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The impact of digital inequities on gastrointestinal cancer disparities in the United States.
Journal of Surgical Oncology 2023 March 29
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.
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.
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