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Operational research and ethics: A literature review

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  • Ormerod, Richard J.
  • Ulrich, Werner

Abstract

Any human activity raises ethical questions, questions about ‘good’ and ‘right’ ways to act and to live; or to put it differently, questions of values and responsibility. From its inception operational research (OR) has engaged with such questions in terms of professional behavior, the handling of preferences in OR, the societal role of OR, the process of OR intervention and the content of OR analysis. As a result, analytical methods and processes have been developed to help clients explore the ethical dimension of their decisions. The paper reviews the literature published in selected OR journals (Management Science; Operations Research; Interfaces; the European Journal of Operational Research; the Journal of the Operations Research Society; Omega; International Transactions in Operational Research; the Journal of Multi-Criteria Decision Analysis), organizing it along the lines of OR’s core competences. The review identifies a number of significant research programmes that are well established and are being energetically pursued; the research findings are being applied to a wide range of important issues. Ethical questions lie at the heart of the great governmental and commercial issues of the day: economic growth and instability; inequality and injustice; environmental degradation and sustainability. They also lie at the heart of the more mundane decisions of day-to-day OR. ‘Ethics’ therefore provides a useful focus for OR both in terms of raising the awareness of all concerned and in providing a theme for research. As a result of the review some research questions are suggested. There is much of interest, much to do.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:ejores:v:228:y:2013:i:2:p:291-307
    DOI: 10.1016/j.ejor.2012.11.048
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    as
    1. C. West Churchman, 1994. "Management Science: Science of Managing and Managing of Science," Interfaces, INFORMS, vol. 24(4), pages 99-110, August.
    2. S. L. Cook, 1970. "Purposes and Quality of Graduate Education in the Management Sciences," Management Science, INFORMS, vol. 17(2), pages 5-12, October.
    3. Frederic H. Murphy, 1991. "Policy Analysis in a Political Environment," Interfaces, INFORMS, vol. 21(6), pages 87-91, December.
    4. W Ulrich, 2012. "Operational research and critical systems thinking—an integrated perspective. Part 1: OR as applied systems thinking," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 63(9), pages 1228-1247, September.
    5. John M. Mulvey, 1979. "Strategies in Modeling: A Personnel Scheduling Example," Interfaces, INFORMS, vol. 9(3), pages 66-77, May.
    6. R J Ormerod, 2008. "The transformation competence perspective," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(11), pages 1435-1448, November.
    7. Ronald A. Howard, 1970. "Management Science Education: Nature and Nurture," Management Science, INFORMS, vol. 17(2), pages 23-24, October.
    8. Vargas, Luis G., 1990. "An overview of the analytic hierarchy process and its applications," European Journal of Operational Research, Elsevier, vol. 48(1), pages 2-8, September.
    9. Saul I. Gass, 1984. "Documenting a Computer-Based Model," Interfaces, INFORMS, vol. 14(3), pages 84-93, June.
    10. A Ishizaka & D Balkenborg & T Kaplan, 2011. "Does AHP help us make a choice? An experimental evaluation," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(10), pages 1801-1812, October.
    11. Le Menestrel, Marc & Van Wassenhove, Luk N., 2004. "Ethics outside, within, or beyond OR models?," European Journal of Operational Research, Elsevier, vol. 153(2), pages 477-484, March.
    12. Russell L. Ackoff, 1956. "The Development of Operations Research as a Science," Operations Research, INFORMS, vol. 4(3), pages 265-295, June.
    13. Becker, Henk A., 2001. "Social impact assessment," European Journal of Operational Research, Elsevier, vol. 128(2), pages 311-321, January.
    14. Wiek, Arnim & Walter, Alexander I., 2009. "A transdisciplinary approach for formalized integrated planning and decision-making in complex systems," European Journal of Operational Research, Elsevier, vol. 197(1), pages 360-370, August.
    15. Sarrico, C. S. & Dyson, R. G., 2004. "Restricting virtual weights in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 159(1), pages 17-34, November.
    16. Kunsch, P.L. & Kavathatzopoulos, I. & Rauschmayer, F., 2009. "Modelling complex ethical decision problems with operations research," Omega, Elsevier, vol. 37(6), pages 1100-1108, December.
