The origins of probabilistic inference in human infants

被引:90
作者
Denison, Stephanie [1 ]
Xu, Fei [2 ]
机构
[1] Univ Waterloo, Dept Psychol, Waterloo, ON N2L 3G1, Canada
[2] Univ Calif Berkeley, Dept Psychol, Berkeley, CA 94720 USA
基金
加拿大自然科学与工程研究理事会;
关键词
Statistical inference; Infant learning; Probabilistic reasoning; Single-event probability; Action methodology; COGNITIVE-DISSONANCE REDUCTION; LARGE-NUMBER DISCRIMINATION; CONDITIONAL-PROBABILITY; STATISTICS; CHILDREN; JUDGMENTS;
D O I
10.1016/j.cognition.2013.12.001
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Reasoning under uncertainty is the bread and butter of everyday life. Many areas of psychology, from cognitive, developmental, social, to clinical, are interested in how individuals make inferences and decisions with incomplete information. The ability to reason under uncertainty necessarily involves probability computations, be they exact calculations or estimations. What are the developmental origins of probabilistic reasoning? Recent work has begun to examine whether infants and toddlers can compute probabilities; however, previous experiments have confounded quantity and probability in most cases young human learners could have relied on simple comparisons of absolute quantities, as opposed to proportions, to succeed in these tasks. We present four experiments providing evidence that infants younger than 12 months show sensitivity to probabilities based on proportions. Furthermore, infants use this sensitivity to make predictions and fulfill their own desires, providing the first demonstration that even preverbal learners use probabilistic information to navigate the world. These results provide strong evidence for a rich quantitative and statistical reasoning system in infants. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:335 / 347
页数:13
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