Skip to main content

Complex Problem-Solving in a Changing World: Bridging Domain-Specific and Transversal Competence Demands in Vocational Education

  • Chapter
  • First Online:
Competence-based Vocational and Professional Education

Abstract

The general aim of today’s vocational and professional education is the preparation of individuals for the world of work. In this chapter, the following issues are explored: (1) current trends in cognitive skill assessment, (2) benefits of relating them to well-established approaches to learning and instruction in vocational education and (3) recent developments in (large-scale) assessment of competencies in that education sector. More specifically, assessment approaches are studied which originate in cognitive psychology that utilize computer-simulated microworlds for the estimation of skills directed at an individuals’ interaction with complex problem situations (in which complex problem-solving – or CPS – competence is needed). We inquire whether and how vocational and professional education and the accompanying research can utilize some of the underlying principles and problem features from CPS research and vice versa, such as the inclusion of an assessment directed at the procedural aspects of competence, the inclusion of so-called wicked problems in assessment or the role of domain-specific knowledge in solving complex problems. To this end, we present positive examples from different areas of application in vocational education, highlight benefits of an integration of insights for both competence-based vocational and professional education and complex problem-solving research and discuss the potential and need for future research.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 299.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 379.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 379.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Abele, S., Greiff, S., Gschwendtner, T., Wüstenberg, S., Nickolaus, R., Nitzschke, A., & Funke, J. (2012). Dynamische Problemlösekompetenz: Ein bedeutsamer Prädiktor von Problemlöseleistungen in technischen Anforderungskontexten? Zeitschrift für Erziehungswissenschaft, 15(2), 363–391.

    Article  Google Scholar 

  • Amelung, D., & Funke, J. (2013). Dealing with the uncertainties of climate engineering: Warnings from a psychological complex problem solving perspective. Technology in Society, 35(1), 32–40.

    Article  Google Scholar 

  • Autor, D. H., & Dorn, D. (2013). The growth of low-skill service jobs and the polarization of the US labor market. The American Economic Review, 103(5), 1553–1597.

    Article  Google Scholar 

  • Autor, D. H., & Price, B. (2013). The changing task composition of the US labor market: An update of autor, levy and murnane (2003). Cambridge: MIT. 2013: unpublished manuscript.

    Google Scholar 

  • Autor, D. H., Levy, F., & Murnane, R. J. (2003). The skill content of recent technological change: An empirical exploration. The Quarterly Journal of Economics, 118(4), 1279–1333.

    Article  Google Scholar 

  • Baethge, M., Arends, L., Schelten, A., Barke, A., Muller, M., Nickolaus, R., …, Wittmann, E. (2009). Feasibility study VET-LSA: A comparative analysis of occupational profiles and VET programmes in 8 European countries – International report (Vol. 8). Bonn: Federal Ministry of Education and Research.

    Google Scholar 

  • Baggen, Y., Mainert, J., Lans, T., Biemans, H., Greiff, S., & Mulder, M. (2015). Linking complex problem solving to opportunity identification competence within the context of entrepreneurship. International Journal of Lifelong Education, 34(4), 412–429.

    Article  Google Scholar 

  • Bartram, D. (2005). The great eight competencies: A criterion-centric approach to validation. Journal of Applied Psychology, 90(6), 1185–1203.

    Article  Google Scholar 

  • Baumgarten, D., Geishecker, I., & Görg, H. (2010). Offshoring, tasks, and the skill-wage pattern. CEGE Discussion paper, 98.

    Google Scholar 

  • Becker, S. O., Ekholm, K., & Muendler, M.-A. (2013). Offshoring and the onshore composition of tasks and skills. Journal of International Economics, 90(1), 91–106.

    Article  Google Scholar 

  • Beckmann, J. F., & Goode, N. (2013). The benefit of being naïve and knowing it: the unfavourable impact of perceived context familiarity on learning in complex problem solving tasks. Instructional Science, 42, 1–20.

    Google Scholar 

  • Biemans, H., Nieuwenhuis, L., Poell, R., Mulder, M., & Wesselink, R. (2004). Competence-based VET in the Netherlands: Background and pitfalls. Journal of Vocational Education & Training, 56(4), 523–538.

