Unpacking Neighborhood Socioeconomic Status in Children's Health Research from an Environmental Justice Perspective: A Scoping Review.

PURPOSE OF REVIEW: Clearly defining and measuring neighborhood socioeconomic status (nSES) is a key first step in achieving environmental justice, as the disproportionate distribution of environmental hazards and access to resources is heavily influenced by socioeconomic factors. This scoping review explores the definition of neighborhoods, measurement of neighborhood socioeconomic status (nSES), and studies that evaluated the association between nSES and child health in accordance with PRISMA guidelines. RECENT FINDINGS: We identified 4112 articles published on US pediatric populations between 2013 and 2022. We identified 170 distinct indicators across seven broad domains of nSES used to create 121 different measures of nSES across the 206 publications included in this review. While there is considerable interest in nSES and children's health, there is also substantial variation in the measurement of neighborhood as a geographic unit and nSES as a construct. We observed methodological challenges related to the identification of neighborhood boundaries, indicator selection, and nSES measure definition(s). We discuss common pitfalls in neighborhood research that can complicate identifying, targeting, and resolving environmental injustices. Lastly, we put forward a series of recommendations to reduce measurement error and improve inference, in addition to reporting recommendations for neighborhoods and health research that can aid in improving our understanding of pathways between neighborhood context and child health, inform policy development, and allocate resources to achieve environmental justice.

Green Space and Internalizing or Externalizing Symptoms Among Children.

Importance: Evidence suggests that living near green space supports mental health, but studies examining the association of green space with early mental health symptoms among children are rare. Objective: To evaluate the association between residential green space and early internalizing (eg, anxiety and depression) and externalizing (eg, aggression and rule-breaking) symptoms. Design, Setting, and Participants: Data for this cohort study were drawn from the Environmental Influences on Child Health Outcomes cohort; analysis was conducted from July to October 2023. Children born between 2007 and 2013 with outcome data in early (aged 2-5 years) and/or middle (aged 6-11 years) childhood who resided in 41 states across the US, drawing from clinic, hospital, and community-based cohorts, were included. Cohort sites were eligible if they recruited general population participants and if at least 30 children had outcome and residential address data to measure green space exposure. Nine cohorts with 13 sites met these criteria. Children diagnosed with autism or developmental delay were excluded, and 1 child per family was included. Exposures: Green space exposure was measured using a biannual (ie, summer and winter) Normalized Difference Vegetation Index, a satellite image-based indicator of vegetation density assigned to monthly residential history from birth to outcome assessment. Main Outcome and Measures: Child internalizing and externalizing symptoms were assessed using the Child Behavior Checklist for Ages 1½ to 5 or 6 to 18. The association between green space and internalizing and externalizing symptoms was modeled with multivariable linear regression using generalized estimating equations, adjusting for birthing parent educational level, age at delivery, child sex, prematurity, and neighborhood socioeconomic vulnerability. Models were estimated separately for early and middle childhood samples. Results: Among 2103 children included, 1061 (50.5%) were male; 606 (29.1%) identified as Black, 1094 (52.5%) as White, 248 (11.9%) as multiple races, and 137 (6.6%) as other races. Outcomes were assessed at mean (SD) ages of 4.2 (0.6) years in 1469 children aged 2 to 5 years and 7.8 (1.6) years in 1173 children aged 6 to 11 years. Greater green space exposure was associated with fewer early childhood internalizing symptoms in fully adjusted models (b = -1.29; 95% CI, -1.62 to -0.97). No associations were observed between residential green space and internalizing or externalizing symptoms in middle childhood. Conclusions and Relevance: In this study of residential green space and children's mental health, the association of green space with fewer internalizing symptoms was observed only in early childhood, suggesting a sensitive period for nature exposure. Policies protecting and promoting access to green space may help alleviate early mental health risk.

Airborne Lead Exposure and Childhood Cognition: The Environmental Influences on Child Health Outcomes (ECHO) Cohort (2003-2022).

