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Under-detection of blood culture-positive enteric fever cases: The impact of missing data and methods for adjusting incidence estimates

BACKGROUND: In surveillance for typhoid fever, under-detection of cases occurs when patients with fever do not seek medical care, or seek medical care but do not receive a blood test. Missing data may result in incorrect estimates of disease incidence. METHODS: We used data from an ongoing randomise...

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Autores principales: Voysey, Merryn, Pant, Dikshya, Shakya, Mila, Liu, Xinxue, Colin-Jones, Rachel, Theiss-Nyland, Katherine, Smith, Nicola, Shrestha, Shrijana, Basnyat, Buddha, Pollard, Andrew J., Pitzer, Virginia E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6964825/
https://www.ncbi.nlm.nih.gov/pubmed/31945052
http://dx.doi.org/10.1371/journal.pntd.0007805
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author Voysey, Merryn
Pant, Dikshya
Shakya, Mila
Liu, Xinxue
Colin-Jones, Rachel
Theiss-Nyland, Katherine
Smith, Nicola
Shrestha, Shrijana
Basnyat, Buddha
Pollard, Andrew J.
Pitzer, Virginia E.
author_facet Voysey, Merryn
Pant, Dikshya
Shakya, Mila
Liu, Xinxue
Colin-Jones, Rachel
Theiss-Nyland, Katherine
Smith, Nicola
Shrestha, Shrijana
Basnyat, Buddha
Pollard, Andrew J.
Pitzer, Virginia E.
author_sort Voysey, Merryn
collection PubMed
description BACKGROUND: In surveillance for typhoid fever, under-detection of cases occurs when patients with fever do not seek medical care, or seek medical care but do not receive a blood test. Missing data may result in incorrect estimates of disease incidence. METHODS: We used data from an ongoing randomised clinical trial of typhoid conjugate vaccine among children in Nepal to determine if eligible patients attending our fever clinics who did not have blood taken for culture had a lower risk of disease than those who had blood drawn. We assessed clinical and demographic predictors of having blood taken for culture, and predictors of culture-positive results. Missing blood culture data were imputed using multiple imputations. RESULTS: During the first year of surveillance, 2392 fever presentations were recorded and 1615 (68%) of these had blood cultures. Children were more likely to have blood taken for culture if they were older, had fever for longer, a current temperature ≥38 degrees, or if typhoid or a urinary tract infection were suspected. Based on imputation models, those with blood cultures were 1.87 times more likely to have blood culture-positive fever than those with missing data. CONCLUSION: Clinical opinion on the cause of the fever may play a large part in the decision to offer blood culture, regardless of study protocol. Crude typhoid incidence estimates should be adjusted for the proportion of cases that go undetected due to missing blood cultures while adjusting for the lower likelihood of culture-positivity in the group with missing data.
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spelling pubmed-69648252020-01-26 Under-detection of blood culture-positive enteric fever cases: The impact of missing data and methods for adjusting incidence estimates Voysey, Merryn Pant, Dikshya Shakya, Mila Liu, Xinxue Colin-Jones, Rachel Theiss-Nyland, Katherine Smith, Nicola Shrestha, Shrijana Basnyat, Buddha Pollard, Andrew J. Pitzer, Virginia E. PLoS Negl Trop Dis Research Article BACKGROUND: In surveillance for typhoid fever, under-detection of cases occurs when patients with fever do not seek medical care, or seek medical care but do not receive a blood test. Missing data may result in incorrect estimates of disease incidence. METHODS: We used data from an ongoing randomised clinical trial of typhoid conjugate vaccine among children in Nepal to determine if eligible patients attending our fever clinics who did not have blood taken for culture had a lower risk of disease than those who had blood drawn. We assessed clinical and demographic predictors of having blood taken for culture, and predictors of culture-positive results. Missing blood culture data were imputed using multiple imputations. RESULTS: During the first year of surveillance, 2392 fever presentations were recorded and 1615 (68%) of these had blood cultures. Children were more likely to have blood taken for culture if they were older, had fever for longer, a current temperature ≥38 degrees, or if typhoid or a urinary tract infection were suspected. Based on imputation models, those with blood cultures were 1.87 times more likely to have blood culture-positive fever than those with missing data. CONCLUSION: Clinical opinion on the cause of the fever may play a large part in the decision to offer blood culture, regardless of study protocol. Crude typhoid incidence estimates should be adjusted for the proportion of cases that go undetected due to missing blood cultures while adjusting for the lower likelihood of culture-positivity in the group with missing data. Public Library of Science 2020-01-16 /pmc/articles/PMC6964825/ /pubmed/31945052 http://dx.doi.org/10.1371/journal.pntd.0007805 Text en © 2020 Voysey et al http://creativecommons.org/licenses/by/4.0/ 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 Research Article
Voysey, Merryn
Pant, Dikshya
Shakya, Mila
Liu, Xinxue
Colin-Jones, Rachel
Theiss-Nyland, Katherine
Smith, Nicola
Shrestha, Shrijana
Basnyat, Buddha
Pollard, Andrew J.
Pitzer, Virginia E.
Under-detection of blood culture-positive enteric fever cases: The impact of missing data and methods for adjusting incidence estimates
title Under-detection of blood culture-positive enteric fever cases: The impact of missing data and methods for adjusting incidence estimates
title_full Under-detection of blood culture-positive enteric fever cases: The impact of missing data and methods for adjusting incidence estimates
title_fullStr Under-detection of blood culture-positive enteric fever cases: The impact of missing data and methods for adjusting incidence estimates
title_full_unstemmed Under-detection of blood culture-positive enteric fever cases: The impact of missing data and methods for adjusting incidence estimates
title_short Under-detection of blood culture-positive enteric fever cases: The impact of missing data and methods for adjusting incidence estimates
title_sort under-detection of blood culture-positive enteric fever cases: the impact of missing data and methods for adjusting incidence estimates
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6964825/
https://www.ncbi.nlm.nih.gov/pubmed/31945052
http://dx.doi.org/10.1371/journal.pntd.0007805
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