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Soni A, Griffith KN. The Protective Role of Medicaid Expansion for Low-Income People During the COVID-19 Pandemic. Health Serv Res 2025; 60 Suppl 2:e14444. [PMID: 39891562 DOI: 10.1111/1475-6773.14444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 12/19/2024] [Accepted: 01/08/2025] [Indexed: 02/03/2025] Open
Affiliation(s)
- Aparna Soni
- Department of Health Policy and Management, Indiana University Indianapolis, Indianapolis, Indiana, USA
| | - Kevin N Griffith
- Department of Health Policy, Vanderbilt University, Nashville, Tennessee, USA
- Partnered Evidence-Based Policy Resource Center, Veterans Health Administration, Boston, Massachusetts, USA
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Kulbak D, Dinh D, Larson AE, Suchocki A, Springer R, Marino M, DeVoe JE, Hwang J, Huguet N. The Impact of Medicaid Expansion on Acute Diabetes Complication by Care Delivery Settings. J Prim Care Community Health 2025; 16:21501319251320161. [PMID: 39949206 PMCID: PMC11826838 DOI: 10.1177/21501319251320161] [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: 12/12/2024] [Revised: 01/17/2025] [Accepted: 01/22/2025] [Indexed: 02/16/2025] Open
Abstract
OBJECTIVE This study evaluates whether gaining Medicaid following the Affordable Care Act (ACA) expansion led to changes in the rate of acute diabetes complications diagnosed in primary care settings, relative to in inpatient, emergency department (ED), or urgent care (UC) settings. METHODS This retrospective cohort study used Medicaid administrative claims data linked to electronic health records for 3767 patients, aged 19 to 64 years, who experienced acute preventable complications of diabetes between 2014 and 2019 diagnosed in inpatient, ED, UC, or primary care settings in the state of Oregon. These patients were classified as either continuously Medicaid-insured or having gained Medicaid. RESULTS Annual rates of acute complications diagnosed in primary care and inpatient/ED/UC settings increased for both continuously [Adjusted Rate Ratio (aRR) = 2.20, 95% CI = 1.65-2.91] and newly Medicaid-insured patients (aRR = 2.67, 95% CI = 2.05-3.47) after the ACA. Among newly Medicaid-insured, annual rates of abnormal blood glucose diagnosed in primary care settings significantly increased with time while those diagnosed in inpatient/ED/UC decreased (2014 vs 2016 aRR = 3.36, 95% CI = 1.60-7.09). CONCLUSION We found a significantly greater rate of abnormal blood glucose diagnosed in primary care clinics among patients who gained Medicaid post-ACA and a corresponding decline in diagnosis in inpatient/ED/UC settings.
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Affiliation(s)
| | - Dang Dinh
- Oregon Health & Science University, Portland, OR, USA
| | | | | | | | - Miguel Marino
- Oregon Health & Science University, Portland, OR, USA
| | | | - Jun Hwang
- Oregon Health & Science University, Portland, OR, USA
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Hamilton C. The impact of the 2014 Medicaid expansion on the health, health care access, and financial well-being of low-income young adults. HEALTH ECONOMICS 2024; 33:1895-1925. [PMID: 38783640 DOI: 10.1002/hec.4839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 03/08/2024] [Accepted: 04/18/2024] [Indexed: 05/25/2024]
Abstract
Prior to the 2014 Affordable Care Act (ACA) expansion, 37% of young adults ages 19-25 in the United States were low-income and a third lacked health insurance coverage-both the highest rates for any age group in the population. The ACA's Medicaid eligibility expansion, therefore, would have been significantly beneficial to low-income young adults. This study evaluates the effect of the ACA Medicaid expansion on the health, health care access and utilization, and financial well-being of low-income young adults ages 19-25. Using 2010-2017 National Health Interview Survey data, I estimate policy effects by applying a difference-in-differences design leveraging the variation in state implementation of the expansion policy. I show that Medicaid expansion improved health insurance coverage, health care access, and financial well-being for low-income young adults in expansion states, but had no effect on their health status and health care utilization. I also find that the policy was associated with larger gains in health coverage for racial minorities relative to their Non-Hispanic White counterparts. With the continued health policy reform debates at the state and federal levels, the empirical evidence from this study can help inform policy decisions that aim to improve health care access and utilization among disadvantaged groups.
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Affiliation(s)
- Christal Hamilton
- School of Public Policy, University of Connecticut, Storrs, Connecticut, USA
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Gulati R, Gulati K, Durrani HM, Sahni H, Mhanna MJ, Kaelber DC, Alkhouri N, Suri R. Missed Opportunities in Guideline-Based Fatty Liver Screening Among 3.5 Million Children. Acad Pediatr 2024; 24:815-819. [PMID: 38278482 DOI: 10.1016/j.acap.2024.01.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 01/16/2024] [Accepted: 01/20/2024] [Indexed: 01/28/2024]
Abstract
OBJECTIVE Determine screening rates and examine socio-demographic characteristics of metabolic dysfunction-associated steatotic liver disease (MAFLD) screening in a large population of obese children. METHODS We used Explorys (IBM) which contains aggregated population-level electronic health record data from approximately 360 hospitals and 317,000 providers across the United States to determine MAFLD screening rates. In children 10 to 14 years, obesity was determined based on body mass index ≥ 95%, or encounter with an international classification of disease obesity code. We determined screening rates by calculating the percentage of children with obesity who had an alanine aminotransferase tested, further analyzed by gender, race, and insurance. RESULTS Of 3,558,420 children, 513,170 (14.4%) were obese. Of obese children, only 9.3% were screened for MAFLD. Females were more likely screened than males (odds ratio (OR) 1.09 (95% confidence intervals (CI): 1.07-1.12)); White children were more likely screened than non-White children (OR 1.21 (95% CI: 1.18-1.23)), and children with Medicaid more likely screened than children with non-Medicaid insurance (OR 1.34 (95% CI: 1.32-1.37)). CONCLUSIONS The percentage of obese children receiving screening for MAFLD was low. Female gender, White race, and Medicaid insurance were associated with increased screening rates. These findings highlight the need to increase adherence to MAFLD screening. Reporting screening as a health quality measure may reduce implementation gaps in MAFLD screening.
