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 randomised...

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Published in:PLOS Neglected Tropical Diseases
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 in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2020
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0007805
https://doaj.org/article/3b4f55f645f6449e8a43164ded5a8d00
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spelling ftdoajarticles:oai:doaj.org/article:3b4f55f645f6449e8a43164ded5a8d00 2023-05-15T15:12:21+02:00 Under-detection of blood culture-positive enteric fever cases: The impact of missing data and methods for adjusting incidence estimates. 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 2020-01-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0007805 https://doaj.org/article/3b4f55f645f6449e8a43164ded5a8d00 EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0007805 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0007805 https://doaj.org/article/3b4f55f645f6449e8a43164ded5a8d00 PLoS Neglected Tropical Diseases, Vol 14, Iss 1, p e0007805 (2020) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2020 ftdoajarticles https://doi.org/10.1371/journal.pntd.0007805 2022-12-31T05:51:59Z 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. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 14 1 e0007805
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
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.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
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.
format Article in Journal/Newspaper
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
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)
publishDate 2020
url https://doi.org/10.1371/journal.pntd.0007805
https://doaj.org/article/3b4f55f645f6449e8a43164ded5a8d00
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 14, Iss 1, p e0007805 (2020)
op_relation https://doi.org/10.1371/journal.pntd.0007805
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0007805
https://doaj.org/article/3b4f55f645f6449e8a43164ded5a8d00
op_doi https://doi.org/10.1371/journal.pntd.0007805
container_title PLOS Neglected Tropical Diseases
container_volume 14
container_issue 1
container_start_page e0007805
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