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Opinion: Is science really facing a reproducibility crisis, and do we need it to?

Overview of attention for article published in Proceedings of the National Academy of Sciences of the United States of America, March 2018
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (99th percentile)
  • High Attention Score compared to outputs of the same age and source (95th percentile)

Mentioned by

news
7 news outlets
blogs
8 blogs
twitter
254 tweeters
facebook
4 Facebook pages
googleplus
2 Google+ users
reddit
4 Redditors

Readers on

mendeley
93 Mendeley
Title
Opinion: Is science really facing a reproducibility crisis, and do we need it to?
Published in
Proceedings of the National Academy of Sciences of the United States of America, March 2018
DOI 10.1073/pnas.1708272114
Pubmed ID
Authors

Daniele Fanelli

Abstract

Efforts to improve the reproducibility and integrity of science are typically justified by a narrative of crisis, according to which most published results are unreliable due to growing problems with research and publication practices. This article provides an overview of recent evidence suggesting that this narrative is mistaken, and argues that a narrative of epochal changes and empowerment of scientists would be more accurate, inspiring, and compelling.

Twitter Demographics

The data shown below were collected from the profiles of 254 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 93 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 93 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 25 27%
Researcher 16 17%
Student > Bachelor 12 13%
Student > Master 8 9%
Professor > Associate Professor 8 9%
Other 24 26%
Readers by discipline Count As %
Psychology 23 25%
Agricultural and Biological Sciences 16 17%
Unspecified 10 11%
Social Sciences 9 10%
Biochemistry, Genetics and Molecular Biology 8 9%
Other 27 29%

Attention Score in Context

This research output has an Altmetric Attention Score of 260. 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 11 July 2018.
All research outputs
#35,440
of 11,483,896 outputs
Outputs from Proceedings of the National Academy of Sciences of the United States of America
#929
of 74,991 outputs
Outputs of similar age
#2,280
of 259,579 outputs
Outputs of similar age from Proceedings of the National Academy of Sciences of the United States of America
#43
of 1,027 outputs
Altmetric has tracked 11,483,896 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 99th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 74,991 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 20.8. This one has done particularly well, scoring higher than 98% 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 259,579 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 99% of its contemporaries.
We're also able to compare this research output to 1,027 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 95% of its contemporaries.