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September 10-12, 2014 — University of Jyväskylä, Finland 
Bounded Rationality: Four 
Critiques and an Update 
Davide Secchi 
Bournemouth University, UK 
Emanuele Bardone 
Tallinn University, Estonia 
Institutions, Interactivity, Individuals 
Second International Conference on Interactivity, Language, and Cognition
Table of Contents 
• The concept: Issues and challenges 
• The Good, the Bad, the Ugly, and the… Pessimist 
• Is there light at the end of the tunnel? 
• So, what?
Bounded Rationality 
(BR)
Bounded rationality is a 
theory about how individuals 
make rational decisions
“[R]ationality is bounded when it falls 
short of omniscience. And the failures of 
omniscience are largely failures of 
knowing all the alternatives, uncertainty 
about relevant exogenous events, and 
inability to calculate consequences.” 
[Simon, 1979, p. 502] 
Simon, H. A. (1979). Rational decision making in business organizations. American Economic Review, 69(4):493-513; Simon, 
H. A. (1955). A behavioral theory of rational choice. Quarterly Journal of Economics, 69(1):99-118; Simon, H. A. (1997). 
Administrative behavior. New York: The Free Press, 4th edition.
Herbert A. Simon, 1978 
Despite an extremely wide literature—and three Nobel 
Prizes on economics awarded around BR themes— 
there has been little/scarce attention on BR’s 
assumptions. 
Daniel Kahneman, 2003 
Reinhard Selten, 1994
the good
assumption what is critical 
rationalistic 
strict teleology of means and ends 
brute-force strategy to problem solving 
Simon, H. A. (1979). Rational decision making in business organizations. American Economic Review, 69(4):493-513; Simon, 
H. A. (1955). A behavioral theory of rational choice. Quarterly Journal of Economics, 69(1):99-118; Simon, H. A. (1997). 
Administrative behavior. New York: The Free Press, 4th edition; March, J. G. and Simon, H. A. (1958). Organizations. New 
York: Wiley; Mousavi, S. and Garrison, J. (1992). Toward a transactional theory of decision making: Creative rationality as 
functional coordination in context. journal of economic methodology. Journal of Economic Methodology, 10(2):131-156.
the bad
assumption what is critical 
rationalistic 
computationalism 
strict teleology of means and ends 
brute-force strategy to problem solving 
old-fashioned calculation-based 
computer metaphor of the mind 
no emotions, intuition, creativity, etc. 
when rationality in involved 
Simon, H. A. (1993a). Altruism and economics. American Economic Review, 83(2):156-161; Sent, E.-M. (1997). Sargent 
versus simon: Bounded rationality unbound. Cambridge Journal of Economics, 21:323-338.
the ugly
assumption what is critical 
isolationism 
the individual acts in a social and 
bodily vacuum 
information is neutral and quality 
differentials are overlooked 
rationalistic 
computationalism 
strict teleology of means and ends 
brute-force strategy to problem solving 
old-fashioned calculation-based 
computer metaphor of the mind 
no emotions, intuition, creativity, etc. 
when rationality in involved 
Langley, A., Mintzberg, H., Pitcher, P., Posada, E., and Saint-Macary, J. (1995). Opening up decision making: The view from 
the black stool. Organization Science, 6(3):260-279; Patokorpi, E. (2008). Simon's paradox: Bounded rationality and the 
computer metaphor of the mind. Human Systems Management, 27: 285-294.
the pessimist
assumption what is critical ... 
negativity 
BR has been developed as the 
negative of FR and maintains, as a 
theory, a negative definition of 
rationality and human capabilities 
the individual acts in a social and 
bodily vacuum 
information is neutral and quality 
differentials are overlooked 
rationalistic 
computationalism 
isolationism 
strict teleology of means and ends 
brute-force strategy to problem solving 
old-fashioned calculation-based 
computer metaphor of the mind 
no emotions, intuition, creativity, etc. 
when rationality in involved 
Foss, N. J. (2003). Bounded rationality in the economics of organizations: `much cited and little used'. Journal of Economic 
Psychology, 24; Patokorpi, E. (2008). Simon's paradox: Bounded rationality and the computer metaphor of the mind. Human 
Systems Management, 27: 285-294; Harstad, R. M. and Selten, R. (2013). Bounded-rationality models: Talks to become 
intellectually competitive. Journal of Economic Literature, 51(2):496-511.
