TY - JOUR
T1 - The impact of digital inequities on gastrointestinal cancer disparities in the United States
AU - Fei-Zhang, David J.
AU - Moazzam, Zorays
AU - Ejaz, Aslam
AU - Cloyd, Jordan
AU - Dillhoff, Mary
AU - Beane, Joal
AU - Bentrem, David J.
AU - Pawlik, Timothy M.
N1 - Publisher Copyright:
© 2023 The Authors. Journal of Surgical Oncology published by Wiley Periodicals LLC.
PY - 2023
Y1 - 2023
N2 - Background: Modern-day internet access and technology usage substantially impacts aspects of surgical care but remain ill-defined for their associations with gastrointestinal-cancer (GIC) outcomes. We sought to develop the Digital Inequity Index (DII), a novel, a self-adapted tool to quantify access to digital resources, to assess the impact of “digital inequity” on GIC care and prognosis. Methods: Adult (20+) patients with gastrointestinal malignancies between 2013 and 2017 were identified from the Surveillance, Epidemiology, and End Results Program database. DII was calculated based on 17 census-tract level variables derived from the American Community Survey and Federal Communications Commission. Variables were categorized as infrastructure-access (i.e., electronic device ownership, broadband type, internet provider availability, income-broadband subscription ratio) or sociodemographic (i.e., education, income, disability status), ranked relative across all US counties, and then averaged into a composite score. The association between DII and surgery receipt, staging, surveillance period, and survival time were assessed with multiple logistic and linear regressions. Results: Among 287 228 patients, increasing DII was associated with increased odds of late-stage disease (highest odds ratio [OR]: 1.08, 95% confidence interval [CI]: 1.05–1.10 for hepatic) and decreased odds of receiving surgery (lowest OR: 0.94, 95% CI: 0.93–0.96 for hepatic). Higher DII was associated with shorter postoperative surveillance length (largest decrease −20.4% for hepatic) and overall survival length (largest decrease −16.0% for pancreatic). Sociodemographic and infrastructure-access factors contributed equivalently to surveillance time disparities, while infrastructure-access factors contributed more to survival disparities across GIC types. Conclusions: As technology dependence has increased, inequities in digital access should be targeted as a contributor to surgical oncologic disparities.
AB - Background: Modern-day internet access and technology usage substantially impacts aspects of surgical care but remain ill-defined for their associations with gastrointestinal-cancer (GIC) outcomes. We sought to develop the Digital Inequity Index (DII), a novel, a self-adapted tool to quantify access to digital resources, to assess the impact of “digital inequity” on GIC care and prognosis. Methods: Adult (20+) patients with gastrointestinal malignancies between 2013 and 2017 were identified from the Surveillance, Epidemiology, and End Results Program database. DII was calculated based on 17 census-tract level variables derived from the American Community Survey and Federal Communications Commission. Variables were categorized as infrastructure-access (i.e., electronic device ownership, broadband type, internet provider availability, income-broadband subscription ratio) or sociodemographic (i.e., education, income, disability status), ranked relative across all US counties, and then averaged into a composite score. The association between DII and surgery receipt, staging, surveillance period, and survival time were assessed with multiple logistic and linear regressions. Results: Among 287 228 patients, increasing DII was associated with increased odds of late-stage disease (highest odds ratio [OR]: 1.08, 95% confidence interval [CI]: 1.05–1.10 for hepatic) and decreased odds of receiving surgery (lowest OR: 0.94, 95% CI: 0.93–0.96 for hepatic). Higher DII was associated with shorter postoperative surveillance length (largest decrease −20.4% for hepatic) and overall survival length (largest decrease −16.0% for pancreatic). Sociodemographic and infrastructure-access factors contributed equivalently to surveillance time disparities, while infrastructure-access factors contributed more to survival disparities across GIC types. Conclusions: As technology dependence has increased, inequities in digital access should be targeted as a contributor to surgical oncologic disparities.
KW - digital inequity
KW - gastrointestinal cancer
KW - surgical outcomes
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U2 - 10.1002/jso.27257
DO - 10.1002/jso.27257
M3 - Article
C2 - 36975186
AN - SCOPUS:85151430912
SN - 0022-4790
JO - Journal of surgical oncology
JF - Journal of surgical oncology
ER -