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Wagner RW, Natori A, Prinsloo S, Otto AK, Saez-Clarke E, Ochoa JM, Tworoger SS, Ulrich CM, Hathaway CA, Ahmed S, McQuade JL, Peoples AR, Antoni MH, Penedo FJ, Cohen L. The role of area deprivation index in health care disruptions among cancer survivors during the SARS-CoV-2 pandemic. Public Health 2024; 232:52-60. [PMID: 38735226 DOI: 10.1016/j.puhe.2024.04.007] [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: 08/22/2023] [Revised: 02/20/2024] [Accepted: 04/05/2024] [Indexed: 05/14/2024]
Abstract
OBJECTIVE To examine the associations between demographic/medical and geographic factors with follow-up medical care and health-related quality of life (HRQoL) among cancer survivors during the SARS-CoV-2 pandemic. STUDY DESIGN Cross-sectional survey. METHODS An online survey was sent to cancer survivors between May 2020 and January 2021, exploring their experience with SARS-CoV-2, follow-up care, and HRQoL. PolicyMap was used to geocode home addresses. Both geographic and demographic/medical factors were examined for their associations with SARS-CoV-2 experience, follow-up care, and HRQoL (FACT-G7). RESULTS Geographic data were available for 9651 participants. Patients living in the highest area deprivation index (ADI) neighborhoods (most deprived) had higher odds of avoiding in-person general (odds ratio [OR] = 7.20; 95% confidence interval [CI] = 2.79-18.60), cancer (OR = 8.47; 95% CI = 3.73-19.30), and emergency (OR = 14.2; 95% CI = 5.57-36.30) medical care, as well as lower odds of using telemedicine (OR = 0.61; 95% CI = 0.52-0.73) compared to the lowest ADI group. Race/ethnicity was not associated with follow-up care after controlling for ADI. The effect of ADI on HRQoL was generally in the expected direction, with higher ADI being associated with worse HRQoL. CONCLUSIONS ADI influenced follow-up medical care more than age, race/ethnicity, or health insurance type. Healthcare providers and institutions should focus on decreasing barriers to in-person and telemedicine health care that disproportionally impact those living in more deprived communities, which are exacerbated by health care disruptions like those caused by the SARS-CoV-2 pandemic.
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Affiliation(s)
- R W Wagner
- Department of Palliative, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - A Natori
- Division of Medical Oncology, Department of Medicine, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - S Prinsloo
- Department of Palliative, Rehabilitation and Integrative Medicine, Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - A K Otto
- Memory Keepers Medical Discovery Team, University of Minnesota Medical School, Duluth Campus, Duluth, MN, USA
| | - E Saez-Clarke
- Department of Psychology, College of Arts and Sciences, University of Miami, FL, USA
| | - J M Ochoa
- Department of Palliative, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - S S Tworoger
- Division of Oncological Sciences, Knight Cancer Institute, School of Medicine, Oregon Health and Science University, Portland, OR, USA
| | - C M Ulrich
- Huntsman Cancer Institute, Department of Population Health Sciences, University of Utah, Salt Lake City, UT, USA
| | - C A Hathaway
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - S Ahmed
- Department of Lymphoma and Myeloma, Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - J L McQuade
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - A R Peoples
- Huntsman Cancer Institute, Department of Population Health Sciences, University of Utah, Salt Lake City, UT, USA
| | - M H Antoni
- Department of Psychology, College of Arts and Sciences, University of Miami, FL, USA; Department of Psychiatry and Behavioral Sciences, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - F J Penedo
- Department of Psychology, College of Arts and Sciences, University of Miami, FL, USA; Department of Medicine & Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - L Cohen
- Department of Palliative, Rehabilitation and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Jenkins AIC, Surachman A, Armendariz M. Where I'm Livin' and How I'm Feelin': Associations among community stress, gender, and mental-emotional health among Black Americans. Soc Sci Med 2024; 348:116763. [PMID: 38552549 DOI: 10.1016/j.socscimed.2024.116763] [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: 03/10/2023] [Revised: 01/12/2024] [Accepted: 03/05/2024] [Indexed: 04/29/2024]
Abstract
RATIONALE Structural racism is a primary avenue for the perpetuation of racial health disparities. For Black Americans, both historically and contemporarily, the neighborhood context serves as one of the most striking examples of structural racism, with stressful neighborhood contexts contributing to the well-documented inequalities in psychological functioning among this population. OBJECTIVE Thus, in this study, we adapted an intersectional-ecological framework to investigate the links between community stress and multiple dimensions of mental-emotional health for Black men and women. METHODS Drawing on cross-sectional data from 842 Black Americans from the Milwaukee area, we tested both objective (Area Deprivation Index; ADI) and subjective (perceived neighborhood disadvantage; PND) indicators of community stress as simultaneous predictors of negative and positive affect and the odds of psychological disorder (depression, anxiety) in multilevel models, examining gender differences in these linkages. RESULTS Results showed greater objective community stress was related to lower levels of negative affect for both men and women and lower odds of psychological disorder for women specifically. Greater subjective community stress was related to higher levels of negative affect and lower levels of positive affect for both men and women and to higher odds of psychological disorder for women specifically. CONCLUSIONS Findings highlight the complex intersectional nature of the links between community stress and Black Americans' mental-emotional health. Specifically, findings demonstrate the pernicious psychological effects of perceived community stress and allude to Black Americans', particularly women's, active resistance and resilience to objective disadvantage, potentially through investing in social relationships in their neighborhoods.
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Affiliation(s)
- August I C Jenkins
- Department of Human Development and Family Studies, University of Illinois-Urbana Champaign, Urbana, IL, USA.
| | - Agus Surachman
- Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, PA, USA
| | - Marina Armendariz
- Department of Public Health, University of Texas at San Antonio, San Antonio, TX, USA
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Martin H, Lewis C, Dreyer S, Couri J, Sen S, Jayabalan P. Social determinants of health and COVID-19 recovery after inpatient rehabilitation. PM R 2024. [PMID: 38520158 DOI: 10.1002/pmrj.13141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 09/19/2023] [Accepted: 01/08/2024] [Indexed: 03/25/2024]
Abstract
BACKGROUND Neighborhoods with more social determinants of health (SDOH) risk factors have higher rates of infectivity, morbidity, and mortality from COVID-19. Patients with severe COVID-19 infection can have long-term functional deficits leading to lower quality of life (QoL) and independence measures. Research shows that these patients benefit greatly from inpatient rehabilitation facilities (IRF) admission, but there remains a lack of studies investigating long-term benefits of rehabilitation once patients are returned to their home environment. OBJECTIVE To determine SDOH factors related to long-term independence and QoL of COVID-19 patients after IRF stay. DESIGN Multisite cross-sectional survey. SETTING Two urban IRFs. MAIN OUTCOME MEASURES Primary outcome measures were Post-COVID Functional Status Scale (PCFS) and Short Form-36 (SF-36) scores. Secondary outcomes were quality indicator (QI) scores while at IRF and a health care access questionnaire. Results were analyzed using analysis of variance and multivariate logistic regression analyses. RESULTS Participants (n = 48) who were greater than 1 year post-IRF stay for severe COVID-19 were enrolled in the study. Higher SF-36 scores were associated with male gender (p = .002), higher income (≥$70,000, p = .004), and living in the city (p = .046). Similarly, patients who were of the male gender (p = .004) and had higher income (≥$70,000, p = .04) had a greater odds of a 0 or 1 on the PCFS. Age was not associated with differences. Women were more likely to seek follow-up care (p = .014). Those who sought follow-up care reported lower SF-36 overall and emotional wellness scores, p = .041 and p = .007, respectively. Commonly reported barriers to health care access were financial and time constraints. CONCLUSIONS Patients with SDOH risk factors need to be supported in the outpatient setting to maintain functional gains made during IRF stays. Female gender, income, and urban setting are potential predictors for long-term QoL and independence deficits after rehabilitation for COVID-19 infection. Low emotional wellness is an indicator for patients to seek out care as far out as 1 year from their rehabilitation stay.
