New Power Law Signature of Media Exposure in Human Response Waiting Time Distributions
arXiv:0903.1406 · doi:10.1103/PhysRevE.81.056101
Abstract
We study the humanitarian response to the destruction brought by the tsunami generated by the Sumatra earthquake of December 26, 2004, as measured by donations, and find that it decays in time as a power law ~ 1/t^(alpha) with alpha=2.5 +/- 0.1. This behavior is suggested to be the rare outcome of a priority queuing process in which individuals execute tasks at a rate slightly faster than the rate at which new tasks arise. We believe this to be the first empirical evidence documenting this recently predicted regime, and provide additional independent evidence that suggests it arises as a result of the intense focus placed on this donation "task" by the media.
4 pages, 3 figures, submitted for publication
References in corpus (6)
- The origin of bursts and heavy tails in human dynamics
- Robust dynamic classes revealed by measuring the response function of a social system
- Modeling bursts and heavy tails in human dynamics
- Human Dynamics: The Correspondence Patterns of Darwin and Einstein
- The Dynamics of Book Sales: Endogenous versus Exogenous Shocks in Complex Networks
- Bloggers Behavior and Emergent Communities in Blog Space
Cited by in corpus (13)
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- Patterns of Emotional Blogging and Emergence of Communities: Agent-Based Model on Bipartite Networks
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