Abstract
The paper applies an agent-based simulation to investigate the effectiveness of basic design options for management accounting systems. In particular, different settings of how to improve the information base by measurement of actual values in the course of adaptive walks are analyzed in the context of different levels of complexity and coordination modes. The agent-based simulation is based on the idea of NK fitness landscapes. Results provide broad, but no universal support for conventional wisdom that lower inaccuracies of information lead to more effective adaptation processes. Furthermore, results indicate that the effectiveness of improving judgmental information by actual values subtly depends on the complexity of the decisions and the coordination mode applied.
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References
Demski, J.S., Feltham, G.A.: Cost Determination: A Conceptual Approach. Iowa State Univ. Press, Ames (1976)
Simon, H.A.: A behavioral model of rational choice. Q. J. Econ. 69, 99–118 (1955)
Horngren, C.T., Bhimani, A., Datar, S.M., Foster, G.: Management and cost accounting, 3rd edn. Pearson, Essex (2005)
Galbraith, J.: Designing complex organisations. Addison-Wesley, Reading (1973)
Ginzberg, M.J.: An Organizational Contingencies View of Accounting and Information Systems Implementation. Account Organ. Soc. 5, 369–382 (1980)
Ackoff, R.L.: Management misinformation systems. Manag. Sci. 14, B-147–B-156 (1967)
Chang, M., Harrington, J.E.: Agent-based models of organizations. In: Tesfatsion, L., Judd, K.L. (eds.) Handbook of Computational Economics, vol. 2. Elsevier, Amsterdam (2006)
Kauffman, S.A.: The origins of order: Self-organization and selection in evolution. Oxford Univ. Press, Oxford (1993)
Kauffman, S.A., Levin, S.: Towards a general theory of adaptive walks on rugged landscapes. J. Theor. Biol. 128, 11–45 (1987)
Rivkin, J.W., Siggelkow, N.: Balancing search and stability: Interdependencies among elements of organizational design. Manag. Sci. 49, 290–311 (2003)
Siggelkow, N., Rivkin, J.W.: Speed and search: Designing organizations for turbulence and complexity. Organ. Sci. 16, 101–122 (2005)
Rivkin, J.W., Siggelkow, N.: Patterned interactions in complex systems: Implications for exploration. Manag. Sci. 53, 1068–1085 (2007)
Levitan, B., Kauffman, S.A.: Adaptive walks with noisy fitness measurements. Mol. Divers 1, 53–68 (1995)
Knudsen, T., Levinthal, D.A.: Two faces of search: Alternative generation and alternative evaluation. Organ. Sci. 18, 39–54 (2007)
Wall, F.: The (beneficial) role of informational imperfections in enhancing organisational performance. In: LiCalzi, M., Milone, L., Pellizzari, P. (eds.) Progress in Artificial Economics. Springer, Berlin (2010)
Dosi, G., Levinthal, D., Marengo, L.: Bridging contested terrain: Linking incentive-based and learning perspectives on organizational evolution. Ind. Corp. Chan. 12, 413–436 (2003)
Labro, E., Vanhoucke, M.: A Simulation Analysis of Interactions among Errors in Costing Systems. Account Rev. 82, 939–962 (2007)
Redman, T.C.: Data Quality for the Information Age. Artech House, Boston (1996)
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Wall, F. (2013). Comparing Basic Design Options for Management Accounting Systems with an Agent-Based Simulation. In: Omatu, S., Neves, J., Rodriguez, J., Paz Santana, J., Gonzalez, S. (eds) Distributed Computing and Artificial Intelligence. Advances in Intelligent Systems and Computing, vol 217. Springer, Cham. https://doi.org/10.1007/978-3-319-00551-5_50
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DOI: https://doi.org/10.1007/978-3-319-00551-5_50
Publisher Name: Springer, Cham
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