The DOI matches its Crossref record; 111 of the 111 references it cites were found in a registry or an index.
Protocol Analysis and Expert Thought: Concurrent Verbalizations of Thinking during Experts' Performance on Representative Tasks
Abstract
The superior skills of experts, such as accomplished musicians and chess masters, can be amazing to most spectators. For example, club-level chess players are often puzzled by the chess moves of grandmasters and world champions. Similarly, many recreational athletes find it inconceivable that most other adults – regardless of the amount or type of training – have the potential ever to reach the performance levels of international competitors. Especially puzzling to philosophers and scientists has been the question of the extent to which expertise requires innate gifts versus specialized acquired skills and abilities. One of the most widely used and simplest methods of gathering data on exceptional performance is to interview the experts themselves. But are experts always capable of describing their thoughts, their behaviors, and their strategies in a manner that would allow less-skilled individuals to understand how the experts do what they do, and perhaps also understand how they might reach expert level through appropriate training? To date, there has been considerable controversy over the extent to which experts are capable of explaining the nature and structure of their exceptional performance. Some pioneering scientists, such as Binet (1893/1966), questioned the validity of the experts' descriptions when they found that some experts gave reports inconsistent with those of other experts. To make matters worse, in those rare cases that allowed verification of the strategy by observing the performance, discrepancies were found between the reported strategies and the observations (Watson, 1913).
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Cites
The magical number seven, plus or minus two: Some limits on our capacity for processing information.
Miller, G. A. (1956) · Psychological Review · doi:10.1037/h0043158 · Cited by 17,812
The magical number seven, plus or minus two: Some limits on our capacity for processing information.
Miller, G. A. (1994) · Psychological Review · doi:10.1037/0033-295x.101.2.343 · Cited by 17,161
Telling more than we can know: Verbal reports on mental processes.
Nisbett, R. E., & Wilson, T. D. (1977) · Psychological Review · doi:10.1037/0033-295x.84.3.231 · Cited by 11,317 · cited 2×
“Nisbett and Wilson (1977) reported several examples of experiments in social psychology, where participants gave explanations that were inconsistent with their observed behavior.”
BackgroundThe 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 · cited 1×
“This has been seen to extend to learning of experts and their ability to alter their performance through deliberate practice (Ericsson et al., 1993).”
BackgroundSelf-citationAxten, N., Newell, A., & Simon, H. A. (1973) · Contemporary Sociology · doi:10.2307/2063712 · Cited by 6,834
Anderson, J. R. (2013) · doi:10.4324/9781315799438 · Cited by 6,761
Newell, A. (1972) · Cited by 6,222
(1983) · Cited by 5,041
The Psychology of Learning and Motivation
(2021) · Psychology of Learning and Motivation · doi:10.1016/s0079-7421(21)x0002-3 · Cited by 5,027
Plans and the structure of behavior.
Miller, G. A., Galanter, E., & Pribram, K. H. (1960) · doi:10.1037/10039-000 · Cited by 4,630
Cited by
Zimmerman, B. J. (2008) · American Educational Research Journal · doi:10.3102/0002831207312909 · Cited by 3,735
Deliberate practice and acquisition of expert performance: a general overview
Anders Ericsson, K. (2008) · Academic Emergency Medicine · doi:10.1111/j.1553-2712.2008.00227.x · Cited by 1,975
Self-citationEngineering Design Processes: A Comparison of Students and Expert Practitioners
Atman, C. J., Adams, R. S., Cardella, M. E., Turns, J., Mosborg, S., & Saleem, J. (2007) · Journal of Engineering Education · doi:10.1002/j.2168-9830.2007.tb00945.x · Cited by 891
Dew, N., Read, S., Sarasvathy, S. D., & Wiltbank, R. (2009) · Journal of Business Venturing · doi:10.1016/j.jbusvent.2008.02.002 · Cited by 829
Hayes, S. C., Villatte, M., Levin, M., & Hildebrandt, M. (2011) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032210-104449 · Cited by 800
Metadata
- Authors
- Ericsson, K. A.
- Venue
- The Cambridge Handbook of Expertise and Expert Performance
- Publisher
- Cambridge University Press
- Published
- 2006-06-26
- Pages
- 223-242
- OpenAlex
- W2186238142
- Cited by
- 441
- References
- 111
- FWCI
- 39.78
- Type
- book chapter
- Language
- en
- Open access
- closed
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.