Objectives. To examine whether a previously reported association between airborne lead exposure and children's cognitive function replicates across a geographically diverse sample of the United States. Methods. Residential addresses of children (< 5 years) were spatially joined to the Risk-Screening Environmental Indicators model of relative airborne lead toxicity. Cognitive outcomes for children younger than 8 years were available for 1629 children with IQ data and 1476 with measures of executive function (EF; inhibitory control, cognitive flexibility). We used generalized linear models using generalized estimating equations to examine the associations of lead, scaled by interquartile range (IQR), accounting for individual- and area-level confounders. Results. An IQR increase in airborne lead was associated with a 0.74-point lower mean IQ score (b = -0.74; 95% confidence interval = -1.00, -0.48). The association between lead and EF was nonlinear and was modeled with a knot at the 97.5th percentile of lead in our sample. Lead was significantly associated with lower mean inhibitory control but not with cognitive flexibility. This effect was stronger among males for both IQ and inhibitory control. Conclusions. Early-life exposure to airborne lead is associated with lower cognitive functioning. (Am J Public Health. 2024;114(3):309-318. https://doi.org/10.2105/AJPH.2023.307519).

Developing a National-Scale Exposure Index for Combined Environmental Hazards and Social Stressors and Applications to the Environmental Influences on Child Health Outcomes (ECHO) Cohort.

Tools for assessing multiple exposures across several domains (e.g., physical, chemical, and social) are of growing importance in social and environmental epidemiology because of their value in uncovering disparities and their impact on health outcomes. Here we describe work done within the Environmental influences on Child Health Outcomes (ECHO)-wide Cohort Study to build a combined exposure index. Our index considered both environmental hazards and social stressors simultaneously with national coverage for a 10-year period. Our goal was to build this index and demonstrate its utility for assessing differences in exposure for pregnancies enrolled in the ECHO-wide Cohort Study. Our unitless combined exposure index, which collapses census-tract level data into a single relative measure of exposure ranging from 0-1 (where higher values indicate higher exposure to hazards), includes indicators for major air pollutants and air toxics, features of the built environment, traffic exposures, and social determinants of health (e.g., lower educational attainment) drawn from existing data sources. We observed temporal and geographic variations in index values, with exposures being highest among participants living in the West and Northeast regions. Pregnant people who identified as Black or Hispanic (of any race) were at higher risk of living in a "high" exposure census tract (defined as an index value above 0.5) relative to those who identified as White or non-Hispanic. Index values were also higher for pregnant people with lower educational attainment. Several recommendations follow from our work, including that environmental and social stressor datasets with higher spatial and temporal resolutions are needed to ensure index-based tools fully capture the total environmental context.

Associations between area-level arsenic exposure and adverse birth outcomes: An Echo-wide cohort analysis.

BACKGROUND: Drinking water is a common source of exposure to inorganic arsenic. In the US, the Safe Drinking Water Act (SDWA) was enacted to protect consumers from exposure to contaminants, including arsenic, in public water systems (PWS). The reproductive effects of preconception and prenatal arsenic exposure in regions with low to moderate arsenic concentrations are not well understood. OBJECTIVES: This study examined associations between preconception and prenatal exposure to arsenic violations in water, measured via residence in a county with an arsenic violation in a regulated PWS during pregnancy, and five birth outcomes: birth weight, gestational age at birth, preterm birth, small for gestational age (SGA), and large for gestational age (LGA). METHODS: Data for arsenic violations in PWS, defined as concentrations exceeding 10 parts per billion, were obtained from the Safe Drinking Water Information System. Participants of the Environmental influences on Child Health Outcomes Cohort Study were matched to arsenic violations by time and location based on residential history data. Multivariable, mixed effects regression models were used to assess the relationship between preconception and prenatal exposure to arsenic violations in drinking water and birth outcomes. RESULTS: Compared to unexposed infants, continuous exposure to arsenic from three months prior to conception through birth was associated with 88.8 g higher mean birth weight (95% CI: 8.2, 169.5), after adjusting for individual-level confounders. No statistically significant associations were observed between any preconception or prenatal violations exposure and gestational age at birth, preterm birth, SGA, or LGA. CONCLUSIONS: Our study did not identify associations between preconception and prenatal arsenic exposure, defined by drinking water exceedances, and adverse birth outcomes. Exposure to arsenic violations in drinking water was associated with higher birth weight. Future studies would benefit from more precise geodata of water system service areas, direct household drinking water measurements, and exposure biomarkers.

The Environmental Influences on Child Health Outcomes (ECHO)-Wide Cohort.

