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Rogers CK, Zhang NJ. An Early Look at the Association Between State Medicaid Expansion and Disparities in Cardiovascular Diseases: A Comprehensive Population Health Management Approach. Popul Health Manag 2017; 20:348-356. [PMID: 28192044 DOI: 10.1089/pop.2016.0113] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Cardiovascular disease (CVD) is one of the most prevalent chronic diseases nationally and disproportionately affects low-income individuals. There are substantial disparities on CVD outcomes that stem from the lack of health insurance among low-income populations. The Affordable Care Act expands Medicaid health insurance to low-income populations, and aims to increase the utilization of health, social, and economic preventive services to reduce health disparities and prevent chronic diseases. The authors analyzed data from the 2014 Behavioral Risk Factor Surveillance System to understand the potential impact of Medicaid expansion on disparities in CVD among low-income populations. Logistic regression models examined the association between CVD self-reported outcomes among low-income adults with incomes at or below 138% of the federal poverty level in states that have chosen to expand Medicaid and those states choosing not to expand, controlling for socioeconomic, demographic, behavioral, social, and health variables that affect CVD. Overall, the results show that adults in Medicaid expansion states have significantly lower odds of experiencing poor heart health compared to those in non-Medicaid expansion states (odds ratio = 0.767, 95% confidence interval 0.667-0.882). Additionally, significant findings were found between the association of CVD and demographic, socioeconomic, health, and health behavioral covariates. Policy makers should consider policies, systems, and interventions that increase access to a comprehensive set of preventive, population health, and socioeconomic services targeting the key determinants of CVD and other outcomes when expanding Medicaid and designing state plans and waivers.
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Affiliation(s)
- Christopher K Rogers
- Department of Interprofessional Health Sciences and Health Administration, School of Health and Medical Sciences, Seton Hall University , South Orange, New Jersey
| | - Ning Jackie Zhang
- Department of Interprofessional Health Sciences and Health Administration, School of Health and Medical Sciences, Seton Hall University , South Orange, New Jersey
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Kimbro LB, Li J, Turk N, Ettner SL, Moin T, Mangione CM, Duru OK. Optimizing enrollment in employer health programs: a comparison of enrollment strategies in the Diabetes Health Plan. THE AMERICAN JOURNAL OF MANAGED CARE 2014; 20:e311-e319. [PMID: 25295794 PMCID: PMC4353493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
BACKGROUND Many health programs struggle with low enrollment rates. OBJECTIVES To compare the characteristics of populations enrolled in a new health plan when employer groups implement voluntary versus automatic enrollment approaches. STUDY DESIGN We analyzed enrollment rates resulting from 2 different strategies: voluntary and automatic enrollment. We used regression modeling to estimate the associations of patient characteristics with the probability of enrolling within each strategy. The subjects were 5014 eligible employees from 11 self-insured employers who had purchased the Diabetes Health Plan (DHP), which offers free or discounted copayments for diabetes related medications, testing supplies, and physician visits. Six employers used voluntary enrollment while 5 used automatic enrollment. The main outcome of interest was enrollment into the DHP. Predictors were gender, age, race/ethnicity, dependent status, household income, education level, number of comorbidities, and employer group. RESULTS Overall, the proportion of eligible members who were enrolled within the automatic enrollment strategy was 91%, compared with 35% for voluntary enrollment. Income was a significant predictor for voluntary enrollment but not for automatic enrollment. Within automatic enrollment, covered dependents, Hispanics, and persons with 1 nondiabetes comorbidity were more likely to enroll than other subgroups. Employer group was also a significant correlate of enrollment. Notably, all demographic groups had higher DHP enrollment rates under automatic enrollment than under voluntary enrollment. CONCLUSIONS For employer-based programs that struggle with low enrollment rates, especially among certain employee subgroups, an automatic enrollment strategy may not only increase the total number of enrollees but may also decrease some enrollment disparities.
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Assessing barriers to health insurance and threats to equity in comparative perspective: the Health Insurance Access Database. BMC Health Serv Res 2012; 12:107. [PMID: 22551599 PMCID: PMC3393626 DOI: 10.1186/1472-6963-12-107] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2011] [Accepted: 05/02/2012] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Typologies traditionally used for international comparisons of health systems often conflate many system characteristics. To capture policy changes over time and by service in health systems regulation of public and private insurance, we propose a database containing explicit, standardized indicators of policy instruments. METHODS The Health Insurance Access Database (HIAD) will collect policy information for ten OECD countries, over a range of eight health services, from 1990-2010. Policy indicators were selected through a comprehensive literature review which identified policy instruments most likely to constitute barriers to health insurance, thus potentially posing a threat to equity. As data collection is still underway, we present here the theoretical bases and methodology adopted, with a focus on the rationale underpinning the study instruments. RESULTS These harmonized data will allow the capture of policy changes in health systems regulation of public and private insurance over time and by service. The standardization process will permit international comparisons of systems' performance with regards to health insurance access and equity. CONCLUSION This research will inform and feed the current debate on the future of health care in developed countries and on the role of the private sector in these changes.
