Not All Weight Loss Created Equal

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.

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.

Graphical abstract

Impaired Family Functioning Affects 6-Month and 12-Month Postoperative Weight Loss

PURPOSE

Prior cross-sectional research details the high rate of impaired family functioning, a measure of the overall family environment, among adult bariatric surgery patients; however, family functioning has not been explored in relation to adult patient's postoperative outcomes. The objective of this study was to determine how family functioning affects postoperative patient outcomes including readmission rates, early complications, and 6- and 12-month percent total weight loss (%TWL).

MATERIALS AND METHODS

An observational design at a single-academic medical center was employed. The sample comprised 98 patients, living with ≥1 family member, who enrolled in one of two concurrent studies at the Center. Patients were followed from their surgical intake through 12 months postsurgery; family functioning was assessed within 2 months of their date of surgery. Chi-square and independent t tests determined significant associations between family functioning with readmission and complication rates. Average family functioning was an independent variable in multivariate linear regression models to determine significant correlates of %TWL at 6 and 12 months postsurgery. Patient age, race, and insurance status were included as covariates.

RESULTS

Patients with higher impaired family functioning had significantly less %TWL at 6 (p=.004) and 12 months (p=.030). Black patients also had significantly lower %TWL at 6 (p=.003) and 12 months (p=.009).

CONCLUSION

Family functioning and patient race were both correlates of weight loss at 6 months and 12 months. Future research should explore additional family factors as correlates of patient outcomes following bariatric surgery.