Publication
Impact on Vital Community Conditions: Underlying Factors of Medicaid Inequities Annotated Bibliography
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The State Health Access Data Assistance Center (SHADAC) with support from the Robert Wood Johnson Foundation (RWJF) and in collaboration with partner organizations is exploring whether a new national Medicaid Equity Monitoring Tool could increase accountability for state Medicaid programs to advance health equity while also improving population health.
During the first phase of this project, a conceptual wireframe for the potential tool was created. This wireframe includes five larger sections, organized by various smaller domains, which would house the many individual concepts, measures, and factors that can influence equitable experiences and outcomes within Medicaid (see full wireframe below).
While project leaders and the Advisory Committee appointed at the beginning of the project all agree that the Medicaid program is a critical safety net, they specifically identified the importance and the need for an “Underlying Factors” section of the tool. This section aims to compile academic research and grey literature sources that explain and provide analysis for the underlying factors and root causes that may contribute to inequities in Medicaid.
- Historical context of Medicaid inequities
- Information on how underlying factors perpetuate inequities in Medicaid
- Potential solutions for alleviating inequities within Medicaid
Once selected, researchers compiled sources in an organized annotated bibliography, providing a summary of each source and its general findings. This provides users with a curated and thorough list of resources they can use to understand the varied and interconnecting root causes of Medicaid inequities. Researchers plan to continually update this curated selection as new research and findings are identified and/or released.
Sections of the full annotated bibliography include:
- Systemic Racism
- Systemic / Structural Ableism
- Sexual Orientation, Gender Identity, and Gender Affirming Care Discrimination
- Reproductive Oppression in Health Care
- Impact on Vital Community Conditions
This page is dedicated to a single section from the full annotated bibliography:
Impact on Vital Community Conditions
Underlying Factors Annotated Bibliography: Impact on Vital Community Conditions
Have a source you'd like to submit for inclusion in our annotated bibliography? Contact us here to propose a source for inclusion.
Click on the arrows to expand / collapse each source.
Semprini, J., Ali, A. K., & Benavidez, G. A. (2023). Medicaid Expansion Lowered Uninsurance Rates Among Nonelderly Adults In The Most Heavily Redlined Areas. Health Affairs, 42(10), 1439–1447. https://doi.org/10.1377/hlthaff.2023.00400
Author(s): Jason Semprini, University of Iowa, College of Public Health; Abinasir K. Ali, University of Iowa, College of Public Health; and Gabriel A. Benavidez, Department of Epidemiology and Biostatistics, University of South Carolina
Article Type: Peer-reviewed journal
While there has been ample research on the effect of Medicaid expansion on reducing individual-level racial and ethnic disparities in health insurance coverage, authors here attempt to fill the gap in research on how Medicaid expansion is affected by root causes of health inequities, such structural racism, as measured by the historically racist policy of residential redlining. The federal government’s rating system for mortgage investments, which benefited white, upper middle-class families and penalized minoritized communities and the working-class, has had lasting effects even after it was outlawed in the late 1960s. These effects include substantial wealth gaps, under-resourced communities, and poorer health outcomes. The authors use data from national surveys and a difference-in-differences design to explore how exposure to historical redlining may have influenced the effect of Medicaid expansion on population-level insurance rates for non-Hispanic Black, non-Hispanic White, and Hispanic nonelderly adults. When comparing uninsurance rates in Medicaid expansion and non-expansion states before and after the passage of the Affordable Care Act, authors found that Medicaid expansion had the greatest impact on lowering uninsurance rates in areas with the highest level of historic redlining. Even though no statistically significant differences were observed by race and ethnicity within each redline category, authors conclude that “Medicaid expansion may have helped to reduce some of the negative consequences of structural racism…” and emphasize the importance of studying contextual factors when evaluating health programs and policies.
