Abstract
The applications of new information technologies in the field of product development lead to a significant change in work processes. Due to new assistance systems, companies further reduce the available time for the product developers. Based on this observation, a research hypothesis regarding the effects of the variable “amount of available time” on the quota of flawless product development is formulated. This hypothesis was empirically analyzed by conducting a laboratory experiment. The results lead to the development of a Bayesian network. The network describes the probability that a human can process a task without an error at required times. According to the structure of the Bayesian network, the paper introduces an actor-oriented model that can be used for person-centered simulation of the occurrence and effects of errors. Finally, the paper provides insight into the use of a formal model in the case of a simulation study.
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References
Pahl, G., Beitz, W., Feldhusen, J., Grote, K.-H.: Engineering Design. Springer, London (2007). https://doi.org/10.1007/978-1-84628-319-2
Djaloeis, R., Duckwitz, S., Hinsch, M., Feldhusen, J., Schlick, C.M.: Analysis of human reliability in computer-aided design. In: SMC 2012: Conference Proceedings of 2012 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012), Seoul, October 2012, pp. 868–873. IEEE, Piscataway (2012)
Luczak, H., Springer, J., Schmidt, L.: Ergonomics of CAD systems. In: Karwowski, W. (ed.) International Encyclopedia of Ergonomics and Human Factors, vol. 1, 2nd edn. Taylor & Francis, London, New York (2006)
Rasmussen, J.: Human errors. A taxonomy for describing human malfunction in industrial installations. Journal of Occupational Accidents 4, 311–333 (1982)
Rasmussen, J.: Notes on Human Error Analysis and Prediction. Risø National Laboratory, Risø (1978)
Tackenberg, S., Duckwitz, S., Schlick, C.: Activity- and actor-oriented simulation approach for the management of development projects. Int. J. Comput. Aided Eng. Technol. 2(4), 414–435 (2010)
Abramson, B.: On knowledge representation in belief networks. In: Bouchon-Meunier, B., Yager, Ronald R., Zadeh, Lotfi A. (eds.) IPMU 1990. LNCS, vol. 521, pp. 86–96. Springer, Heidelberg (1991). https://doi.org/10.1007/BFb0028092
Jameson, A.: Knowing what others know. studies in intuitive psychometrics. PhD-Thesis, University of Amsterdam, Amsterdam (1990)
Kipper, B., Brants, T., Plach, M., Schäfer, R.: Bayessche Netze: Ein einführendes Beispiel. Technical Report 4, Graduiertenkolleg Kognitionswissenschaft, Saarbrücken, Universität des Saarlandes (1995)
Kahneman, D.: Maps of bounded rationality: a perspective on intuitive judgment and choice. In: Frängsmyr, T. (ed.) Prize Lecture, Les Prix Nobel, The Nobel Prizes 2002. Nobel Foundation, Stockholm (2003)
Steel, P., König, C.J.: Integrating theories of motivation. Acad. Manag. Rev. 31(4), 889–913 (2006)
Duckwitz, S., Tackenberg, S., Kobelt, D.: Simulationsmodell zur Abbildung der Ursachen und Auswirkungen von menschlichen Fehlern in der Produktentwicklung. In: GfA (eds.): Frühjahrskongress 2019, Dresden Arbeit interdisziplinär analysieren – bewerten – gestalten. Dresden (2019)
Duckwitz, S., Tackenberg, S., Schlick, C.M.: Simulation of human behavior in knowledge-intensive services. In: Ganz, W. (ed.) Productivity of Services Next Gen - Beyond Output/Input: RESER 2011, p. 208. Fraunhofer Verlag, Stuttgart (2011)
Dallmann, H., Ester, K.-H.: Einführung in die höhere Mathematik, vol. III. Gustav Fischer Verlag, Jena (1992)
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Tackenberg, S., Duckwitz, S. (2020). Simulation Model for Mapping the Causes and Effects of Human Error in Product Development. In: Stephanidis, C., Duffy, V.G., Streitz, N., Konomi, S., Krömker, H. (eds) HCI International 2020 – Late Breaking Papers: Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments. HCII 2020. Lecture Notes in Computer Science(), vol 12429. Springer, Cham. https://doi.org/10.1007/978-3-030-59987-4_27
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DOI: https://doi.org/10.1007/978-3-030-59987-4_27
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