    17. Theys, M. & Kunsch, P. L., 2004. "The importance of co-operation for ethical decision-making with OR," European Journal of Operational Research, Elsevier, vol. 153(2), pages 485-488, March.
    18. Ralph L. Keeney & Detlof von Winterfeldt & Thomas Eppel, 1990. "Eliciting Public Values for Complex Policy Decisions," Management Science, INFORMS, vol. 36(9), pages 1011-1030, September.
    19. James R. Melvin, 1974. "A Theory of Leisure," Eastern Economic Journal, Eastern Economic Association, vol. 1(4), pages 251-267, October.
    20. R J Ormerod, 2007. "The ethics of pragmatism: a response to Werner Ulrich," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(8), pages 1113-1117, August.
    21. anonymous, 1972. "Letters to the Editor," Management Science, INFORMS, vol. 18(6), pages 352-356, February.
    22. W Ulrich, 2007. "Philosophy for professionals: towards critical pragmatism," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(8), pages 1109-1113, August.
    23. Ralph L. Keeney, 1988. "Structuring Objectives for Problems of Public Interest," Operations Research, INFORMS, vol. 36(3), pages 396-405, June.
    24. A Ishizaka & D Balkenborg & T Kaplan, 2011. "Does AHP help us make a choice? An experimental evaluation," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(10), pages 1801-1812, October.
    25. Geurts, Jac. L. A. & Joldersma, Cisca, 2001. "Methodology for participatory policy analysis," European Journal of Operational Research, Elsevier, vol. 128(2), pages 300-310, January.
    26. Emmanuel Bernard Picavet, 2009. "Opportunities and pitfalls for ethical analysis in operations research and the management sciences," Post-Print hal-00476559, HAL.
    27. Werner Ulrich, 1994. "Can We Secure Future-Responsive Management Through Systems Thinking and Design?," Interfaces, INFORMS, vol. 24(4), pages 26-37, August.
    28. K. K. Bhardwaj, 1972. "Letters to the Editor: I," India Quarterly: A Journal of International Affairs, , vol. 28(1), pages 79-81, January.
    29. Ralph L. Keeney, 1994. "Using Values in Operations Research," Operations Research, INFORMS, vol. 42(5), pages 793-813, October.
    30. Vaidya, Omkarprasad S. & Kumar, Sushil, 2006. "Analytic hierarchy process: An overview of applications," European Journal of Operational Research, Elsevier, vol. 169(1), pages 1-29, February.
    31. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    32. O'Brien, F. A., 2004. "Scenario planning--lessons for practice from teaching and learning," European Journal of Operational Research, Elsevier, vol. 152(3), pages 709-722, February.
    33. Brailsford, Sally & Vissers, Jan, 2011. "OR in healthcare: A European perspective," European Journal of Operational Research, Elsevier, vol. 212(2), pages 223-234, July.
    34. Macharis, Cathy & Springael, Johan & De Brucker, Klaas & Verbeke, Alain, 2004. "PROMETHEE and AHP: The design of operational synergies in multicriteria analysis.: Strengthening PROMETHEE with ideas of AHP," European Journal of Operational Research, Elsevier, vol. 153(2), pages 307-317, March.
    35. W Ulrich, 2012. "Operational research and critical systems thinking—an integrated perspective. Part 2: OR as argumentative practice," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 63(9), pages 1307-1322, September.
    36. Howard, Nigel, 1987. "The present and future of metagame analysis," European Journal of Operational Research, Elsevier, vol. 32(1), pages 1-25, October.
    37. Cooper, W. W. & Seiford, Lawrence M. & Thanassoulis, Emmanuel & Zanakis, Stelios H., 2004. "DEA and its uses in different countries," European Journal of Operational Research, Elsevier, vol. 154(2), pages 337-344, April.
    38. Thomas L. Saaty, 1994. "How to Make a Decision: The Analytic Hierarchy Process," Interfaces, INFORMS, vol. 24(6), pages 19-43, December.
