Characteristics of Decisions in Decision Analysis Practice

This paper presents summary statistics regarding the characteristics of decisions identified in a recent review of 86 applications of decision analysis. The goals of this summary are (1) to identify values for important parameters which characterize the structure of decisions which have been analysed using decision analysis; (2) to see what proportion of studies use the various available analysis tools; and (3) to draw implications from these results, particularly in terms of simplifying applied decision analysis. The results show that decisions tend to be multiattributed, involve a modest number of alternatives, and uncertainties appear to be the major source of influence on the chosen alternative. Furthermore, applications generally appear to take advantage of tools dealing with problem structuring, assessing uncertainty and performing sensitivity analysis.

[1]  John D. C. Little,et al.  Research Opportunities in the Decision and Management Sciences: Report of the Dallas National Science Foundation Workshop , 1986 .

[2]  Otto Loistl The Erroneous Approximation of Expected Utility by Means of a Taylor's Series Expansion: Analytic and Computational Results , 1976 .

[3]  Kwangsun Yoon,et al.  The Propagation of Errors in Multiple-attribute Decision Analysis: A Practical Approach , 1989 .

[4]  Thomas J. Madden,et al.  Decision Analysis Used to Evaluate Air Quality Control Equipment for Ohio Edison Company , 1983 .

[5]  David D. Jensen,et al.  Applying Decision Analysis to Determine the Effect of Smoke Detector Laws on Fire Loss in the United States , 1989 .

[6]  D. A. Seaver,et al.  A comparison of weight approximation techniques in multiattribute utility decision making , 1981 .

[7]  Ralph L. Keeney,et al.  Measurement Scales for Quantifying Attributes , 1981 .

[8]  Rakesh K. Sarin,et al.  Ranking with Partial Information: A Method and an Application , 1985, Oper. Res..

[9]  Nava Pliskin,et al.  Decision analysis in clinical practice , 1980 .

[10]  Herbert Moskowitz,et al.  Decision and risk analysis , 1987 .

[11]  V T Covello,et al.  Decision analysis and risk management decision making: issues and methods. , 1987, Risk analysis : an official publication of the Society for Risk Analysis.

[12]  James P. Peerenboom,et al.  OR Practice - Selecting a Portfolio of Environmental Programs for a Synthetic Fuels Facility , 1989, Oper. Res..

[13]  Donald L. Keefer,et al.  Approximations and Sensitivity in Multiobjective Resource Allocation , 1980, Oper. Res..

[14]  D. North,et al.  Decision Analysis of Program Choices in Magnetic Fusion Energy Development , 1982 .

[15]  Richard M. Tong,et al.  On the Generation of Alternatives in Decision Analysis Problems , 1982 .

[16]  Simon French Recent Mathematical Developments in Decision Analysis , 1991 .

[17]  Joanna L. Y. Ho,et al.  Decision problem structuring: generating options , 1988, IEEE Trans. Syst. Man Cybern..

[18]  R L Keeney,et al.  An analysis of the portfolio of sites to characterize for selecting a nuclear repository. , 1987, Risk analysis : an official publication of the Society for Risk Analysis.

[19]  Von Furstenberg,et al.  Acting under uncertainty : multidisciplinary conceptions , 1990 .

[20]  Dennis M. Buede Structuring Value Attributes , 1986 .

[21]  James S. Dyer,et al.  Tinker Toys and Christmas Trees: Opening a New Merchandising Package for Amoco Oil Company , 1982 .

[22]  C. Kirkwood Estimating the Impact of Uncertainty on a Deterministic Multiattribute Evaluation , 1992 .

[23]  R L Keeney,et al.  A multiattribute utility analysis of alternative sites for the disposal of nuclear waste. , 1987, Risk analysis : an official publication of the Society for Risk Analysis.

[24]  Lawrence D. Phillips,et al.  Requisite Decision Modelling: A Case Study , 1982 .

[25]  Carl-Axel S. Staël von Holstein,et al.  Exceptional Paper---Probability Encoding in Decision Analysis , 1975 .

