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The Talk of the Town: Modelling the Spread of Information and Changes in Behaviour

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Modeling the Interplay Between Human Behavior and the Spread of Infectious Diseases

Abstract

Changes in host behaviour can influence the course of a disease outbreak. These changes can be triggered not only by public campaigns and mass media reporting, but also by person-to-person communication and influence from peers. Here, we describe a model in which awareness of the presence of a disease can spread in a population and influence the spread of the disease itself through protective measures that people can take. We describe the dynamics of disease spread, focusing, in particular, on the relation between awareness and proximity of disease in the network.

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References

  1. McNeill, W.H.: Plagues and Peoples. Anchor Press, Garden City (1976)

    Google Scholar 

  2. Funk, S., Salathé, M., Jansen, V.A.A.: J. R. Soc. Interface 7(50), 1247 (2010). DOI 10.1098/rsif.2010.0142

    Article  Google Scholar 

  3. Anderson, R.M., May, R.M.: Infectious Diseases of Humans: Dynamics and Control. Oxford University Press, Oxford (1991)

    Google Scholar 

  4. Jansen, V.A.A., Stollenwerk, N., Jensen, H.J., Ramsay, M.E., Edmunds, W.J., Rhodes, C.J.: Science 301(5634), 804 (2003). DOI 10.1126/science.1086726

    Article  Google Scholar 

  5. Goldstone, R.L., Janssen, M.A.: Trends Cogn. Sci. 9(9), 424 (2005). DOI 10.1016/j.tics.2005.07.009

    Article  Google Scholar 

  6. Macy, M.W., Willer, R.: Annu. Rev. Sociol. 28(1), 143 (2002). DOI 10.1146/annurev.soc.28.110601.141117

    Article  Google Scholar 

  7. Kirman, A., Zimmermann, J.B.: Economics with heterogeneous interacting agents. Lecture Notes in Economics and Mathematical Systems. Springer, Heidelberg (2001)

    Book  MATH  Google Scholar 

  8. Kohler, T.A., Gumerman, G.G. (eds.): Dynamics in human and primate societies: agent-based modeling of social and spatial processes. Santa Fe Institute Studies on the Sciences of Complexity. Oxford University Press, Oxford (2000)

    MATH  Google Scholar 

  9. Helbing, D., Farkas, I., Vicsek, T.: Nature 407(6803), 487 (2000). DOI 10.1038/35035023

    Article  Google Scholar 

  10. Helbing, D., Keltsch, J., Molnár, P.: Nature 388(6637), 47 (1997). DOI 10.1038/40353

    Article  Google Scholar 

  11. Wilson, R.E., Philos. T. R. Soc. A 366(1872), 2017 (2008). DOI 10.1098/rsta.2008.0018

    Article  MATH  Google Scholar 

  12. Lichtenstein, S., Slovic, P., Fischhoff, B., Layman, M., Combs, B.: J. Exp. Psychol. 4(6), 551 (1978)

    Google Scholar 

  13. Goffman, W.: Nature 212, 449 (1966). DOI 10.1038/212449a0

    Article  Google Scholar 

  14. Bettencourt, L.M., Cintrón-Arias, A., Kaiser, D.I., Castillo-Chávez, C.: Physica A 364, 513 (2006). DOI 10.1016/j.physa.2005.08.083