    39. anonymous, 1965. "Commentary on "The Researcher and the Manager: A Dialectic of Implementation"," Management Science, INFORMS, vol. 12(2), pages 2-2, October.
    40. Maclagan, P, 1989. "Methodology choice and consulting ethics in management science," Omega, Elsevier, vol. 17(5), pages 397-407.
    41. White, Leroy & Bourne, Humphrey, 2007. "Voices and values: Linking values with participation in OR/MS in public policy making," Omega, Elsevier, vol. 35(5), pages 588-603, October.
    42. D. Carpio & B. Cohen & J. Eldred & V. Gangavane & J. Greiner & J. Hall & L. L. Jayaraman & P. Joglekar & R. Levine & A. Noad & S. Prasow & F. Sagasti & F. Smith, 1972. "A Student Appraisal of the Proposed Guidelines for Operations Research," Management Science, INFORMS, vol. 18(10), pages 618-625, June.
    43. Oliveira, Carla & Antunes, Carlos Henggeler, 2004. "A multiple objective model to deal with economy-energy-environment interactions," European Journal of Operational Research, Elsevier, vol. 153(2), pages 370-385, March.
    44. Patrick Allen & Bart Bennett & Manuel Carrillo & Bruce Goeller & Warren Walker, 1992. "Quality in Policy Modeling," Interfaces, INFORMS, vol. 22(4), pages 70-85, August.
    45. Brans, J. P. & Macharis, C. & Kunsch, P. L. & Chevalier, A. & Schwaninger, M., 1998. "Combining multicriteria decision aid and system dynamics for the control of socio-economic processes. An iterative real-time procedure," European Journal of Operational Research, Elsevier, vol. 109(2), pages 428-441, September.
    46. Walker, Warren E., 2009. "Does the best practice of rational-style model-based policy analysis already include ethical considerations?," Omega, Elsevier, vol. 37(6), pages 1051-1062, December.
    47. Fatemeh Zahedi, 1986. "The Analytic Hierarchy Process---A Survey of the Method and its Applications," Interfaces, INFORMS, vol. 16(4), pages 96-108, August.
    48. Rauschmayer, F. & Kavathatzopoulos, I. & Kunsch, P.L. & Le Menestrel, M., 2009. "Why good practice of OR is not enough--Ethical challenges for the OR practitioner," Omega, Elsevier, vol. 37(6), pages 1089-1099, December.
    49. Harvey M. Wagner, 1972. "Commentary on ORSA Guidelines," Management Science, INFORMS, vol. 18(10), pages 609-613, June.
    50. Gass, Saul I., 2009. "Ethical guidelines and codes in operations research," Omega, Elsevier, vol. 37(6), pages 1044-1050, December.
    51. Russell L. Ackoff, 1994. "Higher Education and Social Stratification," Interfaces, INFORMS, vol. 24(4), pages 73-82, August.
    52. Papadopoulos, Agis & Karagiannidis, Avraam, 2008. "Application of the multi-criteria analysis method Electre III for the optimisation of decentralised energy systems," Omega, Elsevier, vol. 36(5), pages 766-776, October.
    53. L N Van Wassenhove, 2006. "Humanitarian aid logistics: supply chain management in high gear," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(5), pages 475-489, May.
    54. I Munro & J Mingers, 2004. "Response to Richard Ormerod," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(1), pages 90-93, January.
    55. Ormerod, Richard John, 1980. "Energy models for decision making," European Journal of Operational Research, Elsevier, vol. 5(6), pages 366-377, December.
    56. Ormerod, R. J., 1997. "The design of organisational intervention: Choosing the approach," Omega, Elsevier, vol. 25(4), pages 415-435, August.
    57. Yang, Taho & Kuo, Chunwei, 2003. "A hierarchical AHP/DEA methodology for the facilities layout design problem," European Journal of Operational Research, Elsevier, vol. 147(1), pages 128-136, May.
    58. 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.
    59. Dekker, Rommert & Bloemhof, Jacqueline & Mallidis, Ioannis, 2012. "Operations Research for green logistics – An overview of aspects, issues, contributions and challenges," European Journal of Operational Research, Elsevier, vol. 219(3), pages 671-679.
