Related Experiment Video
Updated: Feb 10, 2026

Robotics in Surgery: A Modular Robotic Platform Driven Gastric Wedge Resection
Published on: February 7, 2025
Association Between Surgical Robotic Availability and Open Operation Rate: A Geographic Analysis
Zhi Ven Fong1, Charles K Anderson2, Elizabeth Wall-Wieler3
1From the Mayo Clinic Comprehensive Cancer Center, Department of Surgery, Mayo Clinic, Phoenix, AZ (Ven Fong).
Background:
Despite the widespread adoption of minimally invasive surgery in the US, disparities in its use persist. One unexplored contributor is geographic access to robotic surgical systems. This study evaluates the geospatial association between: (1) Social Vulnerability Index (SVI) and open surgery rates, (2) availability of robotic systems and open surgery, and (3) open surgery rates in demographically similar areas with differing robotic access.
Study Design:
Data from 6 sources were linked at the ZIP Code Tabulation Area (ZCTA) level to identify hospitals and to extract procedure modality, presence of robotic systems, and area characteristics. Regression analysis assessed the association between SVI and open surgery rates. Open rates were then compared between hospitals with and without robotic systems. Propensity score matching was used to compare open rates across matched ZCTAs by robotic access and SVI levels.
Results:
Higher social vulnerability was associated with increased open surgery rates (estimate = 0.20; p < 0.01), with rates ranging from 18.3% in low-vulnerability areas to 32.7% in high-vulnerability areas. Among 3,446 eligible ZCTAs, 57% had at least 1 robotic system. ZCTAs without robotic systems had higher open surgery rates (42.9 vs 19.4 per 100 procedures; relative rate = 2.21; p < 0.01). This association remained significant after matching (relative rate = 1.66; p < 0.01), for the low-mid- and high-SVI strata, and 3 of the 5 procedures examined.
Conclusions:
When correcting for geographic variation, the availability of robotic surgery was associated with a decrease in open surgery rates.
More Related Videos
Related Concept Videos
The Availability Heuristic
Selected Data About Geographic Locations
Associative Learning
Classical conditioning, also known...
Association Areas of the Cortex
Prefrontal Association Area: This area is located in the frontal lobe and is involved in planning, decision-making, and moderating social behavior. It connects with primary motor areas,...
Reaction Rate
The mathematical representation of the change in the concentration of reactants and products, over time, is the rate...
Real Number Operations