    Article  Google Scholar 

  15. Nekovee, M., Moreno, Y., Bianconi, G., Marsili, M.: Physica A 374(1), 457 (2007). DOI 10.1016/j.physa.2006.07.017

    Article  Google Scholar 

  16. Lynch, A.: J. Ideas 2, 3 (1991)

    Google Scholar 

  17. Landau, H., Rapoport, A.: Bull. Math. Biophys. 15(2), 173 (1953)

    Article  MathSciNet  Google Scholar 

  18. Kendall, D.: Publ. Inst. Statist. Univ. Paris 6, 307 (1957)

    MathSciNet  MATH  Google Scholar 

  19. Goffman, W., Newill, V.A.: Nature 204, 225 (1964). DOI 10.1038/204225a0

    Article  Google Scholar 

  20. Kermack, W.O., McKendrick, A.G.: Proc. R. Soc. A 115, 700 (1927)

    Article  MATH  Google Scholar 

  21. Landahl, H.: Bull. Math. Biophys. 15(3), 367 (1953)

    Article  MathSciNet  Google Scholar 

  22. Daley, D.J., Kendall, D.G.: Nature 204(4963), 1118 (1964). DOI 10.1038/2041118a0

    Article  Google Scholar 

  23. Daley, D., Kendall, D.: J. Inst. Math. Appl. 1, 42 (1965). DOI 10.1093/imamat/1.1.42

    Article  MathSciNet  Google Scholar 

  24. Goffman, W., Newill, V.A.: Proc. R. Soc. A 298(1454), 316 (1967). DOI 10.1098/rspa.1967.0106

    Article  MATH  Google Scholar 

  25. Zanette, D.H.: Phys. Rev. E 64(5), 050901 (2001). DOI 10.1103/PhysRevE.64.050901

    Article  Google Scholar 

  26. Zanette, D.H.: Phys. Rev. E 65(4), 041908 (2002). DOI 10.1103/PhysRevE.65.041908

    Article  MathSciNet  Google Scholar 

  27. Moreno, Y., Nekovee, M., Vespignani, A.: Phys. Rev. E 69(5), 055101 (2004). DOI 10.1103/PhysRevE.69.055101

    Article  Google Scholar 

  28. Moreno, Y., Nekovee, M., Pacheco, A.F.: Phys. Rev. E 69(6 pt 2), 066130 (2004). DOI 10.1103/PhysRevE.69.066130

    Article  Google Scholar 

  29. Agliari, E., Burioni, R., Cassi, D., Neri, F.M.: Phys. Rev. E 73(4), 046138 (2006). DOI 10.1103/PhysRevE.73.046138

    Article  Google Scholar 

  30. Agliari, E., Burioni, R., Cassi, D., Neri, F.M.: Phys. Rev. E 75(2), 021119 (2007). DOI 10.1103/PhysRevE.75.021119

    Article  MathSciNet  Google Scholar 

  31. Tai, Z., Sun, T.: New Media Soc. 9(6), 987 (2007)

    Article  Google Scholar 

  32. Centola, D.: Science 329(5996), 1194 (2010). DOI 10.1126/science.1185231

    Article  Google Scholar 

  33. Salathé, M., Khandelwal, S.: PLoS Comput. Biol. 7(10), e1002199 (2011). DOI 10.1371/journal.pcbi.1002199

    Article  Google Scholar 

  34. Funk, S., Gilad, E., Watkins, C., Jansen, V.A.A.: Proc. Natl. Acad. Sci. USA 106(16), 6872 (2009). DOI 10.1073/pnas.0810762106

    Article  MATH  Google Scholar 

  35. Nishiura, H.: Theor. Biol. Med. Model 4, 20 (2007). DOI 10.1186/1742-4682-4-20

    Google Scholar 

  36. Keeling, M.J., Woolhouse, M.E., Shaw, D.J., Matthews, L., Chase-Topping, M., Haydon, D.T., Cornell, S.J., Kappey, J., Wilesmith, J., Grenfell, B.T.: Science 294(5543), 813 (2001). DOI 10.1126/science.1065973

    Article  Google Scholar 

  37. Stollenwerk, N., Jansen, V.: Population Biology and Criticality. Imperial College Press, London (2011)

    Google Scholar 

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Acknowledgements

The authors would like to thank Erez Gilad, Marcel Salathé and Chris Watkins for many useful discussions. S.F. would like to thank the EU FP7-funded integrated project EPIWORK (grant agreement number 231807) for funding. This work was supported by the UK Engineering and Physical Sciences Research Council grant number EP/D002249/1.

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Correspondence to Sebastian Funk .

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Funk, S., Jansen, V.A.A. (2013). The Talk of the Town: Modelling the Spread of Information and Changes in Behaviour. In: Manfredi, P., D'Onofrio, A. (eds) Modeling the Interplay Between Human Behavior and the Spread of Infectious Diseases. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-5474-8_6

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