    60. Roy, B., 1987. "Meaning and validity of interactive procedures as tools for decision making," European Journal of Operational Research, Elsevier, vol. 31(3), pages 297-303, September.
    61. 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.
    62. Roy, Bernard, 1990. "Decision-aid and decision-making," European Journal of Operational Research, Elsevier, vol. 45(2-3), pages 324-331, April.
    63. C. West Churchman, 1970. "Operations Research as a Profession," Management Science, INFORMS, vol. 17(2), pages 37-53, October.
    64. White, Leroy & Lee, Gregory John, 2009. "Operational research and sustainable development: Tackling the social dimension," European Journal of Operational Research, Elsevier, vol. 193(3), pages 683-692, March.
    65. Richard O. Mason, 1969. "A Dialectical Approach to Strategic Planning," Management Science, INFORMS, vol. 15(8), pages 403-414, April.
    66. Weber, Martin & Borcherding, Katrin, 1993. "Behavioral influences on weight judgments in multiattribute decision making," European Journal of Operational Research, Elsevier, vol. 67(1), pages 1-12, May.
    67. Le Menestrel, Marc & Van Wassenhove, Luk N., 2009. "Ethics in Operations Research and Management Sciences: A never-ending effort to combine rigor and passion," Omega, Elsevier, vol. 37(6), pages 1039-1043, December.
    68. Robert E. Machol, 1982. "The ORSA Guidelines Report---A Retrospective," Interfaces, INFORMS, vol. 12(3), pages 20-28, June.
    69. Brans, J. Pierre, 2002. "OR, Ethics and Decisions: the OATH of PROMETHEUS," European Journal of Operational Research, Elsevier, vol. 140(2), pages 191-196, July.
    70. S Bell & S Morse, 2007. "Problem structuring methods: theorizing the benefits of deconstructing sustainable development projects," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(5), pages 576-587, May.
    71. Bertrand Mareschal & Jean Pierre Brans & Philippe Vincke, 1986. "How to select and how to rank projects: the Prométhée method," ULB Institutional Repository 2013/9307, ULB -- Universite Libre de Bruxelles.
    72. Russell L. Ackoff, 1981. "The Art and Science of Mess Management," Interfaces, INFORMS, vol. 11(1), pages 20-26, February.
    73. Brans, J. Pierre, 2002. "Ethics and decision," European Journal of Operational Research, Elsevier, vol. 136(2), pages 340-352, January.
    74. P Linares & C Romero, 2000. "A multiple criteria decision making approach for electricity planning in Spain: economic versus environmental objectives," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 51(6), pages 736-743, June.
    75. Walker, Warren E. & Rahman, S. Adnan & Cave, Jonathan, 2001. "Adaptive policies, policy analysis, and policy-making," European Journal of Operational Research, Elsevier, vol. 128(2), pages 282-289, January.
    76. Brans, J. P. & Vincke, Ph. & Mareschal, B., 1986. "How to select and how to rank projects: The method," European Journal of Operational Research, Elsevier, vol. 24(2), pages 228-238, February.
    77. C. W. Churchman & A. H. Schainblatt, 1965. "The Researcher and The Manager: A Dialectic of Implementation," Management Science, INFORMS, vol. 11(4), pages 69-87, February.
    78. R J Ormerod, 2010. "OR as rational choice: a decision and game theory perspective," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(12), pages 1761-1776, December.
    79. Cooper, Antony K. & Ittmann, Hans W. & Stylianides, Theo & Schmitz, Peter M.U., 2009. "Ethical issues in tracking cellular telephones at an event," Omega, Elsevier, vol. 37(6), pages 1063-1072, December.
    80. Gallo, Giorgio, 2004. "Operations research and ethics: Responsibility, sharing and cooperation," European Journal of Operational Research, Elsevier, vol. 153(2), pages 468-476, March.
    81. Zhou, P. & Ang, B.W. & Poh, K.L., 2008. "A survey of data envelopment analysis in energy and environmental studies," European Journal of Operational Research, Elsevier, vol. 189(1), pages 1-18, August.