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Affiliation(s)
- Hannah Martin
- Northwestern Feinberg School of Medicine, Chicago, Illinois, USA
| | - Christopher Lewis
- Northwestern Feinberg School of Medicine, Chicago, Illinois, USA
- Shirley Ryan AbilityLab, Chicago, Illinois, USA
| | - Sean Dreyer
- Northwestern Feinberg School of Medicine, Chicago, Illinois, USA
- Shirley Ryan AbilityLab, Chicago, Illinois, USA
| | | | | | - Prakash Jayabalan
- Northwestern Feinberg School of Medicine, Chicago, Illinois, USA
- Shirley Ryan AbilityLab, Chicago, Illinois, USA
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Noppert GA, Clarke P, Hoover A, Kubale J, Melendez R, Duchowny K, Hegde ST. State variation in neighborhood COVID-19 burden across the United States. COMMUNICATIONS MEDICINE 2024; 4:36. [PMID: 38429552 PMCID: PMC10907669 DOI: 10.1038/s43856-024-00459-1] [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: 06/08/2023] [Accepted: 02/12/2024] [Indexed: 03/03/2024] Open
Abstract
BACKGROUND A lack of fine, spatially-resolute case data for the U.S. has prevented the examination of how COVID-19 infection burden has been distributed across neighborhoods, a key determinant of both risk and resilience. Without more spatially resolute data, efforts to identify and mitigate the long-term fallout from COVID-19 in vulnerable communities will remain difficult to quantify and intervene on. METHODS We leveraged spatially-referenced data from 21 states collated through the COVID Neighborhood Project to examine the distribution of COVID-19 cases across neighborhoods and states in the U.S. We also linked the COVID-19 case data with data on the neighborhood social environment from the National Neighborhood Data Archive. We then estimated correlations between neighborhood COVID-19 burden and features of the neighborhood social environment. RESULTS We find that the distribution of COVID-19 at the neighborhood-level varies within and between states. The median case count per neighborhood (coefficient of variation (CV)) in Wisconsin is 3078.52 (0.17) per 10,000 population, indicating a more homogenous distribution of COVID-19 burden, whereas in Vermont the median case count per neighborhood (CV) is 810.98 (0.84) per 10,000 population. We also find that correlations between features of the neighborhood social environment and burden vary in magnitude and direction by state. CONCLUSIONS Our findings underscore the importance that local contexts may play when addressing the long-term social and economic fallout communities will face from COVID-19.
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Affiliation(s)
- Grace A Noppert
- Institute for Social Research, University of Michigan, Ann Arbor, USA.
| | - Philippa Clarke
- Institute for Social Research, University of Michigan, Ann Arbor, USA
| | - Andrew Hoover
- Institute for Social Research, University of Michigan, Ann Arbor, USA
| | - John Kubale
- Institute for Social Research, University of Michigan, Ann Arbor, USA
| | - Robert Melendez
- Institute for Social Research, University of Michigan, Ann Arbor, USA
| | - Kate Duchowny
- Institute for Social Research, University of Michigan, Ann Arbor, USA
| | - Sonia T Hegde
- Department of Epidemiology, Johns Hopkins University, Baltimore, USA
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Comperchio E, Reimer B, Juliano T, Mayfield A, Wishart M. Exploring the impacts of neighborhood disadvantage on Medicare beneficiaries' early COVID-19 vaccine uptake. Health Place 2024; 86:103221. [PMID: 38460403 DOI: 10.1016/j.healthplace.2024.103221] [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: 08/04/2023] [Revised: 02/20/2024] [Accepted: 02/23/2024] [Indexed: 03/11/2024]
Abstract
A variety of factors influenced the American public's experiences with the COVID-19 pandemic and initial availability and uptake of COVID-19 vaccines. To examine variation in early COVID-19 vaccine uptake based on neighborhood disadvantage along with individual sociodemographic and health characteristics, we used Spring 2021 data from the Medicare Current Beneficiary Survey (MCBS), a nationally representative, longitudinal survey of the Medicare population conducted by the Centers for Medicare & Medicaid Services. Bivariate analyses showed that beneficiaries in disadvantaged neighborhoods were less likely to have received at least one vaccine dose than those in less disadvantaged neighborhoods (49.7%, SE = 1.6 versus 66.6%, SE = 1.0, p < 0.0001). After accounting for individual characteristics, the relationship between neighborhood disadvantage and vaccine uptake was not statistically significant. However, interaction effects of neighborhood disadvantage by urbanicity showed a more complex picture, where those in disadvantaged urban areas had the lowest odds of vaccine uptake (p < 0.01). The relationship between neighborhood disadvantage and vaccination is multifaceted, requiring further research to inform future vaccination efforts targeting the most vulnerable beneficiaries.
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Affiliation(s)
- Elise Comperchio
- NORC at the University of Chicago, 55 East Monroe Street, Suite 3000, Chicago, IL, 60603, USA.
| | - Becky Reimer
- NORC at the University of Chicago, 55 East Monroe Street, Suite 3000, Chicago, IL, 60603, USA.
| | - Theresa Juliano
- NORC at the University of Chicago, 55 East Monroe Street, Suite 3000, Chicago, IL, 60603, USA.
| | - Andrea Mayfield
- NORC at the University of Chicago, 55 East Monroe Street, Suite 3000, Chicago, IL, 60603, USA.
| | - Marisa Wishart
- NORC at the University of Chicago, 55 East Monroe Street, Suite 3000, Chicago, IL, 60603, USA.
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Tung EL, Asfour N, Bolton JD, Huang ES, Zhang C, Anselin L. Impact of 2009 American Recovery and Reinvestment Act (ARRA) health center investments on disadvantaged neighborhoods after recession. HEALTH ECONOMICS REVIEW 2024; 14:9. [PMID: 38294643 PMCID: PMC10829270 DOI: 10.1186/s13561-024-00482-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 01/22/2024] [Indexed: 02/01/2024]
Abstract
BACKGROUND Federally qualified health centers (FQHCs) are integral to the U.S. healthcare safety net and uniquely situated in disadvantaged neighborhoods. The 2009 American Recovery and Reinvestment Act (ARRA) invested $2 billion in FQHC stimulus during the Great Recession; but it remains unknown whether this investment was associated with extended benefits for disadvantaged neighborhoods. METHODS We used a propensity-score matched longitudinal design (2008-2012) to examine whether the 2009 ARRA FQHC investment was associated with local jobs and establishments recovery in FQHC neighborhoods. Job change data were obtained from the Longitudinal Employer-Household Dynamics (LEHD) survey and calculated as an annual rate per 1,000 population. Establishment change data were obtained from the National Neighborhood Data Archive (NaNDA) and calculated as an annual rate per 10,000 population. Establishment data included 4 establishment types: healthcare services, eating/drinking places, retail establishments, and grocery stores. Fixed effects were used to compare annual rates of jobs and establishments recovery between ARRA-funded FQHC census tracts and a matched control group. RESULTS Of 50,381 tracts, 2,223 contained ≥ 1 FQHC that received ARRA funding. A higher proportion of FQHC tracts had an extreme poverty designation (11.6% vs. 5.4%), high unemployment rate (45.4% vs. 30.3%), and > 50% minority racial/ethnic composition (48.1% vs. 36.3%). On average, jobs grew at an annual rate of 3.84 jobs per 1,000 population (95% CI: 3.62,4.06). In propensity-score weighted models, jobs in ARRA-funded tracts grew at a higher annual rate of 4.34 per 1,000 (95% CI: 2.56,6.12) relative to those with similar social vulnerability. We observed persistent decline in non-healthcare establishments (-1.35 per 10,000; 95% CI: -1.68,-1.02); but did not observe decline in healthcare establishments. CONCLUSIONS Direct funding to HCs may be an effective strategy to support healthcare establishments and some jobs recovery in disadvantaged neighborhoods during recession, reinforcing the important multidimensional roles HCs play in these communities. However, HCs may benefit from additional investments that target upstream determinants of health to mitigate uneven recovery and neighborhood decline.
