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GOSH – a graphical display of study heterogeneity

Overview of attention for article published in Research Synthesis Methods, September 2012
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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 (84th percentile)
  • Average Attention Score compared to outputs of the same age and source

Mentioned by

blogs
1 blog
twitter
2 X users

Citations

dimensions_citation
166 Dimensions

Readers on

mendeley
92 Mendeley
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Title
GOSH – a graphical display of study heterogeneity
Published in
Research Synthesis Methods, September 2012
DOI 10.1002/jrsm.1053
Pubmed ID
Authors

Ingram Olkin, Issa J Dahabreh, Thomas A Trikalinos

Abstract

Estimates from individual studies included in a meta-analysis often are not in agreement, giving rise to statistical heterogeneity. In such cases, exploration of the causes of heterogeneity can advance knowledge by formulating novel hypotheses. We present a new method for visualizing between-study heterogeneity using combinatorial meta-analysis. The method is based on performing separate meta-analyses on all possible subsets of studies in a meta-analysis. We use the summary effect sizes and other statistics produced by the all-subsets meta-analyses to generate graphs that can be used to investigate heterogeneity, identify influential studies, and explore subgroup effects. This graphical approach complements alternative graphical explorations of data. We apply the method to numerous biomedical examples, to allow readers to develop intuition on the interpretation of the all-subsets graphical display. The proposed graphical approach may be useful for exploratory data analysis in systematic reviews. Copyright © 2012 John Wiley & Sons, Ltd.

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 92 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United Kingdom 1 1%
Peru 1 1%
Unknown 90 98%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 16 17%
Researcher 14 15%
Student > Bachelor 13 14%
Student > Master 10 11%
Student > Doctoral Student 9 10%
Other 11 12%
Unknown 19 21%
Readers by discipline Count As %
Medicine and Dentistry 16 17%
Psychology 14 15%
Agricultural and Biological Sciences 5 5%
Social Sciences 5 5%
Nursing and Health Professions 4 4%
Other 22 24%
Unknown 26 28%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 9. 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 29 June 2021.
All research outputs
#4,054,031
of 24,654,957 outputs
Outputs from Research Synthesis Methods
#214
of 519 outputs
Outputs of similar age
#27,190
of 174,535 outputs
Outputs of similar age from Research Synthesis Methods
#4
of 6 outputs
Altmetric has tracked 24,654,957 research outputs across all sources so far. Compared to these this one has done well and is in the 83rd percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 519 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.4. This one has gotten more attention than average, scoring higher than 58% 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 174,535 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 84% of its contemporaries.
We're also able to compare this research output to 6 others from the same source and published within six weeks on either side of this one. This one has scored higher than 2 of them.