This study aimed to determine the effectiveness of using a wireless , portable vital signs monitor ( WVSM ) for predicting the need for lifesaving interventions ( LSIs ) in the emergency department ( ED ) and use a multivariate logistic regression model to determine whether the WVSM was an improved predictor of LSIs in the ED over the standard of care monitor currently being used .