Person: Cooper, Zara
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Publication The Language of Delirium: Keywords for Identifying Delirium from Medical Records
(SLACK, Inc., 2015) Puelle, Margaret R.; Kosar, Cyrus M.; Xu, Guoquan; Schmitt, Eva; Jones, Richard N.; Marcantonio, Edward; Cooper, Zara; Inouye, Sharon; Saczynski, Jane S.Electronic medical records (EMRs) offer the opportunity to streamline the search for patients with possible delirium. The purpose of the current study was to identify words and phrases commonly noted in charts of patients with delirium. The current study included 67 patients (nested within a cohort study of 300 patients) ages 70 and older undergoing major elective surgery with evidence of confusion in their medical charts. Eight keywords or phrases had positive predictive values of 60% to 100% for delirium. Keywords were charted more often in nursing notes than physician notes. A brief list of keywords may serve as a building block for a methodology to screen for possible delirium from charts, with particular attention to nursing notes, for research and real-time clinical decision making.
Publication The Successful Aging After Elective Surgery Study: Cohort Description and Data Quality Procedures
(Wiley-Blackwell, 2015) Schmitt, Eva M.; Saczynski, Jane S.; Kosar, Cyrus M.; Jones, Richard N.; Alsop, David C.; Fong, Tamara G.; Metzger, Eran; Cooper, Zara; Marcantonio, Edward; Travison, Thomas; Inouye, SharonBackground/Objectives
Delirium is the most common complication of major elective surgery in older patients. The Successful Aging after Elective Surgery (SAGES) study was designed to examine novel risk factors and long-term outcomes associated with delirium. This report describes the cohort, quality assurance procedures, and results. Design
Long-term prospective cohort study. Setting
Three academic medical centers. Participants
A total of 566 patients age 70 and older without recognized dementia scheduled for elective major surgery. Measurements
Participants were assessed preoperatively, daily during hospitalization, and at variable monthly intervals for up to 36 months post-discharge. Delirium was assessed in hospital by trained study staff. Study outcomes included cognitive and physical function. Novel risk factors for delirium were assessed including genetic and plasma biomarkers, neuroimaging markers, and cognitive reserve markers. Interrater reliability (kappa and weighted kappa) was assessed for key variables in 119 of the patient interviews. Results
Participants were an average of 77 years old and 58% were female. The majority of patients (81%) were undergoing orthopedic surgery and 24% developed delirium post-operatively. Over 95% of eligible patients were followed for 18 months. There was >99% capture of key study outcomes (cognitive and functional status) at every study interview and interrater reliability was high (weighted kappas for delirium = 0.92 and for overall cognitive and functional outcomes = 0.94 -1.0). Completion rates for plasma biomarkers (4 timepoints) were 95%-99% and for neuroimaging (one year follow-up) was 86%. Conclusion
The SAGES study will contribute to the understanding of novel risk factors, pathophysiology and long-term outcomes of delirium. This manuscript describes the cohort and data quality procedures, and will serve as a reference source for future studies based on SAGES.