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Affiliation(s)
- Elizabeth L Tung
- Section of General Internal Medicine, Department of Medicine, University of Chicago, Chicago, USA.
- Center for Health and the Social Sciences, University of Chicago, Chicago, USA.
- Center for Spatial Data Science, University of Chicago, Chicago, IL, USA.
| | - Nour Asfour
- Section of General Internal Medicine, Department of Medicine, University of Chicago, Chicago, USA
| | - Joshua D Bolton
- Bureau of Primary Health Care at the U.S. Department of Health and Human Services, Health Resources and Services Administration (at the time of authorship), Rockville, MD, USA
| | - Elbert S Huang
- Section of General Internal Medicine, Department of Medicine, University of Chicago, Chicago, USA
- Center for Chronic Disease Research and Policy, University of Chicago, Chicago, IL, USA
| | - Calvin Zhang
- Center for Spatial Data Science, University of Chicago, Chicago, IL, USA
| | - Luc Anselin
- Center for Spatial Data Science, University of Chicago, Chicago, IL, USA
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Fung V, Levison JH, Wilson A, Cheng D, Chau C, Krane D, Trieu HD, Irwin K, Cella E, Bird B, Shellenberger K, Silverman P, Batson J, Fathi A, Gamse S, Wolfe J, Holland S, Donelan K, Samuels R, Becker JE, Freedberg KA, Reichman JL, Keller T, Tsai AC, Hsu J, Skotko BG, Bartels S. COVID-19-Related Outcomes Among Group Home Residents with Serious Mental Illness in Massachusetts in the First Year of the Pandemic. ADMINISTRATION AND POLICY IN MENTAL HEALTH AND MENTAL HEALTH SERVICES RESEARCH 2024; 51:60-68. [PMID: 37938475 PMCID: PMC10872570 DOI: 10.1007/s10488-023-01311-9] [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] [Accepted: 10/06/2023] [Indexed: 11/09/2023]
Abstract
This study examined COVID-19 infection and hospitalizations among people with serious mental illness who resided in residential care group homes in Massachusetts during the first year of the COVID-19 pandemic. The authors analyzed data on 2261 group home residents and COVID-19 data from the Massachusetts Department of Public Health. Outcomes included positive COVID-19 tests and COVID-19 hospitalizations March 1, 2020-June 30, 2020 (wave 1) and July 1, 2020-March 31, 2021 (wave 2). Associations between hazard of outcomes and resident and group home characteristics were estimated using multi-level Cox frailty models including home- and city-level frailties. Between March 2020 and March 2021, 182 (8%) residents tested positive for COVID-19, and 51 (2%) had a COVID-19 hospitalization. Compared with the Massachusetts population, group home residents had age-adjusted rate ratios of 3.0 (4.86 vs. 1.60 per 100) for COVID infection and 13.5 (1.99 vs. 0.15 per 100) for COVID hospitalizations during wave 1; during wave 2, the rate ratios were 0.5 (4.55 vs. 8.48 per 100) and 1.7 (0.69 vs. 0.40 per 100). In Cox models, residents in homes with more beds, higher staff-to-resident ratios, recent infections among staff and other residents, and in cities with high community transmission risk had greater hazard of COVID-19 infection. Policies and interventions that target group home-specific risks are needed to mitigate adverse communicable disease outcomes in this population.Clinical Trial Registration Number This study provides baseline (i.e., pre-randomization) data from a clinical trial study NCT04726371.
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Affiliation(s)
- Vicki Fung
- Mongan Institute, Massachusetts General Hospital, Harvard Medical School, 100 Cambridge Street, Suite 1600, Boston, MA, 02114, USA.
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
| | - Julie H Levison
- Mongan Institute, Massachusetts General Hospital, Harvard Medical School, 100 Cambridge Street, Suite 1600, Boston, MA, 02114, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Anna Wilson
- Mongan Institute, Massachusetts General Hospital, Harvard Medical School, 100 Cambridge Street, Suite 1600, Boston, MA, 02114, USA
| | - David Cheng
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Biostatistics Center, Massachusetts General Hospital, Boston, MA, USA
| | - Cindy Chau
- Mongan Institute, Massachusetts General Hospital, Harvard Medical School, 100 Cambridge Street, Suite 1600, Boston, MA, 02114, USA
| | - David Krane
- Mongan Institute, Massachusetts General Hospital, Harvard Medical School, 100 Cambridge Street, Suite 1600, Boston, MA, 02114, USA
| | - Hao D Trieu
- Mongan Institute, Massachusetts General Hospital, Harvard Medical School, 100 Cambridge Street, Suite 1600, Boston, MA, 02114, USA
| | - Kelly Irwin
- Mongan Institute, Massachusetts General Hospital, Harvard Medical School, 100 Cambridge Street, Suite 1600, Boston, MA, 02114, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | | | | | | | | | | | | | | | | | | | - Karen Donelan
- Mongan Institute, Massachusetts General Hospital, Harvard Medical School, 100 Cambridge Street, Suite 1600, Boston, MA, 02114, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ronita Samuels
- Mongan Institute, Massachusetts General Hospital, Harvard Medical School, 100 Cambridge Street, Suite 1600, Boston, MA, 02114, USA
| | - Jessica E Becker
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Kenneth A Freedberg
- Mongan Institute, Massachusetts General Hospital, Harvard Medical School, 100 Cambridge Street, Suite 1600, Boston, MA, 02114, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA
| | | | | | - Alexander C Tsai
- Mongan Institute, Massachusetts General Hospital, Harvard Medical School, 100 Cambridge Street, Suite 1600, Boston, MA, 02114, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - John Hsu
- Mongan Institute, Massachusetts General Hospital, Harvard Medical School, 100 Cambridge Street, Suite 1600, Boston, MA, 02114, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Brian G Skotko
- Down Syndrome Program, Division of Medical Genetics and Metabolism, Department of Pediatrics, Massachusetts General Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Stephen Bartels
- Mongan Institute, Massachusetts General Hospital, Harvard Medical School, 100 Cambridge Street, Suite 1600, Boston, MA, 02114, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Bayindir EE, Messerle R, Stargardt T, Schreyögg J. Socioeconomic Disparities In Mortality And Health Care Use During The COVID-19 Pandemic: Evidence From Germany. Health Aff (Millwood) 2023; 42:1715-1725. [PMID: 38048506 DOI: 10.1377/hlthaff.2023.00714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/06/2023]
Abstract
Across the globe, populations with low socioeconomic status have borne a disproportionate burden of the COVID-19 pandemic. This article examines the relationship between two socioeconomic factors (education and income) and all-cause mortality and health care use to improve understanding of the impact of the pandemic on socioeconomic disparities in Germany, a high-income country with a universal health care system. We used mortality rates from the period 2011-21 and hospitalizations from the period 2014-21. We examined rates of all-cause mortality and all hospital admissions as well as admissions for respiratory, emergency, cancer surgery, elective, and ambulatory care-sensitive care. Although the use of some health care services was affected by the pandemic, our findings suggest that Germany endured COVID-19 without amplifying socioeconomic disparities in all-cause mortality and large segments of inpatient utilization.
