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System Dynamics: Systems Thinking and Modeling for a Complex World

by John D. Sterman , 2002
"... ..."
Abstract - Cited by 1338 (13 self) - Add to MetaCart
Abstract not found

Complex thinking, complex practice: The

by Haridimos Tsoukas , 2001
"... case for a narrative approach to organizational complexity ..."
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case for a narrative approach to organizational complexity

A capacity theory of comprehension: Individual differences in working memory

by Marcel Adam Just, Patricia A. Carpenter - Psychological Review , 1992
"... A theory of the way working memory capacity constrains comprehension is proposed. The theory proposes that both processing and storage are mediated by activation and that the total amount of activation available in working memory varies among individuals. Individual differences in working memory cap ..."
Abstract - Cited by 700 (21 self) - Add to MetaCart
how it adapts to the transient computational and storage demands that occur in comprehension. Working memory plays a central role in all forms of complex thinking, such as reasoning, problem solving, and language comprehension. However, its function in language comprehension is especially evident

Bayesian Data Analysis

by Andrew Gelman, Christian Robert, Nicolas Chopin, Judith Rousseau , 1995
"... I actually own a copy of Harold Jeffreys’s Theory of Probability but have only read small bits of it, most recently over a decade ago to confirm that, indeed, Jeffreys was not too proud to use a classical chi-squared p-value when he wanted to check the misfit of a model to data (Gelman, Meng and Ste ..."
Abstract - Cited by 2194 (63 self) - Add to MetaCart
the following: (1) in thinking about prior distributions, we should go beyond Jeffreys’s principles and move toward weakly informative priors; (2) it is natural for those of us who work in social and computational sciences to favor complex models, contra Jeffreys’s preference for simplicity; and (3) a key

Motivation through the Design of Work: Test of a Theory. Organizational Behavior and Human Performance,

by ] Richard Hackman , Grec R Oldham , 1976
"... A model is proposed that specifies the conditions under which individuals will become internally motivated to perform effectively on their jobs. The model focuses on the interaction among three classes of variables: (a) the psychological states of employees that must be present for internally motiv ..."
Abstract - Cited by 622 (2 self) - Add to MetaCart
motivated work behavior to develop; (b) the characteristics of jobs that can create these psychological states; and (c) the attributes of individuals that determine how positively a person will respond to a complex and challenging job. The model was tested for 658 employees who work on 62 different jobs

Loopy belief propagation for approximate inference: An empirical study. In:

by Kevin P Murphy , Yair Weiss , Michael I Jordan - Proceedings of Uncertainty in AI, , 1999
"... Abstract Recently, researchers have demonstrated that "loopy belief propagation" -the use of Pearl's polytree algorithm in a Bayesian network with loops -can perform well in the context of error-correcting codes. The most dramatic instance of this is the near Shannon-limit performanc ..."
Abstract - Cited by 676 (15 self) - Add to MetaCart
and ap proximately 4000 findin nodes, with a number of ob served findings that varies per case. Due to the form of the noisy-or CPTs the complexity of inference is ex ponential in the number of positive findings Results Initial experiments The experimental protocol for the PYRAMID network was as follows

Open Access Youths, Cultural Diversity, and Complex Thinking^

by Flavia Cangià, Camilla Pagani
"... Abstract: Most people support the idea that we live in a complex society and that complex evaluations and strategies are needed in order to effectively address most societal problems. However, little attention is generally paid to the degree of presence of complex thinking in youths ’ attitudes towa ..."
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Abstract: Most people support the idea that we live in a complex society and that complex evaluations and strategies are needed in order to effectively address most societal problems. However, little attention is generally paid to the degree of presence of complex thinking in youths ’ attitudes

Complexity Thinking and Military Operational Analysis

by Kurt Richardson, Graham Mathieson , Paul Cilliers , 2003
"... This paper will take the view that common to many of the new challenges facing analysts is the apparent compositional and behavioural complexity of the systems of interest. The principle characteristics of complex systems are therefore be considered at some length. By assuming the ubiquity of comple ..."
Abstract - Cited by 1 (1 self) - Add to MetaCart
This paper will take the view that common to many of the new challenges facing analysts is the apparent compositional and behavioural complexity of the systems of interest. The principle characteristics of complex systems are therefore be considered at some length. By assuming the ubiquity

Effects of Racial Diversity on Complex Thinking in

by Jeffrey F. Milem
"... ABSTRACT—An experiment varying the racial (Black, White) and opinion composition in small-group discussions was conducted with college students (N5 357) at three universities to test for effects on the perceived novelty of group members ’ contributions to discussion and on participants ’ integrative ..."
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’ integrative complexity. Re-sults showed that racial and opinion minorities were both per-ceived as contributing to novelty. Generally positive effects on integrative complexity were found when the groups had racial-and opinion-minority members and when members reported having racially diverse friends

Reductionism and Complex Thinking in ERP Systems Implementations

by Thomaz Wood, Miguel Pinto Caldas
"... Este artigo contrasta pensamento complexo e reducionismo em processos amplos de transformação organizacional, focalizando a onda dos Sistemas Empresariais (ERP). Implementações de ERP têm representado imensos investimentos para empresas em todo o mundo nos últimos anos, e têm sido promovidas como pa ..."
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-chaves: sistemas empresariais; modas gerenciais; reducionismo; pensamento complexo. This paper contrasts complex thinking and reductionism during broad organizational transformation processes, focusing on Enterprise Resource Planning (ERP) rage. ERP implementations have resulted in huge investments for companies
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