Frameworks for Modeling Cognition and Decisions in Institutional Environments

Frameworks for Modeling Cognition and Decisions in Institutional Environments

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This book deals with the theoretical, methodological, and empirical implications of bounded rationality in the operation of institutions. It focuses on decisions made under uncertainty, and presents a reliable strategy of knowledge acquisition for the design and implementation of decision-support systems. Based on the distinction between the inner and outer environment of decisions, the book explores both the cognitive mechanisms at work when actors decide, and the institutional mechanisms existing among and within organizations that make decisions fairly predictable. While a great deal of work has been done on how organizations act as patterns of events for (boundedly) rational decisions, less effort has been devoted to study under which circumstances organizations cease to act as such reliable mechanisms. Through an empirical strategy on open-ended response data from a survey among junior judges, the work pursues two main goals. The first one is to explore the limits of a€œinstitutional rationalitya€ of the Spanish lower courts on-call service, an optimal scenario to observe decision-making under uncertainty. The second aim is to achieve a better understanding of the kind of uncertainty under which inexperienced decision-makers work. This entails exploring the demands imposed by problems and the knowledge needed to deal with them, making this book also a study on expertise achievement in institutional environments. This book combines standard multivariate statistical methods with machine learning techniques such as multidimensional scaling and topic models, treating text as data. Doing so, the book contributes to the collaboration between empirical social scientific approaches and the community of scientists that provide the set of tools and methods to make sense of the fastest growing resource of our time: data.Tokens Types On call 110 21 664.1 459 3692 742.7 73, 048 3290 Civil 111 5 380.5 115 5027 782.4 36, 147 2685 Criminal 109 11 454.8 ... 2006), media political content (e.g., Sementko and Valkenburg 2000), actor influence in policy dynamics (KlA¼ver 2009), or the ... A number of reasons support the use of computerized methods for textual data analysis over semi-automated or even manual methods.

Title:Frameworks for Modeling Cognition and Decisions in Institutional Environments
Author:Joan-Josep Vallbé
Publisher:Springer - 2014-10-15


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