Difference between revisions of "Short-term Performance and Learning Gains Prediction"

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(Created page with "Ogan and colleagues (2015) [pdf] * models predicting student learning gains from a mixture of their behaviors related to help-seeking * Models built using data from learners in the Philippines, Costa Rica, and the United States were each more accurate on students from their own countries than for students from other countries.")
 
(Edit for clarity on Ogan paper)
 
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Ogan and colleagues (2015) [pdf]
Ogan et al. (2015) [https://link.springer.com/content/pdf/10.1007/s40593-014-0034-8.pdf pdf]
 
*Multi-national models predicting learning gains from student's help-seeking behavior
* models predicting student learning gains from a mixture of their behaviors related to help-seeking
*Models built on only U.S.or combined data sets performed extremely poorly for Costa Rica
* Models built using data from learners in the Philippines, Costa Rica, and the United States were each more accurate on students from their own countries than for students from other countries.
*Models performed better when built on and applied for the same country, except for Philippines where model built on that country which was outperformed slightly by model built on U.S. data

Latest revision as of 05:23, 19 May 2022

Ogan et al. (2015) pdf

  • Multi-national models predicting learning gains from student's help-seeking behavior
  • Models built on only U.S.or combined data sets performed extremely poorly for Costa Rica
  • Models performed better when built on and applied for the same country, except for Philippines where model built on that country which was outperformed slightly by model built on U.S. data