A theoretical framework for knowledge transfer in process redesign

Abstract

Business process redesign has become commonplace in today's organizations. A frequently overlooked consequence of process redesign is the learning barriers it creates for individuals who have to change the way they perform their work tasks. One way to overcome these barriers is through a process of knowledge transfer, wherein individuals apply their knowledge of existing work tasks to learn new work tasks. While transfer may facilitate learning through reuse of existing knowledge, it may also impede learning. Drawing on theories of task knowledge and analogical learning, this paper presents a task script framework and associated research propositions for knowledge transfer in process redesign. The framework is illustrated in the context of a real-world example, and implications for research and practice are discussed.

References

1. Alavi, M. and Leidner, D. E. (2001). "Review: Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues," MIS Quarterly, Vol. 25, No.1, pp. 107--136.
2. Arthur, W., Bennet, W., Stanush, P. L. and McNelly, T. L. (1998). "Factors That Influence Skill Decay and Retention: A Quantitative Review and Analysis," Human Performance, Vol. 11, pp. 79--86.
3. Baldwin, T. T. and Ford, J. K. (1988). "Transfer of Training: A Review and Directions for Future Research," Personnel Psychology, Vol. 41, No.1, pp. 63--105.
4. Bashein, B. J., Markus, M. L. and Riley, P. (1994). "Preconditions for Bpr Success and How to Prevent Failures," Information Systems Management, Vol. 11, No.2, pp. 7--13.
5. Bernstein, A., Klein, M. and Malone, T. W. (1999). "The Process Recombinator: A Tool for Generating New Business Process Ideas," Proceeding of the 20th International Conference on Information Systems: Association for Information Systems, pp. 178--192.
6. Blanchette, I. and Dunbar, K. (2000). "How Analogies Are Generated: The Roles of Structural and Superficial Similarity," Memory & Cognition, Vol. 28, No.1, pp. 108--124.
7. Blanchette, I. and Dunbar, K. (2001). "Analogy Use in Naturalistic Settings: The Influence of Audience, Emotion and Goals," Memory & Cognition, Vol. 29, No.730--735.
8. Bovair, S., Kieras, D. E. and Polson, P. G. (1990). "The Acquitision and Performance of Text-Editing Skill: A Cognitive Complexity Analysis," Human Computer Interaction, Vol. 5, pp. 1--48.
9. Brandt, D. S. and Uden, L. (2003). "Insight into Mental Models of Novice Internet Searchers," Commun. ACM, Vol. 46, No.7, pp. 133--136.
10. Bransford, J. D., Brown, A. L. and Cocking, R. R. (2000). How People Learn: Brain, Mind, Experience, and School: National Academies Press.
11. Brinkerhoff, R. O. and Montesino, M. U. (1995). "Partnership for Training Transfer: Lessons from a Corporate Study," Human Resources Development Quarterly, Vol. 6, pp. 263--274.
12. Caron, M., Jarvenpaa, S. L. and Stoddard, D. B. (1994). "Business Reengineering at Cigna Corporation: Experiences and Lessons Learned from the First Five Years," MIS Quarterly, Vol. 18, No.3, pp. 233--250.
13. Champy, J. (2006). "People and Process," ACM Queue, Vol. 4, No.2, pp. 34--38.
14. Cheng, P. W. and Holyoak, K. J. (1985). "Pragmatic Reasoning Schemas," Cognitive Psychology, Vol. 17, pp. 391--416.
15. Choi, I., Song, M., Park, C. and Park, N. (2003). "An Xml-Based Process Definition Language for Integrated Process Management," Computers in Industry, Vol. 50, No.1, pp. 85--102.
16. Clement, C. and Gentner, D. (1991). "Systematicity as a Selection Constraint in Analogical Mapping," Cognitive Science, Vol. 15, pp. 89--132.
17. Davenport, T. H. (1993). Process Innovation: Reengineering Work through Information Technology, Boston, Mass: Harvard Business School Press.
18. Davenport, T. H. and Stoddard, D. B. (1994). "Reengineering: Business Change of Mythic Proportions?," MIS Quarterly, Vol. 18, No.2, pp. 121--127.
19. Dunbar, K. (2001). "The Analogical Paradox: Why Analogy Is So Easy in Naturalistic Settings, yet So Difficult in the Psychology Laboratory," in D. Gentner, Holyoak, K. J. and Kokinov, B. (Eds.), Analogy: Perspectives from Cognitive Science: MIT Press.
