The Risk of Catastrophic Surgical Expenditure Within a Community-Based Primary and Preventive Care Program at a Florida Medical School: A Modeling Study
Gregory W Schneider, Jamie Fairclough, Prasad Bhoite, Anuj Ojha, Matthew T Hey, Shahab Shaffiey, Mackenzie Mayhew, Alexa Denton, Anna T LaTray, Rupa Seetharamaiah

TL;DR
This study models the risk of catastrophic surgical costs for underserved households in a Florida medical school program, showing how insurance status and neighborhood deprivation affect financial vulnerability.
Contribution
The study introduces a novel use of the Area Deprivation Index to model and predict catastrophic surgical expenditure risks in low-income communities.
Findings
Households face CSE risks ranging from 7.7% to 88.92%, depending on insurance status and payment burden.
Higher Area Deprivation Index scores correlate with increased CSE risk, especially for uninsured individuals.
Abstract
Introduction Catastrophic surgical expenditure (CSE) poses significant financial risks globally. This modeling study investigates the risk of CSE among underserved households enrolled in a primary and preventive care program at a US community-based medical school. Materials and methods Using World Health Organization methodology, the analysis estimates the risk of these households suffering a CSE for an emergency cholecystectomy, adjusting for varying rates of insurance coverage. A place-based indicator of social deprivation - the Area Deprivation Index (ADI) score - was evaluated for correlation with CSE risk. Results Findings reveal that significant percentages of households face CSE risk, ranging from 7.7% to 88.92%, depending on insurance status and payment burden assumed. Importantly, ADI scores show a significant correlation with CSE risk. Higher ADI scores correlated with…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsGlobal Health Care Issues · Global Health Workforce Issues · Healthcare Policy and Management
