Bounded Rationality Herbert A. Simon.

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Presentation transcript:

Bounded Rationality Herbert A. Simon

From the Economic model of Decision Making Simon critiqued the economic model of decision making in the firm. Entrepreneurs (or managers) had perfect information and hence could make decisions for maximizing profit. • Simon critiqued the economic model of decision making in the firm. • Economics argued that entrepreneurs (or managers) had perfect information and therefore could arrive at decisions that maximized profits.

Two main problems with the model Managers rarely had perfect information and always make choices under uncertainty. Managers could not process all information necessary for decision making to maximize profits. He identified two main problems with this model. First, managers rarely had perfect information and therefore always had to make choices under uncertainty. Second, managers could not process all of the information that they would need to make a decision to maximize profits, because they were not cognitively capable of doing so.

Model of Bounded Rationality Simon developed a model of actors who searched for relevant information and then made decisions to satisfice (seeking a satisfactory solution rather than an optimal one). This caused Simon to develop a model of actors who searched for relevant information and then made decisions to satisfice (ie. to get some of their valued ends). This produced the model of bounded rationality. Bounded rationality is the idea that in decision-making, rationality of individuals is limited by the information they have, the cognitive limitations of their minds, and the finite amount of time they have to make a decision. Simon (and later March and Simon) realized that bounded rationality was at the core of how organizations really might work and the basic insight was that:

How to obtain relevant information Upper level managers and entrepreneurs could do by constructing clear cut goals and standard operating procedures for lower level managers and workers (Simon, 1960). Standard operating procedures could also help in identifying organizational problems and convincing organizational change. Meeting those goals simplified the process of gathering information for the higher level managers. If lower level managers fail to meet goals, then higher level managers have an easy way to monitor that. They can then respond to the situation and either change the goals or redesign the standard operating procedures to reach those goals. ________________________________________ So, for example, managers in the general office could set sales quotas for each of their product divisions. Divisional managers will set goals for each of their product sales managers. To reach that target, the division manager knows that salespeople have to make five calls a day. The procedure for the product sales manager is to monitor the sales people to insure that they are making their calls. For the salespeople, their goal is to make those calls. If the overall goal is not being met, managers have information on how each salesperson is doing; ie. how many calls they make and what are the results of the calls. In this way, the general goals of the organization can be set quite high up. Lower down in the organization, goals are implemented and procedures are put in place to attain those goals.

Producing a model of actors Simon and March realized that people had limited information and attention. how this affected the problem of motivating people to cooperate If managers could not monitor their employees, they could design methods to minimize their opportunities to not act in the interests of the organization. Simon and March created the grounds for a powerful synthesis for organizational theory by producing a model of actors that was more realistic. Instead of assuming the people had perfect information and were able to undertake courses of action that perfectly maximized the use of resources, they realized that people had limited information and attention. Simon and March also realized how this affected the problem of motivating people to cooperate. If managers could not constantly monitor their employees, they could design methods to minimize their opportunities to not act in the interests of the organization.

Solving Problems of Bounded Rationality Organizational design, Goal setting Standard operating procedures helped higher up managers and limit and monitor the performance of lower down participants. Organizational design, the setting of goals, and the creation of standard operating procedures all worked to solve problems of bounded rationality on the part of higher up managers and constrain (limit, restrict) and monitor the performance of lower down participants. In doing so, they produced a powerful theory that helped solve many of the main problems that organizations faced: figuring out how to organize, motivating people within the organization to do their jobs, monitoring the performance of employees, and most importantly, opened up the possibility of using the organizational structure to respond to changes in the markets in which the firm was producing. The theory was not only analytic, but it was proscriptive (prohibitive). You could teach managers how to engage in organizational design that would motivate and monitor employees. You could also help them understand how to create reliable organizations by building standard operating procedures to make actions simpler.

Rational adaptation model Entrepreneurs and managers would build organizations allowing them to respond to external problems. Two factors that would figure into how managers would do this. First, the technology of the firm. Second, the nature of competition. The rational adaptation model developed by Simon and March. It assumed that entrepreneurs and managers would build organizations that would allow them to respond to external problems by monitoring the goals and standard operating procedures in the organization. Smart managers and entrepreneurs could build more efficient organizations by understanding their environments and creating good organizational designs to fit those conditions. But, these perspectives offered two factors that would figure into how managers would do this. First, the technology of the firm would have a big effect on how it was organized. (Generally, it was thought that complex technologies would require more complex organizational structures while simpler technologies would result in simpler organizations.) Second, the nature of competition mattered as well. (In industries or markets where competition was strong and market change was rapid, firms had to be more (nimble) quick and light and constantly adapting while in industries or markets where competition was less, firms could look more like slow Weberian bureaucracies.) This approach to understanding organizational life came to be called strategic contingencies. The basic idea was that managers and entrepreneurs built their organizations according to the contingencies of their technology and environments.

Herbert Simon's ‘behavioural scissors`* Simon used the analogy of a pair of scissors, where one blade represents "cognitive limitations" of actual humans (Disciplines emphasizing the mind (cognitive processes, biases, attitudes) as the most important determinant of behavior, and the other Context or the "structures of the environment", (Discipline emphasizing the environment (physical, digital social, etc.) as the most important determinant of behavior). Disciplines emphasizing that both mind and environment should be considered together to understand behaviour. *Lockton, D (2012), `Simon's scissors and ecological psychology in design for behaviour change', working paper, available at http://danlockton.co.uk

Richard Thaler: recipient of the Nobel Memorial Prize in Economics By exploring the consequences of limited rationality, social preferences, and lack of self-control, Thaler has shown how these human traits systematically affect individual decisions as well as market outcomes. Richard Thaler was the 2017 recipient of the Nobel Memorial Prize in Economics for "incorporat[ing] psychologically realistic assumptions into analyses of economic decision-making. RICHARD H. THALER: INTEGRATING ECONOMICS WITH PSYCHOLOGY Thaler’s research on boundedly rational decision making Richard H. Thaler (born September 12, 1945) is an American economist at the University of Chicago Booth School of Business. He is perhaps best known as a theorist in behavioral finance. In 2017, he was awarded the Nobel Memorial Prize in Economic Sciences for his contributions to behavioral economics.