IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v56y2010i1p71-89.html
   My bibliography  Save this article

Design of Decision-Making Organizations

Author

Listed:
  • Michael Christensen

    (Strategic Organization Design Unit, Department of Marketing and Management, University of Southern Denmark, DK-5230 Odense M, Denmark)

  • Thorbjørn Knudsen

    (Strategic Organization Design Unit, Department of Marketing and Management, University of Southern Denmark, DK-5230 Odense M, Denmark)

Abstract

Starting from the premise that individuals within an organization are fallible, this paper advances the study of relationships between the organization's decision-making structure and its performance. We offer a general treatment that allows one to analyze the full range of organizational architectures between extreme centralized and decentralized forms (often referred to as hierarchies and polyarchies). Our approach furthermore allows designers to examine the change in the overall reliability of the organizational structure as the number of actors within the organization changes. We provide general proofs that show how decision-making structures can be constructed so they maximize reliability for a given number of agents. Our model can be used directly for a qualitative assessment of decision-making structures. It is thereby useful for assessment of the many complicated hybrid structures that we see in actual decision-making organizations, such as banks, purchasing departments, and military intelligence. An application from a bank illustrates how our framework can be used in practice.

Suggested Citation

  • Michael Christensen & Thorbjørn Knudsen, 2010. "Design of Decision-Making Organizations," Management Science, INFORMS, vol. 56(1), pages 71-89, January.
  • Handle: RePEc:inm:ormnsc:v:56:y:2010:i:1:p:71-89
    DOI: 10.1287/mnsc.1090.1096
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.1090.1096
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.1090.1096?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Patrick Bolton & Mathias Dewatripont, 1994. "The Firm as a Communication Network," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 809-839.
    2. Ben-Yashar, Ruth C & Nitzan, Shmuel I, 1997. "The Optimal Decision Rule for Fixed-Size Committees in Dichotomous Choice Situations: The General Result," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(1), pages 175-186, February.
    3. Sah, Raaj Kumar & Stiglitz, Joseph E, 1986. "The Architecture of Economic Systems: Hierarchies and Polyarchies," American Economic Review, American Economic Association, vol. 76(4), pages 716-727, September.
    4. Koh, Winston T. H., 1992. "Human fallibility and sequential decision making : Hierarchy versus polyarchy," Journal of Economic Behavior & Organization, Elsevier, vol. 18(3), pages 317-345, August.
    5. Sah, Raaj Kumar & Stiglitz, Joseph E, 1988. "Committees, Hierarchies and Polyarchies," Economic Journal, Royal Economic Society, vol. 98(391), pages 451-470, June.
    6. Raaj Kumar Sah, 1991. "Fallibility in Human Organizations and Political Systems," Journal of Economic Perspectives, American Economic Association, vol. 5(2), pages 67-88, Spring.
    7. Hao Li & Sherwin Rosen & Wing Suen, 2001. "Conflicts and Common Interests in Committees," American Economic Review, American Economic Association, vol. 91(5), pages 1478-1497, December.
    8. Ioannides, Yannis M., 1987. "On the architecture of complex organizations," Economics Letters, Elsevier, vol. 25(3), pages 201-206.
    9. Sah, Raaj Kumar & Stiglitz, Joseph E, 1985. "Human Fallibility and Economic Organization," American Economic Review, American Economic Association, vol. 75(2), pages 292-297, May.
    10. Timothy van Zandt, 1999. "Real-Time Decentralized Information Processing as a Model of Organizations with Boundedly Rational Agents," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(3), pages 633-658.
    11. Thorbjørn Knudsen & Daniel A. Levinthal, 2007. "Two Faces of Search: Alternative Generation and Alternative Evaluation," Organization Science, INFORMS, vol. 18(1), pages 39-54, February.
    12. Visser, Bauke, 2000. "Organizational communication structure and performance," Journal of Economic Behavior & Organization, Elsevier, vol. 42(2), pages 231-252, June.
