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Why Ordinal Variables Can (Almost) Always Be Treated as Continuous Variables: Clarifying Assumptions of Robust Continuous and Ordinal Factor Analysis Estimation Methods

Overview of attention for article published in Frontiers in Education, October 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 (85th percentile)
  • High Attention Score compared to outputs of the same age and source (92nd percentile)

Mentioned by

policy
1 policy source
twitter
17 X users

Citations

dimensions_citation
171 Dimensions

Readers on

mendeley
287 Mendeley
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Title
Why Ordinal Variables Can (Almost) Always Be Treated as Continuous Variables: Clarifying Assumptions of Robust Continuous and Ordinal Factor Analysis Estimation Methods
Published in
Frontiers in Education, October 2020
DOI 10.3389/feduc.2020.589965
Authors

Alexander Robitzsch

X Demographics

X Demographics

The data shown below were collected from the profiles of 17 X users who shared this research output. Click here to find out more about how the information was compiled.
As of 1 July 2024, you may notice a temporary increase in the numbers of X profiles with Unknown location. Click here to learn more.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 287 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 287 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 41 14%
Researcher 38 13%
Student > Master 37 13%
Student > Bachelor 19 7%
Student > Doctoral Student 17 6%
Other 47 16%
Unknown 88 31%
Readers by discipline Count As %
Psychology 41 14%
Social Sciences 31 11%
Medicine and Dentistry 15 5%
Engineering 11 4%
Nursing and Health Professions 10 3%
Other 76 26%
Unknown 103 36%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 15. 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 10 February 2024.
All research outputs
#2,607,443
of 26,385,174 outputs
Outputs from Frontiers in Education
#199
of 3,591 outputs
Outputs of similar age
#65,782
of 441,007 outputs
Outputs of similar age from Frontiers in Education
#6
of 84 outputs
Altmetric has tracked 26,385,174 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 3,591 research outputs from this source. They receive a mean Attention Score of 4.7. This one has done particularly well, scoring higher than 94% 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 441,007 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 85% of its contemporaries.
We're also able to compare this research output to 84 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 92% of its contemporaries.