The Environmental Influences on Child Health Outcomes (ECHO)-Wide Cohort Study (EWC), a collaborative research design comprising 69 cohorts in 31 consortia, was funded by the National Institutes of Health (NIH) in 2016 to improve children's health in the United States. The EWC harmonizes extant data and collects new data using a standardized protocol, the ECHO-Wide Cohort Data Collection Protocol (EWCP). EWCP visits occur at least once per life stage, but the frequency and timing of the visits vary across cohorts. As of March 4, 2022, the EWC cohorts contributed data from 60,553 children and consented 29,622 children for new EWCP data and biospecimen collection. The median (interquartile range) age of EWCP-enrolled children was 7.5 years (3.7-11.1). Surveys, interviews, standardized examinations, laboratory analyses, and medical record abstraction are used to obtain information in 5 main outcome areas: pre-, peri-, and postnatal outcomes; neurodevelopment; obesity; airways; and positive health. Exposures include factors at the level of place (e.g., air pollution, neighborhood socioeconomic status), family (e.g., parental mental health), and individuals (e.g., diet, genomics).

Associations between combined exposure to environmental hazards and social stressors at the neighborhood level and individual perinatal outcomes in the ECHO-wide cohort.

Limited studies examine how prenatal environmental and social exposures jointly impact perinatal health. Here we investigated relationships between a neighborhood-level combined exposure (CE) index assessed during pregnancy and perinatal outcomes, including birthweight, gestational age, and preterm birth. Across all participants, higher CE index scores were associated with small decreases in birthweight and gestational age. We also observed effect modification by race; infants born to Black pregnant people had a greater risk of preterm birth for higher CE values compared to White infants. Overall, our results suggest that neighborhood social and environmental exposures have a small but measurable joint effect on neonatal indicators of health.

2015 Department of Defense Health Related Behaviors Survey (HRBS).

The Health Related Behaviors Survey (HRBS) is the U.S. Department of Defense's flagship survey for understanding the health, health-related behaviors, and well-being of service members. In 2014, the Defense Health Agency asked the RAND Corporation to review previous iterations of the HRBS, update survey content, administer a revised version of the survey, and analyze data from the resulting 2015 HRBS of active-duty personnel, including those in the U.S. Air Force, Army, Marine Corps, Navy, and Coast Guard. This study details the methodology, sample demographics, and results from that survey in the following domains: health promotion and disease prevention; substance use; mental and emotional health; physical health and functional limitations; sexual behavior and health; sexual orientation, transgender identity, and health; and deployment experiences and health. The results presented here are intended to supplement data already collected by the Department of Defense and to inform policy initiatives to help improve the readiness, health, and well-being of the force.

Injury and Illness Surveillance of U.S. Agricultural Workers: Assessment of Recommendations and Actions.

Agriculture remains one of America's oldest and most valued industries, but is also one of the most hazardous, with farmworkers experiencing high rates of injuries and illnesses. The National Institute for Occupational Safety and Health's (NIOSH) Agriculture, Forestry and Fishing (AgFF) Program provides leadership to prevent harm to workers in the three named sectors. Since its inception, the AgFF Program has spearheaded numerous surveillance initiatives to understand the magnitude of injuries and illnesses among agricultural worker populations, identify vulnerable groups, and evaluate the effectiveness of intervention measures. In 2012, the program underwent a review from an independent panel convened to evaluate progress in program relevance and impact. While the panel offered a number of recommendations for improving surveillance, it provided little guidance on how to prioritize and achieve the recommendations. In 2015, NIOSH asked the RAND Corporation to assess options for action in response to panel recommendations. The goal of this study is to provide NIOSH with a practical assessment of the feasibility and desirability of carrying out actions to meet surveillance-related panel recommendations, given current AgFF Program resources and priorities. The authors conducted literature reviews and targeted interviews to detail how actions could be implemented and identify barriers to their achievement. For each action, the authors applied criteria relevant to assessing feasibility (costs, partnership engagement, information availability and accessibility, policy barriers, timelines) and desirability (relevance to program priorities, information quality, and impact). Overall, the study identifies a number of actions that balanced both feasibility and desirability for NIOSH to consider as it determines the direction of the AgFF Program.