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Mohottige D, Davenport CA, Bhavsar N, Schappe T, Lyn MJ, Maxson P, Johnson F, Planey AM, McElroy LM, Wang V, Cabacungan AN, Ephraim P, Lantos P, Peskoe S, Lunyera J, Bentley-Edwards K, Diamantidis CJ, Reich B, Boulware LE. Residential Structural Racism and Prevalence of Chronic Health Conditions. JAMA Netw Open 2023; 6:e2348914. [PMID: 38127347 PMCID: PMC10739116 DOI: 10.1001/jamanetworkopen.2023.48914] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 11/01/2023] [Indexed: 12/23/2023] Open
Abstract
Importance Studies elucidating determinants of residential neighborhood-level health inequities are needed. Objective To quantify associations of structural racism indicators with neighborhood prevalence of chronic kidney disease (CKD), diabetes, and hypertension. Design, Setting, and Participants This cross-sectional study used public data (2012-2018) and deidentified electronic health records (2017-2018) to describe the burden of structural racism and the prevalence of CKD, diabetes, and hypertension in 150 residential neighborhoods in Durham County, North Carolina, from US census block groups and quantified their associations using bayesian models accounting for spatial correlations and residents' age. Data were analyzed from January 2021 to May 2023. Exposures Global (neighborhood percentage of White residents, economic-racial segregation, and area deprivation) and discrete (neighborhood child care centers, bus stops, tree cover, reported violent crime, impervious areas, evictions, election participation, income, poverty, education, unemployment, health insurance coverage, and police shootings) indicators of structural racism. Main Outcomes and Measures Outcomes of interest were neighborhood prevalence of CKD, diabetes, and hypertension. Results A total of 150 neighborhoods with a median (IQR) of 1708 (1109-2489) residents; median (IQR) of 2% (0%-6%) Asian residents, 30% (16%-56%) Black residents, 10% (4%-20%) Hispanic or Latino residents, 0% (0%-1%) Indigenous residents, and 44% (18%-70%) White residents; and median (IQR) residential income of $54 531 ($37 729.25-$78 895.25) were included in analyses. In models evaluating global indicators, greater burden of structural racism was associated with greater prevalence of CKD, diabetes, and hypertension (eg, per 1-SD decrease in neighborhood White population percentage: CKD prevalence ratio [PR], 1.27; 95% highest density interval [HDI], 1.18-1.35; diabetes PR, 1.43; 95% HDI, 1.37-1.52; hypertension PR, 1.19; 95% HDI, 1.14-1.25). Similarly in models evaluating discrete indicators, greater burden of structural racism was associated with greater neighborhood prevalence of CKD, diabetes, and hypertension (eg, per 1-SD increase in reported violent crime: CKD PR, 1.15; 95% HDI, 1.07-1.23; diabetes PR, 1.20; 95% HDI, 1.13-1.28; hypertension PR, 1.08; 95% HDI, 1.02-1.14). Conclusions and Relevance This cross-sectional study found several global and discrete structural racism indicators associated with increased prevalence of health conditions in residential neighborhoods. Although inferences from this cross-sectional and ecological study warrant caution, they may help guide the development of future community health interventions.
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Affiliation(s)
- Dinushika Mohottige
- Institute for Health Equity Research, Department of Population Health, Icahn School of Medicine at Mount Sinai, New York, New York
- Barbara T. Murphy Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | | | - Nrupen Bhavsar
- Center for Community and Population Health Improvement, Duke Clinical and Translational Science Institute, Duke University, Durham, North Carolina
- Division of General Internal Medicine, Department of Medicine, Duke University, Durham, North Carolina
| | - Tyler Schappe
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina
| | - Michelle J. Lyn
- Center for Community and Population Health Improvement, Duke Clinical and Translational Science Institute, Duke University, Durham, North Carolina
- Department of Family Medicine and Community Health, Duke University, Durham, North Carolina
| | - Pamela Maxson
- Center for Community and Population Health Improvement, Duke Clinical and Translational Science Institute, Duke University, Durham, North Carolina
| | - Fred Johnson
- Center for Community and Population Health Improvement, Duke Clinical and Translational Science Institute, Duke University, Durham, North Carolina
- Department of Family Medicine and Community Health, Duke University, Durham, North Carolina
| | - Arrianna M. Planey
- Department of Health Policy and Management, Gillings School of Global Public Health, Chapel Hill, North Carolina
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill
| | - Lisa M. McElroy
- Division of Abdominal Transplant Surgery, Department of Surgery, Duke University, Durham, North Carolina
- Department of Population Health, Duke University, Durham, North Carolina
| | - Virginia Wang
- Division of General Internal Medicine, Department of Medicine, Duke University, Durham, North Carolina
- Department of Population Health, Duke University, Durham, North Carolina
| | - Ashley N. Cabacungan
- Division of General Internal Medicine, Department of Medicine, Duke University, Durham, North Carolina
| | - Patti Ephraim
- Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York
| | - Paul Lantos
- Duke Global Health Institute, Duke University, Durham, North Carolina
- Department of Pediatrics, Duke University, Durham, North Carolina
- Division of General Internal Medicine, Department of Medicine, Duke University, Durham, North Carolina
| | - Sarah Peskoe
- Department of Biostatistics and Bioinformatics, Duke University, Durham, North Carolina
| | - Joseph Lunyera
- Division of General Internal Medicine, Department of Medicine, Duke University, Durham, North Carolina
| | - Keisha Bentley-Edwards
- Duke Global Health Institute, Duke University, Durham, North Carolina
- Duke Cancer Institute, Duke University, Durham, North Carolina
- Samuel DuBois Cook Center on Social Equity, Duke University, Durham, North Carolina
| | - Clarissa J. Diamantidis
- Division of General Internal Medicine, Department of Medicine, Duke University, Durham, North Carolina
- Division of Nephrology, Department of Medicine, Duke University, Durham, North Carolina
| | - Brian Reich
- Department of Statistics, North Carolina State University, Raleigh
| | - L. Ebony Boulware
- Wake Forest University School of Medicine, Winston Salem, North Carolina
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Patterson EJ, Johnson LT. Structural Inequality and COVID-19 Mortality in Chicago: An Ecological Analysis. J Racial Ethn Health Disparities 2023; 10:2620-2629. [PMID: 36348182 PMCID: PMC9643901 DOI: 10.1007/s40615-022-01440-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 10/24/2022] [Accepted: 10/25/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND Prior studies establish that Black neighborhoods and older persons experience higher rates of COVID-19 death than white neighborhoods and younger persons. However, such works point to the effect of age on COVID-19 mortality and the racial and ethnic inequalities present in COVID-19 deaths as independent vectors of inequality, neglecting to consider the multiplicative impact of structural conditions. METHODS Using weekly ZIP code counts of deaths from March 2020 through July 2021 from the Chicago Department of Public Health (n = 4168) and measures of structural characteristics derived from the 5-year estimates of the 2019 American Community Survey, the current study examined how place, racial composition, and the age structure of communities act in tandem to shape the number of deaths due to COVID-19. We used STATA to estimate negative binomial models predictive of COVID-19 mortality. RESULTS Findings from our statistical analysis revealed that in predominately Black neighborhoods, racial composition amplified the association of age structure (65 +) on COVID-19 mortality by 40%. Neighborhoods that were not predominately black did not show this multiplicative risk of death. Our findings underscore that the elevated risk of death in in older Black communities is attributed to historic and contemporary structural inequality. CONCLUSIONS Although society typically frames pandemics as natural disasters, doing such undermines dimensions of marginalization that amplify vulnerability among select populations. To begin eliminating such inequalities, the USA must deal with the entrenched limitations of institutions that render unequal attention and care to sectors of its population.
