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Power laws governing epidemics in isolated populations

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Abstract

TEMPORAL changes in the incidence of measles virus infection within large urban communities in the developed world have been the focus of much discussion in the context of the identification and analysis of nonlinear and chaotic patterns in biological time series1–11. In contrast, the measles records for small isolated island populations are highly irregular, because of frequent fade-outs of infection12–14, and traditional analysis15 does not yield useful insight. Here we use measurements of the distribution of epidemic sizes and duration to show that regularities in the dynamics of such systems do become apparent. Specifically, these biological systems are characterized by well-defined power laws in a manner reminiscent of other nonlinear, spatially extended dynamical systems in the physical sciences16–19. We further show that the observed power-law exponents are well described by a simple lattice-based model which reflects the social interaction between individual hosts.

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References

  1. May, R. M. Nature 261, 459–467 (1967).

    Article  ADS  Google Scholar 

  2. May, R. M. Proc. R. Soc. Lond. A 413, 27–44 (1987).

    Article  ADS  Google Scholar 

  3. Grenfell, B. T. J. R. statist Soc. B 54, 383–398 (1992).

    Google Scholar 

  4. Grenfell, B. T., Kleczkowski, A., Ellner, S. & Bolker, B. M. Phil. Trans. R. Soc. Lond. A 348, 515–530 (1994).

    Article  ADS  Google Scholar 

  5. Bolker, B. M. & Grenfell, B. T. Proc. R. Soc. Lond. B 251, 75–81 (1993).

    Article  ADS  CAS  Google Scholar 

  6. Grenfell, B. T., Bolker, B. M. & Kleczkowski, A. Proc. R. Soc. Lond. B 259, 97–103 (1995).

    Article  ADS  Google Scholar 

  7. Olsen, L. F., Truty, G. L. & Schaffer, W. M. Theor. Pop. Biol. 33, 344–370 (1988).

    Article  CAS  Google Scholar 

  8. Olsen, L. F. & Schaffer, W. M. Science 249, 499–504 (1990).

    Article  ADS  CAS  Google Scholar 

  9. Sugihara, G. & May, R. M. Nature 344, 734–741 (1990).

    Article  ADS  CAS  Google Scholar 

  10. Sugihara, G., Grenfell, B. & May, R. M. Phil. Trans. R. Soc. Lond. B 330, 235–251 (1990).

    Article  CAS  Google Scholar 

  11. Tidd, C. W., Olsen, L. F. & Schaffer, W. M. Proc. R. Soc. Lond. B 254, 257–273 (1993).

    Article  ADS  CAS  Google Scholar 

  12. Bartlett, M. S. J. R. statist. Soc. A 120, 48–70 (1957).

    Article  Google Scholar 

  13. Bartlett, M. S. J. R. statist. Soc. A 123, 37–44 (1960).

    Article  Google Scholar 

  14. Black, F. L. J. theor. Biol. 11, 207–211 (1966).

    Article  CAS  Google Scholar 

  15. Anderson, R. M. & May, R. M. Infectious Diseases of Humans, Dynamics and Control (Oxford Univ. Press, 1991).

    Google Scholar 

  16. Bak, P., Tang, C. & Weisenfeld, K. S. Phys. Rev. A 38, 364–374 (1988).

    Article  ADS  MathSciNet  CAS  Google Scholar 

  17. Chen, K., Bak, P. & Obukhov, S. P. Phys. Rev. A 43, 620–635 (1991).

    ADS  Google Scholar 

  18. Clar, S., Drossel, B. & Schwabl, F. Phys. Rev. E 50, 1009–1018 (1994).

    Article  ADS  CAS  Google Scholar 

  19. Sornette, A. & Sornette, D. Europhys. Lett. 9, 197–202 (1989).

    Article  ADS  Google Scholar 

  20. Cliff, A. D., Haggett, P. & Smallman-Raynor, M. Measles. An Historical Geography of a Major Human Viral Disease from Global Expansion to Local Retreat 1840–1990 (Blackwell, Oxford, 1993).

    Google Scholar 

  21. Gutenberg, B. & Richter, C. F. Ann. Geofis. 9, 1–10 (1956).

    Google Scholar 

  22. Bak, P., Chen, K. & Tang, C. Phys. Lett. A 147, 297–300 (1990).

    Article  ADS  Google Scholar 

  23. Drossel, B. & Schwabl, F. Phys. Rev. Lett. 69, 1629–1632 (1992).

    Article  ADS  CAS  Google Scholar 

  24. Ferguson, N., May, R. M. & Anderson, R. M. in Spatial Ecology: The Role of Space in Population Dynamics and Interspecific Interactions (eds Tilman, D. & Kareiva, P.) (Princeton Monographs in Population Biology, in the press).

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Rhodes, C., Anderson, R. Power laws governing epidemics in isolated populations. Nature 381, 600–602 (1996). https://doi.org/10.1038/381600a0

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