Skip to main content

Pandemics, Detection and Management

  • Reference work entry
Encyclopedia of GIS

Synonyms

Epidemiology, computational; Epidemics; Public health; Information management systems; Distributed information systems

Definition

Epidemiology is the study of patterns of health in a population and the factors that contribute to these patterns. It plays an essential role in public health through the elucidation of the processes that lead to ill health as well as the evaluation of strategies designed to promote good health. Epidemiologists are primarily concerned with public health data, which includes the design of studies, evaluation and interpretation of public health data, and the maintenance of data collection systems.

Computational Epidemiology is the development and use of computer models for the spatio‐temporal diffusion of disease through populations. The models may range from descriptive, e. g. static estimates of correlations within large databases, to generative, e. g. computing the spread of disease via person-to-person interactions through a large population....

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

Recommended Reading

  1. Albert, R., Barabasi, A.: Statistical mechanics of complex networks. Rev. Mod. Phys. 74, 47–97 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  2. Boguna, M., Pastor-Satorras, R., Vespignani, A.: Epidemic Spreading in Complex Networks with Degree Correlations. In: Pastor-Satorras, R., Rubi, M., Diaz-Guilera, A. (eds.) Statistical Mechanics of Complex Networks. Lect. Notes Phys. 625, 127–147 (2003)

    Article  Google Scholar 

  3. Barrett, C., Beckman, R., Berkbigler, K., Bisset, K., Bush, B., Campbell, K., Eubank, S., Henson, K., Hurford, J., Kubicek, D., Marathe, M., Romero, P., Smith, J., Smith, L., Speckman, P., Stretz, P., Thayer, G., Eeckhout, E., Williams, M.D.: TRANSIMS: Transportation Analysis Simulation System. Technical Report LA-UR-00–1725, Los Alamos National Laboratory Unclassified Report. An earlier version appears as a 7 part technical report series LA-UR-99-1658 and LA-UR-99-2574 to LA-UR-99–2580 (2001)

    Google Scholar 

  4. Beckman, R.J., et al: TRANSIMS-Release 1.0: The Dallas-Fort Worth Case Study, Technical Report LA-UR-97-4502, Los Alamos National Laboratory (1997)

    Google Scholar 

  5. Barrett, C., Eubank, S., Marathe, M.: Modeling and Simulation of Large Biological, Information and Socio-Technical Systems: An Interaction Based Approach, to appear. In: Goldin, D., Smolka, S., Wegner, P. (eds.) Interactive Computation: The New Paradigm. Springer, New York (2005)

    Google Scholar 

  6. Barrett, C., Smith, J.P., Eubank, S.: Modern Epidemiology Modeling. Sci. Am. 292(3), 54–61 (2005)

    Article  Google Scholar 

  7. Beckman, R., Baggerly, K., McKay, M.: Creating synthetic base-line populations. Transportation Research Part A, Policy Pract. 30, 415–429 (1996)

    Article  Google Scholar 

  8. Carley, K., Fridsma, D., Casman, E., Altman, N., Chang, J., J., Kaminski, B., Nave, D., Yahja, A.A.: BioWar: Scalable Multi-Agent Social and Epidemiological Simulation of Bioterrorism Events. NAACSOS conference proceedings, Pittsburgh, PA (2003)

    Google Scholar 

  9. Kempe, D., Kleinberg, J.M., Demers, A.J.: Spatial gossip and resource location protocols. J. ACM 51(6), 943–967 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  10. Intanagonwiwat, C., Govindan, R., Estrin, D., Heidemann, J., Silva, F.: Directed Diffusion for Wireless Sensor Networking. ACM/IEEE Trans. Netw. 11(1), 2–16 (2002)

    Article  Google Scholar 

  11. Demers, A.J., Greene, D.H., Hauser, C., Irish, W., Larson, J., Shenker, S., Sturgis, H.E., Swinehart, D.C., Terry, D.B.: Epidemic Algorithms for Replicated Database Maintenance. PODC 1–12 (1987)

