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BMC Med Inform Decis Mak ; 18(1): 23, 2018 03 27.
Article in English | MEDLINE | ID: mdl-29580278

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.


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