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Reproducible Research Practices and Transparency across the Biomedical Literature

Overview of attention for article published in PLoS Biology, January 2016
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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 (98th percentile)

Mentioned by

news
31 news outlets
blogs
10 blogs
policy
2 policy sources
twitter
395 X users
facebook
12 Facebook pages
wikipedia
2 Wikipedia pages
googleplus
3 Google+ users
reddit
1 Redditor

Citations

dimensions_citation
262 Dimensions

Readers on

mendeley
349 Mendeley
citeulike
4 CiteULike
Title
Reproducible Research Practices and Transparency across the Biomedical Literature
Published in
PLoS Biology, January 2016
DOI 10.1371/journal.pbio.1002333
Pubmed ID
Authors

Shareen A. Iqbal, Joshua D. Wallach, Muin J. Khoury, Sheri D. Schully, John P. A. Ioannidis

Abstract

There is a growing movement to encourage reproducibility and transparency practices in the scientific community, including public access to raw data and protocols, the conduct of replication studies, systematic integration of evidence in systematic reviews, and the documentation of funding and potential conflicts of interest. In this survey, we assessed the current status of reproducibility and transparency addressing these indicators in a random sample of 441 biomedical journal articles published in 2000-2014. Only one study provided a full protocol and none made all raw data directly available. Replication studies were rare (n = 4), and only 16 studies had their data included in a subsequent systematic review or meta-analysis. The majority of studies did not mention anything about funding or conflicts of interest. The percentage of articles with no statement of conflict decreased substantially between 2000 and 2014 (94.4% in 2000 to 34.6% in 2014); the percentage of articles reporting statements of conflicts (0% in 2000, 15.4% in 2014) or no conflicts (5.6% in 2000, 50.0% in 2014) increased. Articles published in journals in the clinical medicine category versus other fields were almost twice as likely to not include any information on funding and to have private funding. This study provides baseline data to compare future progress in improving these indicators in the scientific literature.

X Demographics

X Demographics

The data shown below were collected from the profiles of 395 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 349 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United Kingdom 4 1%
United States 2 <1%
Canada 2 <1%
Norway 1 <1%
Austria 1 <1%
Brazil 1 <1%
Sweden 1 <1%
France 1 <1%
Germany 1 <1%
Other 7 2%
Unknown 328 94%

Demographic breakdown

Readers by professional status Count As %
Researcher 87 25%
Student > Ph. D. Student 44 13%
Student > Master 37 11%
Student > Bachelor 24 7%
Professor 22 6%
Other 92 26%
Unknown 43 12%
Readers by discipline Count As %
Medicine and Dentistry 56 16%
Agricultural and Biological Sciences 46 13%
Computer Science 31 9%
Biochemistry, Genetics and Molecular Biology 28 8%
Social Sciences 21 6%
Other 96 28%
Unknown 71 20%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 530. 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 27 March 2023.
All research outputs
#47,509
of 25,663,438 outputs
Outputs from PLoS Biology
#113
of 9,148 outputs
Outputs of similar age
#661
of 401,401 outputs
Outputs of similar age from PLoS Biology
#1
of 73 outputs
Altmetric has tracked 25,663,438 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 9,148 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 47.5. 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 401,401 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 73 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 98% of its contemporaries.