Abstract
Production Planning and Control (PPC) requires human decision making in several process steps like production programme planning, production data management and performance measurement. Thereby, human decisions are often biased leading to an aggravation of logistic performance. Exemplary, the lead time syndrome (LTS) shows this connection. While production planners aim to improve due date reliability by updating planned lead times the result is even a decreasing due date reliability. In current research in the field of production logistics the impact of cognitive biases on the decision-making process in PPC remains at a silent place. We aim to close the research gap by combining a systematic literature review on behavioral operations management as well as cognitive biases and applying the Aachen PPC model. Based on a case study from the steel industry we show the influence of cognitive biases on human decision making in several phases of PPC.
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Arnott, D.: Cognitive biases and decision support systems development: a design science approach. Inf. Syst. J. 16, 55 (2006)
Barron, G., Leider, S.: The role of experience in the gambler‘s fallacy. J. Behav. Decis. Making 23, 117–119 (2010)
Bendul, J., Knollmann, M.: The human factor in production planning and control: considering human needs in computer aided decision-support systems. Int. J. Manufact. Technol. Manage. 30(5), 346–368 (2015)
Brenner, L.A., Koehler, D.J., Liberman, V., Tversky, A.: Overconfidence in probability and frequency judgements: a critical examination. Organisational Behav. Hum. Decis. Process. 65, 212–219 (1996)
Carter, C., Kaufmann, L., Michel, A.: Behavioral supply management: a taxonomy of judgment and decision making biases. Int. J. Phys. Distrib. Logistics Manage. 37(8), 631–669
Ellsberg, D.: Risk, ambiguity and the savage axioms. Q. J. Econ. 75(4), 643–669 (1961)
Hogarth, R.M.: Judgment and Choice: The Psychology of Decision (1987)
Kahneman, D.: Maps of bounded rationality: a perspective on intuitive judgment and choice. Nobel Prize Lect. 8, 449–489 (2002)
Karlsson, N., Loewenstein, G., Seppi, D.: The ostrich effect: Selective attention to information. J. Risk Uncertainty 38, 95 (2009)
Luczak, H., Eversheim, W., Schotten, M.: Produktionsplanung und-steuerung Grundlagen, Gestaltung und Konzepte. Springer Verlag (1998)
Nelson, M.W.: Context and the inverse base rate effect. J. Behav. Decis. Making 9, 23–40 (1996)
Nyhuis, P., Wiendahl, H.-P.: Fundamentals of Production Logistics: Theory, Tools and Applications. Springer, Heidelberg (2009)
Ordonez, L., Benson, L.: Decisions under time pressure: how time constraint affects risky decision making. Organ. Behav. Hum. Decis. Process. 71, 121 (1997)
Russo, J.E., Medvec, V.H., Meloy, M.G.: The distortion of information during decisions. Organ. Behav. Hum. Decis. Process. 66, 102–110 (1996)
Selçuk, B., Adan, I., de Kok, A., Fransoo, J.: An explicit analysis of the lead time syndrome: stability condition and performance evaluation. Int. J. Prod. Res. 47(9), 2507–2529 (2009)
Stanovich, K.E., West, R.F.: Individual differences in reasoning: implications for the rationality debate? Behav. Brain Sci. 23(5), 645–726 (2000)
Taylor, S.E., Thompson, S.C.: Stalking the elusive ‘vividness’ effect. Psychol. Rev. 89, 155–181 (1982)
Teng, B.-S., Das, T.K.: Cognitive biases and strategic decision processes: an integrative Perspective. J. Manage. Stud. 36, 757 (1999)
Tokar, T.: Behavioural research in logistics and supply chain management. Int. J. Logistics Manage. 21(1), 89–103 (2010)
Tversky, A., Kahneman, D.: Judgment under uncertainty: heuristics and biases. Science 185(4157), 1124–1131 (1974)
Yates, J.F., Curley, S.P.: Contingency judgement: primacy effects and attention decrement. Acta Psychol. 62, 293–302 (1986)
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Bendul, J.C., Zahner, M. (2020). Understanding the Influence of Cognitive Biases in Production Planning and Control. In: Ahram, T., Karwowski, W., Pickl, S., Taiar, R. (eds) Human Systems Engineering and Design II. IHSED 2019. Advances in Intelligent Systems and Computing, vol 1026. Springer, Cham. https://doi.org/10.1007/978-3-030-27928-8_42
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DOI: https://doi.org/10.1007/978-3-030-27928-8_42
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