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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...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The American Society of Tropical Medicine and Hygiene
2019
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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. |
format | Online Article Text |
id | pubmed-6553915 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | The American Society of Tropical Medicine and Hygiene |
record_format | MEDLINE/PubMed |
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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