Pathways to Medical Home Recognition: A Qualitative Comparative Analysis of the PCMH Transformation Process.

OBJECTIVE: To understand the process of practice transformation by identifying pathways for attaining patient-centered medical home (PCMH) recognition. DATA SOURCES/STUDY SETTING: The CMS Federally Qualified Health Center (FQHC) Advanced Primary Care Practice Demonstration was designed to help FQHCs achieve NCQA Level 3 PCMH recognition and improve patient outcomes. We used a stratified random sample of 20 (out of 503) participating sites for this analysis. STUDY DESIGN: We developed a conceptual model of structural, cultural, and implementation factors affecting PCMH transformation based on literature and initial qualitative interview themes. We then used conventional cross-case analysis, followed by qualitative comparative analysis (QCA), a cross-case method based on Boolean logic algorithms, to systematically identify pathways (i.e., combinations of factors) associated with attaining-or not attaining-Level 3 recognition. DATA COLLECTION METHODS: Site-level indicators were derived from semistructured interviews with site leaders at two points in time (mid- and late-implementation) and administrative data collected prior to and during the demonstration period. PRINCIPAL FINDINGS: The QCA results identified five distinct pathways to attaining PCMH recognition and four distinct pathways to not attaining recognition by the end of the demonstration. Across these pathways, one condition (change leader capacity) was common to all pathways for attaining recognition, and another (previous improvement or recognition experience) was absent in all pathways for not attaining recognition. In general, sites could compensate for deficiencies in one factor with capacity in others, but they needed a threshold of strengths in cultural and implementation factors to attain PCMH recognition. CONCLUSIONS: Future efforts at primary care transformation should take into account multiple pathways sites may pursue. Sites should be assessed on key cultural and implementation factors, in addition to structural components, in order to differentiate interventions and technical assistance.

Herbicide Exposure, Vietnam Service, and Hypertension Risk in Army Chemical Corps Veterans.

OBJECTIVE: We examined hypertension risk in Army Chemical Corps (ACC) veterans who sprayed defoliant in Vietnam. METHODS: We analyzed data from the 2013 health survey of 3086 ACC veterans and investigated the association between self-reported physician-diagnosed-hypertension (SRH) and herbicide-spray-history adjusting for Vietnam-service-status, rank, age, tobacco/alcohol use, race, and body mass index (BMI). Spray-history was verified against serum 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) (n = 636). SRH was confirmed by blood pressure (BP) measurement by trained medical technicians and medical record reviews. RESULTS: Herbicide-spray-history (ORadjusted[95%confidence interval {CI}] = 1.74[1.44,2.11]) and Vietnam-service-status (ORadjusted = 1.26[1.05,1.53]) were significantly associated with SRH. The association was highest when comparing Vietnam-service-sprayers to non-Vietnam-service-nonsprayers (ORadjusted = 2.21[1.76,2.77]). Serum TCDD was highest for Vietnam-service-sprayers. Mean systolic BPs were significantly higher among veterans with SRH than those without (P ≤ 0.001). Medical records and SRH overall agreement was 89%. CONCLUSION: Occupational herbicide exposure history and Vietnam-service-status were significantly associated with hypertension risk.

Exploring the forest instead of the trees: An innovative method for defining obesogenic and obesoprotective environments.

Past research has assessed the association of single community characteristics with obesity, ignoring the spatial co-occurrence of multiple community-level risk factors. We used conditional random forests (CRF), a non-parametric machine learning approach to identify the combination of community features that are most important for the prediction of obesogenic and obesoprotective environments for children. After examining 44 community characteristics, we identified 13 features of the social, food, and physical activity environment that in combination correctly classified 67% of communities as obesoprotective or obesogenic using mean BMI-z as a surrogate. Social environment characteristics emerged as most important classifiers and might provide leverage for intervention. CRF allows consideration of the neighborhood as a system of risk factors.

Association between mental health conditions diagnosed during initial eligibility for military health care benefits and subsequent deployment, attrition, and death by suicide among active duty service members.

