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Best practices for addressing missing data through multiple imputation

Overview of attention for article published in Infant & Child Development, February 2023
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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 (90th percentile)
  • High Attention Score compared to outputs of the same age and source (87th percentile)

Mentioned by

twitter
12 X users
facebook
1 Facebook page
wikipedia
2 Wikipedia pages
bluesky
8 Bluesky users

Readers on

mendeley
210 Mendeley
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Timeline Attention over time Attention Score history
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Activity
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X Demographics

X Demographics

The data shown below were collected from the profiles of 12 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley demographics

Mendeley demographics

The data shown below were compiled from readership statistics for 210 Mendeley readers of this research output. Click here to see the associated Mendeley record.
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Geographical breakdown

Geographical breakdown
Country Count As %
Unknown 210 100%

Demographic breakdown

Readers by professional status
Readers by professional status Count As %
Student > Ph. D. Student 32 15%
Student > Master 19 9%
Researcher 19 9%
Student > Bachelor 10 5%
Lecturer 8 4%
Other 27 13%
Unknown 95 45%
Readers by discipline
Readers by discipline Count As %
Psychology 27 13%
Social Sciences 16 8%
Computer Science 11 5%
Engineering 9 4%
Business, Management and Accounting 6 3%
Other 42 20%
Unknown 99 47%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 18. 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 04 June 2026.
All research outputs
#2,690,973
of 34,457,357 outputs
Outputs from Infant & Child Development
#78
of 840 outputs
Outputs of similar age
#44,642
of 455,301 outputs
Outputs of similar age from Infant & Child Development
#2
of 16 outputs
Altmetric has tracked 34,457,357 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 92nd percentile: it's in the top 10% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 840 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.8. This one has done particularly well, scoring higher than 90% 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 455,301 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 90% of its contemporaries.
We're also able to compare this research output to 16 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 87% of its contemporaries.