20. Earl, M. J. (1994). "The New and the Old of Business Process Redesign," The Journal of Strategic Information Systems, Vol. 3, No.1, pp. 5--22.
21. Earl, M. J., Sampler, J. L. and Short, J. E. (1995). "Strategies for Business Process Reengineering: Evidence from Field Studies," Journal of Management Information Systems, Vol. 12, No.1, pp. 31--56.
22. Eason, K. (1988). Information Technology and Organization Change, London: Taylor & Francis.
23. Facteau, J. D., Dobbins, G. H., Russel, J. E. A., Ladd, R. T. and Kudisch, J. D. (1995). "The Influence of General Perceptions for the Training Environment on Pretraining Motivation and Perceived Training Transfer," Journal of Management, Vol. 21, pp. 1--25.
24. Fiske, S. T. and Taylor, S. E. (1991). Social Cognition: McGraw Hill.
25. Fong, G. T. and Nisbett, R. E. (1991). "Immediate and Delayed Transfer of Training Effects in Statistical Reasoning," Journal of Experimental Psychology: General, Vol. 120, No.1, pp. 34--45.
26. Ford, J. K., Kozlowski, S. W. J., Kraiger, K., Salas, E. and Teachout, M. S. (1997). Improving Training Effectiveness in Work Organizations, Mahwah, NJ: Lawrence Erlbaum Associates.
27. Ford, J. K., Quinones, M. A., Sego, D. J. and Sorra, J. S. (1992). "Factors Affecting the Opportunity to Perform Trained Tasks on the Job," Personnel Psychology, Vol. 45, pp. 511--527.
28. Ford, J. K. and Weissbein, D. A. (1997). "Transfer of Training: An Updated Review and Analysis," Performance Improvement Quarterly, Vol. 10, pp. 22--41.
29. Gentner, D. (1983). "Structure-Mapping: A Theoretical Framework for Analogy," Cognitive Science, Vol. 7, pp. 155--170.
30. Gentner, D. (1989). "The Mechanisms of Analogical Transfer," in S. Vosniadou and Ortony, A. (Eds.), Similarity and Analogical Reasoning, Cambridge: Cambridge University Press, pp. 199--124.
31. Gentner, D. and Markman, A. B. (1997). "Structure Mapping in Analogy and Similarity," American Psychologist, Vol. 52, pp. 52.
32. Ghua, S., Grover, V., Kettinger, W. J. and Teng, J. T. C. (1997). "Business Process Change and Organizational Performance: Exploring an Antecedent Model," Journal of Management Information Systems, Vol. 14, No.1, pp. 119--154.
33. Gick, M. L. and Holyoak, K. J. (1983). "Schema Induction and Analogical Transfer," Cognitive Psychology, Vol. 15, pp. 1--38.
34. Gick, M. L. and Holyoak, K. J. (1987). "The Cognitive Basis of Knowledge Transfer," in S. M. Cormier and Hagman, J. D. (Eds.), Transfer of Learning: Contemporary Research and Applications, San Diego, CA: Academic Press, Inc., pp. 9--46.
35. Gioia, D. A. and Poole, P. P. (1984). "Scripts in Organizational Behavior," Academy of Management. The Academy of Management Review, Vol. 9, No.3, pp. 449.
36. Grover, V. (1999). "From Business Reengineering to Business Process Change Management: A Longitudinal Study of Trends and Practices," Engineering Management, IEEE Transactions on, Vol. 46, No.1, pp. 36--46.
37. Grover, V., Jeong, S. R., Kettinger, W. J. and Teng, J. T. C. (1995). "The Implementation of Business Process Reengineering," Journal of Management Information Systems, Vol. 12, No.1, pp. 109--144.
38. Hall, G., Rosenthal, J. and Wade, J. (1993). "How to Make Re-Engineering Work," Harvard Business Review, Vol. 71, No.6, pp. 119--131.
39. Hammer, M. and Champy, J. (1993). Re-Engineering the Corporation: A Manifesto for Business Revolution, New York: Harper Business.
40. Holton, E. F., III and Baldwin, T. T., Eds. (2003). Improving Learning Transfer in Organizations. San Francisco, CA, Jossey-Bass.
41. Holyoak, K. J. and Koh, K. (1987). "Surface and Structural Similarity in Analogical Transfer," Memory and Cognition, Vol. 15, No.4, pp. 332--340.
42. Jia, X.-L., Xu, J.-X., Zhang, Z.-M. and Huang, N.-K. (2003). "The Research on Representation and Processing of Process Knowledge Based on Object-Oriented Modeling," Machine Learning and Cybernetics, 2003 International Conference on, pp. 657--660 Vol.2.