    Article  Google Scholar 

  • Billett, S. (2011). Vocational education: Purposes, traditions and prospects. Dordrecht: Springer.

    Book  Google Scholar 

  • Birenbaum, M., Breuer, K., Cascallar, E., Dochy, F., Dori, Y., Ridgway, J., Wiesemes, R., & Nickmans, G. (2006). A learning integrated assessment system. Educational Research Review, 1(1), 61–67.

    Google Scholar 

  • Blech, C., & Funke, J. (2006). Zur Reaktivität von Kausaldiagramm-Analysen beim komplexen Problemlösen. Zeitschrift Für Psychologie, 214(4), 185–195.

    Article  Google Scholar 

  • Blok, V., & Lemmens, P. (2015). The emerging concept of responsible innovation. Three reasons why it is questionable and calls for a radical transformation of the concept of innovation. In B.-J. Koops, I. Oosterlaken, H. Romijn, T. Swierstra, & J. van den Hoven (Eds.), Responsible innovation 2 (pp. 19–35). Cham: Springer.

    Google Scholar 

  • BMBF. (2011). Berufsbildungsbericht 2011. Bonn: Bundesministerium für Bildung und Forschung.

    Google Scholar 

  • Boreham, N. (2002). Work process knowledge, curriculum control and the work-based route to vocational qualifications. British Journal of Educational Studies, 50(2), 225–237.

    Article  Google Scholar 

  • Brehmer, B. (2005). Micro-worlds and the circular relation between people and their environment. Theoretical Issues in Ergonomics Science, 6(1), 73–93.

    Article  Google Scholar 

  • Brockmann, M., Clarke, L., Méhaut, P., & Winch, C. (2008a). Competence-based Vocational Education and Training (VET): The cases of England and France in a European perspective. Vocations and Learning, 1(3), 227–244.

    Article  Google Scholar 

  • Brockmann, M., Clarke, L., & Winch, C. (2008b). Knowledge, skills, competence: European divergences in vocational education and training (VET)—the English, German and Dutch cases. Oxford Review of Education, 34(5), 547–567.

    Article  Google Scholar 

  • Cascio, W. F. (1995). Whither industrial and organizational psychology in a changing world of work? American Psychologist, 50(11), 928.

    Article  Google Scholar 

  • Danner, D., Hagemann, D., Holt, D. V., Hager, M., Schankin, A., Wüstenberg, S., & Funke, J. (2011). Measuring performance in dynamic decision making. Journal of Individual Differences, 32(4), 225–233.

    Article  Google Scholar 

  • Dentonia, D., Blok, V., Lans, T., & Wesselink, R. (2012). Developing human capital for agri-food firms’ multi-stakeholder interactions. International Food and Agribusiness Management Review, 1, 61–68.

    Google Scholar 

  • Ederer, P., Warnke, A. J., Greiff, S., & Schuller, P. (2014). Dynamisches Problemlösen stärkt Innovationskompetenz. In B. Rosenberg (Ed.), Strategisches personalmanagement (pp. 50–65). Wiesbaden: Gabler.

    Google Scholar 

  • Fischer, A. (2015). Assessment of problem solving skills by means of multiple complex systems – Validity of finite automata and linear dynamic systems. University of Heidelberg: Dissertation thesis.

    Google Scholar 

  • Fischer, A., & Neubert, J. C. (2015). The multiple faces of complex problems: A model of complex problem solving competency and its assessment. Journal of Dynamic Decision Making, 1(6), 1–14.

    Google Scholar 

  • Fischer, A., Greiff, S., & Funke, J. (2012). The process of solving complex problems. Journal of Problem Solving, 4(1), 19–42.

    Article  Google Scholar 

  • Frensch, P. A., & Funke, J. (1995). Complex problem solving: The European perspective. Hillsdale: Erlbaum.

    Google Scholar 

  • Funke, J. (2001). Dynamic systems as tools for analysing human judgement. Thinking & Reasoning, 7(1), 69–89.

    Article  Google Scholar 

  • Goos, M., Manning, A., & Salomons, A. (2009). Job polarization in Europe. The American Economic Review, 99(2), 58–63.

    Article  Google Scholar 

  • Greiff, S., & Neubert, J. C. (2014). On the relation of complex problem solving, personality, fluid intelligence, and academic achievement. Learning and Individual Differences, 36, 37–48.

