Studying human expertise: Beyond the binary paradigm
- 1 July 1996
- journal article
- research article
- Published by Taylor & Francis in Journal of Experimental & Theoretical Artificial Intelligence
- Vol. 8 (3-4) , 277-291
- https://doi.org/10.1080/095281396147339
Abstract
The empirical study of human expertise has grown up largely within the information-processing framework. We contend that assumptions and practices inherited from that framework have significantly hampered the study of expertise. Most studies have been conducted within a binary paradigm that sets novices apart from experts while ignoring any qualitative distinctions in between. End-state description has been preferred over accounts of learning; accounts of learning as a smoothly continuous process have been preferred over accounts of qualitative change. To overcome the binary paradigm, psychologists need to adopt an explicitly developmental approach, one that identifies multiple way stations toward expertise and seeks to explain qualitative changes in knowledge and motivation. We consider two insufficiently developmental conceptions (‘theory-change’ accounts and global stage models) and two others that, in our view, harbour greater promise (the Piagetian framework as elaborated by Feldman and the Vygotskian framework as extended by Scribner). Progress in the study of human expertise doesn't just depend on the more widespread adoption of developmental research programmes. There also needs to be more open and frank discussion of the strengths and weaknesses of different frameworks than has been customary.Keywords
This publication has 39 references indexed in Scilit:
- Using conscious reflection, group processes, and AI to facilitate development of expertiseJournal of Experimental & Theoretical Artificial Intelligence, 1996
- Developmental aspects of expertise: Rationality and generalizationJournal of Experimental & Theoretical Artificial Intelligence, 1996
- Functions of expertise in a medical intensive care unitJournal of Experimental & Theoretical Artificial Intelligence, 1996
- Cognitive arithmetic: A review of data and theoryCognition, 1992
- A Deconstruction of Fodor’s AnticonstructivismHuman Development, 1987
- From meta-processes to conscious access: Evidence from children's metalinguistic and repair dataCognition, 1986
- Development of the Concept of Inferential ValidityChild Development, 1986
- FROM NOVICE TO EXPERTThe American Journal of Nursing, 1984
- Knowledge organization and skill differences in computer programmersCognitive Psychology, 1981
- Some reflections on L.S. Vygotsky's thought and languageCognition, 1972