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Affiliation(s)
- Reema Gulati
- Department of Pediatrics (R Gulati, DC Kaelber, and HM Durrani), The MetroHealth System and Case Western Reserve University, Cleveland, Ohio
| | - Kabir Gulati
- Stephen M. Ross School of Business (K Gulati), University of Michigan, Ann Arbor, Mich
| | - Hafiza Mehreen Durrani
- Department of Pediatrics (R Gulati, DC Kaelber, and HM Durrani), The MetroHealth System and Case Western Reserve University, Cleveland, Ohio.
| | - Herman Sahni
- Baldwin Wallace University (H Sahni), Cleveland, Ohio
| | - Maroun J Mhanna
- Department of Pediatrics (MJ Mhanna), Louisiana State University Health Sciences Center, Shreveport, La
| | - David C Kaelber
- Department of Pediatrics (R Gulati, DC Kaelber, and HM Durrani), The MetroHealth System and Case Western Reserve University, Cleveland, Ohio
| | | | - Roamaa Suri
- Northeastern University (R Suri), Boston, Mass
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Keller AO, Ohlendorf JM. Engagement in physical activity among African American women caregivers: a cross-sectional study. J Women Aging 2024; 36:286-298. [PMID: 38441910 DOI: 10.1080/08952841.2024.2325201] [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: 06/19/2023] [Accepted: 02/26/2024] [Indexed: 06/18/2024]
Abstract
Family caregivers and African Americans often do not achieve the recommended 150 minutes of moderate-intensity aerobic activity per week. Factors associated with engaging in physical activity among African American caregivers have not been systematically examined. This cross-sectional study examined how contextual factors were associated with meeting the recommended amount of physical activity among African American women caregivers. We used a population-based sample of 1,478 African American women caregivers in the U.S. from the 2015, 2017, and 2019 Behavioral Risk Factor Surveillance System. We used survey-weighted multivariate regression analyses to examine associations between condition-specific factors, physical and social environment, and individual and family factors and meeting the national aerobic physical activity guideline (i.e., participating in 150 minutes (or vigorous equivalent minutes) of physical activity per week). Over half (53.9%) of African American women caregivers in the U.S. did not meet the guideline. Being age 65 years or older was associated with decreased odds of meeting the guideline compared to being between the ages of 25-44 years (OR = 0.50, 95% CI[0.26-0.99]). Compared to college graduates, women with partial college education had higher odds of meeting the guideline (OR = 2.08, 95%CI[1.24-3.51]). Having health insurance was associated with increased odds of meeting the guideline (OR = 2.28, 95%CI[1.12-4.63]). Our findings suggest several contextual factors are independently associated with meeting the national guideline. Understanding the relationships between contextual factors and engaging in physical activity among African American women caregivers can inform interventions aimed at protecting and promoting the health of these women.
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Affiliation(s)
- Abiola O Keller
- College of Nursing, Marquette University, Milwaukee, WI, USA
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Preston MA, Amoli MM, Chukmaitov AS, Krist AH, Dahman B. The impact of the affordable care act and Medicaid expansion on colorectal cancer screening: Evidence from the 5th year of Medicaid expansion. Cancer Med 2024; 13:e7054. [PMID: 38591114 PMCID: PMC11002632 DOI: 10.1002/cam4.7054] [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: 08/19/2023] [Revised: 02/05/2024] [Accepted: 02/16/2024] [Indexed: 04/10/2024] Open
Abstract
BACKGROUND Colorectal cancer screening rates remain suboptimal, particularly among low-income populations. Our objective was to evaluate the long-term effects of Medicaid expansion on colorectal cancer screening. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study analyzed data from 354,384 individuals aged 50-64 with an income below 400% of the federal poverty level (FPL), who participated in the Behavioral Risk Factors Surveillance System from 2010 to 2018. A difference-in-difference analysis was employed to estimate the effect of Medicaid expansion on colorectal cancer screening. Subgroup analyses were conducted for individuals with income up to 138% of the FPL and those with income between 139% and 400% of the FPL. The effect of Medicaid expansion on colorectal cancer screening was examined during the early, mid, and late expansion periods. MAIN OUTCOMES AND MEASURES The primary outcome was the likelihood of receiving colorectal cancer screening for low-income adults aged 50-64. RESULTS Medicaid expansion was associated with a significant 1.7 percentage point increase in colorectal cancer screening rates among adults aged 50-64 with income below 400% of the FPL (p < 0.05). A significant 2.9 percentage point increase in colorectal cancer screening was observed for those with income up to 138% the FPL (p < 0.05), while a 1.5 percentage point increase occurred for individuals with income between 139% and 400% of the FPL. The impact of Medicaid expansion on colorectal cancer screening varied based on income levels and displayed a time lag for newly eligible beneficiaries. CONCLUSIONS Medicaid expansion was found to be associated with increased colorectal cancer screening rates among low-income individuals aged 50-64. The observed variations in impact based on income levels and the time lag for newly eligible beneficiaries receiving colorectal cancer screening highlight the need for further research and precision public health strategies to maximize the benefits of Medicaid expansion on colorectal cancer screening rates.
