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The Epidemics of Donations: Logistic Growth and Power-Laws

Overview of attention for article published in PLOS ONE, January 2008
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (94th percentile)
  • Good Attention Score compared to outputs of the same age and source (78th percentile)

Mentioned by

blogs
1 blog
twitter
2 X users

Citations

dimensions_citation
33 Dimensions

Readers on

mendeley
57 Mendeley
citeulike
3 CiteULike
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Title
The Epidemics of Donations: Logistic Growth and Power-Laws
Published in
PLOS ONE, January 2008
DOI 10.1371/journal.pone.0001458
Pubmed ID
Authors

Frank Schweitzer, Robert Mach

Abstract

This paper demonstrates that collective social dynamics resulting from individual donations can be well described by an epidemic model. It captures the herding behavior in donations as a non-local interaction between individual via a time-dependent mean field representing the mass media. Our study is based on the statistical analysis of a unique dataset obtained before and after the tsunami disaster of 2004. We find a power-law behavior for the distributions of donations with similar exponents for different countries. Even more remarkably, we show that these exponents are the same before and after the tsunami, which accounts for some kind of universal behavior in donations independent of the actual event. We further show that the time-dependent change of both the number and the total amount of donations after the tsunami follows a logistic growth equation. As a new element, a time-dependent scaling factor appears in this equation which accounts for the growing lack of public interest after the disaster. The results of the model are underpinned by the data analysis and thus also allow for a quantification of the media influence.

X Demographics

X Demographics

The data shown below were collected from the profiles of 2 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 57 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Switzerland 2 4%
Turkey 1 2%
Netherlands 1 2%
Singapore 1 2%
Japan 1 2%
United States 1 2%
Unknown 50 88%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 16 28%
Researcher 8 14%
Other 6 11%
Professor 5 9%
Student > Master 5 9%
Other 11 19%
Unknown 6 11%
Readers by discipline Count As %
Social Sciences 13 23%
Engineering 9 16%
Business, Management and Accounting 7 12%
Physics and Astronomy 5 9%
Mathematics 4 7%
Other 11 19%
Unknown 8 14%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 13. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 28 December 2014.
All research outputs
#2,313,862
of 23,577,761 outputs
Outputs from PLOS ONE
#29,153
of 202,084 outputs
Outputs of similar age
#9,166
of 158,328 outputs
Outputs of similar age from PLOS ONE
#51
of 239 outputs
Altmetric has tracked 23,577,761 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 90th percentile: it's in the top 10% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 202,084 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 15.3. This one has done well, scoring higher than 85% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 158,328 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 94% of its contemporaries.
We're also able to compare this research output to 239 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 78% of its contemporaries.