Londhe, S., Ritter, G., & Schlesinger, M. (2019). Medicaid Expansion in Social Context: Examining Relationships Between Medicaid Enrollment and County-Level Food Insecurity. Journal of Health Care for the Poor and Underserved, 30(2), 532–546. https://doi.org/10.1353/hpu.2019.0033
Author(s): Shilpa Londhe, Department of Health Policy and Management, Yale School of Public Health; Grant Ritter, Heller School for Social Policy and Management, Brandeis University, Mark Schlesinger, Department of Health Policy and Management, Yale School of Public Health
Article Type: Peer-reviewed journal
This article studies the relationship between county Medicaid enrollment and food insecurity in over 350 counties. The authors acknowledge that food insecurity prevalence ranges widely across the country, from as low as 4 percent up to 39 percent in some states. The authors observe that counties who expanded their Medicaid program in 2012 had significantly reduced food insecurity compared to their baseline year of 2009, and compared to counties that expanded later in calendar year 2014. While the authors acknowledge that food insecurity and lack of insurance coverage are likely related, they conclude that Medicaid likely offers greater financial security overall, which alludes to many improvements for low-income families, with overcoming food insecurity being one positive of many likely effects.
Bowen, S., Elliott, S., & Hardison-Moody, A. (2021). The structural roots of food insecurity: How racism is a fundamental cause of food insecurity. Sociology Compass, 15(7). https://doi.org/10.1111/soc4.12846
Author(s): Sarah Bowen, Professor of Sociology at North Carolina State University; Sinikka Elliot, Associate Professor of Sociology at the University of British Columbia; Annie Hardison-Moody, Associate Professor of Agricultural and Human Sciences at North Carolina State University
Article Type: Peer-reviewed journal
This article, written by scholars in the US and Canada and funded by the US Department of Agriculture, provides a detailed overview of the patterns of food insecurity in the recent past. These patterns of food insecurity include that it is associated with lower income households, mostly cyclical as opposed to chronic, more prevalent in households with children and in households headed by women, and households headed by people of color and people with disabilities. Food insecurity also has negative effects on physical and mental health as well as academic performance and risk of hospitalization among children. Authors summarize evidence on the association between food insecurity and poverty, other forms of hardship, housing insecurity, and neighborhood support systems, but argue that there is a more fundamental cause for food insecurity: racism and persistent unequal access for people of color to opportunities and resources. To combat food insecurity, structural change is needed. While the article does not go into detail about specific recommendations for the Medicaid program, it references advocating for Medicaid expansion and against “...punitive and stringent policies that disproportionately harm people of color…,” which can be the price for access to assistance.
Charania, S. (2021). How Medicaid and States Could Better Meet Health Needs of Persons Experiencing Homelessness. AMA Journal of Ethics, 23(11), E875-880. https://doi.org/10.1001/amajethics.2021.875
Author(s): Sana Charania, George Washington University’s School of Public Health in Washington, DC
Article Type: Peer-reviewed policy reform brief
This peer-reviewed policy reform brief includes a list of strategies that state Medicaid programs can pursue with providers to alleviate health care stressors of those experiencing homelessness. The author remarks that in 2020, over half a million people experience homelessness on any given night in the United States. According to survey data from a decade earlier, about a quarter of “…sheltered persons experiencing homelessness had a severe mental illness and 35 percent had problems with substance use”. The author states that there is a need for better supportive housing options and discusses studies in several states that showed providing permanent housing and needed services (such as behavioral health care) to individuals who were previously homeless led to decreased inpatient or emergency department visits and lower health care costs. The author emphasizes that it is not entirely on state Medicaid programs to reach those experiencing homelessness; clinicians and hospitals have a role to play in resolving biases about this very stigmatized group of people and assessing the basic needs of their patients. The author does highlight the importance of Medicaid expansion under the ACA – citing the improved health conditions of those experiencing homelessness and an increase in coverage in expansion states.
Dennett, J. M., & Baicker, K. (2022). Medicaid, Health, and the Moderating Role of Neighborhood Characteristics. Journal of Urban Health, 99(1), 116–133. https://doi.org/10.1007/s11524-021-005792
Author(s): Julia M. Dennett, Yale University School of Public Health, New Haven, CT; Katherine Baicker, University of Chicago Harris School of Public Policy, Chicago, IL and the National Bureau of Economic Research, Cambridge, MA.
Article Type: Peer-reviewed journal
This article is an analysis of whether key neighborhood characteristics, such as “socioeconomic deprivation (which is a score that reflects neighborhood ethnicity, education, employment, poverty, and housing/crowding), food access, park access and green space, attributes that promote active living, and land use” influence the effect of health insurance coverage on health outcomes. Using data collected in 2009 and 2010 about participants in the Oregon Health Insurance living in the Portland area, some of whom had access to Medicaid coverage and some of whom did not, authors found neighborhood characteristics played only a limited role in moderating the impacts of coverage on select health outcomes. The study’s null findings imply that Medicaid expansion benefited many across the board, regardless of neighborhood. Also implied is that the relationship between coverage and neighborhood characteristics and health outcomes is complex. Authors note several study limitations, including other factors to consider in the definition of neighborhood characteristics and their inability to conduct subgroup analyses. They also call for future research to inform policy.
