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Full-Text Articles in Medicine and Health Sciences
Perioperative Nurses’ Attitudes Toward The Electronic Health Record, Laura Yontz, Jennifer Zinn, Edward Schumacher
Perioperative Nurses’ Attitudes Toward The Electronic Health Record, Laura Yontz, Jennifer Zinn, Edward Schumacher
Edward J Schumacher
Background: The adoption of an electronic health record (EHR) is mandated under current health care legislation reform. The EHR provides data that are patient centered and improves patient safety. There are limited data; however, regarding the attitudes of perioperative nurses toward the use of the EHR. Purpose: The purpose of this project was to identify perioperative nurses’ attitudes toward the use of the EHR. Design: Quantitative descriptive survey was used to determine attitudes toward the electronic health record. Methods: Perioperative nurses in a southeastern health system completed an online survey to determine their attitudes toward the EHR in providing patient …
Improved Cardiovascular Risk Prediction Using Nonparametric Regression And Electronic Health Record Data, Edward Kennedy, Wyndy Wiitala, Rodney Hayward, Jeremy Sussman
Improved Cardiovascular Risk Prediction Using Nonparametric Regression And Electronic Health Record Data, Edward Kennedy, Wyndy Wiitala, Rodney Hayward, Jeremy Sussman
Edward H. Kennedy
Use of the electronic health record (EHR) is expected to increase rapidly in the near future, yet little research exists on whether analyzing internal EHR data using flexible, adaptive statistical methods could improve clinical risk prediction. Extensive implementation of EHR in the Veterans Health Administration provides an opportunity for exploration. Our objective was to compare the performance of various approaches for predicting risk of cerebrovascular and cardiovascular (CCV) death, using traditional risk predictors versus more comprehensive EHR data. Regression methods outperformed the Framingham risk score, even with the same predictors (AUC increased from 71% to 73% and calibration also improved). …