TY - JOUR
T1 - Evaluating recall error in preschoolers
T2 - Category expectations influence episodic memory for color
AU - Persaud, Kimele
AU - Macias, Carla
AU - Hemmer, Pernille
AU - Bonawitz, Elizabeth
N1 - Funding Information:
This work has received support from the National Science Foundation Graduate Research Fellowship under Grant Number NSF DGE 0937373 (KP), National Science Foundation SBE Postdoctoral Fellowship NSF-SMA 1911656 (KP), National Institutes of Health, IMSD Minority Biomedical Research Support Program under grant number 2R25GM096161-07 (CM), National Science Foundation CAREER Grant Number 1453276 (PH), NSF SES-1627971 (EB), and the Jacobs Foundation (EB). These funding sources were not involved in the study design; in the collection, analysis and interpretation of data; in the writing of the report; and in the decision to submit this article for publication. The child color memory data was presented independently at the 2017 Cognitive Development Society (CDS) conference as a talk titled, “Expectations about color categories inform preschoolers recall” in Portland Oregon.
PY - 2021/2
Y1 - 2021/2
N2 - Despite limited memory capacity, children are exceptional learners. How might children engage in meaningful learning despite limited memory systems? Past research suggests that adults integrate category knowledge and noisy episodic traces to aid recall when episodic memory is noisy or incomplete (e.g. Hemmer & Steyvers, 2009a,b). We suspect children utilize a similar process but integrate category and episodic traces in recall to a different degree. Here we conduct two experiments to empirically assess children's color category knowledge (Study 1) and recall of target hue values (Study 2). In Study 1, although children's generated hue values appear to be noisier than adults, we found no significant difference between children and adult's generated color category means (prototypes), suggesting that preschool-aged children's color categories are well established. In Study 2, we found that children's (like adult's) free recall of target hue values regressed towards color category means. We implemented three probabilistic memory models: one that combines category knowledge and specific target information (Integrative), a category only (Noisy Prototype) model, and a target only (Noisy Target) model to computationally evaluate recall performance. Consistent with previous studies with older children (Duffy, Huttenlocher, & Crawford, 2006), quantitative fits of the models to aggregate group-level data provided strong support for the Integrative process. However, at the individual subject level, a greater proportion of preschoolers’ recall was better fit by a Prototype only model. Our results provide evidence that the integration of category knowledge in episodic memory comes online early and strongly. Implications for how the greater reliance on category knowledge by preschoolers relative to adults might track with developmental shifts in relational episodic memory are discussed.
AB - Despite limited memory capacity, children are exceptional learners. How might children engage in meaningful learning despite limited memory systems? Past research suggests that adults integrate category knowledge and noisy episodic traces to aid recall when episodic memory is noisy or incomplete (e.g. Hemmer & Steyvers, 2009a,b). We suspect children utilize a similar process but integrate category and episodic traces in recall to a different degree. Here we conduct two experiments to empirically assess children's color category knowledge (Study 1) and recall of target hue values (Study 2). In Study 1, although children's generated hue values appear to be noisier than adults, we found no significant difference between children and adult's generated color category means (prototypes), suggesting that preschool-aged children's color categories are well established. In Study 2, we found that children's (like adult's) free recall of target hue values regressed towards color category means. We implemented three probabilistic memory models: one that combines category knowledge and specific target information (Integrative), a category only (Noisy Prototype) model, and a target only (Noisy Target) model to computationally evaluate recall performance. Consistent with previous studies with older children (Duffy, Huttenlocher, & Crawford, 2006), quantitative fits of the models to aggregate group-level data provided strong support for the Integrative process. However, at the individual subject level, a greater proportion of preschoolers’ recall was better fit by a Prototype only model. Our results provide evidence that the integration of category knowledge in episodic memory comes online early and strongly. Implications for how the greater reliance on category knowledge by preschoolers relative to adults might track with developmental shifts in relational episodic memory are discussed.
KW - Cognitive development
KW - Color categories
KW - Episodic memory
KW - Prior category knowledge
KW - Probabilistic models
KW - Relational memory
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U2 - 10.1016/j.cogpsych.2020.101357
DO - 10.1016/j.cogpsych.2020.101357
M3 - Article
AN - SCOPUS:85096170716
VL - 124
JO - Cognitive Psychology
JF - Cognitive Psychology
SN - 0010-0285
M1 - 101357
ER -