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11
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Bains A, Osathanugrah P, Sanjiv N, Chiu C, Fiorello MG, Siegel NH, Peeler CE, Distefano AG, Lee HJ, Ness S, Desai MA, Titelbaum JR, Pira T, LaMattina KC, Christiansen SP, Cabral HJ, Subramanian ML. Diverse Research Teams and Underrepresented Groups in Clinical Studies. JAMA Ophthalmol 2023; 141:1037-1044. [PMID: 37856135 PMCID: PMC10587823 DOI: 10.1001/jamaophthalmol.2023.4638] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 08/26/2023] [Indexed: 10/20/2023]
Abstract
Importance Several ophthalmic diseases disproportionately affect racial and ethnic minority patients, yet most clinical trials struggle to enroll cohorts that are demographically representative of disease burden; some barriers to recruitment include time and transportation, language and cultural differences, and fear and mistrust of research due to historical abuses. Incorporating diversity within the research team has been proposed as a method to increase trust and improve engagement among potential study participants. Objective To examine how demographic factors of potential research participants and personnel may be associated with patient consent rates to participate in prospective ophthalmic clinical studies. Design, Setting, and Participants This retrospective cohort study included patients from an urban, academic hospital who were approached for consent to participate in prospective ophthalmic clinical studies conducted between January 2015 and December 2021. Main Outcomes and Measures Multivariable logistic regression assessing associations between patient and research personnel demographics and rates of affirmative consent to participate was used. Results In total, 1380 patients (mean [SD] age, 58.6 [14.9] years; 50.3% male) who were approached for consent to participate in 10 prospective ophthalmic clinical studies were included. Of prospective patients, 566 (43.5%) were Black; 327 (25.1%), Hispanic or Latino; 373 (28.6%), White; 36 (2.8%), other race and ethnicity; and 78 (5.8%) declined to answer. Black patients (odds ratio [OR], 0.32; 95% CI, 0.24-0.44; P < .001) and Hispanic or Latino patients (OR, 0.31; 95% CI, 0.20-0.47; P < .001) were less likely to consent compared with White patients. Patients with lower socioeconomic status were less likely to consent than patients with higher socioeconomic status (OR, 0.43; 95% CI, 0.33-0.53; P < .001). Concordance between patient and research staff race and ethnicity was associated with increased odds of affirmative consent (OR, 2.72; 95% CI, 1.99-3.73; P < .001). Conclusions and Relevance In this cohort study, patients from underrepresented racial and ethnic groups and those with lower socioeconomic status were less likely to participate in ophthalmic clinical studies. Concordance of race and ethnicity between patients and research staff was associated with improved participant enrollment. These findings underscore the importance of increasing diversity in clinical research teams to improve racial and ethnic representation in clinical studies.
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Affiliation(s)
- Ashank Bains
- Department of Ophthalmology, University of Washington, Seattle
| | | | - Nayan Sanjiv
- Department of Ophthalmology, Boston Medical Center, Boston, Massachusetts
| | - Cedrick Chiu
- Boston College, Morrissey College of Arts and Sciences, Boston, Massachusetts
| | | | - Nicole H. Siegel
- Department of Ophthalmology, Boston Medical Center, Boston, Massachusetts
- Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Crandall E. Peeler
- Department of Ophthalmology, Boston Medical Center, Boston, Massachusetts
- Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Alberto G. Distefano
- Department of Ophthalmology, Boston Medical Center, Boston, Massachusetts
- Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Hyunjoo J. Lee
- Department of Ophthalmology, Boston Medical Center, Boston, Massachusetts
- Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Steven Ness
- Department of Ophthalmology, Boston Medical Center, Boston, Massachusetts
- Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Manishi A. Desai
- Department of Ophthalmology, Boston Medical Center, Boston, Massachusetts
- Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Jenna R. Titelbaum
- Department of Ophthalmology, Boston Medical Center, Boston, Massachusetts
- Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Tony Pira
- Department of Ophthalmology, Boston Medical Center, Boston, Massachusetts
- Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Kara C. LaMattina
- Department of Ophthalmology, Boston Medical Center, Boston, Massachusetts
- Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Stephen P. Christiansen
- Department of Ophthalmology, Boston Medical Center, Boston, Massachusetts
- Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
- Department of Pediatrics, Boston Medical Center, Boston, Massachusetts
| | - Howard J. Cabral
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Manju L. Subramanian
- Department of Ophthalmology, Boston Medical Center, Boston, Massachusetts
- Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
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12
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Woodward-Lopez G, Esaryk EE, Hewawitharana SC, Kao J, Talmage E, Rider CD. Supplemental Nutrition Assistance Program Education reductions during COVID-19 may have exacerbated health inequities. SSM Popul Health 2023; 23:101471. [PMID: 37560088 PMCID: PMC10407591 DOI: 10.1016/j.ssmph.2023.101471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 07/19/2023] [Accepted: 07/21/2023] [Indexed: 08/11/2023] Open
Abstract
OBJECTIVE Describe, and assess disparities in, the changes in Supplemental Nutrition Assistance Program Education (SNAP-Ed) that occurred the year before vs. the year when COVID-19 restrictions were implemented. DESIGN Observational study comparing reach, intensity, and dose of California Local Health Department (LHD) SNAP-Ed interventions in Federal Fiscal years 2019 and 2020 (FFY19, FFY20). ANALYSIS Student t-tests determined significance of differences in the number of Direct Education (DE) programs, Policy, Systems and Environmental change (PSE) sites, people reached, and intervention intensity and dose between FFY19 and FFY20 using data reported online by LHDs. Linear regression assessed associations between census tract-level characteristics (urbanicity; percentages of population with income <185% of federal poverty level, under 18 years of age, and belonging to various racial/ethnic groups; and California Healthy Places Index) and changes in number of DE programs, PSE sites, people reached, and intervention dose between FFY19 and FFY20. RESULTS From FFY19 to FFY20, the number of DE programs, PSE sites, people reached, and census tract-level intervention intensity and dose decreased. Higher census tract poverty, higher proportions of Black and Latino residents, and less healthy neighborhood conditions were associated with greater decreases in some intervention characteristics including PSE sites, PSE reach, DE programs, and DE dose. CONCLUSIONS AND IMPLICATIONS These reductions in LHD SNAP-Ed interventions indicate reduced access to education and environments that support healthy eating and obesity prevention during a time when this support was especially needed to reduce risk of COVID-19 infection and complications. Disproportionately reduced access, may have worsened health disparities in already-disadvantaged communities. Assuring maintenance of SNAP-Ed interventions, especially in disadvantaged communities, should be a priority during public health emergencies.