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Baicker K, Congdon WJ, Mullainathan S. Health insurance coverage and take-up: lessons from behavioral economics. Milbank Q 2012; 90:107-34. [PMID: 22428694 DOI: 10.1111/j.1468-0009.2011.00656.x] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
CONTEXT Millions of uninsured Americans ostensibly have insurance available to them-many at very low cost-but do not take it up. Traditional economic analysis is based on the premise that these are rational decisions, but it is hard to reconcile observed enrollment patterns with this view. The policy prescriptions that the traditional model generates may thus fail to achieve their goals. Behavioral economics, which integrates insights from psychology into economic analysis, identifies important deviations from the traditional assumptions of rationality and can thus improve our understanding of what drives health insurance take-up and improved policy design. METHODS Rather than a systematic review of the coverage literature, this article is a primer for considering issues in health insurance coverage from a behavioral economics perspective, supplementing the standard model. We present relevant evidence on decision making and insurance take-up and use it to develop a behavioral approach to both the policy problem posed by the lack of health insurance coverage and possible policy solutions to that problem. FINDINGS We found that evidence from behavioral economics can shed light on both the sources of low take-up and the efficacy of different policy levers intended to expand coverage. We then applied these insights to policy design questions for public and private insurance coverage and to the implementation of the recently enacted health reform, focusing on the use of behavioral insights to maximize the value of spending on coverage. CONCLUSIONS We concluded that the success of health insurance coverage reform depends crucially on understanding the behavioral barriers to take-up. The take-up process is likely governed by psychology as much as economics, and public resources can likely be used much more effectively with behaviorally informed policy design.
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Affiliation(s)
- Stephen Berman
- Department of Pediatrics, Children's Hospital, University of Colorado School of Medicine, Denver, CO 80218, USA.
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Kempe A, Renfrew B, Barrow J, Cherry D, Levinson A, Steiner JF. The first 2 years of a state child health insurance plan: whom are we reaching? Pediatrics 2003; 111:735-40. [PMID: 12671105 DOI: 10.1542/peds.111.4.735] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE The Colorado Child Health Plan Plus is a non-Medicaid state Child Health Insurance Plan. The objective of this study was to compare early enrolling (EE) children with uninsured children in low-income families (ULI) with respect to 1) sociodemographic factors and previous insurance, 2) health status, and 3) previous health care access and utilization. METHODS Cross-sectional telephone surveys were conducted during 1999 of 1) randomly selected EE children (n = 711) and 2) ULI children identified by random-dial survey (n = 105). RESULTS Enrolling children were less likely to be Hispanic (32.7% vs 55.2%); 5.5% of EE versus 27.6% of ULI children had never been insured. Prevalence of chronic conditions was similar (16.2% of EE vs 13.5% of ULI children), but learning/behavioral difficulties (9.7% of EE vs 18.6% of ULI) and fair/poor health (5.4% of EE vs 17.2% of ULI) were higher for uninsured children. In the previous year, 88.2% of EE versus 66.1% of ULI children had a usual source of care. The mean number of preventive visits was similar (1.4 vs 1.2), but the EE group reported a higher mean number of sick visits (2.0 vs 1.1), emergency visits (0.48 vs 0.15), and hospitalizations (0.09 vs 0.02). CONCLUSIONS In the first 2 years of the program, Child Health Plan Plus is not yet reaching the "hard-to-reach" but, rather, disproportionately high numbers of non-Hispanic children who already have a usual source of care and recent insurance. EE children did not have higher rates of chronic conditions but did demonstrate higher utilization before enrollment, possibly reflecting patterns of enrollment into the program.
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Affiliation(s)
- Allison Kempe
- Department of Pediatrics and University of Colorado HSC, Denver, Colorado, USA.
