IDEAS home Printed from https://ideas.repec.org/a/inm/orinte/v35y2005i2p154-163.html
   My bibliography  Save this article

ASP, The Art and Science of Practice: Elements of a Theory of the Practice of Operations Research: A Framework

Author

Listed:
  • Frederic H. Murphy

    (Fox School of Business and Management, Temple University, Philadelphia, Pennsylvania 19122)

Abstract

The ultimate value of operations research (OR) is making real differences in organizations. Yet little has been written on how one becomes good at doing OR and successful in practice. I propose a framework for understanding what makes good practice and an expert practitioner that encompasses the technical skills required to do OR through the managerial and marketing skills necessary to run an OR enterprise. The potential for success with OR methods depends on the nature of the problem, whether the initial and goal states are well defined or ill defined. The tools of artificial intelligence are useful for organizing the expertise in being a successful practitioner.

Suggested Citation

  • Frederic H. Murphy, 2005. "ASP, The Art and Science of Practice: Elements of a Theory of the Practice of Operations Research: A Framework," Interfaces, INFORMS, vol. 35(2), pages 154-163, April.
  • Handle: RePEc:inm:orinte:v:35:y:2005:i:2:p:154-163
    DOI: 10.1287/inte.1050.0126
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/inte.1050.0126
    Download Restriction: no

    File URL: https://libkey.io/10.1287/inte.1050.0126?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. Andrew P. Armacost & Cynthia Barnhart & Keith A. Ware & Alysia M. Wilson, 2004. "UPS Optimizes Its Air Network," Interfaces, INFORMS, vol. 34(1), pages 15-25, February.
    2. Miser, Hugh J., 1993. "A foundational concept of science appropriate for validation in operational research," European Journal of Operational Research, Elsevier, vol. 66(2), pages 204-215, April.
    3. Frederic H. Murphy & Venkat Panchanadam, 1999. "Using Analogical Reasoning and Schema Formation to Improve the Success in Formulating Linear Programming Models," Operations Research, INFORMS, vol. 47(5), pages 663-674, October.
    4. Corbett, Charles J. & Overmeer, Willem J. A. M. & Van Wassenhove, Luk N., 1995. "Strands of practice in OR (the practitioner's dilemma)," European Journal of Operational Research, Elsevier, vol. 87(3), pages 484-499, December.
    5. Robert E. D. Woolsey, 1998. "The Fifth Column: On Doing Well by Doing Good and an Offer of Free Education," Interfaces, INFORMS, vol. 28(2), pages 99-103, April.
    6. Gerald F. Smith, 1989. "Defining Managerial Problems: A Framework for Prescriptive Theorizing," Management Science, INFORMS, vol. 35(8), pages 963-981, August.
    7. R J Ormerod, 2002. "On the nature of OR: taking stock," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 53(5), pages 475-491, May.
    8. Scott Andrews & Frederic H. Murphy & Xiao Pei Wang & Steve Welch, 1996. "Modeling Crude Oil Lightering in Delaware Bay," Interfaces, INFORMS, vol. 26(6), pages 68-78, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Franco, L. Alberto & Greiffenhagen, Christian, 2018. "Making OR practice visible: Using ethnomethodology to analyse facilitated modelling workshops," European Journal of Operational Research, Elsevier, vol. 265(2), pages 673-684.
    2. S Robinson, 2007. "PSMs: looking in from the outside," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(5), pages 689-691, May.
    3. Paucar-Caceres, Alberto, 2010. "Mapping the changes in management science: A review of 'soft' OR/MS articles published in Omega (1973-2008)," Omega, Elsevier, vol. 38(1-2), pages 46-56, February.
    4. Matthew J. Drake, 2019. "Teaching OR/MS with Cases: A Review and New Suggestions," INFORMS Transactions on Education, INFORMS, vol. 19(2), pages 57-66, January.
    5. Merrick, James H. & Weyant, John P., 2019. "On choosing the resolution of normative models," European Journal of Operational Research, Elsevier, vol. 279(2), pages 511-523.
    6. Patrick Hew, 2007. "ASP, The Art and Science of Practice: Direct Advisors vs. Tool Developers---Implications for Practice," Interfaces, INFORMS, vol. 37(3), pages 279-284, June.
    7. V J Mabin & J Davies & S Kim, 2009. "Rethinking tradeoffs and OR/MS methodology," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(10), pages 1384-1395, October.
    8. Frederic H. Murphy, 2005. "ASP, The Art and Science of Practice: Elements of a Theory of the Practice of Operations Research: Practice as a Business," Interfaces, INFORMS, vol. 35(6), pages 524-530, December.
    9. Frederic H. Murphy, 2005. "ASP, The Art and Science of Practice: Elements of a Theory of the Practice of Operations Research: Expertise in Practice," Interfaces, INFORMS, vol. 35(4), pages 313-322, August.
    10. R. John Milne & Amy K. Zander, 2012. "Operations Research Capstone Courses for Business Majors with Analytical Backgrounds," INFORMS Transactions on Education, INFORMS, vol. 13(1), pages 2-9, September.

