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McCulley EM, Frueh L, Myers D, Jaros S, Abdel Magid HS, Bayer F, Lovasi GS. Measuring Spatial Social Polarization in Public Health Research: A Scoping Review of Methods and Applications. J Urban Health 2025; 102:213-239. [PMID: 40063227 PMCID: PMC12031708 DOI: 10.1007/s11524-024-00957-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/12/2024] [Indexed: 04/26/2025]
Abstract
Spatial social polarization (SSP) refers to the uneven spatial distribution and subsequent concentration of polarized social and/or economic groups in a specified geographic area. However, there is heterogeneity in how SSP is measured and operationalized in research. To this end, we conducted a scoping review to characterize the use of SSP measures in public health research, providing a foundation for those seeking to navigate this complex literature, select measurement options, and identify opportunities for methodological development. Using a structured search strategy, we searched PubMed for any primary research, published since 2007, that examined the relationship between SSP and health outcomes. Across 117 included studies, we found a body of evidence that was primarily set in the United States (n = 104), published between 2020 and 2022 (n = 52), and focused on non-communicable diseases (n = 40). We found that defining SSP in the context of privilege, deprivation, and segregation returns a variety of measures. Among measures, we categorized 18 of them as SSP measures, with the Index of Concentration at the Extremes (n = 43) being the most common, and 5 of them as composite indices based on numerous underlying variables spanning several domains like education and race/ethnicity. While most employed a single SSP measure (n = 64), some included up to 5 measures to examine the robustness of findings or to identify how a multidimensional approach to SSP affected associations. Our findings fill a critical literature gap by summarizing options for operationalizing SSP measures and documenting their respective methodologies. Future research should consider using multiple SSP measures to capture the multidimensionality of SSP, widen the scope of health outcomes, and clearly explain the choice of measure(s) and methods used to derive them. Our findings can inform future research questions and help guide researchers in the selection and utilization of the various SSP measures.
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Affiliation(s)
- Edwin M McCulley
- Urban Health Collaborative, Drexel University Dornsife School of Public Health, 3600 Market St, 7th Floor, Philadelphia, PA, 19104, USA.
- Department of Epidemiology and Biostatistics, Drexel University Dornsife School of Public Health, Philadelphia, PA, USA.
| | - Lisa Frueh
- Department of Environmental and Occupational Health, Drexel University Dornsife School of Public Health, Philadelphia, PA, USA
| | - Deiriai Myers
- Department of Epidemiology and Biostatistics, Drexel University Dornsife School of Public Health, Philadelphia, PA, USA
- Department of Child and Adolescent Psychiatry & Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Samuel Jaros
- Department of Epidemiology and Population Health, Stanford School of Medicine, Stanford, CA, USA
| | - Hoda S Abdel Magid
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | - Felicia Bayer
- Urban Health Collaborative, Drexel University Dornsife School of Public Health, 3600 Market St, 7th Floor, Philadelphia, PA, 19104, USA
- Department of Epidemiology and Biostatistics, Drexel University Dornsife School of Public Health, Philadelphia, PA, USA
| | - Gina S Lovasi
- Urban Health Collaborative, Drexel University Dornsife School of Public Health, 3600 Market St, 7th Floor, Philadelphia, PA, 19104, USA
- Department of Epidemiology and Biostatistics, Drexel University Dornsife School of Public Health, Philadelphia, PA, USA
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Ramos SZ, Rose B, Werner EF, Amutah-Onukagha N, Siegel M. Systemic racism and Non-Hispanic Black to Non-Hispanic White disparities in infant mortality at the county level. J Perinatol 2024; 44:1724-1731. [PMID: 39014009 DOI: 10.1038/s41372-024-02048-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 06/17/2024] [Accepted: 07/03/2024] [Indexed: 07/18/2024]
Abstract
OBJECTIVE To use a novel measure of systemic racism to examine its relationship with Non-Hispanic Black (NHB) to Non-Hispanic White (NHW) racial disparities in infant mortality across U.S. counties. STUDY DESIGN In this cross-sectional study, a composite, multi-dimensional measure of systemic racism at the county level was developed using confirmatory factor analysis based on indicators across five dimensions of systemic racism. Using linear regression analysis, we examined the relationship between the systemic racism factor scores and the NHB to NHW racial disparities in county-level infant mortality rates. Additionally, we performed a multi-level analysis of infant mortality, with births nested within counties by running a random intercept model that controlled for factors at both the individual and county levels to take into account the clustered nature of the data. RESULTS There were 325 counties that met inclusion criteria for the county level analysis and 1181 counties for the individual level analysis. Each one standard deviation increase in the Systemic Racism Index was associated with an increase of 10.4% in the Non-Hispanic Black to Non-Hispanic White infant mortality rate ratio at the county level (aOR 1.104, 95% CI [1.061-1.148]). After controlling for individual level clinical factors and county level factors, each one standard deviation increase in the systemic racism index score was associated with a decrease of 3.5% in the NHW infant mortality rate (aOR 0.965, 95% CI [0.943-0.988]). CONCLUSION Systemic racism is significantly associated with differences between counties in the magnitude of their Non-Hispanic Black to Non-Hispanic White racial disparities in infant mortality rates.