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Affiliation(s)
- Michael A. Preston
- School of Population Health, Department of Health Behavior and PolicyVirginia Commonwealth UniversityRichmondVirginiaUSA
- Massey Cancer Center, Health Equity and Disparities ResearchVirginia Commonwealth UniversityRichmondVirginiaUSA
- Department of Pharmacy PracticePurdue UniversityWest LafayetteIndianaUSA
| | - Mahmoud Manouchehri Amoli
- School of Population Health, Department of Health Behavior and PolicyVirginia Commonwealth UniversityRichmondVirginiaUSA
| | - Askar S. Chukmaitov
- School of Population Health, Department of Health Behavior and PolicyVirginia Commonwealth UniversityRichmondVirginiaUSA
| | - Alex H. Krist
- Department of Family Medicine and Population HealthVirginia Commonwealth UniversityRichmondVirginiaUSA
| | - Bassam Dahman
- School of Population Health, Department of Health Behavior and PolicyVirginia Commonwealth UniversityRichmondVirginiaUSA
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Estrada JAG. Unraveling socioeconomic determinants of health-related behavior, reception of information, and perceptions on disease disclosure at the time of the COVID-19 pandemic: did health insurance curb the disparities in the Philippines? BMC Public Health 2024; 24:767. [PMID: 38475807 PMCID: PMC10935915 DOI: 10.1186/s12889-024-18264-9] [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: 08/01/2023] [Accepted: 03/03/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND The study uncovers micro and macro socioeconomic disparities in terms of health behavior, disease perception, and reception of information. Furthermore, findings shed light on the possible role of health insurance on access to information, disease perception and the adoption of preventive behaviors in the context of a public health emergency such as the COVID-19 pandemic. METHODS This study employed a cross-sectional design using the Philippine Demographic and Health Survey (DHS). With a total of 29,809 respondents, it evaluated the individual or household and systemwide socioeconomic determinants of four different outcomes: receipt of information, disease perception, uptake of free preventive services, and treatment-seeking behavior. In addition to logistic regression models with the socioeconomic variables as the independent variables, models for the evaluation of the moderating effect of insurance ownership were fitted. Predicted probabilities were reported for the analysis of moderating effects. RESULTS Findings show that individual and householdsocioeconomic determinants affected health-behavior and access to or receipt of information pertinent to the COVID-19 pandemic. Both education and wealth affected the receipt of information such that individuals in more advantaged socioeconomic positions were at least 30% more likely to have received information on COVID-19. Wealth was also associated to treatment-seeking behavior. Regional differences were seen across all dependent variables. Moreover, the study provides evidence that ownership of insurance can close education-based gaps in the uptake of free vaccination and COVID-19 testing. CONCLUSION It is imperative that targeted efforts be maximized by utilizing existing strategies and mechanisms to reach the marginalized and disadvantaged segments of the population. Health insurance may give off added benefits that increase proficiency in navigating through the healthcare system. Further research may focus on examining pathways by which health insurance or social policies may be used to leverage responses to public health or environmental emergencies.
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Shi L, Li T, Luck J, Ghanem B. The Association of Medicaid expansion with prescription drug utilization and expenditure among low-income participants with asthma. J Asthma 2023; 60:2030-2039. [PMID: 37171903 DOI: 10.1080/02770903.2023.2213331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 04/10/2023] [Accepted: 05/08/2023] [Indexed: 05/14/2023]
Abstract
OBJECTIVE This study estimated the association between the 2014 Medicaid expansion and asthma-related prescription drug utilization and expenditures among low-income adult participants with asthma, including those with uncontrolled asthma, in the United States. METHODS In this national analysis, using a pooled dataset from 2007-2018 Medical Expenditure Panel Surveys (MEPS), regression discontinuity (D-RD) analyses estimated the association between Medicaid expansion and utilization of and expenditures for asthma-related prescription drugs among participants with asthma aged 26-64 with incomes below vs. at/above 138% of the federal poverty level (FPL). A sub-sample analysis was also conducted among participants with uncontrolled asthma. Utilization and expenditure outcomes were estimated using two-part models with logit as the first part and generalized linear models as the second part. RESULTS Utilization of and total cost for asthma-related prescription drugs increased by 1.89 fills (p < 0.001) and $306.59 (p < 0.001) among participants with asthma with income below 138% FPL after Medicaid expansion. The utilization and total cost of both short-acting bronchodilators and inhaled corticosteroids (ICSs) increased after Medicaid expansion among participants with asthma with incomes below 138% FPL. Among participants with uncontrolled asthma with incomes below 138% FPL, utilization and expenditures increased after Medicaid expansion for all asthma-related prescription drugs and short-acting bronchodilators. CONCLUSION Medicaid expansion was associated with increased utilization of and total expenditures for both quick-relief and preventive asthma medications among all low-income participants with asthma, but not with utilization of preventive medications among those with uncontrolled asthma.
