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Routine Expertise, Adaptive Expertise, and Task and Environmental Influences

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Expertise at Work

Abstract

Organizations are operating in a dynamic landscape, creating unexpected changes to their internal and external environments. Employees must adapt to these changes, while also having to perform routine aspects of tasks. Hence, employees oscillate between adapting to changes and performing within the status-quo, making adaptive expertise increasingly important. Adaptive expertise is the ability to perform at a high level when faced with novel situations, while also exhibiting expert performance for routine tasks that may still be relevant in the novel situation. Employees can develop adaptive expertise on the job if they are presented with an appropriate level of non-routine tasks after performing satisfactorily on routine aspects of their tasks, and if provided with adequate support by their organization. The key is to provide a variety of tasks, which help employees learn to recognize opportunities and develop creative skills. These learning experiences provide employees with opportunities to create new knowledge and tools, and to combine them in novel ways, thus dealing appropriately with changes in their dynamic environment. This chapter explores how adaptive expertise can be developed through informal learning and focuses on the importance of adaptive expertise for organizations operating in increasingly dynamic environments. We argue that the importance of adaptive expertise for organizations lies in their ability to recognize opportunities and through this adopt innovative work behaviors.

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References

  • Arts, J. A., Gijselaers, W. H., & Boshuizen, H. (2006). Understanding managerial problem-solving, knowledge use and information processing: Investigating stages from school to the workplace. Contemporary Educational Psychology, 31(4), 387–410.

    Article  Google Scholar 

  • Barnett, S. M., & Ceci, S. J. (2002). When and where do we apply what we learn? A taxonomy for far transfer. Psychological Bulletin, 128(4), 612–637.

    Article  Google Scholar 

  • Barnett, S. M., & Koslowski, B. (2002). Adaptive expertise: Effects of type of experience and the level of theoretical understanding it generates. Thinking & Reasoning, 8, 237–267.

    Article  Google Scholar 

  • Bohle Carbonell, K., Könings, K. D., Segers, M., & van Merriënboer, J. J. G. (2016). Measuring adaptive expertise: Development and validation of an instrument. European Journal of Work and Organizational Psychology, 25, 167–180.

    Article  Google Scholar 

  • Bohle Carbonell, K., Stalmeijer, R. E., Könings, K. D., Segers, M., & Van Merriënboer, J. J. G. (2014). How experts deal with novel situations: A review of adaptive expertise. Educational Research Review, 12, 14–29.

    Article  Google Scholar 

  • Bohle Carbonell, K., & van Merriënboer, J. J. G. (2019). What is adaptive expertise. In P. Ward, J. M. Scraagen, J. Gore, & E. M. Roth (Eds.), The Oxford handbook of expertise (pp. 262–290). Oxford, UK: Oxford University Press.

    Google Scholar 

  • Bransford, J. D., Brown, A. L., & Cocking, R. R. (2000). How people learn: Brain, mind, experience, and school. Washington, DC: National Academy Press.

    Google Scholar 

  • Brynjolfsson, E., & Mcafee, A. (2014). The second machine age: Work, progress, and prosperity in a time of brilliant technologies. New York: Norton & Company.

    Google Scholar 

  • Chi, M. T. H. (2011). Theoretical perspectives, methodological approaches, and trends in the study of expertise. In Y. Li & G. Kaiser (Eds.), Expertise in mathematics instruction: An international perspective (pp. 17–39). New York: Springer.

    Chapter  Google Scholar 

  • Cronin, M. A., & Weingart, L. R. (2007). Representational gaps, information processing, and conflict in functionally diverse teams. Academy of Management Review, 32(3), 761–773.

    Article  Google Scholar 

  • Dane, E. (2010). Reconsidering the trade-off between expertise and flexibility: A cognitive entrenchment perspective. Academy of Management Review, 35, 579–603.

    Google Scholar 

  • Eisenhardt, K. M., & Martin, J. A. (2000). Dynamic capabilities: What are they. Strategic Management Journal, 21(10/11), 1105–1121.

    Article  Google Scholar 

  • Elliot, A. J., & McGregor, H. A. (2001). A 2 X 2 achievement goal framework. Journal of Personality and Social Psychology, 80(3), 501–519.

    Article  Google Scholar 

  • Ellström, P. (2001). Integrating learning and work: Problems and prospects. Human Resource Development Quarterly, 12(4), 421–435.

    Article  Google Scholar 

  • Ericsson, K. A. (1998). The scientific study of expert levels of performance: General implications for optimal learning and creativity. High Ability Studies, 9(1), 75–100.