almost seventy years 
of research…
assumption what is critical How addressed 
negativity 
BR has been developed as the 
negative of FR and maintains, as a 
theory, a negative definition of 
rationality and human capabilities 
the individual acts in a social and 
bodily vacuum 
information is neutral and quality 
differentials are overlooked 
rationalistic 
computationalism 
isolationism 
strict teleology of means and ends 
brute-force strategy to problem solving 
old-fashioned calculation-based 
computer metaphor of the mind 
no emotions, intuition, creativity, etc. 
when rationality in involved 
Biases and prejudices 
Heuristics 
Emotions 
Ambiguity 
Early developments and uses 
of the concept 
Bazerman, M. H. (1994). Judgement in managerial decision making. New York: Wiley, 3 edition; Kahneman, D. and Tversky, 
A. (1979). Prospect theory: An analysis of decision under risk. Econometrica, 47(2):263-292; Camerer, C., Loewenstein, G., 
and Weber, M. (1989). The curse of knowledge in economic settings: An experimental analysis. Journal of Political Economy, 
97:1232-1254.
assumption what is critical How addressed 
negativity 
BR has been developed as the 
negative of FR and maintains, as a 
theory, a negative definition of 
rationality and human capabilities 
the individual acts in a social and 
bodily vacuum 
information is neutral and quality 
differentials are overlooked 
rationalistic 
computationalism 
isolationism 
strict teleology of means and ends 
brute-force strategy to problem solving 
old-fashioned calculation-based 
computer metaphor of the mind 
no emotions, intuition, creativity, etc. 
when rationality in involved 
Biases and prejudices 
Heuristics 
Emotions 
Ambiguity 
Early developments and uses 
of the concept 
Gigerenzer, G. and Selten, R. (2001). Bounded Rationality. The Adaptive Toolbox. Cambridge, MA: MIT Press; Gigerenzer, 
G., Todd, P., and Group, A. R. (1999). Simple Heuristics That Make Us Smart. New York: Oxford University Press.
assumption what is critical How addressed 
negativity 
BR has been developed as the 
negative of FR and maintains, as a 
theory, a negative definition of 
rationality and human capabilities 
the individual acts in a social and 
bodily vacuum 
information is neutral and quality 
differentials are overlooked 
rationalistic 
computationalism 
isolationism 
strict teleology of means and ends 
brute-force strategy to problem solving 
old-fashioned calculation-based 
computer metaphor of the mind 
no emotions, intuition, creativity, etc. 
when rationality in involved 
Biases and prejudices 
Heuristics 
Emotions 
Ambiguity 
Early developments and uses 
of the concept 
Ariely, D. and Loewenstein, G. (2006). The heat of the moment: The effect of sexual arousal on sexual decision making. 
Journal of Behavioral Decision Making, 19(2):87-98; Hanoch, Y. (2002). `Neither an angel nor an ant:' emotion as an aid to 
bounded rationality. Journal of Economic Psychology, 23:1-25; Hanoch, Y., Wood, S., and Rice, T. (2007). Bounded 
rationality, emotions and older adult decision making: Not so fast and yet so frugal. Human Development, 50:333-358.
assumption what is critical How addressed 
negativity 
BR has been developed as the 
negative of FR and maintains, as a 
theory, a negative definition of 
rationality and human capabilities 
the individual acts in a social and 
bodily vacuum 
information is neutral and quality 
differentials are overlooked 
rationalistic 
computationalism 
isolationism 
strict teleology of means and ends 
brute-force strategy to problem solving 
old-fashioned calculation-based 
computer metaphor of the mind 
no emotions, intuition, creativity, etc. 
when rationality in involved 
Biases and prejudices 
Heuristics 
Emotions 
Ambiguity 
Early developments and uses 
of the concept 
March, J. G. (1976). The technology of foolishness. In March, J. G. and Olsen, J. P., editors, Amiguity and Choice in 
Organizations. Universitetsforlaget, Bergen; March, J. G. (1978). Bounded rationality, ambiguity and the engineering of 
choice. Bell Journal of Economics, 9:587-608.
a more distributed 
approach
Rationalism 
• Distributed cognition allows lousy relations between 
means and ends 
• ends (objectives) can be defined and re-defined 
as the cognitive process designs itself 
• means (or cognitive resources) shape both the 
process and ends 
• The brute-force strategy is not the only one 
possible in a distributed cognitive system 
Magnani, L. (2007). Morality in a technological world. Knowledge as a duty. New York: Cambridge University Press. Magnani, 
L. (2009). Abductive Cognition. The Epistemological and Eco-Cognitive Dimensions of Hypothetical Reasoning. Berlin: 
Springer.
