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Research Article

Cell-phone traces reveal infection-associated behavioral change

View ORCID ProfileYmir Vigfusson, View ORCID ProfileThorgeir A. Karlsson, View ORCID ProfileDerek Onken, Congzheng Song, Atli F. Einarsson, View ORCID ProfileNishant Kishore, Rebecca M. Mitchell, Ellen Brooks-Pollock, Gudrun Sigmundsdottir, and View ORCID ProfileLeon Danon
  1. aSimbiosys Lab, Department of Computer Science, Emory University, Atlanta, GA 30322;
  2. bSchool of Computer Science, Reykjavik University, 101 Reykjavik, Iceland;
  3. cDepartment of Computer Science, Cornell University, Ithaca, NY 14853;
  4. dDepartment of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA 02115;
  5. eDepartment of Veterinary Medicine and Population Health Sciences, University of Bristol, Oakfield Grove, Bristol BS8 2BN, United Kingdom;
  6. fLandspitali University Hospital, 101 Reykjavik, Iceland;
  7. gCentre for Health Security and Communicable Disease Control, 101 Reykjavik, Iceland;
  8. hDepartment of Engineering Mathematics, University of Bristol, Bristol BS8 1TW, United Kingdom;
  9. iThe Alan Turing Institute, British Library, London NW1 2DB, United Kingdom.

See allHide authors and affiliations

PNAS February 9, 2021 118 (6) e2005241118; https://doi.org/10.1073/pnas.2005241118
Ymir Vigfusson
aSimbiosys Lab, Department of Computer Science, Emory University, Atlanta, GA 30322;
bSchool of Computer Science, Reykjavik University, 101 Reykjavik, Iceland;
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  • ORCID record for Ymir Vigfusson
  • For correspondence: ymir.vigfusson@emory.edu
Thorgeir A. Karlsson
bSchool of Computer Science, Reykjavik University, 101 Reykjavik, Iceland;
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  • ORCID record for Thorgeir A. Karlsson
Derek Onken
aSimbiosys Lab, Department of Computer Science, Emory University, Atlanta, GA 30322;
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  • ORCID record for Derek Onken
Congzheng Song
cDepartment of Computer Science, Cornell University, Ithaca, NY 14853;
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Atli F. Einarsson
bSchool of Computer Science, Reykjavik University, 101 Reykjavik, Iceland;
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Nishant Kishore
dDepartment of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA 02115;
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  • ORCID record for Nishant Kishore
Rebecca M. Mitchell
aSimbiosys Lab, Department of Computer Science, Emory University, Atlanta, GA 30322;
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Ellen Brooks-Pollock
eDepartment of Veterinary Medicine and Population Health Sciences, University of Bristol, Oakfield Grove, Bristol BS8 2BN, United Kingdom;
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Gudrun Sigmundsdottir
fLandspitali University Hospital, 101 Reykjavik, Iceland;
gCentre for Health Security and Communicable Disease Control, 101 Reykjavik, Iceland;
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Leon Danon
hDepartment of Engineering Mathematics, University of Bristol, Bristol BS8 1TW, United Kingdom;
iThe Alan Turing Institute, British Library, London NW1 2DB, United Kingdom.
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  • ORCID record for Leon Danon
  1. Edited by Nils Chr. Stenseth, University of Oslo, Oslo, Norway, and approved December 16, 2020 (received for review March 19, 2020)

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Article Information

vol. 118 no. 6 e2005241118
DOI: 
https://doi.org/10.1073/pnas.2005241118
PubMed: 
33495359

Published By: 
National Academy of Sciences
Print ISSN: 
0027-8424
Online ISSN: 
1091-6490
History: 
  • Published in issue February 9, 2021.
  • Published online January 25, 2021.

Change History

January 26, 2021: The author line has been updated.


Copyright & Usage: 
Copyright © 2021 the Author(s). Published by PNAS. This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND).

Author Information

  1. Ymir Vigfussona,b,1,2,
  2. Thorgeir A. Karlssonb,1,
  3. Derek Onkena,1,
  4. Congzheng Songc,
  5. Atli F. Einarssonb,
  6. Nishant Kishored,
  7. Rebecca M. Mitchella,
  8. Ellen Brooks-Pollocke,
  9. Gudrun Sigmundsdottirf,g, and
  10. Leon Danonh,i
  1. aSimbiosys Lab, Department of Computer Science, Emory University, Atlanta, GA 30322;
  2. bSchool of Computer Science, Reykjavik University, 101 Reykjavik, Iceland;
  3. cDepartment of Computer Science, Cornell University, Ithaca, NY 14853;
  4. dDepartment of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA 02115;
  5. eDepartment of Veterinary Medicine and Population Health Sciences, University of Bristol, Oakfield Grove, Bristol BS8 2BN, United Kingdom;
  6. fLandspitali University Hospital, 101 Reykjavik, Iceland;
  7. gCentre for Health Security and Communicable Disease Control, 101 Reykjavik, Iceland;
  8. hDepartment of Engineering Mathematics, University of Bristol, Bristol BS8 1TW, United Kingdom;
  9. iThe Alan Turing Institute, British Library, London NW1 2DB, United Kingdom.
  1. Edited by Nils Chr. Stenseth, University of Oslo, Oslo, Norway, and approved December 16, 2020 (received for review March 19, 2020)

Footnotes

  • ↵1Y.V., T.K., and D.O. contributed equally to this work.

  • ↵2To whom correspondence may be addressed. Email: ymir.vigfusson{at}emory.edu.
  • Author contributions: Y.V. and L.D. designed research; Y.V., T.A.K., D.O., C.S., N.K., R.M.M., G.S., and L.D. performed research; Y.V., T.A.K., D.O., and C.S. devised models; G.S. contributed data; Y.V., T.A.K., D.O., C.S., A.F.E., N.K., R.M.M., and L.D. analyzed data; and Y.V., T.A.K., D.O., A.F.E., E.B.-P., and L.D. wrote the paper.

  • The authors declare no competing interest.

  • This article is a PNAS Direct Submission.

  • This article contains supporting information online at https://www.pnas.org/lookup/suppl/doi:10.1073/pnas.2005241118/-/DCSupplemental.

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  • Linking human behaviors and infectious diseases
    Nita Bharti
    Proceedings of the National Academy of Sciences 2021 118 11

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Cell-phone traces reveal infection-associated behavioral change
Ymir Vigfusson, Thorgeir A. Karlsson, Derek Onken, Congzheng Song, Atli F. Einarsson, Nishant Kishore, Rebecca M. Mitchell, Ellen Brooks-Pollock, Gudrun Sigmundsdottir, Leon Danon
Proceedings of the National Academy of Sciences Feb 2021, 118 (6) e2005241118; DOI: 10.1073/pnas.2005241118

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Cell-phone traces reveal infection-associated behavioral change
Ymir Vigfusson, Thorgeir A. Karlsson, Derek Onken, Congzheng Song, Atli F. Einarsson, Nishant Kishore, Rebecca M. Mitchell, Ellen Brooks-Pollock, Gudrun Sigmundsdottir, Leon Danon
Proceedings of the National Academy of Sciences Feb 2021, 118 (6) e2005241118; DOI: 10.1073/pnas.2005241118
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  • Linking human behaviors and infectious diseases
    - Feb 23, 2021
Proceedings of the National Academy of Sciences: 118 (6)
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