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Remler DK, Glied SA. What other programs can teach us: increasing participation in health insurance programs. Am J Public Health 2003; 93:67-74. [PMID: 12511389 PMCID: PMC1447695 DOI: 10.2105/ajph.93.1.67] [Citation(s) in RCA: 60] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Many uninsured Americans are already eligible for free or low-cost public coverage through Medicaid or Children's Health Insurance Program (CHIP) but do not "take up" that coverage. However, several other public programs, such as food stamps and unemployment insurance, also have less-than-complete take-up rates, and take-up rates vary considerably among programs. This article examines the take-up literature across a variety of programs to learn what effects nonfinancial features, such as administrative complexity, have on take-up. We find that making benefit receipt automatic is the most effective means of ensuring high take-up, while there is little evidence that stigma is important.
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Affiliation(s)
- Dahlia K Remler
- Department of Health Policy and Management, Mailman School of Public Health, Columbia University, New York, NY 10032, USA.
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Long SH, Marquis MS. Participation in a public insurance program: subsidies, crowd-out, and adverse selection. INQUIRY : A JOURNAL OF MEDICAL CARE ORGANIZATION, PROVISION AND FINANCING 2002; 39:243-57. [PMID: 12479537 DOI: 10.5034/inquiryjrnl_39.3.243] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
This paper examines how varying the level of subsidies affects participation in a public insurance program, crowd-out of private insurance, and adverse selection. We study the experience in Washington's Basic Health program in 1997. Findings show that adverse selection is not a problem in voluntary public programs. Increasing subsidies have only modest effects on participation in subsidized programs, though the gains are not at the expense of the private market. Overall participation in the subsidized plan is also modest, even though participants benefit from it. The challenge to policymakers is to find program design characteristics, beyond subsidies, that attract the uninsured.
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Feinberg E, Swartz K, Zaslavsky AM, Gardner J, Walker DK. Language proficiency and the enrollment of Medicaid-eligible children in publicly funded health insurance programs. Matern Child Health J 2002; 6:5-18. [PMID: 11926255 DOI: 10.1023/a:1014308031534] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
OBJECTIVES The purpose of the study was to examine the effect of language proficiency on enrollment in a state-sponsored child health insurance program. METHODS 1055 parents of Medicaid-eligible children, who were enrolled in a state-sponsored child health insurance program, were surveyed about how they learned about the state program, how they enrolled their children in the program, and perceived barriers to Medicaid enrollment. We performed weighted chi2 tests to identify statistically significant differences in outcomes based on language. We conducted multivariate analyses to evaluate the independent effect of language controlling for demographic characteristics. RESULTS Almost a third of families did not speak English in the home. These families, referred to as limited English proficiency families, were significantly more likely than English-proficient families to learn of the program from medical providers, to receive assistance with enrollment, and to receive this assistance from staff at medical sites as compared to the toll-free telephone information line. They were also more likely to identify barriers to Medicaid enrollment related to "know-how"--that is, knowing about the Medicaid program, if their child was eligible, and how to enroll. Differences based on language proficiency persisted after controlling for marital status, family composition, place of residence, length of enrollment, and employment status for almost all study outcomes. CONCLUSIONS This study demonstrates the significant impact of English language proficiency on enrollment of Medicaid-eligible children in publicly funded health insurance programs. Strong state-level leadership is needed to develop an approach to outreach and enrollment that specifically addresses the needs of those with less English proficiency.
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Affiliation(s)
- Emily Feinberg
- Harvard School of Public Health, Boston, Massachusetts, USA.
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Kempe A, Renfrew BL, Barrow J, Cherry D, Jones JS, Steiner JF. Barriers to enrollment in a state child health insurance program. AMBULATORY PEDIATRICS : THE OFFICIAL JOURNAL OF THE AMBULATORY PEDIATRIC ASSOCIATION 2001; 1:169-77. [PMID: 11888395 DOI: 10.1367/1539-4409(2001)001<0169:bteias>2.0.co;2] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE To identify barriers to enrollment into Colorado's Child Health Insurance Plan (CHP+) for non-Hispanic (NH), Hispanic (H), and uninsured families. DESIGN Telephone survey of 1) random samples of families who requested an application but did not complete it (N = 273 NH, N = 159 H) and 2) families with uninsured children identified by random-digit-dial statewide surveys (N = 165). RESULTS Major reasons for not enrolling included 1) got other insurance (NH 16.5%; H 27.2% P <.01), 2) thought household income was too high to qualify (NH 21.0%; H 11.9% P =.01), and 3) paperwork (NH 13.4%; H 14.7%, P = NS). Of those who thought their income was too high (N = 76, 17.6%), 58.5% appeared eligible based on reported income. Of uninsured families, only 41.7% had heard of CHP+. Of those who had never applied, major remediable reasons included not knowing enough about the program (20.9%) and thinking household income was too high (9.3%). CONCLUSIONS Effective marketing and education to increase awareness of CHP+ and ensure understanding of eligibility are critical to the success of the program.
