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Development and Initial Validation of a Frontline Health Worker mHealth Assessment Platform (MEDSINC(®)) for Children 2–60 Months of Age

Approximately 3 million children younger than 5 years living in low- and middle-income countries (LMICs) die each year from treatable clinical conditions such as pneumonia, dehydration secondary to diarrhea, and malaria. A majority of these deaths could be prevented with early clinical assessments a...

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Autores principales: Finette, Barry A., McLaughlin, Megan, Scarpino, Samuel V., Canning, John, Grunauer, Michelle, Teran, Enrique, Bahamonde, Marisol, Quizhpe, Edy, Shah, Rashed, Swedberg, Eric, Rahman, Kazi Asadur, Khondker, Hosneara, Chakma, Ituki, Muhoza, Denis, Seck, Awa, Kabore, Assiatta, Nibitanga, Salvator, Heath, Barry
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The American Society of Tropical Medicine and Hygiene 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6553915/
https://www.ncbi.nlm.nih.gov/pubmed/30994099
http://dx.doi.org/10.4269/ajtmh.18-0869
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author Finette, Barry A.
McLaughlin, Megan
Scarpino, Samuel V.
Canning, John
Grunauer, Michelle
Teran, Enrique
Bahamonde, Marisol
Quizhpe, Edy
Shah, Rashed
Swedberg, Eric
Rahman, Kazi Asadur
Khondker, Hosneara
Chakma, Ituki
Muhoza, Denis
Seck, Awa
Kabore, Assiatta
Nibitanga, Salvator
Heath, Barry
author_facet Finette, Barry A.
McLaughlin, Megan
Scarpino, Samuel V.
Canning, John
Grunauer, Michelle
Teran, Enrique
Bahamonde, Marisol
Quizhpe, Edy
Shah, Rashed
Swedberg, Eric
Rahman, Kazi Asadur
Khondker, Hosneara
Chakma, Ituki
Muhoza, Denis
Seck, Awa
Kabore, Assiatta
Nibitanga, Salvator
Heath, Barry
author_sort Finette, Barry A.
collection PubMed
description Approximately 3 million children younger than 5 years living in low- and middle-income countries (LMICs) die each year from treatable clinical conditions such as pneumonia, dehydration secondary to diarrhea, and malaria. A majority of these deaths could be prevented with early clinical assessments and appropriate therapeutic intervention. In this study, we describe the development and initial validation testing of a mobile health (mHealth) platform, MEDSINC(®), designed for frontline health workers (FLWs) to perform clinical risk assessments of children aged 2–60 months. MEDSINC is a web browser–based clinical severity assessment, triage, treatment, and follow-up recommendation platform developed with physician-based Bayesian pattern recognition logic. Initial validation, usability, and acceptability testing were performed on 861 children aged between 2 and 60 months by 49 FLWs in Burkina Faso, Ecuador, and Bangladesh. MEDSINC-based clinical assessments by FLWs were independently and blindly correlated with clinical assessments by 22 local health-care professionals (LHPs). Results demonstrate that clinical assessments by FLWs using MEDSINC had a specificity correlation between 84% and 99% to LHPs, except for two outlier assessments (63% and 75%) at one study site, in which local survey prevalence data indicated that MEDSINC outperformed LHPs. In addition, MEDSINC triage recommendation distributions were highly correlated with those of LHPs, whereas usability and feasibility responses from LHP/FLW were collectively positive for ease of use, learning, and job performance. These results indicate that the MEDSINC platform could significantly increase pediatric health-care capacity in LMICs by improving FLWs’ ability to accurately assess health status and triage of children, facilitating early life-saving therapeutic interventions.
