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Big data in education: a state of the art, limitations, and future research directions

Overview of attention for article published in International Journal of Educational Technology in Higher Education, November 2020
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • Among the highest-scoring outputs from this source (#49 of 525)
  • High Attention Score compared to outputs of the same age (93rd percentile)
  • High Attention Score compared to outputs of the same age and source (94th percentile)

Mentioned by

news
1 news outlet
blogs
1 blog
twitter
36 X users
facebook
1 Facebook page

Citations

dimensions_citation
99 Dimensions

Readers on

mendeley
355 Mendeley
Title
Big data in education: a state of the art, limitations, and future research directions
Published in
International Journal of Educational Technology in Higher Education, November 2020
DOI 10.1186/s41239-020-00223-0
Authors

Maria Ijaz Baig, Liyana Shuib, Elaheh Yadegaridehkordi

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

Geographical breakdown

Country Count As %
Unknown 355 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 31 9%
Student > Ph. D. Student 29 8%
Lecturer 22 6%
Student > Bachelor 22 6%
Student > Doctoral Student 17 5%
Other 57 16%
Unknown 177 50%
Readers by discipline Count As %
Computer Science 57 16%
Business, Management and Accounting 22 6%
Engineering 17 5%
Arts and Humanities 16 5%
Social Sciences 16 5%
Other 39 11%
Unknown 188 53%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 36. 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 2023.
All research outputs
#1,120,584
of 25,490,562 outputs
Outputs from International Journal of Educational Technology in Higher Education
#49
of 525 outputs
Outputs of similar age
#30,018
of 441,694 outputs
Outputs of similar age from International Journal of Educational Technology in Higher Education
#2
of 17 outputs
Altmetric has tracked 25,490,562 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 95th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 525 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 15.8. 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 441,694 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 93% of its contemporaries.
We're also able to compare this research output to 17 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 94% of its contemporaries.