    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. Frederic H. Murphy, 2005. "ASP, The Art and Science of Practice: Elements of a Theory of the Practice of Operations Research: Practice as a Business," Interfaces, INFORMS, vol. 35(6), pages 524-530, December.
    2. Jack R. Meredith, 2001. "Reconsidering the Philosophical Basis of OR/MS," Operations Research, INFORMS, vol. 49(3), pages 325-333, June.
    3. Frederic H. Murphy, 2005. "ASP, The Art and Science of Practice: Elements of a Theory of the Practice of Operations Research: Expertise in Practice," Interfaces, INFORMS, vol. 35(4), pages 313-322, August.
    4. Ranyard, J.C. & Fildes, R. & Hu, Tun-I, 2015. "Reassessing the scope of OR practice: The Influences of Problem Structuring Methods and the Analytics Movement," European Journal of Operational Research, Elsevier, vol. 245(1), pages 1-13.
    5. Oliva, Rogelio, 2003. "Model calibration as a testing strategy for system dynamics models," European Journal of Operational Research, Elsevier, vol. 151(3), pages 552-568, December.
    6. R Ormerod, 2005. "Putting soft OR methods to work: the case of IS strategy development for the UK Parliament," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(12), pages 1379-1398, December.
    7. Michael F. Gorman & John-Paul Clarke & Amir Hossein Gharehgozli & Michael Hewitt & René de Koster & Debjit Roy, 2014. "State of the Practice: A Review of the Application of OR/MS in Freight Transportation," Interfaces, INFORMS, vol. 44(6), pages 535-554, December.
    8. Jomon Aliyas Paul & Leo MacDonald, 2015. "A Teaching Supplement on Sensitivity Analysis for Linear Programming in Undergraduate Business Programs," INFORMS Transactions on Education, INFORMS, vol. 16(1), pages 6-14, September.
    9. Ormerod, R.J., 2014. "Critical rationalism in practice: Strategies to manage subjectivity in OR investigations," European Journal of Operational Research, Elsevier, vol. 235(3), pages 784-797.
    10. Ian G. McHale & Philip A. Scarf & David E. Folker, 2012. "On the Development of a Soccer Player Performance Rating System for the English Premier League," Interfaces, INFORMS, vol. 42(4), pages 339-351, August.
    11. Maurice W. Kirby, 2007. "Paradigm Change in Operations Research: Thirty Years of Debate," Operations Research, INFORMS, vol. 55(1), pages 1-13, February.
    12. R J Ormerod, 2010. "Research contribution: Citation and content analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(4), pages 705-707, April.
    13. Ormerod, Richard J. & Ulrich, Werner, 2013. "Operational research and ethics: A literature review," European Journal of Operational Research, Elsevier, vol. 228(2), pages 291-307.
    14. Keys, Paul, 2000. "Creativity, design and style in MS/OR," Omega, Elsevier, vol. 28(3), pages 303-312, June.
    15. R J Ormerod, 2010. "Rational inference: deductive, inductive and probabilistic thinking," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(8), pages 1207-1223, August.
    16. Bailetti, Antonio J. & Callahan, John R., 1995. "Managing consistency between product development and public standards evolution," Research Policy, Elsevier, vol. 24(6), pages 913-931, November.
    17. Murthy V. Mudrageda & Frederic H. Murphy & Steve Welch, 2004. "Developing Strategies for Maritrans’ Business Units," Interfaces, INFORMS, vol. 34(2), pages 149-161, April.
    18. Brocklesby, John, 2009. "Ethics beyond the model: How social dynamics can interfere with ethical practice in operational research/management science," Omega, Elsevier, vol. 37(6), pages 1073-1082, December.
    19. Julie Ann Stuart Williams & Randall Reid & Philip E. Billings & Natalie C. Belford, 2023. "Engaging Students in Optimization Modeling: Gaining Business Disruption Insights," INFORMS Transactions on Education, INFORMS, vol. 24(1), pages 85-94, September.
    20. Louwerse, I. & Mijnarends, J. & Meuffels, I. & Huisman, D. & Fleuren, H.A., 2012. "Scheduling Movements in the Network of an Express Service Provider," Econometric Institute Research Papers EI 2012-08, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.

    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:orinte:v:35:y:2005:i:2:p:154-163. 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.