Computationalism 
• A distributed cognitive approach would allow 
strategies other than computation: 
• emotions, intuitions, time-based interactions, 
etc. 
• It definitely abandons the computer (or other 
mechanistic parallels) as a viable metaphor of the 
brain 
Cowley, S. J., & Vallée-Tourangeau, F. (Eds.) (2013). Cognition beyond the brain. London: Springer; Hutchins, E. (1995). 
Cognition in the Wild. Cambridge, MA: MIT Press.
Isolationism 
• A distributed cognitive approach is founded on: 
• cultural environments/niches 
• social agencies and socializations 
Bardone, E. (2011). Seeking Chances. From Biased Rationality to Distributed Cognition. New York: Springer. Clark, A. (2008). 
Supersizing the mind. Embodiment, action, and cognitive extension. New York: Oxford University Press, 3rd edition; Clark, A. 
and Chalmers, D. J. (1998). The extended mind. Analysis, 58:7-19; Secchi, D. and Bardone, E. (2009). Super-docility in 
organizations. An evolutionary model. International Journal of Organization Theory and Behavior, 12(3):339-379; Secchi, D. & 
Bardone, E. (2013a). Socially distributed cognition and intraorganizational bandwagons: Theoretical framework, model, and 
simulation. International Journal of Organization Theory and Behavior , 16(4), 521-572.
Negativity 
• Given the dynamic and highly unpredictability of a 
distributed cognitive system, 
• the emphasis is on potentials for rationality to 
expand 
• boundaries are no more the defining elements of 
rational dynamics but the way they move (or are 
re-positioned due to interactions) is 
Secchi, D. (2013). Symposium on socially-distributed rationality and decision making: Introduction. International Journal of 
Organization Theory and Behavior , 16(3), 360-367. Secchi, D. (2011). Extendable rationality. Understanding decision making 
in organizations. New York: Springer
concluding remarks
• Some of the basic assumptions of BR are 
fundamentally anchored to the way science was 
positively defined in the XX Century 
• There exist many ad hoc solutions to the four 
(problematic) assumptions we analyzed 
• The adoption of a distributed cognition approach 
would undermine the most fundamental axiom of 
BR (internal vs external bounds)
• What we propose in this paper puts forward a view 
that updates BR 
• If implications of this approach are fully developed, 
we believe we can get to a different understanding 
of what is rational decision making 
• More theoretical and empirical research is needed 
to define what this actually means
thank you very much

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Bounded Rationality: Four Critiques and an Update - Davide Secchi & Emanuele Bardone

  • 1. September 10-12, 2014 — University of Jyväskylä, Finland Bounded Rationality: Four Critiques and an Update Davide Secchi Bournemouth University, UK Emanuele Bardone Tallinn University, Estonia Institutions, Interactivity, Individuals Second International Conference on Interactivity, Language, and Cognition
  • 2. Table of Contents • The concept: Issues and challenges • The Good, the Bad, the Ugly, and the… Pessimist • Is there light at the end of the tunnel? • So, what?
  • 4.
  • 5. Bounded rationality is a theory about how individuals make rational decisions
  • 6. “[R]ationality is bounded when it falls short of omniscience. And the failures of omniscience are largely failures of knowing all the alternatives, uncertainty about relevant exogenous events, and inability to calculate consequences.” [Simon, 1979, p. 502] Simon, H. A. (1979). Rational decision making in business organizations. American Economic Review, 69(4):493-513; Simon, H. A. (1955). A behavioral theory of rational choice. Quarterly Journal of Economics, 69(1):99-118; Simon, H. A. (1997). Administrative behavior. New York: The Free Press, 4th edition.
  • 7. Herbert A. Simon, 1978 Despite an extremely wide literature—and three Nobel Prizes on economics awarded around BR themes— there has been little/scarce attention on BR’s assumptions. Daniel Kahneman, 2003 Reinhard Selten, 1994
  • 9. assumption what is critical rationalistic strict teleology of means and ends brute-force strategy to problem solving Simon, H. A. (1979). Rational decision making in business organizations. American Economic Review, 69(4):493-513; Simon, H. A. (1955). A behavioral theory of rational choice. Quarterly Journal of Economics, 69(1):99-118; Simon, H. A. (1997). Administrative behavior. New York: The Free Press, 4th edition; March, J. G. and Simon, H. A. (1958). Organizations. New York: Wiley; Mousavi, S. and Garrison, J. (1992). Toward a transactional theory of decision making: Creative rationality as functional coordination in context. journal of economic methodology. Journal of Economic Methodology, 10(2):131-156.
