Neighborhood Socioeconomic Status and Healthcare Quality Measures Following Bariatric Surgery in Maryland
Akinyemi, O.; Fullum, T.; Fasokun, M.; Ugochukwu, N.; Hughes, K.; Yue, D.; Fryer, C.; Chen, J.; White-Whilby, K.
Show abstract
IntroductionBariatric surgery is the most effective treatment for severe obesity, yet significant socioeconomic disparities in access and outcomes persist, especially in disadvantaged communities. Neighborhood socioeconomic status (nSES) influences healthcare utilization, complication rates, and recovery, but its impact within state-specific reimbursement models remains understudied. ObjectiveThis study examines whether nSES, measured by the Distressed Communities Index (DCI), is independently associated with prolonged hospital stays and higher readmission rates after bariatric surgery. It also evaluates the interaction between race/ethnicity and nSES, to assess disparities in post-surgical outcomes. MethodologyA retrospective cohort study was conducted using Maryland State Inpatient Databases (SID) from 2018 to 2020. The study population included all adult patients who underwent bariatric surgery, identified using ICD-10 procedure codes. The primary explanatory variable was nSES, operationalized using DCI quintiles, linked to patient ZIP codes. The primary outcomes were hospital length of stay (continuous variable) and readmission (binary variable: Yes/No). Multivariate linear regression (for hospital stay) and logistic regression (for readmission) were performed, adjusting for demographic factors (age, sex, race/ethnicity), clinical characteristics (preexisting comorbidities using the Charlson Comorbidity Index (CCI) and, obesity class), and socioeconomic indicators (insurance type) and Geographic classification. Interaction terms were included to evaluate whether race/ethnicity modified the association between nSES and these outcomes. ResultAmong 10,784 bariatric surgery recipients, the majority were Black (48.3%), female (83.1%), with a mean age of 44.1 {+/-} 11.6 years. Length of stay did not differ significantly by DCI Quintiles; patients in distressed areas had similar odds of prolonged hospitalization compared to those in prosperous areas ({beta} = 0.045; 95% CI: -0.111 to 0.201; p = 0.575). Readmission risk was higher in distressed neighborhoods (OR = 1.64; 95% CI: 0.76-3.54; p = 0.207), though not statistically significant. No interaction was observed between nSES and race/ethnicity. ConclusionResidents of disadvantaged neighborhoods showed a non-significant trend toward higher readmission without increased hospital stay. Findings underscore the need to enhance post-discharge care for socioeconomically vulnerable populations.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Unplanned Hospital Visits after Ambulatory Surgical Care 93%
- The COVID-19 health equity twindemic: Statewide epidemiologic trends of SARS-CoV-2 outcomes among racial minorities and in rural America 92%
- 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 92%
Similar papers in this journal
- Differences in COVID-19 Risk by Race and County-Level Social Determinants of Health Among Veterans 94%
- Association between Non-Dietary Cardiovascular Health and Expenditures Related to Acute Coronary Syndrome in the US between 2008–2018 93%
- Impostor Phenomenon in the Nutrition and Dietetics Profession: An Online Cross-Sectional Survey 93%
Similar papers in this journal
- Social support and ideal cardiovascular health in urban Jamaica: a cross-sectional study 92%
- Evolving Patterns of COVID-19 Mortality in US Counties: A Longitudinal Study of Healthcare, Socioeconomic, and Vaccination Associations 91%
- Listening to older voices: Results of a cross-sectional survey of older patient-reported experiences of facility-based healthcare in Nouna, Burkina Faso 91%
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 94%
- 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 92%
- Combined association of obesity and other cardiometabolic diseases with severe COVID-19 outcomes: a nationwide cross-sectional study of 21,773 Brazilian adult and elderly inpatients 91%
Similar papers in this journal
- Disparities in outcomes among patients diagnosed with cancer associated with emergency department visits 92%
- Racial and ethnic disparities for SARS-CoV-2 positivity in the United States: a generalizing pandemic 91%
- Association of Chronic Acid Suppression and Social Determinants of Health with COVID-19 Infection 91%
"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.