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Affiliation(s)
- Lu Shi
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
| | - Tao Li
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
| | - Jeff Luck
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA
| | - Buthainah Ghanem
- Department of Pharmaceutical Economics and Policy, School of Pharmacy, Chapman University, Irvine, CA, USA
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Maksimov SA, Danilchenko YV, Tsygankova DP, Shalnova SA, Drapkina OM. Relationship between characteristics of large national regions and individual alcohol consumption: a scoping review. Alcohol Alcohol 2023; 58:225-234. [PMID: 37017206 DOI: 10.1093/alcalc/agad023] [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: 12/21/2022] [Revised: 03/15/2023] [Accepted: 03/16/2023] [Indexed: 04/06/2023] Open
Abstract
OBJECTIVE The goal of our article was to systematise studies that investigated the impact of living conditions in large national regions on individual alcohol consumption. METHODS The objectives of the scoping review, the criteria and methods for selecting articles were defined in advance and recorded in the protocol PROSPERO CRD42021234874. We sought publications on the research topic in PubMed, Google Scholar, OpenGrey, Crossref and eLibrary databases from the moment they were created until December 31, 2021. The final sample included 81 publications. RESULTS The majority of ultimately selected papers were published after 2010 (62 articles), represented the USA (68 articles), and considered samples of children and youths, either the younger population or the general adult population (65 articles). High quality was characteristic for 19 studies, whereas satisfactory quality was exhibited by 46 publications. The most consistent associations with individual alcohol consumption were revealed for the legislative environment (especially for integral scales and indices), alcohol pricing policy, the prevalence of alcohol consumption and binge drinking in the population, and unemployment rate. CONCLUSION The review made it possible to systematise the results of studies on the impact of the characteristics of large national regions on alcohol consumption, including a description of these characteristics and results, samples and designs of studies, their quality, as well as to summarise the results of these studies.
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Affiliation(s)
- Sergey A Maksimov
- Department of Epidemiology of Chronic Non-Communicable Diseases, National Medical Research Center for Therapy and Preventive Medicine, Moscow, Russia
| | - Yana V Danilchenko
- Department of Epidemiology of Cardiovascular Diseases, Research Institute for Complex Issues of Cardiovascular Diseases, Kemerovo, Russia
| | - Darya P Tsygankova
- Department of Epidemiology of Cardiovascular Diseases, Research Institute for Complex Issues of Cardiovascular Diseases, Kemerovo, Russia
| | - Svetlana A Shalnova
- Department of Epidemiology of Chronic Non-Communicable Diseases, National Medical Research Center for Therapy and Preventive Medicine, Moscow, Russia
| | - Oksana M Drapkina
- Department of Epidemiology of Chronic Non-Communicable Diseases, National Medical Research Center for Therapy and Preventive Medicine, Moscow, Russia
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Niroomand E, Kumar SR, Goldberg D, Kumar S. Impact of Medicaid Expansion on Incidence and Mortality from Gastric and Esophageal Cancer. Dig Dis Sci 2023; 68:1178-1186. [PMID: 35972583 DOI: 10.1007/s10620-022-07659-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 08/02/2022] [Indexed: 12/09/2022]
Abstract
BACKGROUND AND AIMS Individuals in Medicaid expanded states have increased access to treatment for medical conditions and other health care resources. Esophageal and gastric cancer are associated with several modifiable risk factors (e.g. smoking, drinking, Helicobacter pylori infection). The impact of Medicaid expansion on these cancers incidence and mortality remains uninvestigated. METHODS We evaluated the association between Medicaid expansion and gastric and esophageal cancer incidence and mortality in adults aged 25-64. We employed an observational design using a difference-in-differences method with state level data, from 2010 to 2017. Annual, age-adjusted gastric and esophageal cancer incidence and mortality rates, from the CDC Wonder Database, were analyzed. Rates were adjusted for by several socio-demographic factors. RESULTS Expansion and non-expansion states were similar in percent Hispanic ethnicity and female gender. The non-expansion states had significantly higher proportion of Black race, diabetics, obese persons, smokers, and those living below the federal poverty line. Adjusted analyses demonstrate that expansion states had significantly fewer new cases of gastric cancer: - 1.6 (95% CI 0.2-3.5; P = 0.08) per 1,000,000 persons per year. No significant association was seen between Medicaid expansion and gastric cancer mortality (0.46 [95% CI - 0.08 to 0.17; P = 0.46]) and esophageal cancer incidence (0.8 [95% CI - 0.08 to 0.24; P = 0.33]) and mortality (1.0 [95% CI - 0.06 to 0.26; P = 0.21]) in multivariable analyses. CONCLUSION States that adopted Medicaid expansion saw a decrease in gastric cancer incidence when compared to states that did not expand Medicaid. Though several factors may influence gastric cancer incidence, this association is important to consider during health policy negotiations.
