OBJECTIVE: to identify the defining characteristics of Ineffective airway clearance with better predictive power using classification trees. METHOD: the predictive power of the defining characteristics of Ineffective airway clearance was evaluated based on classification trees generated from the data of 249 children with acute respiratory infection. RESULTS: Ineffective cough and adventitious breath sounds were identified as the main defining characteristics when screening for Ineffective airway clearance in accordance with trees based on three different computational algorithms. CONCLUSION: Ineffective coughing and adventitious breath sounds had better predictive capacity for Ineffective airway clearance in the sample.
OBJECTIVE: to identify the defining characteristics of Ineffective airway clearance with better predictive power using classification trees. METHOD: the predictive power of the defining characteristics of Ineffective airway clearance was evaluated based on classification trees generated from the data of 249 children with acute respiratory infection. RESULTS: Ineffective cough and adventitious breath sounds were identified as the main defining characteristics when screening for Ineffective airway clearance in accordance with trees based on three different computational algorithms. CONCLUSION: Ineffective coughing and adventitious breath sounds had better predictive capacity for Ineffective airway clearance in the sample.
Authors: Aline Batista Maurício; Elaine Drehmer de Almeida Cruz; Alba Lucia Bottura Leite de Barros; Mary Gay Tesoro; Camila Takao Lopes; Anne Marie Simmons; Juliana de Lima Lopes; Lidia Santiago Guandalini Journal: Rev Lat Am Enfermagem Date: 2022-03-21