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Development of a diarrhoea severity scoring scale in a passive health facility-based surveillance system
BACKGROUND: Diarrhoeal disease remains a leading cause of death among children mostly in low and middle-income countries. Factors contributing to disease severity are complex and there is currently no consensus on a scoring tool for use in community-based studies. METHODS: Data were collected during...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9377573/ https://www.ncbi.nlm.nih.gov/pubmed/35969615 http://dx.doi.org/10.1371/journal.pone.0272981 |
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author | St Jean, Denise T. Chilyabanyama, Obvious N. Bosomprah, Samuel Asombang, Mah Velu, Rachel M. Chibuye, Mwelwa Mureithi, Fiona Sukwa, Nsofwa Chirwa, Masuzyo Mokha, Prudence Chilengi, Roma Simuyandi, Michelo |
author_facet | St Jean, Denise T. Chilyabanyama, Obvious N. Bosomprah, Samuel Asombang, Mah Velu, Rachel M. Chibuye, Mwelwa Mureithi, Fiona Sukwa, Nsofwa Chirwa, Masuzyo Mokha, Prudence Chilengi, Roma Simuyandi, Michelo |
author_sort | St Jean, Denise T. |
collection | PubMed |
description | BACKGROUND: Diarrhoeal disease remains a leading cause of death among children mostly in low and middle-income countries. Factors contributing to disease severity are complex and there is currently no consensus on a scoring tool for use in community-based studies. METHODS: Data were collected during a passive surveillance system in an outpatient health facility in Lusaka, Zambia from March 2019 to July 2019. Diarrhea episodes were assessed for severity using an in-house severity scoring tool (CIDRZ) and previously published scores (Vesikari, Clark, CODA, and DHAKA). The CIDRZ score was constructed using fieldworker-reported clinical signs and exploratory factor analysis. We used precision-recall curves measuring severe diarrhoea (i.e., requiring intravenous rehydration or referred for hospital admission) to determine the best performing scores. Then, we used Cronbach’s alpha to assess the scale’s internal consistency. Finally, we used Cohen’s kappa to assess agreement between the scores. RESULTS: Of 110 diarrhea episodes, 3 (3%) required intravenous rehydration or were referred for hospital admission. The precision-recall area under the curve of each score as a predictor of severe diarrhoea requiring intravenous rehydration or hospital admission was 0.26 for Vesikari, 0.18 for CODA, 0.24 for Clark, 0.59 for DHAKA, and 0.59 for CIDRZ. The CIDRZ scale had substantial reliability and performed similarly to the DHAKA score. CONCLUSIONS: Diarrhoea severity scores focused on characteristics specific to dehydration status may better predict severe diarrhea among children in Lusaka. Aetiology-specific scoring tools may not be appropriate for use in community healthcare settings. Validation studies for the CIDRZ score in diverse settings and with larger sample sizes are warranted. |
format | Online Article Text |
id | pubmed-9377573 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-93775732022-08-16 Development of a diarrhoea severity scoring scale in a passive health facility-based surveillance system St Jean, Denise T. Chilyabanyama, Obvious N. Bosomprah, Samuel Asombang, Mah Velu, Rachel M. Chibuye, Mwelwa Mureithi, Fiona Sukwa, Nsofwa Chirwa, Masuzyo Mokha, Prudence Chilengi, Roma Simuyandi, Michelo PLoS One Research Article BACKGROUND: Diarrhoeal disease remains a leading cause of death among children mostly in low and middle-income countries. Factors contributing to disease severity are complex and there is currently no consensus on a scoring tool for use in community-based studies. METHODS: Data were collected during a passive surveillance system in an outpatient health facility in Lusaka, Zambia from March 2019 to July 2019. Diarrhea episodes were assessed for severity using an in-house severity scoring tool (CIDRZ) and previously published scores (Vesikari, Clark, CODA, and DHAKA). The CIDRZ score was constructed using fieldworker-reported clinical signs and exploratory factor analysis. We used precision-recall curves measuring severe diarrhoea (i.e., requiring intravenous rehydration or referred for hospital admission) to determine the best performing scores. Then, we used Cronbach’s alpha to assess the scale’s internal consistency. Finally, we used Cohen’s kappa to assess agreement between the scores. RESULTS: Of 110 diarrhea episodes, 3 (3%) required intravenous rehydration or were referred for hospital admission. The precision-recall area under the curve of each score as a predictor of severe diarrhoea requiring intravenous rehydration or hospital admission was 0.26 for Vesikari, 0.18 for CODA, 0.24 for Clark, 0.59 for DHAKA, and 0.59 for CIDRZ. The CIDRZ scale had substantial reliability and performed similarly to the DHAKA score. CONCLUSIONS: Diarrhoea severity scores focused on characteristics specific to dehydration status may better predict severe diarrhea among children in Lusaka. Aetiology-specific scoring tools may not be appropriate for use in community healthcare settings. Validation studies for the CIDRZ score in diverse settings and with larger sample sizes are warranted. Public Library of Science 2022-08-15 /pmc/articles/PMC9377573/ /pubmed/35969615 http://dx.doi.org/10.1371/journal.pone.0272981 Text en © 2022 St Jean et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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 | Research Article St Jean, Denise T. Chilyabanyama, Obvious N. Bosomprah, Samuel Asombang, Mah Velu, Rachel M. Chibuye, Mwelwa Mureithi, Fiona Sukwa, Nsofwa Chirwa, Masuzyo Mokha, Prudence Chilengi, Roma Simuyandi, Michelo Development of a diarrhoea severity scoring scale in a passive health facility-based surveillance system |
title | Development of a diarrhoea severity scoring scale in a passive health facility-based surveillance system |
title_full | Development of a diarrhoea severity scoring scale in a passive health facility-based surveillance system |
title_fullStr | Development of a diarrhoea severity scoring scale in a passive health facility-based surveillance system |
title_full_unstemmed | Development of a diarrhoea severity scoring scale in a passive health facility-based surveillance system |
title_short | Development of a diarrhoea severity scoring scale in a passive health facility-based surveillance system |
title_sort | development of a diarrhoea severity scoring scale in a passive health facility-based surveillance system |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9377573/ https://www.ncbi.nlm.nih.gov/pubmed/35969615 http://dx.doi.org/10.1371/journal.pone.0272981 |
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