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spelling pubmed-65539152019-06-26 Development and Initial Validation of a Frontline Health Worker mHealth Assessment Platform (MEDSINC(®)) for Children 2–60 Months of Age Finette, Barry A. McLaughlin, Megan Scarpino, Samuel V. Canning, John Grunauer, Michelle Teran, Enrique Bahamonde, Marisol Quizhpe, Edy Shah, Rashed Swedberg, Eric Rahman, Kazi Asadur Khondker, Hosneara Chakma, Ituki Muhoza, Denis Seck, Awa Kabore, Assiatta Nibitanga, Salvator Heath, Barry Am J Trop Med Hyg Articles Approximately 3 million children younger than 5 years living in low- and middle-income countries (LMICs) die each year from treatable clinical conditions such as pneumonia, dehydration secondary to diarrhea, and malaria. A majority of these deaths could be prevented with early clinical assessments and appropriate therapeutic intervention. In this study, we describe the development and initial validation testing of a mobile health (mHealth) platform, MEDSINC(®), designed for frontline health workers (FLWs) to perform clinical risk assessments of children aged 2–60 months. MEDSINC is a web browser–based clinical severity assessment, triage, treatment, and follow-up recommendation platform developed with physician-based Bayesian pattern recognition logic. Initial validation, usability, and acceptability testing were performed on 861 children aged between 2 and 60 months by 49 FLWs in Burkina Faso, Ecuador, and Bangladesh. MEDSINC-based clinical assessments by FLWs were independently and blindly correlated with clinical assessments by 22 local health-care professionals (LHPs). Results demonstrate that clinical assessments by FLWs using MEDSINC had a specificity correlation between 84% and 99% to LHPs, except for two outlier assessments (63% and 75%) at one study site, in which local survey prevalence data indicated that MEDSINC outperformed LHPs. In addition, MEDSINC triage recommendation distributions were highly correlated with those of LHPs, whereas usability and feasibility responses from LHP/FLW were collectively positive for ease of use, learning, and job performance. These results indicate that the MEDSINC platform could significantly increase pediatric health-care capacity in LMICs by improving FLWs’ ability to accurately assess health status and triage of children, facilitating early life-saving therapeutic interventions. The American Society of Tropical Medicine and Hygiene 2019-06 2019-04-15 /pmc/articles/PMC6553915/ /pubmed/30994099 http://dx.doi.org/10.4269/ajtmh.18-0869 Text en © The American Society of Tropical Medicine and Hygiene This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Articles
Finette, Barry A.
McLaughlin, Megan
Scarpino, Samuel V.
Canning, John
Grunauer, Michelle
Teran, Enrique
Bahamonde, Marisol
Quizhpe, Edy
Shah, Rashed
Swedberg, Eric
Rahman, Kazi Asadur
Khondker, Hosneara
Chakma, Ituki
Muhoza, Denis
Seck, Awa
Kabore, Assiatta
Nibitanga, Salvator
Heath, Barry
Development and Initial Validation of a Frontline Health Worker mHealth Assessment Platform (MEDSINC(®)) for Children 2–60 Months of Age
title Development and Initial Validation of a Frontline Health Worker mHealth Assessment Platform (MEDSINC(®)) for Children 2–60 Months of Age
title_full Development and Initial Validation of a Frontline Health Worker mHealth Assessment Platform (MEDSINC(®)) for Children 2–60 Months of Age
title_fullStr Development and Initial Validation of a Frontline Health Worker mHealth Assessment Platform (MEDSINC(®)) for Children 2–60 Months of Age
title_full_unstemmed Development and Initial Validation of a Frontline Health Worker mHealth Assessment Platform (MEDSINC(®)) for Children 2–60 Months of Age
title_short Development and Initial Validation of a Frontline Health Worker mHealth Assessment Platform (MEDSINC(®)) for Children 2–60 Months of Age
title_sort development and initial validation of a frontline health worker mhealth assessment platform (medsinc(®)) for children 2–60 months of age
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6553915/
https://www.ncbi.nlm.nih.gov/pubmed/30994099
http://dx.doi.org/10.4269/ajtmh.18-0869
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