Explanatory preferences shape learning and inference

T Lombrozo - Trends in cognitive sciences, 2016 - cell.com
Explanations play an important role in learning and inference. People often learn by seeking
explanations, and they assess the viability of hypotheses by considering how well they …

Inference to the best explanation (IBE) versus explaining for the best inference (EBI)

DA Wilkenfeld, T Lombrozo - Science & Education, 2015 - Springer
In pedagogical contexts and in everyday life, we often come to believe something because it
would best explain the data. What is it about the explanatory endeavor that makes it …

Explanation recruits comparison in a category-learning task

BJ Edwards, JJ Williams, D Gentner, T Lombrozo - Cognition, 2019 - Elsevier
Generating explanations can be highly effective in promoting category learning; however,
the underlying mechanisms are not fully understood. We propose that engaging in …

[HTML][HTML] Effects of explaining on children's preference for simpler hypotheses

CM Walker, E Bonawitz, T Lombrozo - Psychonomic bulletin & review, 2017 - Springer
Research suggests that the process of explaining influences causal reasoning by prompting
learners to favor hypotheses that offer “good” explanations. One feature of a good …

[HTML][HTML] Generating explanations via analogical comparison

C Hoyos, D Gentner - Psychonomic Bulletin & Review, 2017 - Springer
Generating explanations can be highly effective in promoting learning in both adults and
children. Our interest is in the mechanisms that underlie this effect and in whether and how …

[PDF][PDF] Effects of comparison and explanation on analogical transfer

B Edwards, J Williams, D Gentner… - Proceedings of the …, 2014 - escholarship.org
Although comparison and explanation have typically been studied independently, recent
work suggests connections between these processes. Three experiments investigated …

Seeking ideal explanations in a non-ideal world

E Kon, T Lombrozo - Proceedings of the Annual Meeting of the …, 2018 - escholarship.org
Research has found that when children or adults attemptto explain novel observations in the
course of learning, they are more likely to discover patterns that support idealexplanations …

Explaining guides learners towards perfect patterns, not perfect prediction

E Kon, T Lombrozo - Proceedings of the Annual Meeting of the …, 2017 - escholarship.org
When learners explain to themselves as they encounter new in-formation, they recruit a suite
of processes that influence sub-sequent learning. One consequence is that learners are …

The Benefits and Challenges of Analogical Comparison in Learning and Transfer: Can Self-Explanation Scaffold Analogy in the Process of Learning?

S Hajian - SFU Educational Review, 2018 - journals.lib.sfu.ca
There is ample evidence that analogy can be employed as a powerful strategy for learning
new concepts, transferring knowledge, and promoting higher level thinking. Similarly, self …

Can Video Comparison Facilitate Children's Stem Learning?

AR Colwell - 2023 - search.proquest.com
The goal of the current study was to examine the effectiveness of a video comparison activity
in teaching 6-and 7-year-old children that a diagonal brace provides stability in structures …