Impact of temporal scales and recurrent mobility patterns on the unfolding of epidemics
- 1. Department of Condensed Matter Physics, University of Zaragoza, Zaragoza 50010 (Spain)
- 2. Department of Physics & Astronomy, University of Rochester, Rochester, NY 14627 (United States)
- 3. Departament d'Enginyeria Informàtica i Matemàtiques, Universitat Rovira i Virgili, Tarragona 43007 (Spain)
Description
Human mobility plays a key role on the transformation of local disease outbreaks into global pandemics. Indeed, the inclusion of population movement into epidemic models has become mandatory for understanding current epidemic episodes as well as designing efficient prevention policies. Following this challenge, here we develop a Markovian framework that enables us to address the impact of recurrent mobility patterns on epidemic onset at different temporal scales. The formalism is validated by comparing its predictions with results from mechanistic simulations. The fair agreement between theory and numerical simulations, enables us to derive an analytical expression for the epidemic threshold, capturing the critical conditions triggering epidemic outbreaks. Finally, by performing an exhaustive analysis of this epidemic threshold, we reveal that the impact of tuning human mobility on the emergence of diseases is strongly affected by the temporal scales associated to both epidemiological and mobility processes. (statphys 27)
Availability note (English)
Available from http://dx.doi.org/10.1088/1742-5468/ab6a04Additional details
Identifiers
Publishing Information
- Journal Title
- Journal of Statistical Mechanics
- Journal Volume
- 2020
- Journal Issue
- 2
- Journal Page Range
- [16 p.]
- ISSN
- 1742-5468
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 53025621
- Subject category
- S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
- Descriptors DEI
- COMPARATIVE EVALUATIONS; COMPUTERIZED SIMULATION; DISEASES; MARKOV PROCESS; MOBILITY
- Descriptors DEC
- EVALUATION; SIMULATION; STOCHASTIC PROCESSES