had Medicaid (1.4% to 2.4%) and private insurance (15.1% to 16.6%) increased as well (P<.0001). A decrease in mean hospital costs occurred between 2011 and 2015 (-$256; P=.002), whereas an increase occurred in hospital charges (+$6,314; P<.001). These findings provide insight on RSA use and patient demographic trends in the United States. Additionally, these results help to capture the effects of extended health coverage and new reimbursement models on hospital costs and charges. [Orthopedics. 2022;45(2):97-102.].
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Lombardi CM, Bullinger LR, Gopalan M. Better Late Than Never: Effects of Late ACA Medicaid Expansions for Parents on Family Health-Related Financial Well-Being. INQUIRY : A JOURNAL OF MEDICAL CARE ORGANIZATION, PROVISION AND FINANCING 2022; 59:469580221133215. [PMID: 36354062 PMCID: PMC9661594 DOI: 10.1177/00469580221133215] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 09/23/2022] [Accepted: 09/29/2022] [Indexed: 09/08/2024]
Abstract
Public health insurance eligibility for low-income adults has improved adult economic well-being. But whether parental public health insurance eligibility has spillover effects on children's health insurance coverage and family health-related financial well-being is less understood. We use the 2016 to 2020 National Survey of Children's Health (NSCH) to estimate the effects of Medicaid expansions through the Affordable Care Act (ACA) for parents on child health insurance coverage, parents' employment decisions due to child health, and family health-related financial well-being. We compare children in low-income families in states that expanded Medicaid for parents after 2015 to states that never expanded in a difference-in-differences framework. We find that these expansions were associated with increases in children's public health insurance coverage by 5.5 percentage points and reductions in private coverage by 5 percentage points. We additionally find that parents were less likely to avoid changing jobs for health insurance reasons and children's medical expenses were less likely to exceed $1000. We find no evidence that the expansions affected children's dual coverage and uninsurance. Our estimates are robust to falsification and sensitivity analyzes. Our findings also suggest that benefits on children's medical expenses are concentrated in the families with the greatest financial need.
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High BMI Predicts Attention to Less Healthy Product Sets: Can a Prompt Lead to Consideration of Healthier Sets of Products? Nutrients 2021; 13:nu13082620. [PMID: 34444780 PMCID: PMC8400244 DOI: 10.3390/nu13082620] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 07/19/2021] [Accepted: 07/27/2021] [Indexed: 01/08/2023] Open
Abstract
While the food environment has been implicated in diet-related health disparities, individuals’ ability to shape the food environment by limiting attention to a subset of products has not been studied. We examine the relationship between BMI category and consideration set—the products the individual considers before making a final choice—in an online hypothetical shopping experiment. Specifically, we focus on the healthiness of the consideration set the individual selected. Secondly, we examined the interaction of a health prompt (versus a no-prompt control) with BMI category on the healthiness of the consideration set. We used linear probability models to document the relationship between weight status and consideration set, between prompt and consideration set, and the effect of the interaction between prompt and weight status on consideration set. We found that (1) obese individuals are 10% less likely to shop from a consideration set that includes the healthy options, (2) viewing the prompt increased the probability of choosing a healthy consideration set by 9%, and (3) exposure to the prompt affected individuals in different BMI categories equally. While obese individuals are more likely to ignore healthier product options, a health-focused prompt increases consideration of healthy options across all BMI categories.