  • 11. assumption what is critical rationalistic computationalism strict teleology of means and ends brute-force strategy to problem solving old-fashioned calculation-based computer metaphor of the mind no emotions, intuition, creativity, etc. when rationality in involved Simon, H. A. (1993a). Altruism and economics. American Economic Review, 83(2):156-161; Sent, E.-M. (1997). Sargent versus simon: Bounded rationality unbound. Cambridge Journal of Economics, 21:323-338.
  • 13. assumption what is critical isolationism the individual acts in a social and bodily vacuum information is neutral and quality differentials are overlooked rationalistic computationalism strict teleology of means and ends brute-force strategy to problem solving old-fashioned calculation-based computer metaphor of the mind no emotions, intuition, creativity, etc. when rationality in involved Langley, A., Mintzberg, H., Pitcher, P., Posada, E., and Saint-Macary, J. (1995). Opening up decision making: The view from the black stool. Organization Science, 6(3):260-279; Patokorpi, E. (2008). Simon's paradox: Bounded rationality and the computer metaphor of the mind. Human Systems Management, 27: 285-294.
  • 15. assumption what is critical ... negativity BR has been developed as the negative of FR and maintains, as a theory, a negative definition of rationality and human capabilities the individual acts in a social and bodily vacuum information is neutral and quality differentials are overlooked rationalistic computationalism isolationism strict teleology of means and ends brute-force strategy to problem solving old-fashioned calculation-based computer metaphor of the mind no emotions, intuition, creativity, etc. when rationality in involved Foss, N. J. (2003). Bounded rationality in the economics of organizations: `much cited and little used'. Journal of Economic Psychology, 24; Patokorpi, E. (2008). Simon's paradox: Bounded rationality and the computer metaphor of the mind. Human Systems Management, 27: 285-294; Harstad, R. M. and Selten, R. (2013). Bounded-rationality models: Talks to become intellectually competitive. Journal of Economic Literature, 51(2):496-511.
  • 16. almost seventy years of research…
  • 17. assumption what is critical How addressed negativity BR has been developed as the negative of FR and maintains, as a theory, a negative definition of rationality and human capabilities the individual acts in a social and bodily vacuum information is neutral and quality differentials are overlooked rationalistic computationalism isolationism strict teleology of means and ends brute-force strategy to problem solving old-fashioned calculation-based computer metaphor of the mind no emotions, intuition, creativity, etc. when rationality in involved Biases and prejudices Heuristics Emotions Ambiguity Early developments and uses of the concept Bazerman, M. H. (1994). Judgement in managerial decision making. New York: Wiley, 3 edition; Kahneman, D. and Tversky, A. (1979). Prospect theory: An analysis of decision under risk. Econometrica, 47(2):263-292; Camerer, C., Loewenstein, G., and Weber, M. (1989). The curse of knowledge in economic settings: An experimental analysis. Journal of Political Economy, 97:1232-1254.
  • 18. assumption what is critical How addressed negativity BR has been developed as the negative of FR and maintains, as a theory, a negative definition of rationality and human capabilities the individual acts in a social and bodily vacuum information is neutral and quality differentials are overlooked rationalistic computationalism isolationism strict teleology of means and ends brute-force strategy to problem solving old-fashioned calculation-based computer metaphor of the mind no emotions, intuition, creativity, etc. when rationality in involved Biases and prejudices Heuristics Emotions Ambiguity Early developments and uses of the concept Gigerenzer, G. and Selten, R. (2001). Bounded Rationality. The Adaptive Toolbox. Cambridge, MA: MIT Press; Gigerenzer, G., Todd, P., and Group, A. R. (1999). Simple Heuristics That Make Us Smart. New York: Oxford University Press.
