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In Validations We Trust? The Impact of Imperfect Human Annotations as a Gold Standard on the Quality of Validation of Automated Content Analysis

Overview of attention for article published in Political Communication, March 2020
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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 (89th percentile)
  • Average Attention Score compared to outputs of the same age and source

Mentioned by

twitter
36 X users

Citations

dimensions_citation
53 Dimensions

Readers on

mendeley
78 Mendeley
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Title
In Validations We Trust? The Impact of Imperfect Human Annotations as a Gold Standard on the Quality of Validation of Automated Content Analysis
Published in
Political Communication, March 2020
DOI 10.1080/10584609.2020.1723752
Authors

Hyunjin Song, Petro Tolochko, Jakob-Moritz Eberl, Olga Eisele, Esther Greussing, Tobias Heidenreich, Fabienne Lind, Sebastian Galyga, Hajo G. Boomgaarden

X Demographics

X Demographics

The data shown below were collected from the profiles of 36 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 78 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 78 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 19 24%
Student > Master 11 14%
Student > Doctoral Student 7 9%
Researcher 6 8%
Lecturer 5 6%
Other 12 15%
Unknown 18 23%
Readers by discipline Count As %
Social Sciences 36 46%
Computer Science 7 9%
Psychology 4 5%
Arts and Humanities 3 4%
Economics, Econometrics and Finance 3 4%
Other 6 8%
Unknown 19 24%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 22. 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 15 March 2022.
All research outputs
#1,658,687
of 25,121,692 outputs
Outputs from Political Communication
#178
of 800 outputs
Outputs of similar age
#37,508
of 367,546 outputs
Outputs of similar age from Political Communication
#11
of 19 outputs
Altmetric has tracked 25,121,692 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 93rd percentile: it's in the top 10% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 800 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 21.5. This one has done well, scoring higher than 77% 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 367,546 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 89% of its contemporaries.
We're also able to compare this research output to 19 others from the same source and published within six weeks on either side of this one. This one is in the 47th percentile – i.e., 47% of its contemporaries scored the same or lower than it.