How to Study Thinking in Everyday Life: Contrasting Think-Aloud Protocols With Descriptions and Explanations of Thinking
Abstract
(1998). How to Study Thinking in Everyday Life: Contrasting Think-Aloud Protocols With Descriptions and Explanations of Thinking. Mind, Culture, and Activity: Vol. 5, No. 3, pp. 178-186.
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Reasoning traces are verbal reports of how an LLM describes its task, not direct measures of the neural network activations that produce its behavior.
“reasoning traces are verbal reports of how an LLM describes its task, not direct measures of the neural network activations that produce its behavior.”
From Shopping by algorithm: How agentic AI deploys human heuristics as a surrogate consumer (2026) · cites this paper as Ericsson and Simon, 1998
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The role of deliberate practice in the acquisition of expert performance
Ericsson, K. A., Krampe, R. T., & Tesch-Römer, C. (1993) · Psychological Review · doi:10.1037/0033-295x.100.3.363 · Cited by 9,564 · see citing works
Self-citationSelf-explanations: How students study and use examples in learning to solve problems
Chi, M. (1989) · Cognitive Science · doi:10.1016/0364-0213(89)90002-5 · Cited by 2,287 · see citing works
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Longitudinal associations among undergraduates' research experience, self-efficacy, and identity
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Arden, M. A., Hutchings, M., Whelan, P., Drabble, S. J., Beever, D., Bradley, J. M., Hind, D., Ainsworth, J., Maguire, C., Cantrill, H., et al. (2021) · Pilot and Feasibility Studies · doi:10.1186/s40814-020-00739-2 · Cited by 44 · see citing works
Wallin, E., Norlund, F., Olsson, E. M. G., Burell, G., Held, C., & Carlsson, T. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9690 · Cited by 36 · see citing works
Finley, J. R., & Naaz, F. (2023) · Memory · doi:10.1080/09658211.2022.2126858 · Cited by 21 · see citing works
de Oliveira, G. A. A., Oliveira, O. D. F., de Abreu, S., de Bettio, R. W., & Freire, A. P. (2022) · Multimedia Tools and Applications · doi:10.1007/s11042-022-12074-0 · Cited by 17 · see citing works
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Shopping by algorithm: How agentic AI deploys human heuristics as a surrogate consumer
Wadi, D., & Ma, Y. (2026) · arXiv · doi:10.48550/arxiv.2609.28372
- Authors
- Ericsson, K. A., & Simon, H. A.
- Affiliations
- Florida State University (US)
- ORCID
- Ericsson, K. Anders
- Venue
- Mind, Culture, and Activity
- Publisher
- Informa UK Limited
- Published
- 1998-07
- Volume
- 5
- Issue
- 3
- Pages
- 178-186
- ISSN
- 1074-9039 (ISSN-L)
- 1532-7884
- OpenAlex
- W2066404961
- Cited by
- 662
- References
- 2
- Citations by year
- 2026: 37 · 2025: 46 · 2024: 52 · 2023: 49 · 2022: 43 · 2021: 47 · 2020: 61 · 2019: 46 · 2018: 34 · 2017: 24 · 2016: 31 · 2015: 30 · 2014: 21 · 2013: 24 · 2012: 19
- FWCI
- 3.37
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Mind Culture and Activity (publishedVersion)
- Topics
- Social Sciences › Psychology › Social Psychology › Social Representations and Identity
- Social Sciences › Psychology › Developmental and Educational Psychology › Psychology of Development and Education
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Categorization, perception, and language
- Keywords
- think-aloud, everyday thinking, method comparison
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