Temporal predictability refers to the regularity or consistency of the time interval separating events When encountering repeated instances of causes and effects we also experience multiple cause effect temporal intervals Where this Interval is constant it becomes possible to predict when the effect will follow from the cause In contrast interval variability entails unpredictability Three experiments investigated the extent to which temporal predictability contributes to the inductive processes of human causal learning The authors demonstrated that (a) causal relations with fixed temporal intervals are consistently judged as stronger than those with variable temporal Intervals (b) that causal judgments decline as a function of temporal uncertainty and (c) that this effect remains undiminished with increased learning time The results therefore clearly indicate tint temporal predictability facilitates causal discovery The authors considered the implications of their findings for various theoretical perspectives Including associative learning theory the attribution shift hypothesis and causal structure models
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School of Electronic and Information Engineering, Beihang University
Shanghai Institute of Intelligence Science and Technology, Tongji University
Network Science Institute,Northeastern UniversitySchool of Electronic and Information Engineering, Beihang University
Disheng Tang
Wenbo Du
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School of Electronic and Information Engineering, Beihang University
Network Science Institute,Northeastern UniversitySchool of Electronic and Information Engineering, Beihang University
Wenbo Du
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Louis Shekhtman
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Yijie Wang
Shlomo Havlin
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CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of SciencesSchool of Electronic and Information Engineering, Beihang University
Shlomo Havlin
Xianbin Cao
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School of Electronic and Information Engineering, Beihang University
Network Science Institute,Northeastern UniversitySchool of Electronic and Information Engineering, Beihang University
Xianbin Cao
Gang Yan
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Shanghai Institute of Intelligence Science and Technology, Tongji University
National Engineering Laboratory of Big Data Application Technologies of Comprehensive Transportation
School of Physics Science and Engineering, Tongji UniversitySchool of Electronic and Information Engineering, Beihang University