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Affiliation(s)
- Sebastian Z Ramos
- Department of Obstetrics and Gynecology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, USA
| | - Bliss Rose
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
| | - Erika F Werner
- Department of Obstetrics and Gynecology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA, USA
| | - Ndidiamaka Amutah-Onukagha
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA
| | - Michael Siegel
- Department of Public Health and Community Medicine, Tufts University School of Medicine, Boston, MA, USA.
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Amuzie O, Radack J, Yang N, Barreto A, Murosko D, Handley SC, Lorch SA, Burris HH, Montoya-Williams D. National Variation in Black Immigrant Preterm Births and the Role of County-Level Social Factors. J Racial Ethn Health Disparities 2024:10.1007/s40615-024-02198-4. [PMID: 39378011 PMCID: PMC11975723 DOI: 10.1007/s40615-024-02198-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 09/22/2024] [Accepted: 09/24/2024] [Indexed: 10/19/2024]
Abstract
Preterm birth rates among Black individuals continue to be inequitably high in the USA. Black immigrants appear to have a preterm birth advantage over US-born counterparts. This national cross-sectional study of singleton non-Hispanic Black individuals in the USA from 2011 to 2018 aimed to investigate if the Black immigrant preterm birth advantage varied geographically and how this advantage associated with county-level social drivers of health. Generalized linear mixed models explored the odds of preterm birth (< 37 weeks) by birthing person's nativity, defined as US- versus foreign-born. In county-level analyses, five measures were explored as possible sources of structural risk for or resilience against preterm birth: percent of residents in poverty, percent uninsured, percent with more than a high school education, percent foreign-born, and racial polarization. County-level immigrant advantage among foreign-born compared to US-born Black individuals was defined by a disparity rate ratio (RR); RR < 1 indicated a county-level immigrant preterm birth advantage. Linear regression models at the level of counties quantified associations between county-level factors and disparity RRs. Among 4,072,326 non-Hispanic Black birthing individuals, immigrants had 24% lower adjusted odds of preterm birth compared to US-born Black individuals (aOR 0.77, 95% CI 0.76-0.78). In county-level analyses, the immigrant advantage varied across counties; disparity RRs ranged from 0.13 to 2.82. County-level lack of health insurance and education greater than high school were both associated with immigrant preterm birth advantage. Future research should explore policies within counties that impact risk of preterm birth for both US-born and immigrant Black individuals.
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Affiliation(s)
- Ozi Amuzie
- Division of Neonatology, Children's Hospital of Philadelphia, 2716 South Street, Philadelphia, PA, 19146, USA
| | - Joshua Radack
- Division of Neonatology, Children's Hospital of Philadelphia, 2716 South Street, Philadelphia, PA, 19146, USA
| | - Nancy Yang
- Division of Neonatology, Children's Hospital of Philadelphia, 2716 South Street, Philadelphia, PA, 19146, USA
- School of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Alejandra Barreto
- Division of Neonatology, Children's Hospital of Philadelphia, 2716 South Street, Philadelphia, PA, 19146, USA
| | - Daria Murosko
- Division of Neonatology, Children's Hospital of Philadelphia, 2716 South Street, Philadelphia, PA, 19146, USA
- Children's Hospital of Philadelphia PolicyLab, Philadelphia, PA, USA
| | - Sara C Handley
- Division of Neonatology, Children's Hospital of Philadelphia, 2716 South Street, Philadelphia, PA, 19146, USA
- Department of Pediatrics, Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, USA
| | - Scott A Lorch
- Division of Neonatology, Children's Hospital of Philadelphia, 2716 South Street, Philadelphia, PA, 19146, USA
- Department of Pediatrics, Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, USA
- Children's Hospital of Philadelphia PolicyLab, Philadelphia, PA, USA
| | - Heather H Burris
- Division of Neonatology, Children's Hospital of Philadelphia, 2716 South Street, Philadelphia, PA, 19146, USA
- Department of Pediatrics, Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, USA
| | - Diana Montoya-Williams
- Division of Neonatology, Children's Hospital of Philadelphia, 2716 South Street, Philadelphia, PA, 19146, USA.
- Department of Pediatrics, Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, USA.
- Children's Hospital of Philadelphia PolicyLab, Philadelphia, PA, USA.
