TY - GEN
T1 - Explaining drives the discovery of real and illusory patterns
AU - Williams, Joseph Jay
AU - Lombrozo, Tania
AU - Rehder, Bob
N1 - Publisher Copyright:
© CogSci 2011.
PY - 2011
Y1 - 2011
N2 - Children’s and adults’ attempts to explain the world around them plays a key role in promoting learning and understanding, but little is known about how and why explaining has this effect. An experiment investigated explaining in the social context of learning to predict and explain individuals’ behavior, examining if explaining observations exerts a selective constraint to seek patterns or regularities underlying the observations, regardless of whether such patterns are harmful or helpful for learning. When there were reliable patterns– such as personality types that predict charitable behavior– explaining promoted learning. But when these patterns were misleading, explaining produced an impairment whereby participants exhibited less accurate learning and prediction of individuals’ behavior. This novel approach of contrasting explanation’s positive and negative effects suggests that explanation’s benefits are not merely due to increased motivation, attention or time, and that explaining may undermine learning in domains where regularities are absent, spurious, or unreliable.
AB - Children’s and adults’ attempts to explain the world around them plays a key role in promoting learning and understanding, but little is known about how and why explaining has this effect. An experiment investigated explaining in the social context of learning to predict and explain individuals’ behavior, examining if explaining observations exerts a selective constraint to seek patterns or regularities underlying the observations, regardless of whether such patterns are harmful or helpful for learning. When there were reliable patterns– such as personality types that predict charitable behavior– explaining promoted learning. But when these patterns were misleading, explaining produced an impairment whereby participants exhibited less accurate learning and prediction of individuals’ behavior. This novel approach of contrasting explanation’s positive and negative effects suggests that explanation’s benefits are not merely due to increased motivation, attention or time, and that explaining may undermine learning in domains where regularities are absent, spurious, or unreliable.
KW - explanation
KW - explanation impairment effect
KW - generalization
KW - learning
KW - pattern detection
KW - self-explanation
KW - understanding
UR - http://www.scopus.com/inward/record.url?scp=84887861951&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84887861951&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84887861951
T3 - Expanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011
SP - 1352
EP - 1357
BT - Expanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011
A2 - Carlson, Laura
A2 - Hoelscher, Christoph
A2 - Shipley, Thomas F.
PB - The Cognitive Science Society
T2 - 33rd Annual Meeting of the Cognitive Science Society: Expanding the Space of Cognitive Science, CogSci 2011
Y2 - 20 July 2011 through 23 July 2011
ER -