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Affiliation(s)
- Gail Woodward-Lopez
- University of California, Nutrition Policy Institute, Division of Agriculture and Natural Resources, 1111 Franklin Street, 11th Floor, Oakland, CA, 94607, USA
| | - Erin E. Esaryk
- University of California, Nutrition Policy Institute, Division of Agriculture and Natural Resources, 1111 Franklin Street, 11th Floor, Oakland, CA, 94607, USA
| | - Sridharshi C. Hewawitharana
- University of California, Nutrition Policy Institute, Division of Agriculture and Natural Resources, 1111 Franklin Street, 11th Floor, Oakland, CA, 94607, USA
| | - Janice Kao
- University of California, Nutrition Policy Institute, Division of Agriculture and Natural Resources, 1111 Franklin Street, 11th Floor, Oakland, CA, 94607, USA
| | - Evan Talmage
- University of California, Nutrition Policy Institute, Division of Agriculture and Natural Resources, 1111 Franklin Street, 11th Floor, Oakland, CA, 94607, USA
| | - Carolyn D. Rider
- University of California, Nutrition Policy Institute, Division of Agriculture and Natural Resources, 1111 Franklin Street, 11th Floor, Oakland, CA, 94607, USA
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Yannatos I, Stites S, Brown RT, McMillan CT. Contributions of neighborhood social environment and air pollution exposure to Black-White disparities in epigenetic aging. PLoS One 2023; 18:e0287112. [PMID: 37405974 PMCID: PMC10321643 DOI: 10.1371/journal.pone.0287112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 05/29/2023] [Indexed: 07/07/2023] Open
Abstract
Racial disparities in many aging-related health outcomes are persistent and pervasive among older Americans, reflecting accelerated biological aging for Black Americans compared to White, known as weathering. Environmental determinants that contribute to weathering are poorly understood. Having a higher biological age, measured by DNA methylation (DNAm), than chronological age is robustly associated with worse age-related outcomes and higher social adversity. We hypothesize that individual socioeconomic status (SES), neighborhood social environment, and air pollution exposures contribute to racial disparities in DNAm aging according to GrimAge and Dunedin Pace of Aging methylation (DPoAm). We perform retrospective cross-sectional analyses among 2,960 non-Hispanic participants (82% White, 18% Black) in the Health and Retirement Study whose 2016 DNAm age is linked to survey responses and geographic data. DNAm aging is defined as the residual after regressing DNAm age on chronological age. We observe Black individuals have significantly accelerated DNAm aging on average compared to White individuals according to GrimAge (239%) and DPoAm (238%). We implement multivariable linear regression models and threefold decomposition to identify exposures that contribute to this disparity. Exposure measures include individual-level SES, census-tract-level socioeconomic deprivation and air pollution (fine particulate matter, nitrogen dioxide, and ozone), and perceived neighborhood social and physical disorder. Race and gender are included as covariates. Regression and decomposition results show that individual-level SES is strongly associated with and accounts for a large portion of the disparity in both GrimAge and DPoAm aging. Higher neighborhood deprivation for Black participants significantly contributes to the disparity in GrimAge aging. Black participants are more vulnerable to fine particulate matter exposure for DPoAm, perhaps due to individual- and neighborhood-level SES, which may contribute to the disparity in DPoAm aging. DNAm aging may play a role in the environment "getting under the skin", contributing to age-related health disparities between older Black and White Americans.
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Affiliation(s)
- Isabel Yannatos
- Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Shana Stites
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Rebecca T. Brown
- Division of Geriatric Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
- Geriatrics and Extended Care, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania, United States of America
- Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania, United States of America
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Corey T. McMillan
- Department of Neurology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
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Noppert GA, Clarke P, Hoover A, Kubale J, Melendez R, Duchowny K, Hegde ST. State Variation in Neighborhood COVID-19 Burden: Findings from the COVID Neighborhood Project. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.05.19.23290222. [PMID: 37293100 PMCID: PMC10246150 DOI: 10.1101/2023.05.19.23290222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
A lack of fine, spatially-resolute case data for the U.S. has prevented the examination of how COVID-19 burden has been distributed across neighborhoods, a known geographic unit of both risk and resilience, and is hampering efforts to identify and mitigate the long-term fallout from COVID-19 in vulnerable communities. Using spatially-referenced data from 21 states at the ZIP code or census tract level, we documented how the distribution of COVID-19 at the neighborhood-level varies significantly within and between states. The median case count per neighborhood (IQR) in Oregon was 3,608 (2,487) per 100,000 population, indicating a more homogenous distribution of COVID-19 burden, whereas in Vermont the median case count per neighborhood (IQR) was 8,142 (11,031) per 100,000. We also found that the association between features of the neighborhood social environment and burden varied in magnitude and direction by state. Our findings underscore the importance of local contexts when addressing the long-term social and economic fallout communities will face from COVID-19.
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Affiliation(s)
| | | | - Andrew Hoover
- Institute for Social Research, University of Michigan
| | - John Kubale
- Institute for Social Research, University of Michigan
| | | | - Kate Duchowny
- Institute for Social Research, University of Michigan
| | - Sonia T Hegde
- Department of Epidemiology, Johns Hopkins University
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15
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Hannan EL, Wu Y, Cozzens K, Anderson B. The Neighborhood Atlas Area Deprivation Index For Measuring Socioeconomic Status: An Overemphasis On Home Value. Health Aff (Millwood) 2023; 42:702-709. [PMID: 37126749 DOI: 10.1377/hlthaff.2022.01406] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
The Area Deprivation Index (ADI), popularized by the Neighborhood Atlas, is a multifaceted proxy measure for assessing socioeconomic disadvantage that captures social risk factors that are not available in typical clinical registries and that are related to adverse health outcomes. In applying the ADI to New York State, we found that the downstate regions (New York City and its suburbs) were as deprived as or more deprived than the other regions for thirteen of the seventeen ADI variables (all but the ones measured in dollars), but the Neighborhood Atlas-computed overall ADI deprivation was much less in the downstate areas. Numerous census block groups with high home values (indicating low deprivation) accompanied by high deprivation in the other ADI variables had overall ADI scores as computed by the Neighborhood Atlas in the same or contiguous deciles as the home values. We concluded that Neighborhood Atlas-computed ADI scores for New York block groups are mainly representative of median home value. This can be especially problematic when considering quality assessment, funding, and resource allocation in regions with large variations in cost of living, and it may result in underresourcing for disadvantaged communities with high housing prices. We conclude that the Neighborhood Atlas ADI would be more accurate for comparing block groups if variables were standardized before computing the overall index.