    Article  Google Scholar 

  • Ericsson, K. A. (2006). The Cambridge handbook of expertise and expert performance. Cambridge, UK: Cambridge University Press.

    Book  Google Scholar 

  • Ericsson, K. A. (2009). Enhancing the development of professional performance: Implications from the study of deliberate practice. In K. A. Ericsson (Ed.), Development of professional expertise: Toward measurement of expert performance and design of optimal learning environments (pp. 405–431). Cambridge, UK: Cambridge University Press.

    Chapter  Google Scholar 

  • Ericsson, K. A., Krampe, R. T., & Tesch-Römer, C. (1993). The role of deliberate practice in the acquisition of expert performance. Psychological Review, 100(3), 363–406.

    Article  Google Scholar 

  • Ericsson, K. A., & Lehmann, A. C. (1996). Expert and exceptional performance: Evidence of maximal adaptation to task constraints. Annual Review of Psychology, 47(1), 273–305.

    Article  Google Scholar 

  • Fiske, S. T., & Taylor, S. E. (1991). McGraw-Hill series in social psychology. Social cognition (2nd ed.). New York: McGraw-Hill Book Company.

    Google Scholar 

  • Frie, L. S., Potting, K. C. J. M., Sjoer, E., van der Heijden, B. I. J. M., & Korzilius, H. P. L. M. (2019). How flexperts deal with changing expertise demands: A qualitative study into the processes of expertise renewal. Human Resource Development Quarterly, 30(1), 61–79.

    Article  Google Scholar 

  • Hatano, G., & Inagaki, K. (1986). Two courses of expertise. In H. Stevenson, H. Azuma, & K. Hakuta (Eds.), Child development and education in Japan (pp. 262–272). New York: W. H. Freeman.

    Google Scholar 

  • Hatano, G., & Oura, Y. (2003). Commentary: Reconceptualizing school learning using insight from expertise research. Educational Researcher, 32, 26–29.

    Article  Google Scholar 

  • Holyoak, K. J. (2012). Analogy and relational reasoning. In K. J. Holyoak & R. G. Morrison (Eds.), The Oxford handbook of thinking and reasoning (pp. 234–259). Oxford, UK: Oxford University Press.

    Chapter  Google Scholar 

  • Jonassen, D. H., & Hernandez-Serrano, J. (2002). Case-based reasoning and instructional design: Using stories to support problem solving. Educational Technology Research and Development, 50(2), 65–77.

    Article  Google Scholar 

  • Joung, W., Crawford, S., Hesketh, B., Kirkpatrick, T., Dewsnap, G., & Neal, A. (2003). Using error training to enhance adaptive performance in firefighter decision-making. Australian Journal of Psychology, 55, 132.

    Google Scholar 

  • Joung, W., Hesketh, B., & Neal, A. (2006). Using “war stories” to train for adaptive performance: Is it better to learn from error or success? Applied Psychology, 55(2), 282–302.

    Article  Google Scholar 

  • Kahneman, D. (2011). Thinking, fast and slow. New York: Farrar, Straus and Giroux.

    Google Scholar 

  • Klein, G.A., & Calderwood, R. (1988). How do people use analogs to make decisions? In J. Kolodner (Ed.),Proceedings Workshop on Case-Based Reasoning (DARPA). San Mateo, CA: Morgan Kaufmann.

    Google Scholar 

  • Lajoie, S. P. (2009). Developing professional expertise with a cognitive apprenticeship model: Example from avionics and medicine. In K. A. Ericsson (Ed.), Development of professional expertise: Toward measurement of expert performance and design of optimal learning environments (pp. 61–83). Cambridge, UK: Cambridge University Press.

    Chapter  Google Scholar 

  • Louis, M. R., & Sutton, R. I. (1991). Switching cognitive gears: From habits of mind to active thinking. Human Relations, 44(1), 55–76.

    Article  Google Scholar 

  • Macnamara, B. N., & Maitra, M. (2019). The role of deliberate practice in expert performance: Revisiting Ericsson, Krampe & Tesch-Römer (1993). Royal Society Open Science, 6(8), 190327.

    Article  Google Scholar 

  • Martin, L., & Schwartz, D. L. (2009). Prospective adaptation in the use of external representations. Cognition and Instruction, 27, 370–400.

    Article  Google Scholar 

  • Mendenhall, M., & Oddou, G. (1985). The dimensions of expatriate acculturation: A review. The Academy of Management Review, 10(1), 39.

