Modeling competencies for supporting work-integrated learning in knowledge work

Purpose – The purpose of this paper is to suggest a way to support work‐integrated learning for knowledge work, which poses a great challenge for current research and practice.Design/methodology/approach – The authors first suggest a workplace learning context model, which has been derived by analyzing knowledge work and the knowledge sources used by knowledge workers. The authors then focus on the part of the context that specifies competencies by applying the competence performance approach, a formal framework developed in cognitive psychology. From the formal framework, a methodology is then derived of how to model competence and performance in the workplace. The methodology is tested in a case study for the learning domain of requirements engineering.Findings – The Workplace Learning Context Model specifies an integrative view on knowledge workers' work environment by connecting learning, work and knowledge spaces. The competence performance approach suggests that human competencies be formalized with...

[1]  Stefanie N. Lindstaedt,et al.  Kooperatives Lernen in Organisationen , 2004, CSCL-Kompendium.

[2]  P. Drucker Post-Capitalist Society , 1993 .

[3]  Klaus Korossy,et al.  Modeling Knowledge as Competence and Performance , 1999 .

[4]  Gerald R. Adams,et al.  Book Review: Primary Prevention Practices.Martin Bloom. (1996). Thousand Oaks, CA: Sage Publications, Inc. , 1998, Journal of Primary Prevention.

[5]  Isabel F. Cruz,et al.  Ontology Alignment for Real-World Applications , 2004, DG.O.

[6]  J W Hedge,et al.  Personnel selection. , 1997, Annual review of psychology.

[7]  Jonathan D. Pollack,et al.  Endnotes , 2004, Architectural Rhetoric in Shakespeare and Spenser.

[8]  A. Abecker,et al.  Exploiting User and Process Context for Knowledge Management Systems , 2001 .

[9]  Bente Elkjaer,et al.  Learning and getting to know: the case of knowledge workers , 2000 .

[10]  A. Dengel,et al.  Supporting Competency Development in Informal Workplace Learning , 2005 .

[11]  M. Villano,et al.  Introduction to knowledge spaces: How to build, test, and search them , 1990 .

[12]  Ulrich Remus Prozessorientiertes Wissensmanagement. Konzepte und Modellierung , 2002 .

[13]  Gifford,et al.  The Rise and Fall of Bureaucracy , 1996 .

[14]  P. C. Green Building Robust Competencies: Linking Human Resource Systems to Organizational Strategies , 1999 .

[15]  P. T. van den Berg Competencies for work domains in business computer science , 1998 .

[16]  Norbert Gronau,et al.  Modellierung von wissensintensiven Geschäftsprozessen mit der Beschreibungssprache K-Modeler , 2003, Wissensmanagement.

[17]  Thomas R. Gruber,et al.  Toward principles for the design of ontologies used for knowledge sharing? , 1995, Int. J. Hum. Comput. Stud..

[18]  Dietrich Albert,et al.  RATH - A Relational Adaptive Tutoring Hypertext WWW-Environment Based on Knowledge Space Theory , 1997 .

[19]  Dietrich Albert,et al.  Applying Competence Prerequisite Structures for eLearning and Skill Management , 2003, J. Univers. Comput. Sci..

[20]  Jean-Claude Falmagne,et al.  Knowledge spaces , 1998 .

[21]  Tobias Ley,et al.  Quality Criteria for Competency Assignments: Examples from a Project Management Case Study , 2004, GI Jahrestagung.

[22]  Veronique Heiwy,et al.  Using semantic web for the reuse of learning objects , 2006, Int. J. Knowl. Learn..

[23]  Andreas Schmidt Context-steered learning: the learning in process approach , 2004, IEEE International Conference on Advanced Learning Technologies, 2004. Proceedings..

[24]  Andrea De Lucia,et al.  The Art and Science of Competency Models: Pinpointing Critical Success Factors in Organizations , 1999 .

[25]  Franz Lehner Marktanalyse zum Angebot an Skill-Management-Systemen , 2004, GI Jahrestagung.

[26]  Miguel-Angel Sicilia Semantic learning designs: recording assumptions and guidelines , 2006, Br. J. Educ. Technol..

[27]  Tobias Ley,et al.  Identifying Employee Competencies in Dynamic Work Domains: Methodological Considerations and a Case Study , 2003, J. Univers. Comput. Sci..

[28]  M. Sicilia Ontology-Based Competency Management: Infrastructures for the Knowledge Intensive Learning Organization , 2005 .

[29]  Miltiadis D. Lytras,et al.  Towards the development of a novel taxonomy of knowledge management systems from a learning perspective: an integrated approach to learning and knowledge infrastructures , 2006, J. Knowl. Manag..

[30]  Dietrich Albert,et al.  Competency Management using the Competence Performance Approach: Modeling, Assessment, Validation, and Use , 2007 .

[31]  T. Athey,et al.  Emerging competency methods for the future , 1999 .

[32]  August-Wilhelm Scheer,et al.  ARIS - Business Process Modeling , 1998 .