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Affiliation(s)
- Edward L Hannan
- Edward L. Hannan , State University of New York at Albany, Rensselaer, New York
| | - Yifeng Wu
- Yifeng Wu, State University of New York at Albany
| | | | - Brett Anderson
- Brett Anderson, NewYork-Presbyterian Columbia-Irving Medical Center, New York, New York
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16
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Koebnick C, Sidell MA, Li X, Resnicow K, Kunani P, Young DR, Woolford SJ. Disparities in weight changes during the COVID-19 pandemic-related lockdown in youths. Obesity (Silver Spring) 2023; 31:789-801. [PMID: 36350042 PMCID: PMC9877933 DOI: 10.1002/oby.23645] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Revised: 10/18/2022] [Accepted: 10/21/2022] [Indexed: 11/10/2022]
Abstract
OBJECTIVE This study evaluates whether changes in weight among school-aged youth in California due to the COVID-19 lockdown vary by social constructs of race/ethnicity and associated social factors. METHODS Including 160,472 youth aged 5 to 17 years enrolled at Kaiser Permanente Southern California, mixed effects models stratified by age group were fitted to estimate changes in distance from the median BMI-for-age from March 2020 to January 2021 (lockdown) compared with the same period before the pandemic. RESULTS Excess pandemic weight gain was higher among Black and Hispanic youth aged 5 to 17 years than among White and Asian youth; this difference was most pronounced in those aged 5 to 11 years. In youth aged 5 to 11 years, the distance from the median BMI-for-age increased by 1.72 kg/m2 (95% CI: 1.61-1.84) in Hispanic and 1.70 kg/m2 (95% CI: 1.47-1.94) in Black youth during the lockdown compared with 1.16 kg/m2 (95% CI: 1.02-1.29) in non-Hispanic White youth. The excess weight gain was also higher in youth with fewer neighborhood parks and those with state-subsidized health insurance. CONCLUSIONS The COVID-19 pandemic lockdown led to a gain of excess body weight, particularly for Black and Hispanic youth; this weight gain varied by social factors associated with race and ethnicity.
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Affiliation(s)
- Corinna Koebnick
- Department of Research & EvaluationKaiser Permanente Southern CaliforniaPasadenaCA
| | - Margo A. Sidell
- Department of Research & EvaluationKaiser Permanente Southern CaliforniaPasadenaCA
| | - Xia Li
- Department of Research & EvaluationKaiser Permanente Southern CaliforniaPasadenaCA
| | - Ken Resnicow
- School of Public HealthUniversity of Michigan Health Behavior and Health EducationAnn ArborMI
| | - Poornima Kunani
- Department of PediatricsKaiser Permanente Manhattan Beach Medical OfficeManhattan BeachCA
| | - Deborah R. Young
- Department of Research & EvaluationKaiser Permanente Southern CaliforniaPasadenaCA
| | - Susan J. Woolford
- Child Health Evaluation and Research Center, Department of PediatricsUniversity of MichiganAnn ArborMI
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17
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Care Disruption During COVID-19: a National Survey of Hospital Leaders. J Gen Intern Med 2023; 38:1232-1238. [PMID: 36650332 PMCID: PMC9845025 DOI: 10.1007/s11606-022-08002-5] [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: 07/10/2022] [Accepted: 12/23/2022] [Indexed: 01/19/2023]
Abstract
BACKGROUND The COVID-19 pandemic caused massive disruption in usual care delivery patterns in hospitals across the USA, and highlighted long-standing inequities in health care delivery and outcomes. Its effect on hospital operations, and whether the magnitude of the effect differed for hospitals serving historically marginalized populations, is unknown. OBJECTIVE To investigate the perspectives of hospital leaders on the effects of COVID-19 on their facilities' operations and patient outcomes. METHODS A survey was administered via print and electronic means to hospital leaders at 588 randomly sampled acute-care hospitals participating in Medicare's Inpatient Prospective Payment System, fielded from November 2020 to June 2021. Summary statistics were tabulated, and responses were adjusted for sampling strategy and non-response. RESULTS There were 203 responses to the survey (41.6%), with 20.7% of respondents representing safety-net hospitals and 19.7% representing high-minority hospitals. Over three-quarters of hospitals reported COVID testing shortages, about two-thirds reported staffing shortages, and 78.8% repurposed hospital spaces to intensive care units, with a slightly higher proportion of high-minority hospitals reporting these effects. About half of respondents felt that non-COVID inpatients received worsened quality or outcomes during peak COVID surges, and almost two-thirds reported worsened quality or outcomes for outpatient non-COVID patients as well, with few differences by hospital safety-net or minority status. Over 80% of hospitals participated in alternative payment models prior to COVID, and a third of these reported decreasing these efforts due to the pandemic, with no differences between safety-net and high-minority hospitals. CONCLUSIONS COVID-19 significantly disrupted the operations of hospitals across the USA, with hospitals serving patients in poverty and racial and ethnic minorities reporting relatively similar care disruption as non-safety-net and lower-minority hospitals.
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18
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Sampson CJ. ESG and Healthcare's Responsibility for Social Equity. Front Health Serv Manage 2022; 39:1-3. [PMID: 36413470 DOI: 10.1097/hap.0000000000000159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Carla J Sampson
- Carla J. Sampson, PhD, FACHE,is editor of Frontiers of Health Services Management
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19
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Neighborhood Disadvantage and Poor Health: The Consequences of Race, Gender, and Age among Young Adults. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19138107. [PMID: 35805777 PMCID: PMC9265956 DOI: 10.3390/ijerph19138107] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 06/29/2022] [Accepted: 06/30/2022] [Indexed: 02/01/2023]
Abstract
The objective of this study is to examine the relationship between neighborhood disadvantage and poor self-rated health for a nationally representative sample of Blacks and Whites in young adulthood, 18 to 30 years old. Data were from 16 waves (1997–2013) of the National Longitudinal Survey of Youth 1997 cohort (N = 6820 individuals; observations = 58,901). Utilizing the stress process model and generalized estimating equations to account for the correlated nature of multiple responses over time, results show that neighborhood disadvantage increases the odds of poor health for all groups. This positive association is strongest in the most disadvantaged neighborhoods and is heightened as young adults age. There are also notable race and gender differences. For example, Blacks, who live in the most highly disadvantaged neighborhoods, seem to be somewhat shielded from the most deleterious effects of poor neighborhood conditions compared to their White counterparts. Despite greater proportions of Blacks residing in harsh neighborhood environments, Black men experience better health than all other groups, and the health of Black women is no worse compared to White men or women. Limitations and directions for future research are discussed.
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White DB, Lo B, Peek ME. POINT: Is Considering Social Determinants of Health Ethically Permissible for Fair Allocation of Critical Care Resources During the COVID-19 Pandemic? Yes. Chest 2022; 162:37-40. [PMID: 35809936 PMCID: PMC9257161 DOI: 10.1016/j.chest.2022.03.028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 03/20/2022] [Indexed: 11/22/2022] Open
Affiliation(s)
- Douglas B White
- Program on Ethics and Decision Making in Critical Illness, Pittsburgh, PA; Department of Critical Care Medicine, Pittsburgh, PA.