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Affiliation(s)
- Elaheh Niroomand
- Department of Internal Medicine, University of Miami Miller School of Medicine/Jackson Memorial Hospital, 1611 NW 12th Ave, Miami, FL, 33136, USA
| | - Smriti Rajita Kumar
- Department of Internal Medicine, University of Miami Miller School of Medicine/Jackson Memorial Hospital, 1611 NW 12th Ave, Miami, FL, 33136, USA
| | - David Goldberg
- Division of Gastroenterology and Hepatology, University of Miami Miller School of Medicine, Miami, FL, USA
- Sylvester Comprehensive Cancer Center, University of Miami Health System, Miami, FL, USA
| | - Shria Kumar
- Division of Gastroenterology and Hepatology, University of Miami Miller School of Medicine, Miami, FL, USA.
- Sylvester Comprehensive Cancer Center, University of Miami Health System, Miami, FL, USA.
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Constantin J, Wehby GL. Effects of Recent Medicaid Expansions on Infant Mortality by Race and Ethnicity. Am J Prev Med 2023; 64:377-384. [PMID: 36481185 DOI: 10.1016/j.amepre.2022.09.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 09/11/2022] [Accepted: 09/29/2022] [Indexed: 12/12/2022]
Abstract
INTRODUCTION The purpose of this study is to examine year-by-year effects of the 2014 Affordable Care Act Medicaid expansion on infant mortality by race and ethnicity over the first 6 years. METHODS Publicly available 2011-2019 Multiple Cause of Death data were extracted in October and analyzed by November 2021. A difference-in-differences event-study design compared infant mortality changes in states that expanded in 2014 to nonexpansion states. RESULTS In the main model, the 2014 Medicaid expansions were associated with a statistically significant decline in Black infants' mortality in 2018 and 2019 by 1.19 (95% CI= -2.27, -0.12) and 1.35 (95% CI= -2.45, -0.26) deaths per 1,000 live births, respectively. There was also a decline in mortality for Hispanic infants in 2015-2019, including by 0.8 (95% CI= -1.25, -0.36) and 1.28 (95% CI= -1.88, -0.68) deaths per 1,000 live births in 2015 and 2019, respectively. Overall, infant mortality declined by 0.37 (95% CI= -0.70, -0.05) deaths per 1,000 live births in 2019. CONCLUSIONS The study adds evidence on the association of the Affordable Care Act Medicaid expansions with a decline in mortality of Black and Hispanic infants. The findings shed light on the importance of examining year-by-year effects over multiple years.
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Affiliation(s)
- Joanne Constantin
- Department of Health Management and Policy, College of Public Health, University of Iowa, Iowa City, Iowa.
| | - George L Wehby
- Department of Health Management and Policy, College of Public Health, University of Iowa, Iowa City, Iowa
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Gitaharie BY, Nasrudin R, Bonita APA, Putri LAM, Rohman MA, Handayani D. Is there an ex-ante moral hazard on Indonesia's health insurance? An impact analysis on household waste management behavior. PLoS One 2022; 17:e0276521. [PMID: 36520868 PMCID: PMC9754289 DOI: 10.1371/journal.pone.0276521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 10/10/2022] [Indexed: 12/23/2022] Open
Abstract
The presence of ex-ante moral hazard could undermine the potential gain from expanding health insurance coverage in developing nations. To test the proposition, this study utilizes a nationally representative longitudinal survey with Indonesia's health insurance for poor policy in 2014 as the quasi-experimental case study. The country represents developing nations that undergo a massive and rapid expansion of health insurance coverage. The empirical approach combines a matching and difference-in-differences method to obviate potential bias of the selectivity nature of health insurance provision and time-invariant unobserved factors. The findings suggest the presence of ex-ante moral hazard in the form of the less people using trash cans associated with the introduction of the subsidized health insurance premium. The results add empirical findings of a negative side effect of expanding health insurance coverage in developing nations.