    Google Scholar 

  12. Eubank, S., Guclu, H., Anil Kumar, V.S., Marathe, M., Srinivasan, A., Toroczkai, Z., Wang, N.: Modeling Disease Outbreaks in Realistic Urban Social Networks. Nature 429, 180–184 (2004)

    Article  Google Scholar 

  13. Eubank, S., Anil Kumar, V.S., Marathe, M., Srinivasan, A., Wang, N.: Structure of Social Contact Networks and their Impact on Epidemics. In: AMS-DIMACS Special Volume on Epidemiology 70, 181–213 (2005)

    Google Scholar 

  14. Ferguson, N.L., Cummings, D.A.T., Cauchemez, S., Fraser, C., Riley, S., Meeyai, A., Lamsirithaworn, S., Burke, D.S.: Strategies for containing an emerging influenza pandemic in Southeast Asia, Nature 437, 209–214 (2005)

    Article  Google Scholar 

  15. Ferguson, N.L., Cummings, D.A.T., Fraser, C., Cajka, J.C., Cooley, P.C., Burke, D.S.: Strategies for mitigating an influenza pandemic, Nature, 448–452 (2006)

    Google Scholar 

  16. Ganesh, A., Massoulie, L., Towsley, D.: The Effect of Network Topology on the Spread of Epidemics. IEEE Infocom 2005, Miami, FL (2005)

    Google Scholar 

  17. Germann, T.C., Kadau, K., Longini Jr., I.M., Macken, C.A.: Mitigation strategies for pandemic influenza in the United States. Proc. of National Academy of Sciences (PNAS), vol. 103(15), 5935–5940 (2006)

    Google Scholar 

  18. Hethcote, H.: The Mathematics of Infectious Diseases. SIAM Rev. 42(4), 599–653 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  19. Jurvetson, S.: What exactly is viral marketing? Red Herring 78, 110–112 (2000)

    Google Scholar 

  20. Kephart, J.O., White, S.R.: Directed-graph epidemiological models of computer viruses. Proc. 1991 IEEE Computer Society Symposium on Research in Security and Privacy, pp. 343–359 (1991)

    Google Scholar 

  21. Macy, M., Willer, R.: From Factors to Actors: Computational Sociology and Agent-Based Modeling. Ann. Rev. Soc. 28, 143–166 (2002)

    Article  Google Scholar 

  22. Monge, P., Contractor, N.: Theories of Communication Networks. Oxford University Press, New York (2003)

    Google Scholar 

  23. Meyers, L., Newman, M.E.J., Martin, M., Schrag, S.: Applying network theory to epidemics: Control measures for outbreaks of mycoplasma pneumonia. Emerging Infectious Diseases9(2), 204–210 (2003)

    Article  Google Scholar 

  24. Gruhl, D., Guha, R., Liben-Nowell, D., Tomkins, A.: Information diffusion through blogspace. In: WWW '004 (2004)

    Google Scholar 

  25. Newman, M.E.J.: The structure and function of complex networks. SIAM Rev. 45, 167–256 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  26. Rogers, E.M.: Diffusion of Innovations, 4th edn. Free Press, New York (1995)

    Google Scholar 

  27. Savage, S., Voelker, G.M., Paxson, G.V.V., Weaver, N.: Center for Internet Epidemiology and Defenses. http://www.ccied.org/

  28. Schelling, T.: Micromotives and Macrobehavior, W.W., Norton (1978)

    Google Scholar 

  29. Vega-Redondo, F.: Diffusion, Search and Play in Complex Social Networks, forthcoming. Econometric Society Monograph Series (2006)

    Google Scholar 

  30. Lilienfeld, D.E.: Foundations of Epidemiology, 3rd edn. Oxford University Press, Oxford (1994)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer-Verlag

About this entry

Cite this entry

Barrett, C., Eubank, S., Lewis, B., Marathe, M. (2008). Pandemics, Detection and Management. In: Shekhar, S., Xiong, H. (eds) Encyclopedia of GIS. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-35973-1_949

Download citation

Publish with us

Policies and ethics