OBJECTIVE: To examine incidence of mental health diagnoses during initial service of U.S. active duty military members and identify associations with deployment, attrition, and suicide. METHODS: A retrospective cohort of 576,502 service members (SMs) newly enlisted between 2003 and 2006 was identified. Data included medical encounter, deployment and attrition, and suicide. Multivariable logistic regression models examine the association between mental health diagnoses coded within the SMs' first 6 months of eligibility for health care benefits and deployment. Multivariable Cox proportional hazards models quantify the association between mental health diagnoses and attrition and suicide. RESULTS: The cumulative incidence of mental health diagnoses was approximately 9% at 6 months of service. Adjustment, depressive, and anxiety disorders were most common. Those with any mental health diagnosis during initial eligibility had increased risk of early attrition and were 77% less likely to deploy. Early mental health diagnoses were not statistically significantly associated with death by suicide. CONCLUSION: Mental health diagnoses during initial eligibility are common and associated with reduced odds of deployment and increased risk of early attrition. Policies designed to either retain or discharge SMs with a mental health diagnosis identified during initial training merit close examination in light of these findings.

Use of oseltamivir after influenza infection is associated with reduced incidence of recurrent adverse cardiovascular outcomes among military health system beneficiaries with prior cardiovascular diseases.

BACKGROUND: Influenza infection has been associated with increased risk of adverse cardiac and cerebral vascular outcomes. Oseltamivir, a treatment for influenza, has been shown to decrease the severity of an influenza episode, but few data exist regarding its potentially protective effect against recurrent vascular outcomes among influenza patients with a history of vascular disease. METHODS AND RESULTS: Electronic healthcare service and pharmacy records for 37,482 TRICARE beneficiaries, aged 18 and older, with a coded history of cardiovascular (CV) disease and a subsequent diagnosis of influenza from October 1, 2003, through September 30, 2007, were examined. Subjects were grouped according to whether they had filled a prescription for oseltamivir within 2 days of their influenza diagnosis. The incidence of recurrent CV events within 30 days after the influenza diagnosis among oseltavmivir-treated and untreated subjects was 8.5% and 21.2%, respectively (P<0.005). Subject age was a persistent and significant contributor to the likelihood of recurrent CV outcomes. After controlling for the differences in demographics among treated and untreated cohorts using a propensity-scored logistic regression model, a statistically significant protective effect was associated with oseltamivir treatment (odds ratio, 0.417; 95% CI, 0.349 to 0.498). CONCLUSIONS: Our findings suggests that oseltamivir treatment for influenza is associated with significant decrease in the risk of recurrent CV events in subjects with a history of CV disease. These findings merit confirmation in further prospective and controlled studies. Meanwhile, in patients with CV disease, strict adherence with current practice guidelines for prevention and treatment of influenza is recommended.

The association between oseltamivir use and adverse neuropsychiatric outcomes among TRICARE beneficiaries, ages 1 through 21 years diagnosed with influenza.

UNLABELLED: Recent reports out of Japan have linked therapeutic use of the oral neuraminidase inhibitor oseltamivir with adverse neuropsychiatric outcomes in adolescents. OBJECTIVE: To assess if protective measures should be taken to mitigate potential adverse outcomes among United States Department of Defense (DoD) pediatric beneficiaries who are prescribed oseltamivir therapeutically. STUDY GROUP: DoD healthcare beneficiaries, ages 1 through 21 years, who received a diagnosis of influenza from 1 October 2006 through 30 September 2007. METHODS: A retrospective cohort study using electronic healthcare service and pharmacy fill. Cross tabulations and propensity-adjusted logistic regression analyses were performed to compare the frequency of adverse neuropsychiatric outcomes among those treated therapeutically with oseltamivir with those that were not. RESULTS: The prevalences of neuropsychiatric diagnoses following the influenza diagnosis overall and among the treated and untreated groups were 3.5%, 3.0%, and 3.8%, respectively (p < .05). A statistically significant protective effect was associated with oseltamivir treatment (prevalence odds ratio (POR) = 0.82 (95% CI, 0.69, 0.96)) in a propensity-adjusted regression model. The model significantly associated increasing patient age with the likelihood of an adverse neuropsychiatric outcome, but the associations with patient gender and parental rank, a proxy used for socioeconomic status, were not statistically Significant. CONCLUSIONS: Our retrospective study found no evidence that oseltamivir treatment for influenza increased the risk of adverse neuropsychiatric outcomes among the study population. An additional study focusing on prospective medical surveillance of influenza patients is warranted.

