Revista Brasileira de Enfermagem ()

Classification tree to screen for the nursing diagnosis Ineffective airway clearance

  • Daniel Bruno Resende Chaves,
  • Lívia Maia Pascoal,
  • Beatriz Amorim Beltrão,
  • Marília Mendes Nunes,
  • Tânia Alteniza Leandro,
  • Viviane Martins da Silva,
  • Marcos Venícios de Oliveira Lopes

DOI
https://doi.org/10.1590/0034-7167-2017-0085
Journal volume & issue
Vol. 71, no. 5
pp. 2353 – 2358

Abstract

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ABSTRACT 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.

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