Satcher, L. A. (2022). (Un) Just Deserts: Examining Resource Deserts and the Continued Significance of Racism on Health in the Urban South. Sociology of Race and Ethnicity, 8(4), 483–502. https://doi.org/10.1177/23326492221112424
Author(s): Lacee Satcher, Professor of Sociology and Environmental Studies at Boston College
Article Type: Peer-reviewed journal
This peer-reviewed article summarizes research examining the relationship between resource scarcity (measured in terms of multiply-deserted areas (MDAs)) and health. The author goes on to discuss how this relationship varies according to race and class composition of urban neighborhoods in the South and its implications for public programs, including Medicaid. MDAs were constructed based on three types of resource deserts: food, green spaces, and pharmacy deserts. Health outcomes examined included adults with diabetes, obesity, asthma, and no leisure-time physical activity. Results show that, compared to less resource-scarce areas, MDAs are associated with higher disease prevalence as well as higher rates of inactivity. Co-occurring resource scarcity has more influence on outcomes and activity levels than single-resource scarcity resulting in greater stress and negative impacts on health. “While there have been efforts to increase food access or greenspace for low-income, predominantly Black neighborhoods via farmer’s markets and community gardens, understanding that these neighborhoods are experiencing compounded, co-occurring resource scarcity calls for a more comprehensive policy intervention or community initiative that increases access to healthy foods, greenspace, and prescription medicines.” The author explains further that, “reducing disparities in prescription access and adherence via expansion of Medicare Part D and Medicaid are important, but study findings suggest that policy efforts to reduce disparities should also increase spatial access to pharmacies.”
Wei, Y., Qiu, X., Sabath, M. B., Yazdi, M. D., Yin, K., Li, L., Peralta, A. A., Wang, C., Koutrakis, P., Zanobetti, A., Dominici, F., & Schwartz, J. D. (2022). Air Pollutants and Asthma Hospitalization in the Medicaid Population. American Journal of Respiratory and Critical Care Medicine, 205(9). https://doi.org/10.1164/rccm.202107-1596oc
Author(s): Yaguang Wei, Xinye Qiu, Mahdieh Danesh Yazdi, Longxiang Li, Adjani A. Peralta, Cuicui Wang, Petros Koutrakis, Antonella Zanobetti, are all from the Department of Environmental Health at Harvard T.H. Chan School of Public Health; Matthew Benjamin Sabath Francesca Dominici are from the Department of Biostatistics at Harvard T.H. Chan School of Public Health; Kanhua Yin is from the Department of Epidemiology at Harvard T.H. Chan School of Public Health; and Joel D. Schwartz is associated with both the Department of Environmental Health at Harvard T.H. Chan School of Public Health as well as the Department of Surgery, Massachusetts General Hospital, Harvard Medical School.
Article Type: Peer-reviewed journal
This peer reviewed study analyzes inpatient claims of Medicaid beneficiaries from 2000 to 2012 by zip code in order to determine the effect of three common air pollutants (nitrogen dioxide, ozone pollution, and particulate matter) on asthma hospitalizations. The researchers found a positive relationship between short-term exposures and increased risk of asthma hospitalization for those with one asthma admission during the study period, but air pollutants appeared to be less of a factor for those with multiple asthma admissions during the study period. A community-level analysis found higher risk of asthma hospitalization for people living in low population density zip codes, people with higher average BMI, and people living a longer distance to the nearest hospital. There were no significant differences in risk of asthma hospitalizations by race or ethnicity. These results emphasize the importance of both individual and contextual factors in assessing the quality of health care for the Medicaid population, where the impact of air pollutant exposures on asthma susceptibility differed by severity and place characteristics.
[1] State Health & Value Strategies (SHVS). (2021). Talking about anti-racism and health equity: Discussing racism. https://www.shvs.org/wp-content/uploads/2021/08/Talking-About-Anti-Racism-Health-Equity-1-of-3.pdf