Conclusion
In this chapter we illustrated problems and possibilities for the development of expertise within the domain of plant identification. To identify plants novices in botany must acquire a combination of robust but also flexible knowledge from the very beginning. Therefore, constructivist principles as suggested by Cognitive Flexibility Theory and Cognitive Apprenticeship constitute important heuristics for fostering this kind of knowledge acquisition. Because the tight curriculum of university courses does not allow the application of these principles, it needs to be supplemented by new ways of learning. On the basis of an extensive problem analysis as well as a detailed analysis of cognitive and operative processes a learning environment with various help functions especially tailored to the beginners’ needs was designed.
The importance of independent learning has always been emphasised in all institutions of professional learning. Nevertheless, support of novices by means of expert guidance is an essential part of the development of expertise. Due to changing demands, e.g. within the curriculum, expert assistance cannot always be guaranteed. Therefore, a need for supplementary guidance arises, e.g. in the form of interactive learning environments or knowledge management systems. This example from the domain of biology shows one possible application. It should provide encouragement for incorporating similar procedures into other domains as well.
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References
Alberdi, E., Sleeman, D. H., & Korpi, M. (2000). Accommodating surprise in taxonomic tasks: The role of expertise. Cognitive Science, 24, 53–91.
Bereiter, C., & Scardamalia, M. (1987). The psychology of written composition. Hillsdale: Erlbaum.
Collins, A., Brown, J. S., & Newman, S. E. (1989). Cognitive apprenticeship: Teaching the crafts of reading, writing, and mathematics. In L. B. Resnick (Eds.), Knowing, learning, and instruction (pp 453–494). Hillsdale: Erlbaum.
Ericsson, K. A., & Simon, H. A. (1980). Verbal reports as data. Psychological Review, 87, 215–251.
Eveland, W. P., & Dunwoody, S. (2000). Examine information processing on the world wide web using think aloud protocols. Media Psychology, 2, 219–244.
Flora of North America Association (2000). Flora of North America. http://hua.huh.harvard.edu/FNA/index.html (extracted on Oct 15th, 2002).
Hinds, P. J., Patterson, M., & Pfeffer, J. (2001). Bothered by abstraction: The effect of expertise on knowledge transfer and subsequent novice performance. Journal of Applied Psychology, 86, 1232–1243.
Jacobson, M. J., & Spiro, R. J. (1995). Hypertext learning environments, cognitive flexibility, and the transfer of complex knowledge: An empirical investigation. Journal of Educational Computing Research, 12, 301–333.
Jungermann, H., Pfister, H.-R., & Fischer, K. (1998). Die Psychologie der Entscheidung: Eine Einführung. [Psychology of decision making. An Introduction] Heidelberg: Spektrum.
Knoblich, G. (2002). Problemlösen und logisches Schlieβen. [Problem solving and logical thinking] In J. Müsseler & W. Prinz (Eds.), Allgemeine Psychologie (pp. 644–699). Heidelberg: Spektrum.
Seel, N. M., Al-Diban, S., Held, S., & Hess, C. (1998). Didaktisches Design multimedialer Lernumgebungen. Theoretische Positionen, Gestaltungsprinzipien, empirische Befunde. [Didactical design of multimedia learning environments. Theoretical problems, design principles, and empirical results] In G. Dörr & K. L. Jüngst (Eds.), Lernen mit Medien. Ergebnisse und Perspektiven zu medial vermittelten Lehr-und Lernprozessen (pp. 87–119). München: Juventa.
Senghas K., & Seybold, S. (Eds.). (1996). Schmeil-Fitschen — Flora von Deutschland und angrenzender Länder: Ein Buch zum Bestimmen der wildwachsenden und häufig kultivierten Gefäβpflanzen. (90th ed.). [Schmeil-Fitschen. Flora of Germany and neighbor countries. A book to identify wild and cultured plants] Wiebelsheim: Quelle und Meyer.
Simon, H. A. (1999). Problem solving. In R. A. Wilson & F. C. Keil (Eds.), The MIT encyclopedia of the cognitive sciences (pp. 674–676). Cambridge: MIT Press.
Sitte, P., Ziegler, H., Ehrendorfer, F., & Bresinsky, A. (1998). Lehrbuch der Botanik für Hochschulen (34th ed.). [Textbook botany for universities] Stuttgart: Gustav Fischer.
Spiro, R. J., Feltovich, P. J., Jacobson, M. J., & Coulson, R. L. (1991). Cognitive flexibility, constructivism and hypertext: Random access instruction for advanced knowledge acquisition in ill-structured domains. Educational Technology, 31 (5), 24–33.
Stahl, E., & Bromme, R. (2002). Entwicklung einer Online-Lernumgebung für das Einführungspraktikum “Botanische Bestimmungsbüngen”. [Development of an online-learning environment for courses in plant identification] In U. Becker & W. Sommer (Eds.), Learntec 2002. 10. Europäischer Kongress und Fachmesse für Bildungs-und Informationstechnologie. Tagungsband (pp. 573–579). Karlsruhe: Schrifteneinreihe der Karlsruher Messe-und Kongress GmbH.
Stahl, E., Bromme, R., Pieschl, S., Hölzenbein, S., & Kiffe, K. (in press). Qualitätssicherung bei der Lernsoftware-Entwicklung durch partizipative, formative Evaluation. Das Projektbeispiel “Cyeraceae-Online”. [Participative, formative evaluation as a method for quality management during the development of learning software: The case of “Cyeraceae-Online”] Zeitschrift für Psychologie.
Veenman, M. V. J., Elshout, J. J., & Groen, M. G. M. (1993). Thinking aloud: Does it affect regulatory processes in learning? Tijdschrift voor Onderwijsresearch, 18, 322–330.
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Bromme, R., Stahl, E., Bartholomé, T., Pieschl, S. (2004). The Case of Plant Identification in Biology: When Is a Rose a Rose?. In: Boshuizen, H.P.A., Bromme, R., Gruber, H. (eds) Professional Learning: Gaps and Transitions on the Way from Novice to Expert. Innovation and Change in Professional Education, vol 2. Springer, Dordrecht. https://doi.org/10.1007/1-4020-2094-5_3
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DOI: https://doi.org/10.1007/1-4020-2094-5_3
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