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

Abstract 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...

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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
Other Authors: National Science Foundation
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2019
Subjects:
Online Access:http://dx.doi.org/10.1111/irv.12690
https://onlinelibrary.wiley.com/doi/pdf/10.1111/irv.12690
https://onlinelibrary.wiley.com/doi/full-xml/10.1111/irv.12690
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spelling crwiley:10.1111/irv.12690 2024-06-02T08:08:49+00:00 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 National Science Foundation 2019 http://dx.doi.org/10.1111/irv.12690 https://onlinelibrary.wiley.com/doi/pdf/10.1111/irv.12690 https://onlinelibrary.wiley.com/doi/full-xml/10.1111/irv.12690 en eng Wiley http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/ Influenza and Other Respiratory Viruses volume 14, issue 1, page 37-45 ISSN 1750-2640 1750-2659 journal-article 2019 crwiley https://doi.org/10.1111/irv.12690 2024-05-03T10:50:46Z Abstract 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. Article in Journal/Newspaper Iceland Wiley Online Library Influenza and Other Respiratory Viruses 14 1 37 45
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
description Abstract 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.
author2 National Science Foundation
format Article in Journal/Newspaper
author Kishore, Nishant
Mitchell, Rebecca
Lash, Timothy L.
Reed, Carrie
Danon, Leon
Sigmundsdóttir, Guðrún
Vigfusson, Ymir
spellingShingle 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
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 Wiley
publishDate 2019
url http://dx.doi.org/10.1111/irv.12690
https://onlinelibrary.wiley.com/doi/pdf/10.1111/irv.12690
https://onlinelibrary.wiley.com/doi/full-xml/10.1111/irv.12690
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op_source Influenza and Other Respiratory Viruses
volume 14, issue 1, page 37-45
ISSN 1750-2640 1750-2659
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op_doi https://doi.org/10.1111/irv.12690
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