2011/04 | LEM Working Paper Series | |
Toward Formal Representations of Search Processes and Routines in Organizational Problem Solving: An Assessment of the State-of-The-Art |
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Giovanni Dosi, Marco Faillo, Luigi Marengo, Daniele Moschella |
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Keywords | ||
Information processing, Problem-solving, Organizational structure
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JEL Classifications | ||
D23, D83, L22
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Abstract | ||
This paper presents a critical overview of some recent attempts at
building formal models of organizations as information-processing and
problem-solving entities. We distinguish between two classes of
models according to two distinct objects of analysis. The first class
includes models mainly addressing information processing and learning;
the second class includes models focusing upon the relationship
between the division of cognitive labor and search process in some
problem-solving space. The results begin to highlight important
comparative properties regarding the impact on problem-solving
efficiency and learning of different forms of hierarchical governance,
the dangers of lock-in associated with specific forms of adaptive
learning, the relative role of "online" vs. "offline" learning, the
impact of the "cognitive maps" which organizations embody, the
possible trade-offs between accuracy and speed of convergence
associated with different "decomposition schemes", the (ambiguous)
role of organizational memory in changing environments. We argue that
these are important formal tools towards the development of a
comparative institutional analysis focusing on the distinct properties
of different forms of organization and accumulation of knowledge.
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