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Todd Dorman

Publications and source records attributed to Todd Dorman.

38 records · Page 3Linked to original sources

Preoperative predictors of blood transfusion in colorectal cancer surgery.

Transfusion is associated with multiple risks and morbidities. Little is known, however, about preoperative predictors of transfusion in gastrointestinal surgery patients. To identify factors that influence transfusion practices, we analyzed hospital discharge data from colorectal cancer surgery patients in Maryland between 1994 and 2000 (n = 14,052). The primary outcome variable was whether or not patients received a blood product ("Any Transfusion"). Characteristics independently associated with an increased risk of receiving Any Transfusion included: advanced age (>80 yr: OR 2.3; 95% CI 1.9-2.9; 70-79 yr: OR 1.6; 95% CI 1.4-2.0 vs. <60 yr), moderate to severe liver disease (OR 2.5; 95% CI 1.5-4.2), mild liver disease (OR 2.1; 95% CI 1.5-2.9), diabetes with complications (OR 2.1; 95% CI 1.6-2.6), chronic renal disease (OR 2.1; 95% CI 1.4-3.0), female gender (OR 1.3; 95% CI 1.2-1.5), chronic pulmonary disease (COPD) (OR 1.3; 95% CI 1.1-1.4), and metastatic disease (OR 1.2; 95% CI 1.1-1.4). Patients at hospitals with an annual case volume in the highest quartile were at an increased risk for receiving Any Transfusion (OR 2.1; 95% CI 1.3-3.4) and those with surgeons in the highest volume quartile (>12 cases/yr) were at a decreased risk (OR 0.8; 95% CI 0.6-0.99). The association between greater surgeon case volume and low transfusion rates was seen in all but the very high volume hospitals (>74 cases/yr). Blood product transfusion was associated with a 2.5-fold (95% CI 2.1-3.1) increased mortality, 3.7 day (95% CI 2.1-3.1) increase in hospital length of stay, and a 7120 dollars (95% CI 6472 dollars-7769 dollars) increase in total charges compared to patients that did not receive Any Transfusion. This data can be used by providers in discussions with patients regarding the risks for transfusion and in identifying patients in whom strategies to reduce transfusions should be evaluated.

Adult↗

Sepsis alert and diagnostic system: integrating clinical systems to enhance study coordinator efficiency.

Screening patients for clinical studies is time-consuming for researchers. Inefficiencies from human-based eligibility screening cause delay in scientific breakthroughs and are costly. We sought to determine the reliability of an automated computer-based real-time eligibility screening tool. A time-motion diary study was conducted in two university-based intensive care units using a cohort-controlled design. Time saved by automated eligibility screening and the positive and negative predictive values of the integrated eligibility screening system were compared with the gold standard of manual chart review. Sepsis Alert and Diagnostic System sensitivity and specificity were 82% and 95%, respectively. Positive and negative predictive values were 87.5% and 93%, respectively. During evaluation, Sepsis Alert and Diagnostic System saved a minimum of 137 minutes for the study coordinator. Sepsis Alert and Diagnostic System serves as a reliable tool for real-time eligibility screening in an intensive care unit setting. Time efficiencies through use of Sepsis Alert and Diagnostic System may translate into cost savings for funding agencies. The concept and methodology deployed in this study are applicable to any facility with electronic medical record capacity, as long as the data within that system are granular enough to support the specific query.

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