Stress, mental health, and job performance among active duty military personnel: findings from the 2002 Department of Defense Health-Related Behaviors Survey.

This study examined the extent to which high levels of occupational and family stress were associated with mental health problems and productivity loss among active duty military personnel. We analyzed data from the 2002 Department of Defense Survey of Health-Related Behaviors among Military Personnel, which provided extensive population-based information on 12,756 active duty personnel in all branches of the military worldwide. Military personnel reported higher levels of stress at work than in their family life. The personnel reporting the highest levels of occupational stress were those 25 or younger, those who were married with spouses not present, and women. Personnel with high levels of stress had significantly higher rates of mental health problems and productivity loss than those with less stress. We recommend that prevention and intervention efforts geared toward personnel reporting the highest levels of stress be given priority for resources in this population.

Status of U.S. military retirees and their spouses toward achieving Healthy People 2010 objectives.

PURPOSE: To assess the status of U.S. military retirees and their spouses 38 to 64 years of age relative to select Healthy People 2010 objectives and to identify sociodemographic characteristics associated with select health behaviors. DESIGN: Cross-sectional analyses with self-reported standardized measures from the U.S. Department of Defense Population Health Survey, 2003. SETTING: The continental United States. SUBJECTS: U.S. military retirees and their spouses 38 to 64 years of age. MEASURES: Data for this study were self-reported responses to the Population Health Survey. Dichotomous variables were created to indicate whether each Healthy People 2010 objective had been met. Each objective was measurable with the survey by using the definitions set forth in Healthy People 2010. These objectives included healthy weight and obesity based on body mass index (height and weight); daily fruit, vegetable, and grain-product consumption; physical inactivity, moderate physical activity, and vigorous physical activity; binge drinking; cigarette use; and smoking-cessation attempts. RESULTS: The study population did not meet any of the Healthy People 2010 objectives included in this study. Sociodemographic characteristics that were associated with this result included being male, not having a college degree, and a less-than-excellent self-reported general health status. CONCLUSION: Health-promotion interventions are needed to improve the health status of this population and to achieve the goals set forth in Healthy People 2010.

Association between obesity and depressive symptoms among U.S. Military active duty service personnel, 2002.

PURPOSE: The association between obesity and depression remains equivocal. The purpose of this study was to describe the prevalence and association of obesity and depressive symptoms among military personnel. METHODS: A cross-sectional analysis was performed using data (N=10,040) from the U.S. Department of Defense (DoD) Survey of Health-Related Behaviors. Prevalence odds ratios were calculated to describe the association between obesity and depressive symptoms. RESULTS: Approximately 10% of active duty men and 4% of active duty women were obese. The prevalence of depressive symptoms ranged from approximately 16% of overweight men to 49% of obese women. Obese men and women and underweight men had increased odds of depressive symptoms as compared with normal-weight individuals. CONCLUSIONS: The DoD should emphasize prevention and regular screening for obesity and depressive symptoms to improve readiness and reduce health care costs and disease burden in this cohort.

Burden of disease associated with overweight and obesity among U.S. military retirees and their dependents, aged 38-64, 2003.

PURPOSE: The prevalence of overweight and obesity is increasing in the general US population and in beneficiaries of the Department of Defense (DoD) Military Healthcare System. The purpose of this study was to describe the prevalence and correlation of overweight, obesity and associated co-morbidities in the DoD beneficiary population. METHODS: A cross-sectional analysis was preformed on data from the DoD's 2003 Population Health Survey. Prevalence odds ratios (POR) were used to describe the association between overweight and obesity categories and prevalence of co-morbidities. RESULTS: Eighty percent of men and 60% of women were overweight or obese and 33% of men and 29% of women were obese. The PORs increased in magnitude corresponding to increasing BMI categories for all co-morbidities. The percent of individuals reporting between 2 and 4 co-morbidities also increased with increasing weight class. CONCLUSIONS: Overweight, obesity and associated co-morbidities are prevalent among DoD beneficiaries. Overweight and obese individuals have an increased prevalence of co-morbidities compared to normal weight individuals. Twenty plus years of active duty in the military does not confer any long-term protection against overweight, obesity or the associated co-morbidities. The DoD should emphasize prevention in order to reduce healthcare costs and the disease burden in this cohort.