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Affiliation(s)
- Beta Yulianita Gitaharie
- Department of Economics, Faculty of Economics and Business, Universitas Indonesia, Depok, Indonesia
| | - Rus’an Nasrudin
- Department of Economics, Faculty of Economics and Business, Universitas Indonesia, Depok, Indonesia
| | - Ayu Putu Arantza Bonita
- Department of Economics, Faculty of Economics and Business, Universitas Indonesia, Depok, Indonesia
| | | | - Muhammad Abdul Rohman
- Department of Economics, Faculty of Economics and Business, Universitas Indonesia, Depok, Indonesia
| | - Dwini Handayani
- Department of Economics, Faculty of Economics and Business, Universitas Indonesia, Depok, Indonesia
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Rakus A, Soni A. Association between state Medicaid expansion status and health outcomes during the COVID-19 pandemic. Health Serv Res 2022; 57:1332-1341. [PMID: 36082396 PMCID: PMC9538092 DOI: 10.1111/1475-6773.14044] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
OBJECTIVE To assess post-COVID-19 changes in insurance coverage, health behaviors, and self-assessed health among low-income, non-elderly adults by state Medicaid expansion status. DATA SOURCES We used nationally representative survey data from the 2016 through 2020 Behavioral Risk Factor Surveillance System (BRFSS). The sample was restricted to adults aged 19-64 with household income below 138 percent of the federal poverty level (N = 179,135). STUDY DESIGN We examined a broad set of outcomes related to coverage, health behaviors, and self-assessed health available in the BRFSS. We used a difference-in-differences model to compare changes in outcomes for individuals living in the 35 states and DC that expanded Medicaid under the Affordable Care Act to those in the 15 non-expansion states before and after the COVID-19 pandemic commenced in March 2020. DATA COLLECTION/EXTRACTION METHODS N/A. PRINCIPAL FINDINGS We found that the expansions provided some protection for low-income people during the pandemic. In 2020, relative to earlier years, people in expansion states were more likely to report very good or excellent health (4.9 percentage points, 95%CI = 0.022, 0.076; p < 0.01) and physical health (-0.393 days of poor physical health in the past month, 95%CI = -0.714, -0.072; p < 0.05), lower rates of smoking (-1.9 percentage points, 95%CI = -0.041, 0.004; p < 0.10) and heavy drinking (-1.4 percentage points, 95%CI = -0.025, -0.004; p < 0.01), and higher flu vaccination rates (2.8 percentage points, 95%CI = 0.005, 0.051; p < 0.05) than those in non-expansion states. These benefits were particularly salient for Black and Hispanic individuals. We found no significant differences in insurance coverage, exercise, obesity, and self-assessed mental health between expansion and non-expansion states for the overall low-income sample. However, the expansion was associated with greater insurance coverage for Hispanic adults during the pandemic. CONCLUSIONS Investments in public health through expanding Medicaid may shield low-income populations from some of the health ramifications of public health emergencies.
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Affiliation(s)
- Alexandra Rakus
- School of Public AffairsAmerican UniversityNW WashingtonDistrict of ColumbiaUSA
| | - Aparna Soni
- School of Public AffairsAmerican UniversityNW WashingtonDistrict of ColumbiaUSA
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Li Y, Li L, Liu J. The impact of health insurance on self-protection of Chinese rural residents. Front Public Health 2022; 10:874619. [PMID: 36187632 PMCID: PMC9523309 DOI: 10.3389/fpubh.2022.874619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 08/29/2022] [Indexed: 01/21/2023] Open
Abstract
Purpose Health insurance lowers the price of medical services, which reduces the insured's demand for self-protection (such as, live a healthy lifestyle or invest in disease prevention) that could help reduce the probability of getting sick, then ex ante moral hazard happens. The purpose of this study is to examine the impact and its heterogeneity of health insurance on the self-protection of Chinese rural residents. Method This study firstly builds a theoretical model of health insurance and self-protection. Then, based on the data from the 2004 to 2015 China Health and Nutrition Survey (CHNS), we adopt ordinary least squares model (OLS), probit model, and instrumental variable (IV) method to empirically investigate the impact of health insurance on Chinese rural residents' self-protection. Results After addressing the endogeneity problem, the study finds that participating in health insurance exerts a significant negative impact on the demand for self-protection. Specifically, health insurance participation not only increases residents' tendency toward drinking liquor by 3.4%, and that of having general obesity by 3.7%, but also reduces residents' preventive medical expenditure (PME) by 1.057%, increasing Body Mass Index (BMI) by 0.784 kg/m2. Further analysis shows that there is heterogeneity between groups, as health insurance participation reduces PME of people who are female, younger, and high-educated, and increases the tendency toward drinking liquor of people who are younger and low-educated. Conclusions To reduce the impact of ex ante moral hazard induced by health insurance, our findings suggest that it is necessary to improve the disease prevention function of health insurance and introduce a risk adjustment mechanism into the premium or co-payment design of health insurance.
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Affiliation(s)
- Yao Li
- School of Public Administration, Zhongnan University of Economics and Law, Wuhan, China
| | - Lei Li
- School of Economics, Zhongnan University of Economics and Law, Wuhan, China,*Correspondence: Lei Li
| | - Junxia Liu
- School of Public Administration, Zhongnan University of Economics and Law, Wuhan, China
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15
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Chobufo MD, Regner SR, Zeb I, Lacoste JL, Virani SS, Balla S. Burden and predictors of statin use in primary and secondary prevention of atherosclerotic vascular disease in the US: From the National Health and Nutrition Examination Survey 2017-2020. Eur J Prev Cardiol 2022; 29:1830-1838. [PMID: 35653373 DOI: 10.1093/eurjpc/zwac103] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 05/13/2022] [Accepted: 05/15/2022] [Indexed: 11/13/2022]
Abstract
AIM To assess the current state of statin use, factors associated with nonuse, and estimate the burden of potentially preventable ASCVD events. METHODS Using nationally representative data from the 2017-2020 NHANES survey, statin use was assessed in primary prevention groups: high ASCVD risk >=20%, low-density lipoprotein-cholesterol (LDL-C) >= 190 mg/dL, diabetes aged 40-75 years, intermediate ASCVD risk (7.5 to <20%) with >= 1 ASCVD risk enhancer and secondary prevention group: established ASCVD. ASCVD risk was estimated using pooled cohort equations. RESULTS We estimated 70 million eligible individuals (2.3 million with LDL-C>=190 mg/dL; 9.4 million with ASCVD>=20%; 15 million with diabetes and age 40-75years; 20 million with intermediate ASCVD risk and >=1 risk enhancers; and 24.6 million with established ASCVD), about 30 million were on statin therapy. The proportion of individuals not on statin therapy was highest in the isolated LDL-C>=190 mg/dl group (92.8%) and those with intermediate ASCVD risk plus enhancers (74.6%) followed by 59.4% with high ASCVD risk, 54.8% with diabetes, and 41.5% of those with established ASCVD groups. Increasing age and those with health insurance were more likely to be on statin therapy in both the primary and secondary prevention categories. Individuals without a routine place of care were less likely to be on statin therapy. A total of 385,000 (high-intensity statin) and 647,000 (moderate-intensity statin) ASCVD events could be prevented if all statin-eligible individuals were treated (and adherent) for primary prevention over a 10-year period. CONCLUSION Statin use for primary and secondary prevention of ASCVD remains suboptimal. Bridging the therapeutic gap can prevent approximately one million ASCVD events over the subsequent ten years for the primary prevention group. Social determinants of health such as access to care and healthcare coverage were associated with less statin treatment. Novel interventions to improve statin prescription and adherence are needed.