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Anderson KF, Wolski C. Racial/Ethnic Residential Segregation, Neighborhood Health Care Provision, and Choice of Pediatric Health Care Provider Across the USA. J Racial Ethn Health Disparities 2024; 11:3091-3104. [PMID: 37624536 DOI: 10.1007/s40615-023-01766-4] [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: 06/12/2023] [Revised: 07/31/2023] [Accepted: 08/16/2023] [Indexed: 08/26/2023]
Abstract
Much research has been conducted that demonstrates a link between racial/ethnic residential segregation and health care outcomes. We suggest that minority segregated neighborhoods may have diminished access to organizations and that this differential access may contribute to differences in health care outcomes across communities. We analyze this specifically using the case of pediatric health care provider choice. To examine this association, we estimate a series of multinomial logistic regression models using restricted data with ZIP code level geoidentifiers from the 2011-2012 National Survey of Children's Health (NSCH). We find that racial/ethnic residential segregation is related to a greater reliance on non-ideal forms of health care, such as clinics, and hospital outpatient departments, instead of pediatric physician's offices. This association is at least partially attenuated by the distribution of health care facilities in the local area, physician's offices, and health care practitioners in particular. Additionally, families express greater dissatisfaction with these other forms of care compared to physician's offices, demonstrating that the lack of adequate health care provision is meaningful for health care outcomes. This study expands the literature by examining how the siting of health organizations has consequences for individuals residing within these areas.
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Affiliation(s)
- Kathryn Freeman Anderson
- Department of Sociology, University of Houston, 3551 Cullen Blvd, PGH Building, Room 450, Houston, TX, 77204-3012, USA.
| | - Caroline Wolski
- Department of Sociology, University of Houston, 3551 Cullen Blvd, PGH Building, Room 450, Houston, TX, 77204-3012, USA
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Carrión D, Rush J, Colicino E, Just AC. Residential segregation and summertime air temperature across 13 northeastern U.S. states: Potential implications for energy burden. ENVIRONMENTAL RESEARCH LETTERS : ERL [WEB SITE] 2024; 19:084005. [PMID: 39329068 PMCID: PMC11423957 DOI: 10.1088/1748-9326/ad5b77] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/28/2024]
Abstract
High ambient summertime temperatures are an increasing health concern with climate change. This is a particular concern for minoritized households in the United States, for which differential energy burden may compromise adaptive capacity to high temperatures. Our research question was: Do minoritized groups experience hotter summers than the area average, and do non-Hispanic white people experience cooler summers? Using a fine-scaled spatiotemporal air temperature model and U.S. census data, we examined local (within-county) differences in warm season cooling degree days (CDDs) by ethnoracial group as a proxy for local energy demand for space cooling across states of the northeast and mid-Atlantic U.S. in 2003-2019. Using state-specific regression models adjusted for year and county, we found that Black and Latino people consistently experienced more CDDs, non-Hispanic white people experienced fewer CDDs, and Asian populations showed mixed results. We also explored a concentration-based measure of residential segregation for each ethnoracial group as one possible pathway towards temperature disparities. We included the segregation measure as a smooth term in a regression model adjusted for county and year. The results were nonlinear, but higher concentrations of white people were associated with lower annual CDDs and higher concentrations of Latino people were associated with higher annual CDDs than the county average. Concentrations for Black and Asian people were nonmonotonic, sometimes with bowed associations. These findings suggest that present-day residential segregation, as modeled by spatially smoothed ethnoracial subgroup concentrations, may contribute to summertime air temperature disparities and influence adaptive capacity. We hope these findings can support place-based interventions, including targeting of energy insecurity relief programs.