  • 19. assumption what is critical How addressed negativity BR has been developed as the negative of FR and maintains, as a theory, a negative definition of rationality and human capabilities the individual acts in a social and bodily vacuum information is neutral and quality differentials are overlooked rationalistic computationalism isolationism strict teleology of means and ends brute-force strategy to problem solving old-fashioned calculation-based computer metaphor of the mind no emotions, intuition, creativity, etc. when rationality in involved Biases and prejudices Heuristics Emotions Ambiguity Early developments and uses of the concept Ariely, D. and Loewenstein, G. (2006). The heat of the moment: The effect of sexual arousal on sexual decision making. Journal of Behavioral Decision Making, 19(2):87-98; Hanoch, Y. (2002). `Neither an angel nor an ant:' emotion as an aid to bounded rationality. Journal of Economic Psychology, 23:1-25; Hanoch, Y., Wood, S., and Rice, T. (2007). Bounded rationality, emotions and older adult decision making: Not so fast and yet so frugal. Human Development, 50:333-358.
  • 20. assumption what is critical How addressed negativity BR has been developed as the negative of FR and maintains, as a theory, a negative definition of rationality and human capabilities the individual acts in a social and bodily vacuum information is neutral and quality differentials are overlooked rationalistic computationalism isolationism strict teleology of means and ends brute-force strategy to problem solving old-fashioned calculation-based computer metaphor of the mind no emotions, intuition, creativity, etc. when rationality in involved Biases and prejudices Heuristics Emotions Ambiguity Early developments and uses of the concept March, J. G. (1976). The technology of foolishness. In March, J. G. and Olsen, J. P., editors, Amiguity and Choice in Organizations. Universitetsforlaget, Bergen; March, J. G. (1978). Bounded rationality, ambiguity and the engineering of choice. Bell Journal of Economics, 9:587-608.
  • 21. a more distributed approach
  • 22. Rationalism • Distributed cognition allows lousy relations between means and ends • ends (objectives) can be defined and re-defined as the cognitive process designs itself • means (or cognitive resources) shape both the process and ends • The brute-force strategy is not the only one possible in a distributed cognitive system Magnani, L. (2007). Morality in a technological world. Knowledge as a duty. New York: Cambridge University Press. Magnani, L. (2009). Abductive Cognition. The Epistemological and Eco-Cognitive Dimensions of Hypothetical Reasoning. Berlin: Springer.
  • 23. Computationalism • A distributed cognitive approach would allow strategies other than computation: • emotions, intuitions, time-based interactions, etc. • It definitely abandons the computer (or other mechanistic parallels) as a viable metaphor of the brain Cowley, S. J., & Vallée-Tourangeau, F. (Eds.) (2013). Cognition beyond the brain. London: Springer; Hutchins, E. (1995). Cognition in the Wild. Cambridge, MA: MIT Press.
  • 24. Isolationism • A distributed cognitive approach is founded on: • cultural environments/niches • social agencies and socializations Bardone, E. (2011). Seeking Chances. From Biased Rationality to Distributed Cognition. New York: Springer. Clark, A. (2008). Supersizing the mind. Embodiment, action, and cognitive extension. New York: Oxford University Press, 3rd edition; Clark, A. and Chalmers, D. J. (1998). The extended mind. Analysis, 58:7-19; Secchi, D. and Bardone, E. (2009). Super-docility in organizations. An evolutionary model. International Journal of Organization Theory and Behavior, 12(3):339-379; Secchi, D. & Bardone, E. (2013a). Socially distributed cognition and intraorganizational bandwagons: Theoretical framework, model, and simulation. International Journal of Organization Theory and Behavior , 16(4), 521-572.
  • 25. Negativity • Given the dynamic and highly unpredictability of a distributed cognitive system, • the emphasis is on potentials for rationality to expand • boundaries are no more the defining elements of rational dynamics but the way they move (or are re-positioned due to interactions) is Secchi, D. (2013). Symposium on socially-distributed rationality and decision making: Introduction. International Journal of Organization Theory and Behavior , 16(3), 360-367. Secchi, D. (2011). Extendable rationality. Understanding decision making in organizations. New York: Springer
  • 27. • Some of the basic assumptions of BR are fundamentally anchored to the way science was positively defined in the XX Century • There exist many ad hoc solutions to the four (problematic) assumptions we analyzed • The adoption of a distributed cognition approach would undermine the most fundamental axiom of BR (internal vs external bounds)
  • 28. • What we propose in this paper puts forward a view that updates BR • If implications of this approach are fully developed, we believe we can get to a different understanding of what is rational decision making • More theoretical and empirical research is needed to define what this actually means