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Community-dwelling older adults who are low-income and disabled weathering financial challenges. Geriatr Nurs 2021; 42:901-907. [PMID: 34098443 DOI: 10.1016/j.gerinurse.2021.04.025] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 04/26/2021] [Accepted: 04/28/2021] [Indexed: 11/20/2022]
Abstract
Despite interventions aiming to improve outcomes among older adults experiencing financial challenges, the challenges and strategies employed to handle them are poorly understood. This study examined the experiences of financial challenges among low-income adults aged ≥65 years. Eleven semi-structured interviews were analyzed using thematic analyses. An overarching theme was "I guess it balances", capturing attempts to maintain hope and proactively address challenges despite stress, uncertainty and limitations. Balancing was demonstrated within four domains, including cognitive bandwidth ("think a lot" versus "I don't dwell on that"), emotional experience ("depressing" versus "be thankful"), learned resilience ("that was a shock" versus "there's always a way"), and meeting daily needs ("we learned to do without" versus "take a dollar and stretch it"). Participants described being weathered by challenges and using predominately high-effort coping strategies to weather the challenges. These findings call for strengthening the safety net for older adults facing financial challenges.
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Gaffney A, Woolhandler S, Himmelstein D. The Effect of Large-scale Health Coverage Expansions in Wealthy Nations on Society-Wide Healthcare Utilization. J Gen Intern Med 2020; 35:2406-2417. [PMID: 31745857 PMCID: PMC7403378 DOI: 10.1007/s11606-019-05529-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 09/25/2019] [Accepted: 10/28/2019] [Indexed: 10/25/2022]
Abstract
Most analysts project that a reform like Medicare-for-All that lowers financial barriers to care would cause a surge in the utilization of services, raising costs despite stable or even reduced prices. However, the finite supply of physicians and hospital beds could constrain such utilization increases. We reviewed the effects of 13 universal coverage expansions in capitalist nations on physician and hospital utilization, beginning with New Zealand's 1938 Social Security Act up through the 2010 Affordable Care Act in the USA. Almost all coverage expansions had either a small (i.e., < 10%) or no effect on society-wide utilization. However, coverage expansions often redistributed care-increasing use among newly covered groups while producing small, offsetting reductions among those already covered. We conclude that in wealthy nations, large-scale coverage expansions need not cause overall utilization to surge if provider supply is controlled. However, such reforms could redirect care towards patients who most need it.
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Affiliation(s)
- Adam Gaffney
- Harvard Medical School, Cambridge Health Alliance, 1493 Cambridge Street, Cambridge, MA 02138 USA
| | - Steffie Woolhandler
- Harvard Medical School, Cambridge Health Alliance, 1493 Cambridge Street, Cambridge, MA 02138 USA
- City University of New York at Hunter College, New York, USA
| | - David Himmelstein
- Harvard Medical School, Cambridge Health Alliance, 1493 Cambridge Street, Cambridge, MA 02138 USA
- City University of New York at Hunter College, New York, USA
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Han X, Zhao J, Zheng Z, de Moor JS, Virgo KS, Yabroff KR. Medical Financial Hardship Intensity and Financial Sacrifice Associated with Cancer in the United States. Cancer Epidemiol Biomarkers Prev 2020; 29:308-317. [PMID: 31941708 DOI: 10.1158/1055-9965.epi-19-0460] [Citation(s) in RCA: 79] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Revised: 08/21/2019] [Accepted: 11/22/2019] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND With rising costs of cancer care, this study aims to estimate the prevalence of, and factors associated with, medical financial hardship intensity and financial sacrifices due to cancer in the United States. METHODS We identified 963 cancer survivors from the 2016 Medical Expenditures Panel Survey - Experiences with Cancer. Medical financial hardship due to cancer was measured in material (e.g., filed for bankruptcy), psychological (e.g., worry about paying bills and finances), and behavioral (e.g., delaying or forgoing care due to cost) domains. Nonmedical financial sacrifices included changes in spending and use of savings. Multivariable logistic models were used to identify characteristics associated with hardship intensity and sacrifices stratified by age group (18-64 or 65+ years). RESULTS Among cancer survivors ages 18 to 64 years, 53.6%, 28.4%, and 11.4% reported at least one, two, or all three domains of hardship, respectively. Among survivors ages 65+ years, corresponding percentages were 42.0%, 12.7%, and 4.0%, respectively. Moreover, financial sacrifices due to cancer were more common in survivors ages 18 to 64 years (54.2%) than in survivors 65+ years (38.4%; P < 0.001). Factors significantly associated with hardship intensity in multivariable analyses included low income and educational attainment, racial/ethnic minority, comorbidity, lack of private insurance coverage, extended employment change, and recent cancer treatment. Most were also significantly associated with financial sacrifices. CONCLUSIONS Medical financial hardship and financial sacrifices are substantial among cancer survivors in the United States, particularly for younger survivors. IMPACT Efforts to mitigate financial hardship for cancer survivors are warranted, especially for those at high risk.
