A mobile phone based tool to identify symptoms of common childhood diseases in Ghana: development and evaluation of the integrated clinical algorithm in a cross-sectional study

BMC Med Inform Decis Mak. 2018 Mar 27;18(1):23. doi: 10.1186/s12911-018-0600-3.

Abstract

Background: The aim of this study was the development and evaluation of an algorithm-based diagnosis-tool, applicable on mobile phones, to support guardians in providing appropriate care to sick children.

Methods: The algorithm was developed on the basis of the Integrated Management of Childhood Illness (IMCI) guidelines and evaluated at a hospital in Ghana. Two hundred and thirty-seven guardians applied the tool to assess their child's symptoms. Data recorded by the tool and health records completed by a physician were compared in terms of symptom detection, disease assessment and treatment recommendation. To compare both assessments, Kappa statistics and predictive values were calculated.

Results: The tool detected the symptoms of cough, fever, diarrhoea and vomiting with good agreement to the physicians' findings (kappa = 0.64; 0.59; 0.57 and 0.42 respectively). The disease assessment barely coincided with the physicians' findings. The tool's treatment recommendation correlated with the physicians' assessments in 93 out of 237 cases (39.2% agreement, kappa = 0.11), but underestimated a child's condition in only seven cases (3.0%).

Conclusions: The algorithm-based tool achieved reliable symptom detection and treatment recommendations were administered conformably to the physicians' assessment. Testing in domestic environment is envisaged.

Keywords: Africa; Algorithm; Children; Decision making, computer assisted; Interactive voice response; Symptom assessment; mHealth.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Algorithms*
  • Child
  • Child, Preschool
  • Cough / diagnosis*
  • Cross-Sectional Studies
  • Decision Making, Computer-Assisted*
  • Diagnostic Techniques and Procedures / standards*
  • Diarrhea / diagnosis*
  • Female
  • Fever / diagnosis*
  • Ghana
  • Humans
  • Infant
  • Male
  • Middle Aged
  • Mobile Applications*
  • Parents
  • Physicians
  • Reproducibility of Results
  • Telemedicine / methods
  • Telemedicine / standards*
  • Vomiting / diagnosis*