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Affiliation(s)
- A Kempe
- Department of Pediatrics, University of Colorado Health Sciences Center, Denver, CO, USA.
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Byck GR. A comparison of the socioeconomic and health status characteristics of uninsured, state Children's health insurance program-eligible children in the united states with those of other groups of insured children: implications for policy. Pediatrics 2000; 106:14-21. [PMID: 10878143 DOI: 10.1542/peds.106.1.14] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES To describe the sociodemographic and health status characteristics of the national uninsured, State Children's Health Insurance Program (SCHIP)-eligible population, and to compare this population with Medicaid-enrolled children, privately insured children, and privately insured children who have family income in the SCHIP eligibility range. PROCEDURES Data were analyzed for 50 950 children 0 to 18 years of age included in the 1993 and 1994 National Health Interview Surveys. The survey obtained information on insurance coverage and sociodemographic and health status measures. Bivariate analyses were conducted to identify the relationships between SCHIP eligibility and sociodemographic and health status characteristics. Multivariate analyses were conducted to assess the independent association of the sociodemographic and health status variables with the likelihood of being uninsured, SCHIP-eligible. PRIMARY FINDINGS Results indicate that SCHIP children exhibit markedly different socioeconomic and health status characteristics than do both Medicaid- enrolled and privately insured children, although these differences are less significant in privately insured children. SCHIP children more often live with college- educated (39.4%) and employed adults (91.2%) than do Medicaid-enrolled children (23.0% and 53.9%, respectively). However, SCHIP children live with college-educated and employed adults less than do all privately insured children (66.7% and 96.9%, respectively) and privately insured/same-income children (57.8% and 97.0%, respectively). Parents of SCHIP-eligible children are also disproportionately self-employed or employed in industries (e.g., retail trade) and occupations in which health insurance coverage is less available or affordable. SCHIP-eligible children are also 2 times more likely to be adolescents and 11/2 times more likely to be in excellent health than Medicaid-eligible children. Compared with privately insured children, SCHIP-eligible children are nearly 3 times more likely to be Hispanic and nearly 2 times more likely to be rated in fair or poor health. CONCLUSIONS The results demonstrate that uninsured, SCHIP-eligible children are substantially different from children in these groups, particularly compared with Medicaid-enrolled children. These differences need to be taken into account when setting policies and implementing programs intended to increase health insurance coverage and access to health care.
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Affiliation(s)
- G R Byck
- School of Public Health, University of Illinois at Chicago, Chicago, Illinois 60607-3025, USA.
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Saver BG, Doescher MP. To buy, or not to buy: factors associated with the purchase of nongroup, private health insurance. Med Care 2000; 38:141-51. [PMID: 10659688 DOI: 10.1097/00005650-200002000-00004] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Employment-based health insurance coverage is declining in the United States. Many recent efforts to increase coverage have promoted the individual purchase of insurance, with or without subsidies. OBJECTIVES To study the associations of factors including minority group membership, education, income, wealth, and health status with the voluntary purchase of nongroup, private health insurance. DESIGN Analysis of the 1987 National Medical Expenditure Survey (NMES). SUBJECTS Adult respondents to the NMES who were younger than 65 years of age in 2,574 health-insurance eligibility units (HIEUs) and who either were uninsured or who purchased nongroup, private health insurance for all of 1987. MEASURES Adjusted odds ratios and marginal effects for the associations of minority group membership, educational attainment, income, and wealth with the purchase of nongroup insurance. RESULTS Lower-income and less-wealthy HIEUs were much less likely to purchase insurance than higher-income and wealthier HIEUs, with income and wealth measures having relatively independent effects. With simultaneous adjustment for income, wealth, and other factors, members of minority groups had less than half the odds of non-Hispanic whites and persons with less than a high school education had less than half the odds of college graduates of purchasing nongroup insurance. CONCLUSIONS Minorities and the less educated are much less likely to buy their own health insurance, even after adjustment for income and wealth. Programs encouraging the voluntary purchase of health insurance are likely to widen coverage gaps between historically disadvantaged groups and others.
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Affiliation(s)
- B G Saver
- Department of Family Medicine, University of Washington, Seattle 98195-4696, USA.
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Selden TM, Banthin JS, Cohen JW. Waiting in the wings: eligibility and enrollment in the State Children's Health Insurance Program. Health Aff (Millwood) 1999; 18:126-33. [PMID: 10091439 DOI: 10.1377/hlthaff.18.2.126] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- T M Selden
- Agency for Health Care Policy and Research, Center for Cost and Financing Studies, Rockville, MD, USA
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