    Article  Google Scholar 

  • Greiff, S., Wüstenberg, S., & Funke, J. (2012). Dynamic problem solving: A new assessment perspective. Applied Psychological Measurement, 36(3), 189–213.

    Article  Google Scholar 

  • Greiff, S., Wüstenberg, S., Molnár, G., Fischer, A., Funke, J., & Csapó, B. (2013). Complex problem solving in educational contexts—Something beyond g: Concept, assessment, measurement invariance, and construct validity. Journal of Educational Psychology, 105(2), 364–379.

    Article  Google Scholar 

  • Greiff, S., Kretzschmar, A., Müller, J. C., Spinath, B., & Martin, R. (2014). Computer-based assessment of complex problem solving in educational contexts and how it is influenced by students’ level of information and communication technology literacy. Journal of Educational Psychology, 106(3), 666–680.

    Article  Google Scholar 

  • Greiff, S., Neubert, J. C., Niepel, C., & Ederer, P. (2015). Problem solving—facilitating the utilization of a concept towards lifelong education. International Journal of Lifelong Education, 34(4), 373–375.

    Article  Google Scholar 

  • Griffin, P., McGaw, B., & Care, E. (Eds.). (2012). Assessment and teaching of 21st century skills. New York: Springer.

    Google Scholar 

  • Gschwendtner, T., Abele, S., & Nickolaus, R. (2009). Computersimulierte Arbeitsproben: Eine Validierungsstudie am Beispiel der Fehlerdiagnoseleistungen von Kfz-Mechatronikern. Zeitschrift Für Berufs- Und Wirtschaftspädagogik, 105(4), 557–578.

    Google Scholar 

  • Honebein, P. C., Duffy, T. M., & Fishman, B. J. (1993). Constructivism and the Design of Learning Environments: Context and Authentic Activities for Learning. In T. M. Duffy, J. Lowyck, D. H. Jonassen, & T. M. Welsh (Eds.), Designing environments for constructive learning (pp. 87–108). Berlin/Heidelberg: Springer.

    Google Scholar 

  • Ikenaga, T., & Kambayashi, R. (2010). Long-term trends in the polarization of the Japanese labor market: The increase of non-routine task input and its valuation in the labor market. Hitotsubashi University Institute of Economic Research Working Paper.

    Google Scholar 

  • Kersting, M. (2001). Zur Konstrukt- und Kriteriumsvalidität von Problemlöseszenarien anhand der Vorhersage von Vorgesetztenurteilen über die berufliche Bewährung. Diagnostica, 47(2), 67–76.

    Article  Google Scholar 

  • Kersting, M., & Süß, H.-M. (1995). Kontentvalide Wissensdiagnostik und Problemlösen: Zur Entwicklung, testtheoretischen Begründung und empirischen Bewährung eines problemspezifischen Diagnoseverfahrens. Zeitschrift Für Pädagogische Psychologie, 9(2), 83–94.

    Google Scholar 

  • Klein, G. (2008). Naturalistic decision making. Human Factors: The Journal of the Human Factors and Ergonomics Society, 50(3), 456–460.

    Article  Google Scholar 

  • Klein, G., Orasanu, J., Calderwood, R., & Zsambok, C. E. (1993). Decision making in action: Models and methods. Norwood: Ablex.

    Google Scholar 

  • Kretzschmar, A., Neubert, J., & Greiff, S. (2014). Komplexes Problemlösen, schulfachliche Kompetenzen und ihre Relation zu Schulnoten. Zeitschrift für Pädagogische Psychologie, 28(4), 205–215.

    Article  Google Scholar 

  • Lans, T., Blok, V., & Wesselink, R. (2014). Learning apart and together: Towards an integrated competence framework for sustainable entrepreneurship in higher education. Journal of Cleaner Production, 62, 37–47.

    Article  Google Scholar 

  • Mulder, M. (2001). Competence development: Some background thoughts. The Journal of Agricultural Education and Extension, 7(4), 147–158.

    Article  Google Scholar 

  • Naikar, N., Moylan, A., & Pearce, B. (2006). Analysing activity in complex systems with cognitive work analysis: Concepts, guidelines and case study for control task analysis. Theoretical Issues in Ergonomics Science, 7(4), 371–394.

