Supporting Vicarious Learning With Collaborative Lessons Learned Programs

Vicarious learning allows an observer to improve his decision making and modify his actions through observing others' past actions and resulting consequences. As organizations become larger and more disconnected, it becomes an increasing challenge to meaningfully share lessons learned allowing people to learn vicariously from both good and adverse experiences of others. In an effort to promote vicarious learning across disconnected groups, organizations create lessons learned programs to share information. The goal of a lessons learned program is to improve organizational effectiveness by avoiding costly errors "before" reoccurring in other parts of the organization. This type of antecedent learning requires collaboration between the people at the source and those receiving the lesson, as well as any human intermediaries involved with the process, to amplify the benefits of lessons learned. This paper makes explicit the connection between vicarious learning and collaborative lessons learned programs and develops a lessons learned process model using the theory of knowledge creation. The evaluation of four case studies reveals that a lessons learned program operates most effectively when the information is targeted to recipients who would find it useful and when human collaboration is acknowledged and supported by intermediaries

[1]  Christopher D. Wickens,et al.  A model for types and levels of human interaction with automation , 2000, IEEE Trans. Syst. Man Cybern. Part A.

[2]  S. Kiesler,et al.  Managerial Response to Changing Environments: Perspectives on Problem Sensing from Social Cognition. , 1982 .

[3]  William J. Altier The Thinking Manager's Toolbox: Effective Processes for Problem Solving and Decision Making , 1999 .

[4]  B. Kogut,et al.  Exploring internal stickiness : Impediments to the transfer of best practice within the firm , 2007 .

[5]  E. Hippel Sticky Information and the Locus of Problem Solving: Implications for Innovation , 1994 .

[6]  M. Shubik,et al.  A Behavioral Theory of the Firm. , 1964 .

[7]  Stephanie Watts,et al.  Informational Influence in Organizations: An Integrated Approach to Knowledge Adoption , 2003, Inf. Syst. Res..

[8]  Jens Rasmussen,et al.  Diagnostic reasoning in action , 1993, IEEE Trans. Syst. Man Cybern..

[9]  D. Hambrick,et al.  Managerial discretion: A bridge between polar views of organizational outcomes. , 1987 .

[10]  M. Lynne Markus,et al.  Toward A Theory of Knowledge Reuse : Types of Knowledge Reuse Situations and Factors in Reuse Success , 2022 .

[11]  Gabriel Szulanski The Process of Knowledge Transfer: A Diachronic Analysis of Stickiness , 2000 .

[12]  Rosina O. Weber,et al.  Intelligent lessons learned systems , 2001, Expert Syst. Appl..

[13]  Paul M. Goodrum,et al.  LESSONS LEARNED SYSTEM FOR KENTUCKY TRANSPORTATION PROJECTS , 2003 .

[14]  Pentti Marttiin,et al.  Lessons learnt in the use of a collaborative design environment , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.

[15]  I. Nonaka A Dynamic Theory of Organizational Knowledge Creation , 1994 .

[16]  James C. Taylor,et al.  Performance By Design: Sociotechnical Systems In North America , 1992 .

[17]  InduShobha N. Chengalur-Smith,et al.  The Impact of Experience and Time on the Use of Data Quality Information in Decision Making , 2003, Inf. Syst. Res..

[18]  JoAnne Yates,et al.  Shaping Electronic Communication: The Metastructuring of Technology in the Context of Use , 1995 .

[19]  Mark A. Fuller,et al.  Facilitator Influence in Group Support Systems: Intended and Unintended Effects , 1998, Inf. Syst. Res..

[20]  S. Zahra,et al.  Absorptive Capacity: A Review, Reconceptualization, and Extension , 2002 .

[21]  Heeseok Lee,et al.  Knowledge Management Enablers, Processes, and Organizational Performance: An Integrative View and Empirical Examination , 2003, J. Manag. Inf. Syst..

[22]  Colin G. Drury,et al.  A New Model of how People Investigate Incidents , 2002 .

[23]  A. R. Hale Safety management in production , 2003 .

[24]  A. Bandura Social learning theory , 1977 .