43. Johnson, H. and Hyde, J. (2003). "Towards Modeling Individual and Collaborative Construction of Jigsaws Using Task Knowledge Structures (Tks)," ACM Trans. Comput.-Hum. Interact., Vol. 10, No.4, pp. 339--387.
44. Johnson, H. and Johnson, P. (1991). "Task Knowledge Structures: Psychological Basis and Integration into System Design.," Acta Psychologica, Vol. 78, No.1, pp. 3--26.
45. Johnson, P. (1992). "The Adept User Interface Design Environment," in A. Monk, Diaper, D. and Harrison, M. D. (Eds.), People and Computers Viii, Cambridge: Cambridge University Press.
46. Johnson, P., Johnson, H. and Russell, F. (1988a). "Collecting and Generalising Knowledge Descriptions from Task Analysis," ICL Technical Journal, Vol. 3, No.3, pp. 187--155.
47. Johnson, P., Johnson, H., Waddington, R. and Shouls, A. (1988b). "Task-Related Knowledge Structures: Analysis, Modelling and Application," in D. M. Jones and Winder, R. (Eds.), People and Computers Iv, Manchester: Cambridge University Press, pp. 35--62.
48. Katzenstein, G. and Lerch, F. J. (2000). "Beneath the Surface of Organizational Processes: A Social Representation Framework for Business Process Redesign," ACM Trans. Inf. Syst., Vol. 18, No.4, pp. 383--422.
49. Kettinger, W. J. and Grover, V. (1995). "Special Section: Toward a Theory of Business Process Change Management," Journal of Management Information Systems, Vol. 12, No.1, pp. 9--30.
50. Kettinger, W. J. and Teng, J. T. C. (1997). Business Process Change: A Study of Methodologies, Techniques, and Tools. MIS Quarterly, MIS Quarterly & The Society for Information Mgt. 21: 55.
51. King, W. R. (1994). "Process Reengineering: The Strategic Dimensions," Information Systems Management, Vol. 11, No.2, pp. 71--73.
52. Kraiger, K., Salas, E. and Cannon-Bowers, J. A. (1995). "Measuring Knowledge Organization as a Method for Assessing Learning During Training," Human Factors, Vol. 37, No.4, pp. 804--816.
53. Lord, R. G. and Kernan, M. C. (1987). "Scripts as Determinants of Purposeful Behavior in Organizations," Academy of Management. The Academy of Management Review, Vol. 12, No.2, pp. 265.
54. Malone, T. W., Crowston, K. and Herman, G. A. (2003). Organizing Business Knowledge : The Mit Process Handbook, Cambridge, Mass.: MIT Press.
55. Markman, A. B. and Gentner, D. (2000). "Structure-Mapping in the Comparison Process," American Journal of Psychology, Vol. 113, No.4, pp. 501--538.
56. Markopoulos, P., Pycock, J., Wilson, S. and Johnson, P. (1992). "Adept- a Task Based Design Environment," Hawaii International Conference on System Sciences, pp. 587--597.
57. Mestre, J. P., Ed. (2005). Transfer of Learning from a Modern Multidisciplinary Perspective. Current Perspectives on Cognition, Learning, and Instruction. Greenwich, CT, Information Age Publishing.
58. Niederman, F. and Webster, J. (1998). "Trends in End-User Training: A Research Agenda," Proceedings of the 1998 ACM SIGCPR conference on Computer personnel research, pp. 224--232.
59. Nisbett, R. E., Fong, G. T., Lehman, D. R. and Cheng, P. W. (1987). "Teaching Reasoning," Science, Vol. 238, pp. 625--631.
60. Novick, L. R. (1988). "Analogical Transfer, Problem Similarity, and Expertise," Journal of Experimental Psychology: Learning, Memory, and Cognition, Vol. 14, pp. 510--520.
61. Novick, L. R. (1992). "The Role of Expertise in Solving Arithmetic and Algebra Word Problems by Analogy," in J. I. D. Campbell (Eds.), The Nature and Origins of Mathematical Skills, Amsterdam: Elsevier, pp. 155--188.
62. Palmer, J. (1997). "The Human Organization," Journal of Knowledge Management, Vol. 1, No.4, pp. 294--307.
63. Papavassiliou, G., Ntioudis, S., Mentzas, G. and Abecker, A. (2002). "Business Process Knowledge Modelling: Method and Tool," Database and Expert Systems Applications, 2002. Proceedings. 13th International Workshop on, pp. 138--142.
64. Polson, P. G. (1987). "A Quantitative Theory of Human-Computer Interaction," in J. M. Carroll (Eds.), Interfacing Thought: Cognitive Aspects of Human-Computer Interaction, Cambridge, MA: Bradford Books/MIT Press, pp. 184--235.
