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The Information Bottleneck Principle in Corporate Hierarchies

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  • Cameron Gordon

Abstract

The hierarchical nature of corporate information processing is a topic of great interest in economic and management literature. Firms are characterised by a need to make complex decisions, often aggregating partial and uncertain information, which greatly exceeds the attention capacity of constituent individuals. However, the efficient transmission of these signals is still not fully understood. Recently, the information bottleneck principle has emerged as a powerful tool for understanding the transmission of relevant information through intermediate levels in a hierarchical structure. In this paper we note that the information bottleneck principle may similarly be applied directly to corporate hierarchies. In doing so we provide a bridge between organisation theory and that of rapidly expanding work in deep neural networks (DNNs), including the use of skip connections as a means of more efficient transmission of information in hierarchical organisations.

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  • Cameron Gordon, 2022. "The Information Bottleneck Principle in Corporate Hierarchies," Papers 2210.14861, arXiv.org.
    • Handle: RePEc:arx:papers:2210.14861
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    1. Markey-Towler, Brendan, 2019. "Rules, perception and emotion: When do institutions determine behaviour?," Journal of Institutional Economics, Cambridge University Press, vol. 15(3), pages 381-396, June.
    2. Richard M. Cyert & Herbert A. Simon & Donald B. Trow, 1956. "Observation of a Business Decision," The Journal of Business, University of Chicago Press, vol. 29, pages 237-237.
    3. Williamson, Oliver E, 1973. "Markets and Hierarchies: Some Elementary Considerations," American Economic Review, American Economic Association, vol. 63(2), pages 316-325, May.
    4. H. B. Malmgren, 1961. "Information, Expectations and the Theory of the Firm," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(3), pages 399-421.
    5. Wouter Dessein & Richard Holden, 2022. "Organizations with Power-Hungry Agents," Journal of Law and Economics, University of Chicago Press, vol. 65(S1), pages 263-291.
    6. Brendan Markey-Towler, 2017. "I, Roboticus Oeconomicus The philosophy of mind in economics, and why it matters," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 41(1), pages 203-237.
    7. Helbing, Dirk & Ammoser, Hendrik & Kühnert, Christian, 2006. "Information flows in hierarchical networks and the capability of organizations to successfully respond to failures, crises, and disasters," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 363(1), pages 141-150.
    8. Ida Momennejad & Ajua Duker & Alin Coman, 2019. "Bridge ties bind collective memories," Nature Communications, Nature, vol. 10(1), pages 1-8, December.
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