    Article  Google Scholar 

  • National Research Council. (2012). Education for life and work: Developing transferable knowledge and skills in the 21st century. In J. W. Pellegrino & M. L. Hilton (Eds.), Committee on defining deeper learning and 21st century skills. Washington, DC: The National Academies Press.

    Google Scholar 

  • Neubert, J. C., Kretzschmar, A., Wüstenberg, S., & Greiff, S. (2014). Extending the assessment of complex problem solving to finite state automata: Embracing heterogeneity. European Journal of Psychological Assessment, 31, 181–194.

    Article  Google Scholar 

  • Neubert, J. C., Mainert, J., Kretzschmar, A., & Greiff, S. (2015). The assessment of 21st century skills in industrial and organizational psychology: Complex and collaborative problem solving. Industrial and Organizational Psychology: Perspectives on Science and Practice, 8(2), 238–268.

    Article  Google Scholar 

  • Nickolaus, R. (2011). Die Erfassung fachlicher Kompetenzen und ihrer Entwicklungen in der beruflichen Bildung – Forschungsstand und Perspektiven. In O. Zlatkin-Troitschanskaia (Ed.), Stationen Empirischer Bildungsforschung (pp. 331–351). Wiesbaden: VS Verlag für Sozialwissenschaften.

    Chapter  Google Scholar 

  • Nickolaus, R., Geißel, B., Abele, S., & Nitschke, A. (2011). Fachkompetenzmodellierung und Fachkompetenzentwicklung bei Elektronikern für Energie- und Gebäudetechnik im Verlauf der Ausbildung – Ausgewählte Ergebnisse einer Längsschnittstudie. Zeitschrift Für Berufs- Und Wirtschaftspädagogik, 25, 55–94.

    Google Scholar 

  • Novick, L. R., & Bassok, M. (2005). Problem solving. In K. J. Holyoak & R. G. Morrison (Eds.), The Cambridge handbook of thinking and reasoning (pp. 321–349). New York: Cambridge University Press.

    Google Scholar 

  • OECD. (2010). PISA 2009 results: What students know and can do: Student performance in mathematics, reading and science (volume I). Paris: OECD Publishing.

    Book  Google Scholar 

  • OECD. (2014). PISA 2012 results: Creative problem solving (volume V). Paris: OECD Publishing.

    Book  Google Scholar 

  • Osman, M. (2010). Controlling uncertainty: A review of human behavior in complex dynamic environments. Psychological Bulletin, 136(1), 65–86.

    Article  Google Scholar 

  • Peterson, H. C. (2009). Transformational supply chains and the “wicked problem” of sustainability: Aligning knowledge, innovation, entrepreneurship, and leadership. Journal on Chain and Network Science, 9(2), 71–82.

    Article  Google Scholar 

  • Reetz, L. (1999). Zum Zusammenhang von Schlüsselqualifikationen – Kompetenzen – Bildung. In Bundeszentrale für politische Bildung (Ed.), Aus Politik und Zeitgeschichte. (Vol. 37, pp. 13–20). Bonn: Bundeszentrale für politische Bildung.

    Google Scholar 

  • Rittel, H. W. J., & Webber, M. M. (1973). Dilemmas in a general theory of planning. Policy Sciences, 4(2), 155–169.

    Article  Google Scholar 

  • Rollett, W. (2008). Strategieeinsatz, erzeugte Information und Informationsnutzung bei der Exploration und Steuerung komplexer dynamischer Systeme. Münster: LIT.

    Google Scholar 

  • Roth, W.-M. (1998). Situated cognition and assessment of competence in science. Evaluation and Program Planning, 21(2), 155–169.

    Article  Google Scholar 

  • Scherbaum, C. A., Goldstein, H. W., Yusko, K. P., Ryan, R., & Hanges, P. J. (2012). Intelligence 2.0: Reestablishing a research program on g in I–O psychology. Industrial and Organizational Psychology, 5(2), 128–148.

    Article  Google Scholar 

  • Scherer, R., & Tiemann, R. (2012). Factors of problem-solving competency in a virtual chemistry environment: The role of metacognitive knowledge about strategies. Computers & Education, 59(4), 1199–1214.

