Variation of Bariatric Surgery Utilization by Neighborhood Socioeconomic Status in Maryland
Akinyemi, O.; Fullum, T.; Fasokun, M.; Hughes, K. A.; Yue, D.; Scott Fryer, C.; Chen, J.; White-Whilby, K.
Show abstract
ImportanceBariatric surgery is a proven treatment for severe obesity, yet disparities in its utilization persist, particularly among socioeconomically disadvantaged populations. ObjectiveTo evaluate the association between neighborhood socioeconomic status (nSES) and bariatric surgery utilization in Maryland and assess whether this relationship varies by race and ethnicity. Design, Setting, and ParticipantsA cross-sectional, population-based study using the Maryland State Inpatient Database (2018-2020), linked with the Distressed Communities Index (DCI). The study included adults aged [≥]18 years with body mass index (BMI) [≥]35 kg/m{superscript 2} who were eligible for bariatric surgery. Race/ethnicity was self-reported and categorized as non-Hispanic White, non-Hispanic Black, Hispanic, or Other. Main Outcomes and MeasuresThe primary outcome was receipt of bariatric surgery. The primary exposure was nSES, measured using DCI quintiles (prosperous, comfortable, mid-tier, at-risk, and distressed). Multivariable logistic regression models estimated the adjusted odds of undergoing surgery, accounting for age, sex, race/ethnicity, insurance, comorbidities, obesity class, and urbanicity. Interaction terms tested effect modification by race. ResultsOf 169,026 eligible individuals, 11,963 (7.1%) received bariatric surgery. Most recipients were female (82.6%), with nearly equal representation of Black (46.9%) and White (46.1%) patients. A socioeconomic gradient in utilization was evident: individuals from distressed neighborhoods had 30% lower odds of receiving surgery (OR, 0.70; 95% CI, 0.64- 0.76) compared to those in prosperous areas. Odds were similarly reduced for mid-tier (OR, 0.74; 95% CI, 0.70-0.79), at-risk (OR, 0.89; 95% CI, 0.83-0.96), and comfortable (OR, 0.89; 95% CI, 0.84-0.95) neighborhoods. Race moderated this association: across all DCI quintiles, Black individuals were more likely than White individuals to undergo surgery, with marginal effects increasing from 0.90% in prosperous to 2.10% in distressed areas. Conclusions and RelevanceBariatric surgery remains underutilized among eligible patients, especially those in socioeconomically disadvantaged neighborhoods. However, utilization patterns differ by race, with higher odds among Black individuals across all neighborhood strata. These findings highlight the need for targeted interventions to improve equity in obesity treatment access.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Geographic Disparities and Determinants of COVID-19 Incidence Risk in the Greater St. Louis Area, Missouri 94%
- The COVID-19 health equity twindemic: Statewide epidemiologic trends of SARS-CoV-2 outcomes among racial minorities and in rural America 93%
- Magnitude, pattern and correlates of multimorbidity among patients attending chronic outpatient medical care in Bahir Dar, northwest Ethiopia: the application of latent class analysis model 93%
Similar papers in this journal
- Social support and ideal cardiovascular health in urban Jamaica: a cross-sectional study 93%
- Barriers and facilitators to physical activity among Black women: a qualitative systematic review and thematic synthesis 92%
- Evolving Patterns of COVID-19 Mortality in US Counties: A Longitudinal Study of Healthcare, Socioeconomic, and Vaccination Associations 91%
Similar papers in this journal
- Association between Non-Dietary Cardiovascular Health and Expenditures Related to Acute Coronary Syndrome in the US between 2008–2018 94%
- Differences in COVID-19 Risk by Race and County-Level Social Determinants of Health Among Veterans 94%
- Impostor Phenomenon in the Nutrition and Dietetics Profession: An Online Cross-Sectional Survey 93%
Similar papers in this journal
- Racial/Ethnic, Biomedical, and Sociodemographic Risk Factors for COVID-19 Positivity and Hospitalization in the San Francisco Bay Area 95%
- Differential Effects of Race/Ethnicity and Social Vulnerability on COVID-19 Positivity, Hospitalization, and Death in the San Francisco Bay Area 94%
- Cardiometabolic Health in Asian American Children 92%
Similar papers in this journal
- Clinical, Behavioral and Social Factors Associated with Racial Disparities in Hospitalized and Ambulatory COVID-19 Patients from an Integrated Health Care System in Georgia 93%
- Ecological Analysis of the Temporal Trends in the Association of Social Vulnerability and Race/Ethnicity with County-Level COVID-19 Incidence and Outcomes in the United States 93%
- Prevalence Of Abdominal Obesity And Its Association With Cardiovascular Risk Among The Adult Population In Burkina Faso 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.