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Non-formal mechanisms in mathematical cognitive development: The case of arithmetic
David W Braithwaite1, Robert L Goldstone2, Han L J van der Maas3
1Carnegie Mellon University, Pittsburgh, PA, United States.
Contrary to the abstraction hypothesis, this study found that reliance on non-formal reasoning in arithmetic increases with age. Dutch primary school children increasingly used perceptual grouping and opportunistic selection, even when these strategies led to errors.
Area of Science:
- Cognitive Psychology
- Developmental Psychology
- Educational Psychology
Background:
- The traditional view posits cognitive development involves a shift from non-formal to formal reasoning, particularly in mathematics.
- This study challenges the notion that non-formal mechanisms in arithmetic are phased out with age.
Purpose of the Study:
- To investigate the role of non-formal reasoning mechanisms in children's arithmetic development.
- To examine whether reliance on non-formal strategies increases or decreases with age.
Main Methods:
- Analysis of over 50,000 Dutch primary school children's performance on arithmetic expressions via an online platform.
- Identification and analysis of 'foil errors' resulting from violations of formal evaluation order.
Main Results:
- Foil errors were more prevalent when lower-priority sub-expressions were perceptually grouped or easy to compute.
- Reliance on these non-formal mechanisms (perceptual grouping, opportunistic selection) significantly increased with grade level.
- These non-formal strategies persisted and became more influential despite causing systematic rule violations.
Conclusions:
- Cognitive development in arithmetic may involve an increased reliance on non-formal reasoning, not a complete shift to abstraction.
- Findings challenge established theories of cognitive development in mathematics and have implications for educational practices.
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