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Item Non-Medical Characteristics Affect Referral for Advanced Heart Failure Services: a Retrospective Review(Springer Nature, 2025) Kelty, Catherine E.; Dickinson, Michael G.; Lyerla, Rob; Chillag, Kata; Fogarty, Kieran J.; Medicine, School of MedicineBackground: Patients with advanced heart failure (AHF) are extensively evaluated before heart transplantation or left ventricular assist device (LVAD) eligibility. Patients are assessed for medical need and psychosocial or economic factors that may affect success post-treatment. For patients to be evaluated, however, they first must be referred. This study investigated social and economic factors affecting AHF referral, specialist visits, or treatment. Methods: Patients with heart failure (n = 24,258) were reviewed at one large hospital system over 4 years. Independent variables age, sex, marital status, race/ethnicity, preferred language, smoking, and insurance status were assessed for the outcomes of referral, clinic visit, and treatment by Chi-square and ANOVA. In-house and 1-year mortality were evaluated by logistic regression, and time-to-event was assessed by the Cox proportional hazards model. Results: Younger (HR 0.934, 95% CI 0.925-0.943), male (HR 2.216, 95% CI 1.544-3.181), and publicly insured (HR 1.298 [95% CI 1.038, 1.623]) patients were more likely to be referred, while unmarried (HR 0.665, 95% CI 0.488-0.905) and smoking (HR 0.549, 95% CI 0.389-0.776) patients had fewer referrals. Younger, married, and nonsmoking patients were more likely to have a clinic visit. Younger age, White race, and Hispanic/Latino ethnicity were associated with receiving a heart transplant, and LVAD recipients were more likely Hispanic/Latino ethnicity. Advanced age, Hispanic/Latino ethnicity, and smoking were associated with 1-year mortality after heart failure diagnosis. Conclusions: Disparities in access exist before evaluation for AHF therapies. Improving access at the levels of referral and evaluation is a necessary step toward achieving equity in organ allocation.Item 'Online' geriatric assessment procedure for older adults referred for geriatric assessment during an acute care episode for consideration of reliability of triage decisions(Springer Nature, 2012-03-20) Gray, Len; Dakin, Lucy; Counsell, Steven; Edwards, Helen; Wootton, Richard; Martin-Khan, Melinda; Medicine, School of MedicineBackground: Comprehensive geriatric assessment has been shown to improve patient outcomes, but the geriatricians who deliver it are in short-supply. A web-based method of comprehensive geriatric assessment has been developed with the potential to improve access to specialist geriatric expertise. The current study aims to test the reliability and safety of comprehensive geriatric assessment performed "online" in making geriatric triage decisions. It will also explore the accuracy of the procedure in identifying common geriatric syndromes, and its cost relative to conventional "live" consultations. Methods/design: The study population will consist of 270 acutely hospitalized patients referred for geriatric consultation at three sites. Paired assessments (live and online) will be conducted by independent, blinded geriatricians and the level of agreement examined. This will be compared with the level of agreement between two independent, blinded geriatricians each consulting with the patient in person (i.e. "live"). Agreement between the triage decision from live-live assessments and between the triage decision from live-online assessments will be calculated using kappa statistics. Agreement between the online and live detection of common geriatric syndromes will also be assessed using kappa statistics. Resource use data will be collected for online and live-live assessments to allow comparison between the two procedures. Discussion: If the online approach is found to be less precise than live assessment, further analysis will seek to identify patient subgroups where disagreement is more likely. This may enable a protocol to be developed that avoids unsafe clinical decisions at a distance.