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Affiliation(s)
- Daniel Carrión
- Department of Environmental Health Sciences, Yale University School of Public Health, New Haven, CT, United States
- Yale Center on Climate Change and Health, Yale University School of Public Health, New Haven, CT, United States
| | | | - Elena Colicino
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York City, NY, United States
| | - Allan C. Just
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, United States
- Institute at Brown for Environment and Society, Brown University, Providence, RI, United States
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McKenzie-Sampson S, Baer RJ, Jelliffe-Pawlowski LL, Karasek D, Riddell CA, Torres JM, Blebu BE. Structural racism, nativity and risk of adverse perinatal outcomes among Black women. Paediatr Perinat Epidemiol 2024; 38:89-97. [PMID: 38116814 DOI: 10.1111/ppe.13032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 12/04/2023] [Accepted: 12/05/2023] [Indexed: 12/21/2023]
Abstract
BACKGROUND Black women in the United States (US) have the highest risk of preterm birth (PTB) and small for gestational age (SGA) births, compared to women of other racial groups. Among Black women, there are disparities by nativity whereby foreign-born women have a lower risk of PTB and SGA compared to US-born women. Differential exposure to racism may confer nativity-based differences in adverse perinatal outcomes between US- and foreign-born Black women. This remains unexplored among US- and African-born women in California. OBJECTIVES Evaluate the relationship between structural racism, nativity, PTB and SGA among US- and African-born Black women in California. METHODS We conducted a population-based study of singleton births to US- and African-born Black women in California from 2011 to 2017 (n = 131,424). We examined the risk of PTB and SGA by nativity and neighbourhoods with differing levels of structural racism, as measured by the Index of Concentration at the Extremes. We fit crude and age-adjusted Poisson regression models, estimated using generalized estimating equations, with risk ratios (RR) and 95% confidence intervals (CI) as the effect measure. RESULTS The proportions of PTB and SGA were 9.7% and 14.5%, respectively, for US-born women, while 5.6% and 8.3% for African-born women. US-born women (n = 24,782; 20.8%) were more likely to live in neighbourhoods with high structural racism compared to African-born women (n = 1474; 11.6%). Structural racism was associated with an elevated risk of PTB (RR 1.19, 95% CI 1.12, 1.26) and SGA (RR 1.19, 95% CI 1.13, 1.25) for all Black women, however, there was heterogeneity by nativity, with US-born women experiencing a higher magnitude of effect than African-born women. CONCLUSIONS Among Black women in California, exposure to structural racism and the impacts of structural racism on the risk of PTB and SGA varied by nativity.
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Affiliation(s)
- Safyer McKenzie-Sampson
- Department of Epidemiology & Biostatistics, University of California San Francisco School of Medicine, San Francisco, California, USA
- UCSF California Preterm Birth Initiative, University of California San Francisco School of Medicine, San Francisco, California, USA
| | - Rebecca J Baer
- UCSF California Preterm Birth Initiative, University of California San Francisco School of Medicine, San Francisco, California, USA
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of California San Francisco School of Medicine, San Francisco, California, USA
- Department of Pediatrics, University of California San Diego School of Medicine, San Francisco, California, USA
| | - Laura L Jelliffe-Pawlowski
- Department of Epidemiology & Biostatistics, University of California San Francisco School of Medicine, San Francisco, California, USA
- UCSF California Preterm Birth Initiative, University of California San Francisco School of Medicine, San Francisco, California, USA
| | - Deborah Karasek
- UCSF California Preterm Birth Initiative, University of California San Francisco School of Medicine, San Francisco, California, USA
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of California San Francisco School of Medicine, San Francisco, California, USA
- School of Public Health, Oregon Health & Science University and Portland State University, Portland, Oregon, USA
| | - Corinne A Riddell
- Divisions of Biostatistics and Epidemiology, School of Public Health, University of California Berkeley, Berkeley, California, USA
| | - Jacqueline M Torres
- Department of Epidemiology & Biostatistics, University of California San Francisco School of Medicine, San Francisco, California, USA
- UCSF California Preterm Birth Initiative, University of California San Francisco School of Medicine, San Francisco, California, USA
| | - Bridgette E Blebu
- Department of Obstetrics and Gynecology, Lundquist Institute for Biomedical Innovation at Harbor UCLA Medical Center, University of California, Los Angeles, Los Angeles, California, USA
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Montoya-Williams D, Barreto A, Fuentes-Afflick E, Collins JW. Nativity and perinatal outcome disparities in the United States: Beyond the immigrant paradox. Semin Perinatol 2022; 46:151658. [PMID: 36137831 PMCID: PMC10016119 DOI: 10.1016/j.semperi.2022.151658] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
In the United States (US), epidemiologists have long documented paradoxically lower rates of adverse perinatal health outcomes among immigrant birthing people than what might be expected in light of socioeconomic and language barriers to healthcare, especially as compared to their US-born racial and ethnic counterparts. However, researchers have also documented significant variability in this immigrant birth paradox when examining within and across racial and ethnic subgroups. This review paper summarizes fifty years of research regarding differences in low, preterm birth, and infant mortality in the US, according to the nativity status of the birthing person. While there is ample evidence of the importance of nativity in delineating a pregnant person's risk of adverse infant outcomes, this review also highlights the relative paucity of research exploring the intersection of acculturation, ethnic enclaves, and structural segregation. We also provide recommendations for advancing the study of perinatal outcomes among immigrants.
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Affiliation(s)
- Diana Montoya-Williams
- Assistant Professor of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA; Department of Neonatology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
| | - Alejandra Barreto
- Department of Neonatology, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Research assistant, Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | - Elena Fuentes-Afflick
- Professor of Pediatrics and Vice Dean, University of California, San Francisco, San Francisco, CA, USA
| | - James W Collins
- Professor of Neonatology, Department of Neonatology, Northwestern Feinberg School of Medicine, Chicago, IL, USA
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