    13. Radner, Roy, 1993. "The Organization of Decentralized Information Processing," Econometrica, Econometric Society, vol. 61(5), pages 1109-1146, September.
    14. Koh, Winston T. H., 1994. "Making decisions in committees a human fallibility approach," Journal of Economic Behavior & Organization, Elsevier, vol. 23(2), pages 195-214, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Visser, Bauke, 2000. "Organizational communication structure and performance," Journal of Economic Behavior & Organization, Elsevier, vol. 42(2), pages 231-252, June.
    2. Ioannides, Yannis M., 2012. "Complexity and organizational architecture," Mathematical Social Sciences, Elsevier, vol. 64(2), pages 193-202.
    3. Winston Koh, 2005. "The optimal design of fallible organizations: invariance of optimal decision criterion and uniqueness of hierarchy and polyarchy structures," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 25(1), pages 207-220, October.
    4. Marschak, Thomas, 2006. "Organization Structure," MPRA Paper 81518, University Library of Munich, Germany.
    5. , & , M. & ,, 2013. "Hierarchical cheap talk," Theoretical Economics, Econometric Society, vol. 8(1), January.
    6. Ruth Ben-Yashar & Winston Koh & Shmuel Nitzan, 2012. "Is specialization desirable in committee decision making?," Theory and Decision, Springer, vol. 72(3), pages 341-357, March.
    7. Min Zhu & Chang Liu & You-Gan Wang, 2017. "A comment on Koh’s “The optimal design of fallible organizations: invariance of optimal decision threshold and uniqueness of hierarchy and polyarchy structures”," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 48(2), pages 385-392, February.
    8. Swank, Otto & Visser, Bauke, 2008. "The consequences of endogenizing information for the performance of a sequential decision procedure," Journal of Economic Behavior & Organization, Elsevier, vol. 65(3-4), pages 667-681, March.
    9. Pérez, Jessica Helen & Iranzo Sancho, Susana, 2012. "Determinants of Decentralization within the Firm: Some Empirical Evidence from Spanish Small and Medium- Sized Enterprise," Working Papers 2072/211755, Universitat Rovira i Virgili, Department of Economics.
    10. Chifeng Dai, 2010. "Imperfect verification, appeals, and limited liability," Journal of Regulatory Economics, Springer, vol. 37(1), pages 23-41, February.
    11. Mateos-Garcia, Juan, 2017. "To Err is Algorithm: Algorithmic fallibility and economic organisation," SocArXiv xuvf9, Center for Open Science.
    12. Guido Fioretti, 2012. "Two measures of organizational flexibility," Journal of Evolutionary Economics, Springer, vol. 22(5), pages 957-979, November.
    13. Maria De Paola & Vincenzo Scoppa, 2010. "Effort Observability, Incentive Systems, and Organizational Forms," LABOUR, CEIS, vol. 24(3), pages 221-237, September.
    14. Harsh Ketkar & Maciej Workiewicz, 2022. "Power to the people: The benefits and limits of employee self‐selection in organizations," Strategic Management Journal, Wiley Blackwell, vol. 43(5), pages 935-963, May.
    15. Fioretti, Guido, 2008. "Two Lyapunov Functions for Flexible Organizations," MPRA Paper 8204, University Library of Munich, Germany.
    16. Ben-Yashar, Ruth & Khuller, Samir & Kraus, Sarit, 2001. "Optimal collective dichotomous choice under partial order constraints," Mathematical Social Sciences, Elsevier, vol. 41(3), pages 349-364, May.
    17. Ben-Yashar, Ruth & Nitzan, Shmuel, 1998. "Quality and structure of organizational decision-making," Journal of Economic Behavior & Organization, Elsevier, vol. 36(4), pages 521-534, September.
    18. Àlex Arenas & Antonio Cabrales & Leon Danon & Albert Díaz-Guilera & Roger Guimerà & Fernando Vega-Redondo, 2010. "Optimal information transmission in organizations: search and congestion," Review of Economic Design, Springer;Society for Economic Design, vol. 14(1), pages 75-93, March.
    19. Mie Augier & Thorbjørn Knudsen, 2012. "The Architecture and Management of Knowledge in Organizations," Chapters, in: Richard Arena & Agnès Festré & Nathalie Lazaric (ed.), Handbook of Knowledge and Economics, chapter 19, Edward Elgar Publishing.
    20. Ruth Ben‐Yashar & Miriam Krausz & Shmuel Nitzan, 2018. "Government loan guarantees and the credit decision‐making structure," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 51(2), pages 607-625, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:ormnsc:v:56:y:2010:i:1:p:71-89. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.