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Optimizing Imputation for Educational Data: Exploring Training Partition and Missing Data Ratios

Overview of attention for article published in The Journal of Experimental Education, January 2024
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About this Attention Score

  • Above-average Attention Score compared to outputs of the same age (63rd percentile)
  • Good Attention Score compared to outputs of the same age and source (66th percentile)

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Title
Optimizing Imputation for Educational Data: Exploring Training Partition and Missing Data Ratios
Published in
The Journal of Experimental Education, January 2024
DOI 10.1080/00220973.2023.2287447
Authors

Zachary K. Collier, Kamal Chawla, Olushola Soyoye

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Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 3. 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 23 January 2024.
All research outputs
#14,562,900
of 25,826,146 outputs
Outputs from The Journal of Experimental Education
#172
of 291 outputs
Outputs of similar age
#125,925
of 357,631 outputs
Outputs of similar age from The Journal of Experimental Education
#2
of 6 outputs
Altmetric has tracked 25,826,146 research outputs across all sources so far. This one is in the 43rd percentile – i.e., 43% of other outputs scored the same or lower than it.
So far Altmetric has tracked 291 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 15.2. This one is in the 40th percentile – i.e., 40% of its peers scored the same or lower than it.
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 357,631 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 63% 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 4 of them.