학술논문

Does Working Memory Training Transfer? A Meta-Analysis Including Training Conditions as Moderators
Document Type
Journal Articles
Reports - Research
Information Analyses
Source
Educational Psychologist. 2015 50(2):138-166.
Subject
Short Term Memory
Meta Analysis
Transfer of Training
Task Analysis
Effect Size
Comparative Analysis
Cognitive Processes
Nonverbal Ability
Verbal Ability
Teaching Methods
Coding
Visual Perception
Spatial Ability
Culture Fair Tests
Measures (Individuals)
Control Groups
Supervision
Feedback (Response)
Intervention
Literature Reviews
Language
English
ISSN
0046-1520
Abstract
A meta-analysis was undertaken to reexamine near- and far-transfer effects following working-memory training and to consider potential moderators more systematically. Forty-seven studies with 65 group comparisons were included in the meta-analysis. Results showed near-transfer effects to short-term and working-memory skills that were sustained at follow-up with effect sizes ranging from g = 0.37 to g = 0.72 for immediate transfer and g = 0.22 to g = 0.78 for long-term transfer. Far-transfer effects to other cognitive skills were small, limited to nonverbal (g = 0.14) and verbal (g = 0.16) ability and not sustained at follow-up. Several moderators (e.g., duration of training sessions, supervision during training) had an influence on transfer effects, including far-transfer effects. We present principles for how best to improve working memory through training in the narrow-task paradigm and conjecture how best to improve basic cognitive functions in complex activity contexts.