The BARI-hoods Project: neighborhood social determinants of health and postoperative weight loss using integrated electronic health record, census, and county data.

BACKGROUND: While social determinants of health (SDoH) have gained attention for their role in weight loss following bariatric surgery, electronic health record (EHR) data provide limited information beyond demographics associated with disparities in weight loss. OBJECTIVE: To integrate EHR, census, and county data to explore disparities in SDoH and weight loss among patients in the largest populous county of Ohio. SETTING: Seven hundred seventy-two patients (82.1% female; 37.0% Black) who had primary bariatric surgery (48.7% gastric bypass) from 2015 to 2019 at Ohio State University. METHODS: EHR variables included race, insurance, procedure, and percent total weight lost (%TWL) at 2/3, 6, 12, and 24 months. Census variables included poverty and unemployment rates. County variables included food stores, fitness/recreational facilities, and open area within a 5- and 10-minute walk from home. Two mixed multilevel models were conducted with %TWL over 24 months, with visits as the between-subjects factor; race, census, county, insurance, and procedure variables were covariates. Two additional sets of models determined within-group differences for Black and White patients. RESULTS: Access to more food stores within a 10-minute walk was associated with greater %TWL over 24 months (P = .029). Black patients with access to more food stores within a 10-minute (P = .017) and White patients with more access within a 5-minute walk (P = .015) had greater %TWL over 24 months. Black patients who lived in areas with higher poverty rates (P = .036) experienced greater %TWL over 24 months. No significant differences were found for unemployment rate or proximity to fitness/recreational facilities and open areas. CONCLUSIONS: Close proximity to food stores is associated with better weight loss 2 years after bariatric surgery. Lower poverty levels did not negatively affect weight loss in Black patients.

Connecting past to present: Examining different approaches to linking historical redlining to present day health inequities.

In the 1930's, the Home Owner Loan Corporation (HOLC) drafted maps to quantify variation in real estate credit risk across US city neighborhoods. The letter grades and associated risk ratings assigned to neighborhoods discriminated against those with black, lower class, or immigrant residents and benefitted affluent white neighborhoods. An emerging literature has begun linking current individual and community health effects to government redlining, but each study faces the same measurement problem: HOLC graded area boundaries and neighborhood boundaries in present-day health datasets do not match. Previous studies have taken different approaches to classify present day neighborhoods (census tracts) in terms of historical HOLC grades. This study reviews these approaches, examines empirically how different classifications fare in terms of predictive validity, and derives a predictively optimal present-day neighborhood redlining classification for neighborhood and health research.

Patient Access, Utilization, and Perceptions of Neighborhood and Built Environment Resources.

PURPOSE: There is a critical need to explore bariatric patients' perceptions of existing neighborhood and built environment resources and supports to assist with postoperative behavior change and weight loss maintenance. The objective of this study was to survey postoperative patients to determine neighborhood food retail, fitness facility, and options for outdoor activity access, utilization, satisfaction, and perceptions of resources. MATERIALS AND METHODS: A convenience sample of postoperative patients from a single academic surgical center in the USA (N = 44) completed an online survey about access, utilization, satisfaction, and safety for food retail, fitness facility, and outdoor activity options in their neighborhoods. Analysis included descriptives (frequency, percent, Chi-square), and independent samples t tests and ANOVA determined differences based on race, insurance status, geographic location, and receipt of governmental assistance programs. Open-ended questions were analyzed using summative content analysis. RESULTS: Patients reported the highest access to lower-cost national food retailers and fitness facilities. The most prevalent challenge in finding food products to meet patients' goals was financial (39%). Patients' top suggestions for fitness facilities included training staff/facilities (59%) and trainers (35%) in postoperative patient care and exercise. The highest access for outdoor activity options was for walking/running trails, city/metro parks, and sidewalks. Significant differences in access, utilization, and safety were found based on geographic location, receipt of at least one assistant program, and race. CONCLUSION: The development of targeted resources may benefit patients in non-suburban areas and who receive governmental assistant programs to increase safety of outdoor options and access to lower-cost food retailers and to increase utilization of lower-cost fitness facilities.

Neighborhood-Level Lead Paint Hazard for Children under 6: A Tool for Proactive and Equitable Intervention.

Lead is well known for its adverse health effects on children, particularly when exposure occurs at earlier ages. The primary source of lead hazards among young children is paint used in buildings built before 1978. Despite being 100% preventable, some children remain exposed and state and local policies often remain reactive. This study presents a methodology for planners and public health practitioners to proactively address lead risks among young children. Using geospatial analyses, this study examines neighborhood level measurement of lead paint hazard in homes and childcare facilities and the concentration of children aged 0-5. Results highlight areas of potential lead paint hazard hotspots within a county in the Midwestern state studied, which coincides with higher concentration of non-white children. This places lead paint hazard in the context of social determinants of health, where existing disparity in distribution of social and economic resources reinforces health inequity. In addition to being proactive, lead poisoning intervention efforts need to be multi-dimensional and coordinated among multiple parties involved. Identifying children in higher lead paint hazard areas, screening and treating them, and repairing their homes and childcare facilities will require close collaboration of healthcare professionals, local housing and planning authorities, and community members.