    82. Mingers, John, 2011. "Ethics and OR: Operationalising discourse ethics," European Journal of Operational Research, Elsevier, vol. 210(1), pages 114-124, April.
    83. R J Ormerod, 2010. "Articulate intervention revisited," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(7), pages 1078-1094, July.
    84. Samuel Eilon, 1970. "On Education in Management Science," Management Science, INFORMS, vol. 17(2), pages 15-19, October.
    85. Ulrich, Werner, 1987. "Critical heuristics of social systems design," European Journal of Operational Research, Elsevier, vol. 31(3), pages 276-283, September.
    86. Robin Gregory & Ralph L. Keeney, 1994. "Creating Policy Alternatives Using Stakeholder Values," Management Science, INFORMS, vol. 40(8), pages 1035-1048, August.
    87. Wenstøp, Fred & Koppang, Haavard, 2009. "On operations research and value conflicts," Omega, Elsevier, vol. 37(6), pages 1109-1120, December.
    88. W Ulrich, 2003. "Beyond methodology choice: critical systems thinking as critically systemic discourse," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(4), pages 325-342, April.
    89. R Ormerod, 2006. "The history and ideas of pragmatism," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(8), pages 892-909, August.
    90. Bryant, J., 1997. "The plot thickens: Understanding interaction through the metaphor of drama," Omega, Elsevier, vol. 25(3), pages 255-266, June.
    91. Guitouni, Adel & Martel, Jean-Marc, 1998. "Tentative guidelines to help choosing an appropriate MCDA method," European Journal of Operational Research, Elsevier, vol. 109(2), pages 501-521, September.
    92. Picavet, Emmanuel, 2009. "Opportunities and pitfalls for ethical analysis in operations research and the management sciences," Omega, Elsevier, vol. 37(6), pages 1121-1131, December.
    93. DeTombe, Dorien J., 2002. "Complex Societal Problems in Operational Research," European Journal of Operational Research, Elsevier, vol. 140(2), pages 232-240, July.
    94. Brans, Jean-Pierre, 2004. "The management of the future: Ethics in OR: Respect, multicriteria management, happiness," European Journal of Operational Research, Elsevier, vol. 153(2), pages 466-467, March.
    95. C. West Churchman, 1972. "Preface to the Discussion of the ORSA Guidelines," Management Science, INFORMS, vol. 18(10), pages 608-609, June.
    96. Ian I. Mitroff, 1972. "The Myth of Objectivity OR Why Science Needs a New Psychology of Science," Management Science, INFORMS, vol. 18(10), pages 613-618, June.
    97. Roy, Bernard, 1993. "Decision science or decision-aid science?," European Journal of Operational Research, Elsevier, vol. 66(2), pages 184-203, April.
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    15. Ulrike Reisach, 2016. "The creation of meaning and critical ethical reflection in operational research," EURO Journal on Decision Processes, Springer;EURO - The Association of European Operational Research Societies, vol. 4(1), pages 5-32, June.
    16. Gerald Midgley & Erik Lindhult, 2021. "A systems perspective on systemic innovation," Systems Research and Behavioral Science, Wiley Blackwell, vol. 38(5), pages 635-670, October.
    17. R J Ormerod, 2010. "Articulate intervention revisited," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(7), pages 1078-1094, July.
    18. Marttunen, Mika & Hamalainen, Raimo P., 1995. "Decision analysis interviews in environmental impact assessment," European Journal of Operational Research, Elsevier, vol. 87(3), pages 551-563, December.
    19. Kleijnen, Jack P.C., 2011. "Ethical issues in engineering models : An operations researcher's reflections," Other publications TiSEM 88caba9e-1d78-47d7-9a0b-b, Tilburg University, School of Economics and Management.
    20. Marttunen, Mika & Belton, Valerie & Lienert, Judit, 2018. "Are objectives hierarchy related biases observed in practice? A meta-analysis of environmental and energy applications of Multi-Criteria Decision Analysis," European Journal of Operational Research, Elsevier, vol. 265(1), pages 178-194.

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