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Affiliation(s)
| | - Sean R Regner
- Division of Cardiology, West Virginia University, Morgantown WV 26506
| | - Irfan Zeb
- Division of Cardiology, West Virginia University, Morgantown WV 26506
| | | | - Salim S Virani
- Section of Cardiology, Department of Medicine, Baylor College of Medicine and Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX
| | - Sudarshan Balla
- Division of Cardiology, West Virginia University, Morgantown WV 26506
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16
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Does Health Insurance Reduce the Alcohol Consumption? Evidence from China Health and Nutrition Survey. SUSTAINABILITY 2022. [DOI: 10.3390/su14095693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Whether health insurance reduces alcohol consumption has been debated. To identify it, the authors used three-wave balance panel data from China Health and Nutrition Survey and applied a two-way fixed-effect model. The authors found that (1) health insurance reduces alcohol consumption, (2) the effect would be deducted when they have been diagnosed with diabetes, (3) the heterogeneity existed between old and young individuals as well as rural and urban areas, those old individuals would behave more cautious, and urban individuals would consume more alcohol. This study identified the effects of health insurance and the moderating effect of diabetes, which were helpful for policymakers to optimize health insurance policy to ensure the sustainability of health insurance and suggested that primary medical staff should assist patients to establish healthy living habits and reduce their risky behaviors.
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17
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De PK. Impacts of insurance expansion on health cost, health access, and health behaviors: evidence from the medicaid expansion in the US. INTERNATIONAL JOURNAL OF HEALTH ECONOMICS AND MANAGEMENT 2021; 21:495-510. [PMID: 33934284 DOI: 10.1007/s10754-021-09306-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Accepted: 04/22/2021] [Indexed: 06/12/2023]
Abstract
Expansion of subsidized health insurance may result in both safer and riskier health behavior and outcomes. While having insurance lowers cost barriers to receive both usual and preventive care, the lower potential cost from adverse health events may also promote risky behavior. In this paper, I exploit expansion in the Medicaid program under the Affordable Care Act to estimate the impact of insurance expansion on health outcomes and behaviors for low-income individuals in the US. I find that expansion of coverage has significantly lowered cost and increased access, particularly among minority populations, but has had no significant impact on preventive health behaviors. At the same time, I also find no evidence of moral hazard or increase risky behavior like smoking and drinking among residents of expansion states.
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Affiliation(s)
- Prabal K De
- Department of Economics and Business, The Colin Powell School at City College of New York, The Graduate Center, City University of New York, 160 Convent Avenue, New York, 10031, USA.
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18
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Courtemanche C, Fazlul I, Marton J, Ukert B, Yelowitz A, Zapata D. The Affordable Care Act's Coverage Impacts in the Trump Era. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 2021; 58:469580211042973. [PMID: 34619998 PMCID: PMC8504697 DOI: 10.1177/00469580211042973] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The 2016 US presidential election created uncertainty about the future of the Affordable Care Act (ACA) and led to postponed implementation of certain provisions, reduced funding for outreach, and the removal of the individual mandate tax penalty. In this article, we estimate how the causal impact of the ACA on insurance coverage changed during 2017 through 2019, the first 3 years of the Trump administration, compared to 2016. Data come from the 2011–2019 waves of the American Community Survey (ACS), with the sample restricted to non-elderly adults. Our model leverages variation in treatment intensity from state Medicaid expansion decisions and pre-ACA uninsured rates. We find that the coverage gains from the components of the law that took effect nationally—such as the individual mandate and regulations and subsidies in the private non-group market—fell from 5 percentage points in 2016 to 3.6 percentage points in 2019. In contrast, the coverage gains from the Medicaid expansion increased in 2017 (7.0 percentage points) before returning to the 2016 level of coverage gains in 2019 (5.9 percentage points). The net effect of the ACA in expansion states is a combination of these trends, with coverage gains falling from 10.8 percentage points in 2016 to 9.6 percentage points in 2019.
