Автор |
Lomi, Alessandro |
Автор |
Larsen, Erik, R. |
Автор |
Ginsberg, Ari |
Дата выпуска |
1997 |
dc.description |
This paper employs a system dynamics-based framework to examine the limitations of experiential learning as a guide for decision-making in organizations. This framework departs from the more traditional approach to modelling experiential learning processes in organizations by emphasizing the systematic interaction between decision-making agents and their environments, rather than the effects of varying degrees of noise on performance. We present the results of a series of computer simulations that examined the consequences of adaptive learning in organizations by concentrating explicitly on the link between individual decisions and the system-level consequences generated by the interaction of individual choices. The results show that experience is a poor basis for learning primarily because the understanding of structural relations between individual actions and their aggregate consequences is confounded by nonlinear dynamics, time delays, and misperception of feedback. |
Издатель |
Sage Publications |
Название |
Adaptive Learning in Organizations: A System Dynamics-Based Exploration |
Тип |
Journal Article |
DOI |
10.1177/014920639702300404 |
Print ISSN |
0149-2063 |
Журнал |
Journal of Management |
Том |
23 |
Первая страница |
561 |
Последняя страница |
582 |
Аффилиация |
Lomi, Alessandro, University of Bologna |
Аффилиация |
Larsen, Erik, R., University of Bologna |
Аффилиация |
Ginsberg, Ari, New York University |
Выпуск |
4 |
Библиографическая ссылка |
Argote, L., Beckman, S. & Epple, D. (1990). The persistence and transfer of learning in industrial settings. Management Science, 36: 140-154. |
Библиографическая ссылка |
Balzer. W.K., Doherty, M.E. & O’Connor, R. (1989). Effects of cognitive feedback on performance. Psych&gical Bulletin, 106: 410-433. |
Библиографическая ссылка |
Binmore, K. (1992). Fun and games. Lexington, MA: D.C. Heath. |
Библиографическая ссылка |
Brown, J.S. & Duguid, P. (1991). Organizational learning and communities-of-practice: Toward a unified view of working, learning and innovation. Organization Science, 2: 40-57. |
Библиографическая ссылка |
Carley, K. (1992). Organizational learning and personnel turnover. Organizational Science, 3: 20-46. |
Библиографическая ссылка |
Cohen, M.D., March, J.G. & Olsen, P. (1972). A garbage can model of organizational choice. Administrative Science Quarterly, 17: 1-25. |
Библиографическая ссылка |
Cyert, R.N. & March, J.G. (1963). A behavioral theory of the firm. Englewood Cliffs, NJ: Prentice Hall. |
Библиографическая ссылка |
Devaney, R.L. (1988). An introduction to chaotic dynamics. New York: Benjamin. |
Библиографическая ссылка |
Dorner, D. (1980). On the problems people have in dealing with complexity. Simulation and Games, 11: 87-97. |
Библиографическая ссылка |
Drazin, R. & Sandlands, L. (1992). Autogenesis: A perspective of the process of organizing. Organizatinal Science, 3: 230-249. |
Библиографическая ссылка |
Forrester, J.W. (1961). Industrial dynamics. Portland, OR: Productivity Press. |
Библиографическая ссылка |
Ginsberg, A., Larsen, E. & Lomi, A. (1996). Generating strategy from individual behavior: A dynamic model of structural embeddedness. Pp. 121-147 in J.A.C. Baum & J.E. Dutton (eds.), Advances in strategic management. Greenwich, CT: JAI Press. |
Библиографическая ссылка |
Glynn, M.A., Lant, T.K. & Milliken, F.J. (1994). Mapping learning processesin organizations: A multi-level framework linking learning and organizations. Pp. 43-84 in C. Stubbart.J.R. Meindl & J.F. Porac (eds.), Advances in organizational cog&ion and organizational information processes. Greenwich, CT: JAI Press. |
Библиографическая ссылка |
Hannan, M.T. & Freeman, J. (1989). Organizational ecology. Cambridge, MA: Harvard University Press. |
Библиографическая ссылка |
Hedberg, B. (1981). How organizations learn and unlearn. Pp. 3-27 in P.C. Nystrom & W.H. Starbuck (eds.), Handbook of organizational design, Vol. 1. Oxford: Oxford University Press. |
Библиографическая ссылка |
Hilbom, R.C. (1994). Chaos und nonlinear dynamics. New York: Oxford University Press |
Библиографическая ссылка |
Hogarth, R. (1980). Judgement and choice: The psychology of decision. New York: John Wiley & Sons. |
Библиографическая ссылка |
Jarmain, W.E. (1963). Problems in industrial dynamics. Cambridge, MA: MIT Press. |
Библиографическая ссылка |
Kahneman, D., Slavic, P. & Tversky, A. (1982). Judgement under uncertainty: Heuristics and biases. Cambridge, MA: Cambridge University Press. |
Библиографическая ссылка |
Lant, T.K. (1992). Aspiration level adaption: An empirical exploration. Management Science, 38; 623-644. |
Библиографическая ссылка |
Lant, T.K. (1994). Computer simulations of organizations as experiential learning systems: Implications for organization theory. Pp. 195-215 in K.Carley & M. Prietula (eds.), Computational Organization Theory. Hillsdale, NJ: Erlbaum. |