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Affiliation(s)
- Xuesong Han
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia.
| | - Jingxuan Zhao
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
| | - Zhiyuan Zheng
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
| | - Janet S de Moor
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland
| | - Katherine S Virgo
- Department of Health Policy and Management, Emory University, Atlanta, Georgia
| | - K Robin Yabroff
- Surveillance and Health Services Research Program, American Cancer Society, Atlanta, Georgia
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Sineshaw HM, Sahar L, Osarogiagbon RU, Flanders WD, Yabroff KR, Jemal A. County-Level Variations in Receipt of Surgery for Early-Stage Non-small Cell Lung Cancer in the United States. Chest 2020; 157:212-222. [PMID: 31813533 PMCID: PMC6965692 DOI: 10.1016/j.chest.2019.09.016] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 09/09/2019] [Accepted: 09/12/2019] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Although counties are the smallest geographic level for comprehensive health-care delivery analysis, little is known about county-level variations in receipt of curative-intent surgery for early-stage non-small cell lung cancer (NSCLC) and factors contributing to such variations in the United States. METHODS A total of 179,189 patients aged ≥ 35 years who were diagnosed with stage I to II NSCLC between 2007 and 2014 in 2,263 counties were identified from 39 states, the District of Columbia, and Detroit population-based cancer registries; the data were compiled by the North American Association of Central Cancer Registries. The percentage of patients who underwent surgery was calculated for each county with ≥ 20 cases. Adjusted risk ratios were generated by using generalized estimating equation models with modified Poisson regression. RESULTS Receipt of surgery for early-stage NSCLC during 2007 to 2014 according to county ranged from 12.8% to 48.6% in the lowest decile of counties, to 74.3% to 91.7% in the highest decile of counties. There were pockets of low surgery receipt rate counties within each state. For example, there was a 25% absolute difference between the lowest and highest surgery receipt rate counties in Massachusetts. Counties in the lowest quartile for receipt of surgery were those with a high proportion of non-Hispanic black subjects, high poverty and uninsured rates, low surgeon-to-population ratio, and nonmetropolitan status. CONCLUSIONS Receipt of curative-intent surgery for early-stage NSCLC varied substantially across counties in the United States, with pockets of low receipt counties in each state. Low surgery receipt counties were characterized by unfavorable area-level socioeconomic and health-care delivery factors.
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Affiliation(s)
| | | | | | - W Dana Flanders
- American Cancer Society, Atlanta, GA; Rollins School of Public Health, Emory University, Atlanta, GA
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Gaffney A, McCormick D, Bor D, Woolhandler S, Himmelstein D. Coverage Expansions and Utilization of Physician Care: Evidence From the 2014 Affordable Care Act and 1966 Medicare/Medicaid Expansions. Am J Public Health 2019; 109:1694-1701. [PMID: 31622135 DOI: 10.2105/ajph.2019.305330] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Objectives. To evaluate the effects of the 2 major coverage expansions in US history-Medicare/Medicaid in 1966 and the Affordable Care Act (ACA) in 2014-on the utilization of physician care.Methods. Using the National Health Interview Survey (1963-1969; 2011-2016), we analyzed trends in utilization of physician services society-wide and by targeted subgroups.Results. Following Medicare/Medicaid's implementation, society-wide utilization remained unchanged. While visits by low-income persons increased 6.2% (P < .01) and surgical procedures among the elderly increased 14.7% (P < .01), decreases among nontargeted groups offset these increases. After the ACA, society-wide utilization again remained unchanged. Increased utilization among targeted low-income groups (e.g., a 3.5-percentage-point increase in the proportion of persons earning less than or equal to 138% of the federal poverty level with at least 1 office visit [P < .001]) was offset by small, nonsignificant reductions among the nontargeted population.Conclusions. Past coverage expansions in the United States have redistributed physician care, but have not increased society-wide utilization in the short term, possibly because of the limited supply of physicians.Public Health Implications. These findings suggest that future expansions may not cause unaffordable surges in utilization.
