The form of the forgetting curve and the fate of memories

被引:152
作者
Averell, Lee [1 ]
Heathcote, Andrew [1 ]
机构
[1] Univ Newcastle, Sch Psychol, Callaghan, NSW 2308, Australia
关键词
Forgetting; Hierarchical models; Bayesian model selection; BAYESIAN-ANALYSIS; MODEL; RETENTION;
D O I
10.1016/j.jmp.2010.08.009
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Psychologists have debated the form of the forgetting curve for over a century. We focus on resolving three problems that have blocked a clear answer on this issue. First, we analyzed data from a longitudinal experiment measuring cued recall and stem completion from 1 min to 28 days after study, with more observations per interval per participant than in previous studies. Second, we analyzed the data using hierarchical models, avoiding distortions due to averaging over participants. Third, we implemented the models in a Bayesian framework, enabling our analysis to account for the ability of candidate forgetting functions to imitate each other. An exponential function provided the best fit to individual participant data collected under both explicit and implicit retrieval instructions, but Bayesian model selection favored a power function. All analysis supported above chance asymptotic retention, suggesting that, despite quite brief study, storage of some memories was effectively permanent. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:25 / 35
页数:11
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