Flying, phones and flu: Anonymized call records suggest that Keflavik International Airport introduced pandemic H1N1 into Iceland in 2009

BACKGROUND: Data collected by mobile devices can augment surveillance of epidemics in real time. However, methods and evidence for the integration of these data into modern surveillance systems are sparse. We linked call detail records (CDR) with an influenza‐like illness (ILI) registry and evaluate...

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Published in:Influenza and Other Respiratory Viruses
Main Authors: Kishore, Nishant, Mitchell, Rebecca, Lash, Timothy L., Reed, Carrie, Danon, Leon, Sigmundsdóttir, Guðrún, Vigfusson, Ymir
Format: Text
Language:English
Published: John Wiley and Sons Inc. 2019
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Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928030/
http://www.ncbi.nlm.nih.gov/pubmed/31705633
https://doi.org/10.1111/irv.12690
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spelling ftpubmed:oai:pubmedcentral.nih.gov:6928030 2023-05-15T16:47:33+02:00 Flying, phones and flu: Anonymized call records suggest that Keflavik International Airport introduced pandemic H1N1 into Iceland in 2009 Kishore, Nishant Mitchell, Rebecca Lash, Timothy L. Reed, Carrie Danon, Leon Sigmundsdóttir, Guðrún Vigfusson, Ymir 2019-11-09 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928030/ http://www.ncbi.nlm.nih.gov/pubmed/31705633 https://doi.org/10.1111/irv.12690 en eng John Wiley and Sons Inc. http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928030/ http://www.ncbi.nlm.nih.gov/pubmed/31705633 http://dx.doi.org/10.1111/irv.12690 © 2019 The Authors. Influenza and Other Respiratory Viruses published by John Wiley & Sons Ltd This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. CC-BY Original Articles Text 2019 ftpubmed https://doi.org/10.1111/irv.12690 2020-01-05T01:41:46Z BACKGROUND: Data collected by mobile devices can augment surveillance of epidemics in real time. However, methods and evidence for the integration of these data into modern surveillance systems are sparse. We linked call detail records (CDR) with an influenza‐like illness (ILI) registry and evaluated the role that Icelandic international travellers played in the introduction and propagation of influenza A/H1N1pdm09 virus in Iceland through the course of the 2009 pandemic. METHODS: This nested case‐control study compared odds of exposure to Keflavik International Airport among cases and matched controls producing longitudinal two‐week matched odds ratios (mORs) from August to December 2009. We further evaluated rates of ILI among 1st‐ and 2nd‐degree phone connections of cases compared to their matched controls. RESULTS: The mOR was elevated in the initial stages of the epidemic from 7 August until 21 August (mOR = 2.53; 95% confidence interval (CI) = 1.35, 4.78). During the two‐week period from 17 August through 31 August, we calculated the two‐week incidence density ratio of ILI among 1st‐degree connections to be 2.96 (95% CI: 1.43, 5.84). CONCLUSIONS: Exposure to Keflavik International Airport increased the risk of incident ILI diagnoses during the initial stages of the epidemic. Using these methods for other regions of Iceland, we evaluated the geographic spread of ILI over the course of the epidemic. Our methods were validated through similar evaluation of a domestic airport. The techniques described in this study can be used for hypothesis‐driven evaluations of locations and behaviours during an epidemic and their associations with health outcomes. Text Iceland PubMed Central (PMC) Influenza and Other Respiratory Viruses 14 1 37 45
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Original Articles
spellingShingle Original Articles
Kishore, Nishant
Mitchell, Rebecca
Lash, Timothy L.
Reed, Carrie
Danon, Leon
Sigmundsdóttir, Guðrún
Vigfusson, Ymir
Flying, phones and flu: Anonymized call records suggest that Keflavik International Airport introduced pandemic H1N1 into Iceland in 2009
topic_facet Original Articles
description BACKGROUND: Data collected by mobile devices can augment surveillance of epidemics in real time. However, methods and evidence for the integration of these data into modern surveillance systems are sparse. We linked call detail records (CDR) with an influenza‐like illness (ILI) registry and evaluated the role that Icelandic international travellers played in the introduction and propagation of influenza A/H1N1pdm09 virus in Iceland through the course of the 2009 pandemic. METHODS: This nested case‐control study compared odds of exposure to Keflavik International Airport among cases and matched controls producing longitudinal two‐week matched odds ratios (mORs) from August to December 2009. We further evaluated rates of ILI among 1st‐ and 2nd‐degree phone connections of cases compared to their matched controls. RESULTS: The mOR was elevated in the initial stages of the epidemic from 7 August until 21 August (mOR = 2.53; 95% confidence interval (CI) = 1.35, 4.78). During the two‐week period from 17 August through 31 August, we calculated the two‐week incidence density ratio of ILI among 1st‐degree connections to be 2.96 (95% CI: 1.43, 5.84). CONCLUSIONS: Exposure to Keflavik International Airport increased the risk of incident ILI diagnoses during the initial stages of the epidemic. Using these methods for other regions of Iceland, we evaluated the geographic spread of ILI over the course of the epidemic. Our methods were validated through similar evaluation of a domestic airport. The techniques described in this study can be used for hypothesis‐driven evaluations of locations and behaviours during an epidemic and their associations with health outcomes.
format Text
author Kishore, Nishant
Mitchell, Rebecca
Lash, Timothy L.
Reed, Carrie
Danon, Leon
Sigmundsdóttir, Guðrún
Vigfusson, Ymir
author_facet Kishore, Nishant
Mitchell, Rebecca
Lash, Timothy L.
Reed, Carrie
Danon, Leon
Sigmundsdóttir, Guðrún
Vigfusson, Ymir
author_sort Kishore, Nishant
title Flying, phones and flu: Anonymized call records suggest that Keflavik International Airport introduced pandemic H1N1 into Iceland in 2009
title_short Flying, phones and flu: Anonymized call records suggest that Keflavik International Airport introduced pandemic H1N1 into Iceland in 2009
title_full Flying, phones and flu: Anonymized call records suggest that Keflavik International Airport introduced pandemic H1N1 into Iceland in 2009
title_fullStr Flying, phones and flu: Anonymized call records suggest that Keflavik International Airport introduced pandemic H1N1 into Iceland in 2009
title_full_unstemmed Flying, phones and flu: Anonymized call records suggest that Keflavik International Airport introduced pandemic H1N1 into Iceland in 2009
title_sort flying, phones and flu: anonymized call records suggest that keflavik international airport introduced pandemic h1n1 into iceland in 2009
publisher John Wiley and Sons Inc.
publishDate 2019
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928030/
http://www.ncbi.nlm.nih.gov/pubmed/31705633
https://doi.org/10.1111/irv.12690
genre Iceland
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op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928030/
http://www.ncbi.nlm.nih.gov/pubmed/31705633
http://dx.doi.org/10.1111/irv.12690
op_rights © 2019 The Authors. Influenza and Other Respiratory Viruses published by John Wiley & Sons Ltd
This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
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