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Affiliation(s)
- Adam Gaffney
- All of the authors are with the Cambridge Health Alliance, Department of Medicine, Harvard Medical School, Cambridge, MA. Steffie Woolhandler and David Himmelstein are also with the City University of New York at Hunter College, New York
| | - Danny McCormick
- All of the authors are with the Cambridge Health Alliance, Department of Medicine, Harvard Medical School, Cambridge, MA. Steffie Woolhandler and David Himmelstein are also with the City University of New York at Hunter College, New York
| | - David Bor
- All of the authors are with the Cambridge Health Alliance, Department of Medicine, Harvard Medical School, Cambridge, MA. Steffie Woolhandler and David Himmelstein are also with the City University of New York at Hunter College, New York
| | - Steffie Woolhandler
- All of the authors are with the Cambridge Health Alliance, Department of Medicine, Harvard Medical School, Cambridge, MA. Steffie Woolhandler and David Himmelstein are also with the City University of New York at Hunter College, New York
| | - David Himmelstein
- All of the authors are with the Cambridge Health Alliance, Department of Medicine, Harvard Medical School, Cambridge, MA. Steffie Woolhandler and David Himmelstein are also with the City University of New York at Hunter College, New York
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Alharbi A, Khan MM, Horner R, Brandt H, Chapman C. Impact of removing cost sharing under the affordable care act (ACA) on mammography and pap test use. BMC Public Health 2019; 19:370. [PMID: 30943933 PMCID: PMC6446257 DOI: 10.1186/s12889-019-6665-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Accepted: 03/15/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The Affordable Care Act (ACA) required private insurers and Medicare to cover recommended preventive services without any cost sharing to improve utilization of these services. This study is an attempt to identify the impact of removing cost sharing on mammography and pap test utilization rates. METHODS Counterfactual analysis was used to predict what would have been the screening rates in post-ACA if ACA was not there. This was done by estimating a model that examines determinants of dependent variable for the pre-ACA year (pre-ACA year is 2009). The estimated model was then used to predict the dependent variable for the post-ACA year using individual characteristics and other relevant variables unlikely to be affected by ACA (post-ACA year is 2016). Effect of ACA is defined as the difference between the values of dependent variables in post-ACA and the predicted values of dependent variables in the post-ACA year using counterfactual. RESULTS The counterfactual analysis show that the utilization of mammogram and pap test did not improve following ACA. CONCLUSION Removal of cost-sharing under the ACA did not improve mammography or pap test rates. Therefore, financial barrier may not be an important factor in affecting utilization of the screening tests and policy makers should focus on other non-financial barriers in order to improve coverage of the tests.
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Affiliation(s)
- Abeer Alharbi
- Health Services Policy and Management department, Arnold School of Public Health, University of South Carolina, Columbia, SC USA
| | - M. Mahmud Khan
- Health Services Policy and Management department, Arnold School of Public Health, University of South Carolina, Columbia, SC USA
| | - Ronnie Horner
- Health Services Policy and Management department, Arnold School of Public Health, University of South Carolina, Columbia, SC USA
| | - Heather Brandt
- Health Promotion, Education, and Behavior department, Arnold School of Public Health, University of South Carolina, Columbia, SC USA
| | - Cole Chapman
- Health Services Policy and Management department, Arnold School of Public Health, University of South Carolina, Columbia, SC USA
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