65. Polson, P. G. (1988). "The Consequences of Consistent and Inconsistent User Interfaces," in R. Guidon (Eds.), Cognitive Science and Its Applications for Human-Computer Interaction, Hillsdale, NJ: Erlbaum Associates, pp. 59--108.
66. Poole, P. P., Gray, B. and Gioia, D. A. (1990). "Organizational Script Development through Interactive Accomodation," Group & Organization Studies (1986-1998), Vol. 15, No.2, pp. 212.
67. Quinones, M. A. (1995). "Pretraining Context Effects: Training Assignment as Feedback," Journal of Applied Psychology, Vol. 80, No.226--238.
68. Quinones, M. A. and Ehrenstein, A. (1997). Training for a Rapidly Changing Workplace: Applications of Psychological Research, Washington, DC: American Psychological Association.
69. Ramaesh, B. and Dhar, V. (1994). "Representing and Maintaining Process Knowledge for Large-Scale Systems Development," Expert, IEEE {see also IEEE Intelligent Systems}, Vol. 9, No.2, pp. 54--59.
70. Ramesh, B. (2002). "Process Knowledge Management with Traceability," Software, IEEE, Vol. 19, No.3, pp. 50--52.
71. Robey, D., Ross, J. W. and Boudreau, M.-C. (2002). "Learning to Implement Enterprise Systems: An Exploratory Study of the Dialectics of Change," Journal of Management Information Systems, Vol. 19, No.1, pp. 17.
72. Roy, M.-C., Roy, K. and Bouchard, L. (1998). "Human Factors in Business Process Re-Engineering," Human Systems Management, Vol. 17, No.3, pp. 193--204.
73. Rumelhart, D. E. and Norman, D. A. (1981). "Analogical Processes in Learning," in J. R. Anderson (Eds.), Cognitive Skills and Their Acquisition, Hillsdale, NJ: Lawrence Erlbaum.
74. Salas, E. and Cannon-Bowers, J. A. (2001). The Science of Training: A Decade of Progress. Annual Review of Psychology, Annual Reviews Inc. 52: 471.
75. Schank, R. C. and Abelson, R. P. (1977). Scripts, Plans, Goals, and Understanding, Hillsdale, NJ: Lawrence Erlbaum.
76. Schunn, C. D. and Anderson, J. R. (1999). "The Generality/Specificity of Expertise in Scientific Reasoning," Cognitive Science, Vol. 23, No.3, pp. 337--370.
77. Singley, M. K. and Anderson, J. R. (1985). "The Transfer of Text-Editing Skill," International Journal of Man-Machine Studies, Vol. 22, pp. 403--423.
78. Singley, M. K. and Anderson, J. R. (1989). The Transfer of Cognitive Skill: Harvard University Press.
79. Smith-Jentsch, K. A., Jentsch, F. G., Payne, S. C. and Salas, E. (1996). "Can Pretraining Experiences Explain Individual Differences in Learning?," Journal of Applied Psychology, Vol. 49, pp. 110--116.
80. Souza, R. d., Ying, Z. Z. and Yang, L. C. (1998). "Modelling Business Processes and Enterprise Activities at the Knowledge Level," Artificial Intelligence For Engineering Design Analysis & Manufacturing, Vol. 12, No.1, pp. 29--42.
81. Spellman, B. A. and Holyoak, K. J. (1992). "If Sadam Is Hitler Then Who Is George Bush? Analogical Mapping between Systems of Socal Roles," Journal of Personality and Social Psychology, Vol. 62, No.6, pp. 913--933.
82. Stoddard, D. B. and Jarvenpaa, S. L. (1995). "Business Process Redesign: Tactics for Managing Radical Change," Journal of Management Information Systems, Vol. 12, No.1, pp. 81.
83. Surysekar, K. and Ramesh, B. (2001). "On Managerial Incentives for Process Knowledge Capture and Use," System Sciences, 2001. Proceedings of the 34th Annual Hawaii International Conference on, pp. 9 pp.
84. Thorndike, E. L. and Woodworth, R. S. (1901). "The Influence of Improvement in One Mental Function Upon the Efficiency of Other Functions," Psychological Review, Vol. 8, pp. 247--261.
85. Tracey, J. B., Tannenbaum, S. I. and Kavanagh, M. J. (1995). "Applying Trained Skills on the Job: The Importance of the Work Environment," Journal of Applied Psychology, Vol. 80, pp. 239--252.
86. Tuggle, F. D. and Goldfinger, W. E. (2004). "A Methodology for Mining Embedded Knowledge from Process Maps," Human Systems Management, Vol. 23, No.1, pp. 1--13.
87. Vanhoenacker, J., Bryant, A. and Dedene, G. (1999). "Creating a Knowledge Management Architecture for Business Process Change," Proceedings of the 1999 Acm Sigcpr Conference on Computer Personnel Research: ACM Press, pp. 231--241.

Index Terms

• Mathematics of computing

  • Information theory