[26]  M. W. Merkhofer,et al.  Quantifying judgmental uncertainty: Methodology, experiences, and insights , 1987, IEEE Transactions on Systems, Man, and Cybernetics.

[27]  Michael Pidd,et al.  Problem Structuring — A Literature Review , 1981 .

[28]  Howard Wainer,et al.  Estimating Coefficients in Linear Models: It Don't Make No Nevermind , 1976 .

[29]  A. Tversky,et al.  Prospect Theory : An Analysis of Decision under Risk Author ( s ) : , 2007 .

[30]  Charles A. Holloway Decision Making Under Uncertainty: Models and Choices , 1979 .

[31]  D. Keefer,et al.  Three-Point Approximations for Continuous Random Variables , 1983 .

[32]  Lola L. Lopes Re-Modeling Risk Aversion: A Comparison of Bernoullian and Rank Dependent Value Approaches , 1990 .

[33]  R. Howard Proximal Decision Analysis , 1971 .

[34]  Craig W. Kirkwood,et al.  Decision Analysis to Select a Microcomputer Networking Strategy: A Procedure and a Case Study , 1988 .

[35]  Robert T. Clemen,et al.  Making Hard Decisions: An Introduction to Decision Analysis , 1997 .

[36]  Ralph L. Keeney,et al.  The art of assessing multiattribute utility functions , 1977 .

[37]  D. Keefer Certainty Equivalents for Three-Point Discrete-Distribution Approximations , 1994 .

[38]  R. Hogarth,et al.  Unit weighting schemes for decision making , 1975 .

[39]  J. Clarke The Application of Decision Analysis to Clinical Medicine , 1987 .

[40]  Geoff Wade,et al.  An investigation into the application of decision analysis in United Kingdom companies , 1973 .

[41]  Kamal Golabi,et al.  Selecting a Portfolio of Solar Energy Projects Using Multiattribute Preference Theory , 1981 .

[42]  James Corner,et al.  Operationalizing approximate multiattribute utility functions for use in practice , 1994 .

[43]  R. L. Keeney,et al.  Decisions with Multiple Objectives: Preferences and Value Trade-Offs , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[44]  Donald L. Keefer,et al.  A Multiobjective Decision Analysis: Budget Planning for Product Engineering , 1978 .

[45]  J. Ulvila Postal Automation ZIP + 4 Technology: A Decision Analysis , 1987 .

[46]  C. Kirkwood,et al.  The Effectiveness of Partial Information about Attribute Weights for Ranking Alternatives in Multiattribute Decision Making , 1993 .

[47]  Samuel Holtzman,et al.  Intelligent decision systems , 1988 .

[48]  A. C. Miller,et al.  Discrete Approximations of Probability Distributions , 1983 .

[49]  I. F. A. S. Member,et al.  Multiple Attribute Decision Analysis with Imprecise Information , 1989 .

[50]  Ronald A. Howard,et al.  Decision analysis: practice and promise , 1988 .

[51]  T. Stewart A CRITICAL SURVEY ON THE STATUS OF MULTIPLE CRITERIA DECISION MAKING THEORY AND PRACTICE , 1992 .

[52]  Boaz Ronen,et al.  Decision Analysis in Microelectronic Reliability: Optimal Design and Packaging of a Diode Array , 1981, Oper. Res..

[53]  A. Carlsen,et al.  Ranking Hydroelectric Power Projects with Multicriteria Decision Analysis , 1988 .

[54]  W. Edwards,et al.  Decision Analysis and Behavioral Research , 1986 .

[55]  James L. Corner,et al.  Decision Analysis Applications in the Operations Research Literature, 1970-1989 , 1991, Oper. Res..

[56]  D. Winterfeldt Structuring decision problems for decision analysis , 1980 .

[57]  Alan S. Manne,et al.  Feature Article - Energy Policy Modeling: A Survey , 1979, Oper. Res..

[58]  Ralph L. Keeney,et al.  Feature Article - Decision Analysis: An Overview , 1982, Oper. Res..

[59]  B. Hobbs A COMPARISON OF WEIGHTING METHODS IN POWER PLANT SITING , 1980 .