    Article  Google Scholar 

  • Mylopoulos, M., & Scardamalia, M. (2008). Doctors’ perspectives on their innovations in daily practice: Implications for knowledge building in health care. Medical Education, 42, 975–981.

    Article  Google Scholar 

  • O’Neil, H. F., Lang, J., Perez, R. S., Escalante, D., & Fox, F. S. (2014). What is cognitive readiness? In H. F. O'Neil, R. S. Perez, & E. L. Baker (Eds.), Teaching and measuring cognitive readiness (pp. 3–23). New York: Springer.

    Chapter  Google Scholar 

  • Olsen, S. E., & Rasmussen, J. (1989). The reflective expert and the prenovice: Notes on skill-, rule-, and knowledge-based performance in the setting of instruction and training. In L. Bainbridge & S. A. Ruiz-Quintanilla (Eds.), Developing skills with information technology (pp. 9–33). Chichester, UK: Wiley.

    Google Scholar 

  • Paas, F. G. W. C., & van Merriënboer, J. J. G. (1994). Variability of worked examples and transfer of geometrical problem-solving skills: A cognitive-load approach. Journal of Educational Psychology, 86(1), 122–133.

    Article  Google Scholar 

  • Raufaste, E., Eyrolle, H., & Mariné, C. (1998). Pertinence generation in radiological diagnosis: Spreading activation and the nature of expertise. Cognitive Science, 22(4), 517–546.

    Article  Google Scholar 

  • Schrage, M. (2013, August 20). Just how valuable is Google’s “20% time”? Harvard Business Review. Retrieved from https://hbr.org/2013/08/just-how-valuable-is-googles-2-1

  • Schraub, E. M., Stegmaier, R., & Sonntag, K. (2011). The effect of change on adaptive performance: Does expressive suppression moderate the indirect effect of strain? Journal of Change Management, 11(1), 21–44.

    Article  Google Scholar 

  • Schreyögg, G., & Sydow, J. (2010). Organizing for fluidity? Dilemmas of new organizational forms. Organization Science, 21(6), 1251–1262.

    Article  Google Scholar 

  • Schwartz, D. L., Bransford, J. D., & Sears, D. (2005). Innovation and efficiency in learning and transfer. In J. P. Mestre (Ed.), Transfer of learning from a modern multidisciplinary perspective (pp. 1–51). Greenwich, CT: Information Age Publishing.

    Google Scholar 

  • Schwartz, D. L., Brophy, S., Lin, X., & Bransford, J. D. (1999). Software for managing complex learning: Examples from an educational psychology course. Educational Technology Research and Development, 47(2), 39–59.

    Article  Google Scholar 

  • Shanteau, J. (1992). Competence in experts: The role of task characteristics. Organizational Behavior and Human Decision Processes, 53, 252–266.

    Article  Google Scholar 

  • van der Heijden, B. I. J. M. (1998). The measurement and development of professional expertise throughout the career – A retrospective study among higher level Dutch professionals (Unpublished doctoral dissertation). University of Twente, Enschede, Netherlands.

    Google Scholar 

  • van Merriënboer, J. J. G., Clark, R., & de Croock, M. (2002). Blueprints for complex learning: The 4C/ID-model. Educational Technology Research and Development, 50(2), 39–61.

    Article  Google Scholar 

  • van Merriënboer, J. J. G., Jelsma, O., & Paas, F. G. W. C. (1992). Training for reflective expertise: A four-component instructional design model for complex cognitive skills. Educational Technology Research and Development, 40(2), 23–43.

    Article  Google Scholar 

  • Ward, P., Gore, J., Hutton, R., Conway, G. E., & Hoffman, R. R. (2018). Adaptive skill as the conditio sine qua non of expertise. Journal of Applied Research in Memory and Cognition, 7(1), 35–50.

    Article  Google Scholar 

  • Wiggins, R. R., & Ruefli, T. W. (2005). Schumpeter’s ghost: Is hypercompetition making the best of times shorter? Strategic Management Journal, 26(10), 887–911.

    Article  Google Scholar 

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Acknowledgment

We would like to thank the editors and Jeroen van Merriënboer for their feedback on an earlier version of our book chapter.

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Correspondence to Katerina Bohle Carbonell .

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Bohle Carbonell, K., Dailey-Hebert, A. (2021). Routine Expertise, Adaptive Expertise, and Task and Environmental Influences. In: Germain, ML., Grenier, R.S. (eds) Expertise at Work. Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-030-64371-3_3

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