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Affiliation(s)
- Charles Courtemanche
- National Bureau of Economic Research, and Institute of Labor Economics (IZA), University of Kentucky, Lexington, KY, USA
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19
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DInur-Schejter Y, Stepensky P. Social determinants of health and primary immunodeficiency. Ann Allergy Asthma Immunol 2021; 128:12-18. [PMID: 34628007 DOI: 10.1016/j.anai.2021.10.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 10/01/2021] [Accepted: 10/04/2021] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Inborn errors of immunity (IEI) are rare genetic conditions affecting the immune system. The rate of IEI and their presentation, course, and treatment are all affected by a multitude of social determinants, eventually affecting prognosis. This review summarizes the current knowledge of the social determinants affecting infectious susceptibility, genetic predisposition, diagnosis, and treatment of IEI. DATA SOURCES PubMed. STUDY SELECTIONS Search terms included "consanguinity," "social determinants," and "founder effect." Further studies were selected based on relevant citations. RESULTS Changes in climate and human behavior have modulated the spread of disease vectors and infectious organisms. Consanguinity increases the rate of autosomal recessive conditions, changes the distribution, and affects the severity of IEI. Access to sophisticated genetic and immunologic diagnostic modalities affects genetic counseling and timely diagnosis. Effective genetic counseling should address to the patient's genetic background and ethical code. Access to appropriate and timely treatment of immunodeficiencies is scarce in some regions of the world. CONCLUSION High consanguinity rate and reduced access to prophylactic measures increase the burden of immunodeficiencies in many low- and medium-income countries. Furthermore, poor access to diagnostic and treatment modalities in these regions adversely affects patients' prognosis. Increased awareness among health care professionals and the public and increased collaboration with Western countries aid in diagnosis of these conditions. Further advancements require improved public funding to the prevention, diagnosis, and treatment of IEI.
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Affiliation(s)
- Yael DInur-Schejter
- Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel; Department of Bone Marrow Transplantation and Cancer Immunotherapy, Hadassah Ein Kerem Medical Center, Jerusalem, Israel.
| | - Polina Stepensky
- Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel; Department of Bone Marrow Transplantation and Cancer Immunotherapy, Hadassah Ein Kerem Medical Center, Jerusalem, Israel
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20
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Shen Y, Noguchi H. The effect of coverage of smoking-cessation aids on tobacco use: Evidence from Canada. HEALTH ECONOMICS 2021; 30:2200-2216. [PMID: 34128281 DOI: 10.1002/hec.4375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 04/20/2021] [Accepted: 05/25/2021] [Indexed: 06/12/2023]
Abstract
In clinical trials, smoking-cessation aids (SCAs) have proven to be effective at improving the odds of smoking cessation. Because of the effectiveness of SCAs in these settings, many countries have adopted the coverage of SCAs to reduce tobacco use. However, the effect of such coverage on tobacco use is ambiguous. On one hand, the coverage may have the intended effect and reduce tobacco use. On the other hand, the coverage may cause beneficiaries to participate in tobacco use more as the drug coverage protects beneficiaries from future costs associated with tobacco use. To understand the effect of SCA coverage, we examine it using 2008-2012 Canadian Tobacco Use Monitoring Survey and a difference-in-differences approach. We find that SCA coverage increases cigarette and cigarillo use. Moreover, the effect of SCA coverage on tobacco use is stronger in men and in those with at least a college education. Our results point to the unintended consequences of the coverage of SCAs on tobacco use.
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Affiliation(s)
- Yichen Shen
- Graduate School of Economics, Waseda University, Tokyo, Japan
| | - Haruko Noguchi
- Faculty of Political Science and Economics, Waseda University, Tokyo, Japan
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21
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Song J, Kim JN, Tomar S, Wong LN. The Impact of the Affordable Care Act on Dental Care: An Integrative Literature Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18157865. [PMID: 34360160 PMCID: PMC8345350 DOI: 10.3390/ijerph18157865] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 07/16/2021] [Accepted: 07/19/2021] [Indexed: 11/16/2022]
Abstract
The goal of the Patient Protection and Affordable Care Act (ACA) is to increase access to health insurance and decrease health care cost while improving health care quality. With more articles examining the relationship between one of the ACA provisions and dental health outcomes, we systematically reviewed the effect of the ACA on dental care coverage and access to dental services. We searched literature using the National Library of Medicine's Medline (PubMed) and Thomson Reuters' Web of Science between January 2010 and November 2020. We identified 33 articles related to dental coverage, and access/utilization of dental care services. This systematic review of studies showed that the ACA resulted in gains in dental coverage for adults and children, whereas results were mixed with dental care access. Overall, we found that the policy led to a decrease in cost barriers, an increase in private dental coverage for young adults, and increased dental care use among low-income childless adults. The implementation of the ACA was not directly associated with dental insurance coverage among people in the U.S. However, results suggest positive spillover effects of the ACA on dental care coverage and utilization by people in the national level dataset.
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Affiliation(s)
- Jihee Song
- Department of Family, Youth, and Community Sciences, University of Florida, Gainesville, FL 32611, USA
- Correspondence: (J.S.); (J.N.K.)
| | - Jeong Nam Kim
- Department of Microbiology, College of Natural Science, Pusan National University, Busan 46241, Korea
- Correspondence: (J.S.); (J.N.K.)
| | - Scott Tomar
- Division of Prevention and Public Health Sciences, University of Illinois Chicago, Chicago, IL 60612, USA;
| | - Lauren N. Wong
- School of Special Education, School Psychology, and Early Childhood Studies, University of Florida, Gainesville, FL 32611, USA;
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