Библиографическая ссылка |
Lant, T.K. & Mezias, S.J. (1990). Managing discontinuous change: A simulation study of organizational learning and entrepreneurial strategies. Strategic Management Journal, 11: 147-179. |
Библиографическая ссылка |
Lant, T.K. & Mezias, S.J. (1992). An organizational learning model of convergence and reorientation. Organizational Science, 3: 41-71. |
Библиографическая ссылка |
Levinthal, D. & March, J.G. (1981). A model of adaptive organizational search. Journal of Economic Behavior and Organization, 2: 307-333. |
Библиографическая ссылка |
Lounaama, P.H. & March, J.G. (1987). Adaptive coordination of a learning team. Management Science, 33: 107-123. |
Библиографическая ссылка |
Lyneis, J.M. (1982). Corporate planning and policy design: A system dynamics approach. Cambridge, MA: MIT Press. |
Библиографическая ссылка |
Mahoney, J.T. (1992). The choice of organizational form: Vertical financial ownership versus other methods of vertical integration. Strategic Management Journal, 13: 559-584. |
Библиографическая ссылка |
Malmgren, H.B. (1961). Information, expectations, and the theory of the firm. Quarterly Journal of Economics, 75: 399-421. |
Библиографическая ссылка |
March, J.G. (1989). Decisions and organizations. New York: Basil Blackwell. |
Библиографическая ссылка |
March, J.G. (1991). Exploration and exploitation in organizational learning. Organization Science, 2; 71-87. |
Библиографическая ссылка |
March, J.G. & Olsen, J.P. (1976). Ambiguity and choice in organizations. Bergen, Norway: Universitetsforlage. |
Библиографическая ссылка |
March, J.G. & Simon, H.A. (1958). Organizations. New York: John Wiley. |
Библиографическая ссылка |
Mezias, S.J. & Glynn, M.A. (1993). The three faces of corporate renewal: Institution, revolution, and evolution. Strategic Management Journal, 14: 77-101. |
Библиографическая ссылка |
Mezias, S.J. & Glynn, M.A. (1995). Using computer simulations to understand the management of technology: Applications for theory development. Technology Studies, 2(2): 175-215. |
Библиографическая ссылка |
Mezias, S.J. & Lant, T.K. (1994). Mimetic learning and the evolution of organizational populations. Pp. 179-198 in J.A.C. Baum & J.V. Singh (eds.), Evolutionary dynamics of organizations. Oxford, UK: Oxford University Press. |
Библиографическая ссылка |
Morecroft, J.D.W. (1983). A systems perspective on material requirements planning, Decision Science, 14(1): 301-320. |
Библиографическая ссылка |
Morecroft, J.D.W. (1988). System dynamics and microworlds for policy makers. Europeon Journal of Operational Research, 35(3): 301-320. |
Библиографическая ссылка |
Morecroft, J.D.W. & Sterman, J.D. (eds.). (1994). Modelling for learning organizations. Portland, OR: Productivity Press. |
Библиографическая ссылка |
Mosekilde, E, Larsen, E.R. & Sterman, J.D. (1991). Coping with complexity: Deterministic chaos in human decision making behavior. Pp. 199-229 in J. Casti & A. Karlquist (eds.), Beyond belief: Randomness. prediction and explanation science. Boca Raton, FL: CRC Press. |
Библиографическая ссылка |
Nelson, R. & Winter, S. (1982). An evolutionary theory of economic change. Cambridge, Mass: Belknap Press. |
Библиографическая ссылка |
Porac, J.F., Thomas, H. & Baden-Fuller, C. (1989). Competitive groups as cognitive communities: The case of Scottish knitwear manufacturers. Journal of Management Studies, 26: 397-416. |
Библиографическая ссылка |
Rachlin, H. (1991). Introduction to modern behaviorism. New York: W.H. Freeman. |
Библиографическая ссылка |
Senge, P.M. (1990). The fifth discipline. New York: Doubleday. |
Библиографическая ссылка |
Stennan, J.D. (1989). Modelling managerial behavior: Misperception of feedback in dynamic decision making, Management Science, 3: 321-339. |
Библиографическая ссылка |
Thomsen, J.S., Mosekilde, E. & Sterman, J.D. (1992). Hyperchaotic phenomena in dynamic decision making. SAMS, 9: 137-156. |
Библиографическая ссылка |
Tushman, M.L. & Anderson, P. (1986). Technological discontinuities and organizational environments. Administrative Science Quarterly, 3: 439-465. |
Библиографическая ссылка |
Tversky, A. & Kahneman, D. (1974). Judgement under uncertainty: Heuristics and biases, Science, 185: 1124-1131. |
Библиографическая ссылка |
Van Ackere, A., Larsen, E.R. & Morecroft, J.D.W. (1993). Systems thinking and business process redesign, European Management Journal, 11: 412-423. |
Библиографическая ссылка |
Wall. K. (1993). A model of decision making under bounded rationality. Journal of Economic Behavior and Organization, 21: 331-352. |
Библиографическая ссылка |
Walsh, J. & Ungson, G. (1991). Organizational memory. Academy of Management Review, 16: 57-91. |
Библиографическая ссылка |
Weick, K.E. (1993). Sensemaking in organizations: Small structures with large consequences. Pp. 10-37 in J.K. Murnighan (Ed.) Social Psychology in Organizations. Englewood Cliffs, NJ: Prentice Hall. |