    Article  Google Scholar 

  • Segers, M., & Dochy, F. (2001). New assessment forms in problem-based learning: The value-added of the students’ perspective. Studies in Higher Education, 26(3), 327–343.

    Google Scholar 

  • Shane, S. (2000). Prior knowledge and the discovery of entrepreneurial opportunities. Organization Science, 11(4), 448–469.

    Article  Google Scholar 

  • Sonnleitner, P., Keller, U., Martin, R., & Brunner, M. (2013). Students’ complex problem-solving abilities: Their structure and relations to reasoning ability and educational success. Intelligence, 41(5), 289–305.

    Article  Google Scholar 

  • Spitz‐Oener, A. (2006). Technical change, job tasks, and rising educational demands: Looking outside the wage structure. Journal of Labor Economics, 24(2), 235–270.

    Article  Google Scholar 

  • Spöttl, G., & Musekamp, F. (this volume). Competence modeling and measurement in engineering mechanics. In M. Mulder & J. Winterton (Eds.), Competence-based vocational and professional education. Bridging the world of work and education. Cham: Springer.

    Google Scholar 

  • Ștefӑnicӑ, F., Abele, S., Walker, F., & Nickolaus, R. (this volume). Modeling, measurement and development of professional competence in industrial-technical professions. In M. Mulder & J. Winterton (Eds.), Competence-based vocational and professional education. Bridging the world of work and education. Cham: Springer.

    Google Scholar 

  • Süß, H.-M. (1996). Intelligenz, Wissen und Problemlösen. Kognitive Voraussetzungen für erfolgreiches Handeln bei computersimulierten Problemen. Göttingen: Hogrefe.

    Google Scholar 

  • U.S. Department of Labor, Bureau of Labor Statistics. (1976). Occupational outlook handbook, 1976–77 edition (Bulletin of the United States Bureau of Labor Statistics No. 1875). Washington, DC: Bureau of Labor Statistics.

    Google Scholar 

  • U.S. Department of Labor, Bureau of Labor Statistics. (2000). Occupational Outlook Handbook, 2000–01 Edition (Bulletin of the United States Bureau of Labor Statistics No. 2520). Washington, DC: Bureau of Labor Statistics.

    Google Scholar 

  • Vicente, K. J. (1999). Cognitive work analysis: Toward safe, productive, and healthy computer-based work. Mahwah: Lawrence Erlbaum.

    Google Scholar 

  • Vollmeyer, R., Burns, B. D., & Holyoak, K. J. (1996). The impact of goal specificity on strategy use and the acquisition of problem structure. Cognitive Science, 20(1), 75–100.

    Article  Google Scholar 

  • Weick, K. E. (1995). Sensemaking in organizations. Thousand Oaks: Sage.

    Google Scholar 

  • Weick, K. E., & Sutcliffe, K. M. (2007). Managing the unexpected: Resilient performance in an age of uncertainty (2nd ed.). San Francisco: Jossey-Bass.

    Google Scholar 

  • Wüstenberg, S., Greiff, S., & Funke, J. (2012). Complex problem solving — More than reasoning? Intelligence, 40, 1–14.

    Article  Google Scholar 

  • Zoanetti, N. (2010). Interactive computer based assessment tasks: How problem-solving process data can inform instruction. Australasian Journal of Educational Technology, 26(5), 585–606.

    Article  Google Scholar 

  • Zsambok, C. E., & Klein, G. (Eds.). (1997). Naturalistic decision making. Hillsdale: Erlbaum.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jonas Neubert .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Neubert, J., Lans, T., Mustafic, M., Greiff, S., Ederer, P. (2017). Complex Problem-Solving in a Changing World: Bridging Domain-Specific and Transversal Competence Demands in Vocational Education. In: Mulder, M. (eds) Competence-based Vocational and Professional Education. Technical and Vocational Education and Training: Issues, Concerns and Prospects, vol 23. Springer, Cham. https://doi.org/10.1007/978-3-319-41713-4_44

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-41713-4_44

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-41711-0

  • Online ISBN: 978-3-319-41713-4

  • eBook Packages: EducationEducation (R0)

Publish with us

Policies and ethics