Highlights
- •While living in close proximity to foods stores does not ensure utilization, in this study, patients who lived within a 10-Minute walk to food stores had better weight loss two years after bariatric surgery.
- •Black patients with access to more food stores within a 10-Minute walk and White patients with more access within a 5-Minute walk had greater %TWL over 24 months.
- •Living in areas with lower poverty levels did not negatively affect weight loss for Black patients.
- •There were no significant associations for weight loss based on unemployment rate or proximity to fitness/recreational facilities and percent open area.
Abstract
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.
Keywords
To read this article in full you will need to make a payment
Purchase one-time access:
Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online accessOne-time access price info
- For academic or personal research use, select 'Academic and Personal'
- For corporate R&D use, select 'Corporate R&D Professionals'
Subscribe:
Subscribe to Surgery for Obesity and Related DiseasesAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- Surgery for weight loss in adults.Cochrane Database Syst Rev 2014. 2014; 8: CD003641
- The role of bariatric surgery to treat diabetes: current challenges and perspectives.BMC Endocr Disord. 2017; 17: 50
- Bariatric surgery vs lifestyle intervention for diabetes treatment: 5-year outcomes from a randomized trial.J Clin Endocrinol Metab. 2020; 105: 866-876
- Comparative efficacy of bariatric surgery in the treatment of morbid obesity and diabetes mellitus: a systematic review and network meta-analysis.Obes Surg. 2019; 29: 2180-2190
- American Society for Metabolic and Bariatric Surgery.(ASMBS) [Internet]. Newberry, FL; [2022 Jun; cited XXXX Mon X]. Surgery for Diabetes [about 5 screens]. Available from:
- American Society for Metabolic and Bariatric Surgery.(ASMBS) [Internet]. Newberry, FL; [2022 Jun; cited XXXX Mon X]. Estimate of Bariatric Surgery Numbers, 2011–2020 [about 1 screen]. Available from:
- Bariatric surgery worldwide: baseline demographic description and one-year outcomes from the fourth IFSO global registry report 2018.Obes Surg. 2019; 29: 782-795
- Outcomes of bariatric surgery in African Americans: an analysis of the Metabolic and Bariatric Surgery Accreditation and Quality Improvement Program (MBSAQIP) data registry.Obes Surg. 2020; 30: 4275-4285
- The impact of socioeconomic factors on the early postoperative complication rate after laparoscopic gastric bypass surgery.Surg Obes Relat Dis. 2019; 15: 575-581
- The association between socioeconomic factors and weight loss 5 years after gastric bypass surgery.Int J Obes (Lond). 2020; 44: 2279-2290
- Socioeconomic and racial disparities in bariatric surgery.Obes Surg. 2020; 30: 2445-2449
- Association of race with bariatric surgery outcomes.JAMA Surg. 2019; 154e190029
- Racial disparities in perioperative outcomes after metabolic and bariatric surgery: a case-control matched study.Surg Obes Relat Dis. 2020; 16: 1111-1123
- Racial disparities in obesity treatment.Curr Obes Rep. 2018; 7: 130-138
- Not all weight loss created equal.JAMA Surg. 2019; 154e190067
- Closing the gap in a generation: health equity through action on the social determinants of health [monograph on the Internet].WHO Press, Geneva, Switzerland2008 ([cited 2017 Jan]. Available from:)
- Sociological factors associated with ethnic disparities in metabolic and bariatric surgery utilization: a qualitative study.Surg Obes Relat Dis. 2020; 16: 786-795
- A qualitative analysis of post-operative nutritional barriers and useful dietary services reported by bariatric surgical patients.Obes Surg. 2016; 26: 2331-2339
- Exploring the socio-ecological factors behind the (in)active lifestyles of Spanish post-bariatric surgery patients.Int J Qual Stud Health Well-Being. 2019; 141626180
- Patient access, utilization, and perceptions of neighborhood and built environment resources.Obes Surg. 2022; 32: 416-427
- The role of food and activity environment in a bariatric surgery population: impact on postoperative weight loss.Surg Obes Relat Dis. 2022; 18: 365-372
- Standardized outcomes reporting in metabolic and bariatric surgery.Surg Obes Relat Dis. 2015; 11: 489-506
- United States Census Bureau [Internet]. Washington, D.C.(The Bureau; YYYY [updated XXXX Mon X; cited XXXX Mon X]. 2019 American Community Survey 3-year Public Use Microdata Samples [about X screens]. Available from:)
- Distance to store, food prices, and obesity in urban food deserts.Am J Prev Med. 2014; 47: 587-595
- Identifying destination distances that support walking trips in local neighborhoods.JTH. 2017; 5: 133-141
Infogroup on all businesses in Franklin County, Ohio with NAICS code 445110. Available from:
Infogroup for all business in Franklin County, Ohio with NAICS code 713940 (fitness and recreation centers). Available from:
Mid-Ohio Regional Planning Commission (MORPC). Infogroup on all businesses in Franklin County, Ohio with NAICS code 445110. Available from:
- Hierarchical linear models: applications and data analysis methods.1st ed. Sage, Newbury Park, CA1992
- Effects of neighborhood walkability on physical activity and sedentary behavior long-term post-bariatric surgery.Obes Surg. 2017; 27: 1589-1594
- Association between Medicaid status, social determinants of health, and bariatric surgery outcomes.Ann Surg Open. 2021; 2: e028
- Roux-en-Y gastric bypass for morbid obesity: what are the preoperative predictors of weight loss?.Postgrad Med J. 2013; 89: 411-416
Article info
Publication history
Published online: December 29, 2022
Accepted:
December 17,
2022
Received:
August 13,
2022
Publication stage
In Press Journal Pre-ProofIdentification
Copyright
Published by Elsevier Inc. on behalf of American Society for Metabolic and Bariatric Surgery.