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

<h4>Background</h4>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.<h4>Methods</h4>W...

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Main Authors: Merryn Voysey, Dikshya Pant, Mila Shakya, Xinxue Liu, Rachel Colin-Jones, Katherine Theiss-Nyland, Nicola Smith, Shrijana Shrestha, Buddha Basnyat, Andrew J Pollard, Virginia E Pitzer
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS Neglected Tropical Diseases
Online Access:https://doi.org/10.1371/journal.pntd.0007805
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spelling doaj-3b4f55f645f6449e8a43164ded5a8d002021-03-03T08:30:55ZengPublic Library of Science (PLoS)PLoS Neglected Tropical Diseases1935-27271935-27352020-01-01141e000780510.1371/journal.pntd.0007805Under-detection of blood culture-positive enteric fever cases: The impact of missing data and methods for adjusting incidence estimates.Merryn VoyseyDikshya PantMila ShakyaXinxue LiuRachel Colin-JonesKatherine Theiss-NylandNicola SmithShrijana ShresthaBuddha BasnyatAndrew J PollardVirginia E Pitzer<h4>Background</h4>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.<h4>Methods</h4>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.<h4>Results</h4>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.<h4>Conclusion</h4>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.https://doi.org/10.1371/journal.pntd.0007805
collection DOAJ
language English
format Article
sources DOAJ
author Merryn Voysey
Dikshya Pant
Mila Shakya
Xinxue Liu
Rachel Colin-Jones
Katherine Theiss-Nyland
Nicola Smith
Shrijana Shrestha
Buddha Basnyat
Andrew J Pollard
Virginia E Pitzer
spellingShingle Merryn Voysey
Dikshya Pant
Mila Shakya
Xinxue Liu
Rachel Colin-Jones
Katherine Theiss-Nyland
Nicola Smith
Shrijana Shrestha
Buddha Basnyat
Andrew J Pollard
Virginia E Pitzer
Under-detection of blood culture-positive enteric fever cases: The impact of missing data and methods for adjusting incidence estimates.
PLoS Neglected Tropical Diseases
author_facet Merryn Voysey
Dikshya Pant
Mila Shakya
Xinxue Liu
Rachel Colin-Jones
Katherine Theiss-Nyland
Nicola Smith
Shrijana Shrestha
Buddha Basnyat
Andrew J Pollard
Virginia E Pitzer
author_sort Merryn Voysey
title 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_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_sort under-detection of blood culture-positive enteric fever cases: the impact of missing data and methods for adjusting incidence estimates.
publisher Public Library of Science (PLoS)
series PLoS Neglected Tropical Diseases
issn 1935-2727
1935-2735
publishDate 2020-01-01
description <h4>Background</h4>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.<h4>Methods</h4>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.<h4>Results</h4>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.<h4>Conclusion</h4>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.
url https://doi.org/10.1371/journal.pntd.0007805
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