Abstract
In the self-regulation model of decision-making under uncertainty, the dynamic programming principle of optimality transforms into the principle of instrumental rationality, according to which the proximate goal should be reached from the perspective of attaining the distal goal. The solution of the problem is considered to be a result of multiple iterations in evaluating an alternative’s pros and cons from the perspective of the distal (long-term) goal. This paper demonstrates how the self-regulation approach for setting and resetting goals when making difficult decisions helps differentiate the alternatives and find the most suitable course of action by recognizing cons in proximal positive outcomes and pros in proximal negative outcomes, or by changing the new distal goal, which should be more long-term than the previous one.
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References
Simon, H., et al.: Decision making and problem solving. Interfaces 17(5), 11–31 (1987)
Savage, L.J.: The Foundations of Statistics. Wiley, New York (1954)
Kahneman, D., Tversky, A.: Prospect theory: an analysis of decision under risk. Econometrica 47(2), 263–291 (1979)
Tversky, A., Kahneman, D.: The framing of decisions and the psychology of choice. Science 211(4481), 453–458 (1981)
Yemelyanov, A.M., Bedny, I.S.: Instrumental and value rationality of the self-regulation model of decision-making. In: Ayaz, H., Asgher, U. (eds.) AHFE 2020. AISC, vol. 1201, pp. 199–206. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-51041-1_27
Simon, H.: Rational decision making in business organizations. Am. Econ. Rev. 69(4), 493–513 (1979)
Simon, H.: Human nature in politics: the dialogue of psychology with political science. Am. Polit. Sci. Rev. 79, 293–304 (1985)
Arrow, K.J.: Is bounded rationality unboundedly rational? Some ruminations. In: Augier, M., March, J.G. (Eds.) Models of a Man: Essays in Memory of Herbert A. Simon. MIT Press, Cambridge (2004)
Yemelyanov, A.: Self-regulation model of decision-making. In: Ayaz, H. (ed.) AHFE 2019. AISC, vol. 953, pp. 245–255. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-20473-0_24
Bedny, G.Z., Bedny, I.S.: Work Activity Studies within the Framework of Ergonomics, Psychology, and Economics. CRC Press/Taylor & Francis Group, Boca Raton (2018)
Heath, C., Larrick, R.P., Wu, G.: Goals as reference points. Cogn. Psychol. 38, 79–109 (1999)
Bedny, G., Karwowski, W., Bedny, I.: Applying Systemic-Structural Activity Theory to Design of Human-Computer Interaction Systems. CRC Press / Taylor & Francis Group, Boca Raton (2015)
Yemelyanov, A.M.: Modeling and mobile device support of goal-directed decision making under risk and uncertainty, Chapter 4. In: Bedny, G., Bedny, I. (eds.) Study of Human Performance: Applied and Systemic-Structural Activity Theory Approach, pp. 69–102. CRC Press, Taylor & Francis Group (2019)
Bellman, R.E.: Dynamic Programming. Princeton University Press, Princeton (1957)
Rust, J.: Has dynamic programming improved decision making? Ann. Rev. Econ. 11, 833–858 (2019)
Carraway, R.L., Morin, T.L.: Theory and applications of generalized dynamic programming: an overview. Int. J. Comput. Math. Appl. 16(10/11), 779–788 (1988)
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Yemelyanov, A.M., Bedny, I.S. (2021). Self-regulation Approach for Setting Goals in Problem-Solving. In: Ayaz, H., Asgher, U., Paletta, L. (eds) Advances in Neuroergonomics and Cognitive Engineering. AHFE 2021. Lecture Notes in Networks and Systems, vol 259. Springer, Cham. https://doi.org/10.1007/978-3-030-80285-1_24
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