| | - Bernard Lo
- University of Pittsburgh School of Medicine, San Francisco, CA; Department of Medicine, University of California San Francisco School of Medicine, San Francisco, CA; The Greenwall Foundation, New York, NY
| | - Monica E Peek
- Section of General Internal Medicine, MacLean Center for Clinical Medical Ethics, Center for the Study of Race, Politics and Culture, University of Chicago, Chicago, IL
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Xiao Y, Yip PSF, Pathak J, Mann JJ. Association of Social Determinants of Health and Vaccinations With Child Mental Health During the COVID-19 Pandemic in the US. JAMA Psychiatry 2022; 79:610-621. [PMID: 35475851 PMCID: PMC9047762 DOI: 10.1001/jamapsychiatry.2022.0818] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
IMPORTANCE The COVID-19 pandemic disproportionately affected mental health in socioeconomically disadvantaged children in the US. However, little is known about the relationship of preexisting and time-varying social determinants of health (SDoH) at individual and structural levels, vaccination eligibility/rates, and the racial and ethnic differences to trajectories of child mental health during the COVID-19 pandemic. OBJECTIVE To estimate the association of trajectories of child mental health to multilevel SDoH and vaccination eligibility/rates. DESIGN, SETTING, AND PARTICIPANTS This prospective longitudinal cohort study, conducted from May 16, 2020, to March 2, 2021, integrated structural-level, pandemic-related data with the Adolescent Brain Cognitive Development (ABCD) cohort data (release 4.0). The ABCD study recruited 11 878 children (baseline) and conducted 6 COVID-19 rapid response surveys across 21 US sites (in 17 states) from May 16, 2020, to March 2, 2021. EXPOSURES Preexisting individual (eg, household income) and structural (area deprivation) SDoH and time-varying individual (eg, food insecurity, unemployment) and structural (eg, social distancing, vaccination eligibility/rates) SDoH. MAIN OUTCOMES AND MEASURES Perceived Stress Scale, the National Institutes of Health-Toolbox emotion measures, and COVID-19-related worry. RESULTS The longitudinal sample included 8493 children (mean [SD] age, 9.93 [0.63] years; 5011 girls [47.89%]; 245 Asian [2.34%], 1213 Black [11.59%], 2029 Hispanic [19.39%], 5851 White [55.93%], and 1124 children of other/multiracial ethnicity [10.74%]). Trajectories of stress, sadness, and COVID-19-related worry decreased after adult vaccination rollout. Compared with younger children, boys, White children, or those living with married parents, those who reported greater perceived stress included older children aged 12 to 15 years (β = 0.26; 95% CI, 0.12-0.41; P < .001); girls (β = 0.75; 95% CI, 0.61-0.89; P < .001); Hispanic children (β = 0.24; 95% CI, 0.01-0.47; P = .04); children living with separated parents (β = 0.50; 95% CI, 0.03-0.96; P = .04); children experiencing disrupted medical health care access (β = 0.19; 95% CI, 0.01-0.36; P = .04); children living in economically deprived neighborhoods (β = 0.28; 95% CI, 0.05-0.51; P = .02); children living in areas with more full-time working-class adults who were unable to social distance (β = 1.35; 95% CI, 0.13-2.67; P = .04); and children living in states with fewer fully vaccinated adults (β = 0.59; 95% CI, 0.16-1.02; P = .007). COVID-19 pandemic-related worry was higher among Asian children (β = 0.22; 95% CI, 0.08-0.37; P = .003), Black children (β = 0.33; 95% CI, 0.22-0.43; P < .001), children of other/multiracial ethnicity (β = 0.17; 95% CI, 0.09-0.25; P < .001), and children with disrupted medical health care (β = 0.15; 95% CI, 0.09-0.21) and disrupted mental health treatment (β = 0.11; 95% CI, 0.06-0.16). Inability to afford food was associated with increased sadness (β = 1.50; 95% CI, 0.06-2.93; P = .04). States with later vaccination eligibility dates for all adults were associated with greater COVID-19-related worry (β = 0.16; 95% CI, 0.01-0.31; P = .03) and decreased positive affect (β = -1.78; 95% CI, -3.39 to -0.18; P = .03) among children. CONCLUSIONS AND RELEVANCE Results of this study suggest a disproportionately adverse association of the COVID-19 pandemic with child mental health among racial and ethnic minority groups, which may be improved by addressing modifiable individual (food insecurity, unemployment, health services, parental supervision) and structural (area deprivation, job protection, vaccination) SDoH.
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Affiliation(s)
- Yunyu Xiao
- Department of Population Health Sciences, Weill Cornell Medicine, New York–Presbyterian, New York
| | - Paul Siu-Fai Yip
- Hong Kong Jockey Club Centre for Suicide Research and Prevention, The University of Hong Kong, Hong Kong,Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong
| | - Jyotishman Pathak
- Department of Population Health Sciences, Weill Cornell Medicine, New York–Presbyterian, New York
| | - J. John Mann
- Department of Psychiatry, Columbia University Irving Medical Center, Columbia University, New York, New York,Department of Radiology, Columbia University Irving Medical Center, Columbia University, New York, New York,Division of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, New York
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Zeng S, Pelzer KM, Gibbons RD, Peek ME, Parker WF. Association of Zip Code Vaccination Rate With COVID-19 Mortality in Chicago, Illinois. JAMA Netw Open 2022; 5:e2214753. [PMID: 35622360 PMCID: PMC9142872 DOI: 10.1001/jamanetworkopen.2022.14753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Accepted: 04/13/2022] [Indexed: 11/14/2022] Open
Abstract
Importance There has been large geographic inequity in vaccination coverage across Chicago, Illinois, with higher vaccination rates in zip codes with residents who predominantly have high incomes and are White. Objective To determine the association between inequitable zip code-level vaccination coverage and COVID-19 mortality in Chicago. Design, Setting, and Participants This retrospective cohort study used Chicago Department of Public Health vaccination and mortality data and Cook County Medical Examiner mortality data from March 1, 2020, through November 6, 2021, to assess the association of COVID-19 mortality with zip code-level vaccination rates. Data were analyzed from June 1, 2021, to April 13, 2022. Exposures Zip code-level first-dose vaccination rates before the Alpha and Delta waves of COVID-19. Main Outcomes and Measures The primary outcome was deaths from COVID-19 during the Alpha and Delta waves. The association of a marginal increase in zip code-level vaccination rate with weekly mortality rates was estimated with a mixed-effects Poisson regression model, and the total number of preventable deaths in the least vaccinated quartile of zip codes was estimated with a linear difference-in-difference design. Results The study population was 2 686 355 Chicago residents in 52 zip codes (median [IQR] age 34 [32-38] years; 1 378 658 [51%] women; 773 938 Hispanic residents [29%]; 783 916 non-Hispanic Black residents [29%]; 894 555 non-Hispanic White residents [33%]). Among residents in the least vaccinated quartile, 80% were non-Hispanic Black, compared with 8% of residents identifying as non-Hispanic Black in the most vaccinated quartile (P < .001). After controlling for age distribution and recovery from COVID-19, a 10-percentage point increase in zip code-level vaccination 6 weeks before the peak of the Alpha wave was associated with a 39% lower relative risk of death from COVID-19 (incidence rate ratio [IRR], 0.61 [95% CI, 0.52-0.72]). A 10-percentage point increase in zip code vaccination rate 6 weeks before the peak of the Delta wave was associated with a 24% lower relative risk of death (IRR, 0.76 [95% CI, 0.66-0.87]). The difference-in-difference estimate was that 119 Alpha wave deaths (72% [95% CI, 63%-81%]) and 108 Delta wave deaths (75% [95% CI, 66%-84%]) might have been prevented in the least vaccinated quartile of zip codes if it had had the vaccination coverage of the most vaccinated quartile. Conclusions and Relevance These findings suggest that low zip code-level vaccination rates in Chicago were associated with more deaths during the Alpha and Delta waves of COVID-19 and that inequitable vaccination coverage exacerbated existing racial and ethnic disparities in COVID-19 deaths.
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Affiliation(s)
- Sharon Zeng
- Pritzker School of Medicine, University of Chicago, Chicago, Illinois
| | - Kenley M. Pelzer
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Robert D. Gibbons
- Department of Medicine, University of Chicago, Chicago, Illinois
- Department of Public Health Sciences, University of Chicago, Chicago, Illinois
| | - Monica E. Peek
- Department of Medicine, University of Chicago, Chicago, Illinois
- Division of the Biological Sciences, University of Chicago, Chicago, Illinois
| | - William F. Parker
- Department of Medicine, University of Chicago, Chicago, Illinois
- Department of Public Health Sciences, University of Chicago, Chicago, Illinois
- MacLean Center for Clinical Medical Ethics, University of Chicago, Chicago, Illinois
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