Anniversary Article: Decision Analysis in Management Science

As part of the 50th anniversary ofManagement Science, the journal is publishing articles that reflect on the past, present, and future of the various subfields the journal represents. In this article, we consider decision analysis research as it has appeared inManagement Science. After reviewing the foundations of decision analysis and the history of the journal's decision analysis department, we review a number of key developments in decision analysis research that have appeared inManagement Science and offer some comments on the current state of the field.

[1]  P. Fishburn,et al.  Fairness and social risk I: unaggregated analyses , 1994 .

[2]  I. J. Myung,et al.  Maximum Entropy Aggregation of Expert Predictions , 1996 .

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

[4]  Robert L. Winkler,et al.  Expert resolution , 1986 .

[5]  P. Fishburn Methods of Estimating Additive Utilities , 1967 .

[6]  J. Harsanyi Cardinal Welfare, Individualistic Ethics, and Interpersonal Comparisons of Utility , 1955 .

[7]  H. Kunreuther,et al.  Decision Making: SOURCES OF BIAS IN ASSESSMENT PROCEDURES FOR UTILITY FUNCTIONS , 1982 .

[8]  David E. Bell,et al.  Multiattribute Utility Functions: Decompositions Using Interpolation , 1979 .

[9]  Ralph L. Keeney,et al.  Evaluating Methodologies: A Procedure and Application to Nuclear Power Plant Siting Methodologies , 1979 .

[10]  Paul H. Zipkin,et al.  Competitive and Cooperative Inventory Policies in a Two-Stage Supply Chain , 1999 .

[11]  W. Edwards,et al.  Conservatism in a simple probability inference task. , 1966, Journal of experimental psychology.

[12]  P. Fishburn,et al.  Utility theory , 1980, Cognitive Choice Modeling.

[13]  P. Farquhar State of the Art—Utility Assessment Methods , 1984 .

[14]  Patrick D. Larkey,et al.  Subjective Probability and the Theory of Games , 1982 .

[15]  Herbert Moskowitz,et al.  Improving the Consistency of Conditional Probability Assessments for Forecasting and Decision Making , 1983 .

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

[17]  J. Neumann,et al.  Theory of games and economic behavior , 1945, 100 Years of Math Milestones.

[18]  George P. Huber,et al.  Multi-Attribute Utility Models: A Review of Field and Field-Like Studies , 1974 .

[19]  Gary E. Bolton,et al.  How Communication Links Influence Coalition Bargaining: A Laboratory Investigation , 2003, Manag. Sci..

[20]  Eric J. Johnson,et al.  Bias in utility assessments: further evidence and explanations , 1989 .

[21]  Stephen C. Hora,et al.  Probability Judgments for Continuous Quantities: Linear Combinations and Calibration , 2004, Manag. Sci..

[22]  John C. Harsanyi,et al.  Games with Incomplete Information , 1994 .

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

[24]  Joseph B. Kadane,et al.  The Confusion of Is and Ought in Game Theoretic Contexts , 1983 .

[25]  Howard Raiffa,et al.  Games and Decisions: Introduction and Critical Survey. , 1958 .

[26]  M. Bacharach Group Decisions in the Face of Differences of Opinion , 1975 .

[27]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[28]  P. Wakker Additive Representations of Preferences: A New Foundation of Decision Analysis , 1988 .

[29]  A. Tversky,et al.  Prospect theory: analysis of decision under risk , 1979 .

[30]  James K. Sebenius,et al.  Negotiation analysis: a characterization and review , 1992 .

[31]  B. D. Finetti La prévision : ses lois logiques, ses sources subjectives , 1937 .

[32]  David V. Budescu,et al.  Encoding subjective probabilities: A psychological and psychometric review , 1983 .

[33]  Charles M. Harvey,et al.  Decision Analysis Models for Social Attitudes Toward Inequity , 1985 .

[34]  Mark R. McCord,et al.  Lottery Equivalents: Reduction of the Certainty Effect Problem in Utility Assessment , 1986 .

[35]  Mark J. Schervish,et al.  Comments on some axioms for combining expert judgments , 1986 .

[36]  Ronald M. Harstad,et al.  Modeling Competitive Bidding: A Critical Essay , 1994 .

[37]  John C. Harsanyi,et al.  Comment-Subjective Probability and the Theory of Games: Comments on Kadane and Larkey's Paper , 1982 .

[38]  Ward Edwards,et al.  Conservatism in Complex Probabilistic Inference , 1966 .

[39]  Robert T. Clemen,et al.  Combining Overlapping Information , 1987 .

[40]  R. L. Winkler,et al.  Unanimity and compromise among probability forecasters , 1990 .

[41]  Ronald A. Howard,et al.  The Foundations of Decision Analysis , 1968, IEEE Trans. Syst. Sci. Cybern..

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

[43]  Richard J. Zeckhauser,et al.  The fair and efficient division of the Winsor family silver , 1990 .

[44]  James E. Smith,et al.  Valuing Risky Projects: Option Pricing Theory and Decision Analysis , 1995 .

[45]  W. Edwards The theory of decision making. , 1954, Psychological bulletin.

[46]  D. E. Bell,et al.  Decision making: Descriptive, normative, and prescriptive interactions. , 1990 .

[47]  Luis G. Vargas,et al.  The theory of ratio scale estimation: Saaty's analytic hierarchy process , 1987 .

[48]  L. J. Savage,et al.  The Foundations of Statistics , 1955 .

[49]  Robert Wilson Investment Analysis Under Uncertainty , 1969 .

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

[51]  Martin Shubik Comment on The Confusion of Is and Ought in Game Theoretic Contexts , 1983 .

[52]  Kathryn B. Laskey,et al.  Preferences for proxy attributes , 1987 .

[53]  S. French,et al.  Calibration and the Expert Problem , 1986 .

[54]  Joseph B. Kadane,et al.  Reply to Professor Harsanyi , 1982 .

[55]  A. H. Murphy,et al.  Scoring rules in probability assessment and evaluation , 1970 .

[56]  Rakesh K. Sarin,et al.  Group Preference Aggregation Rules Based on Strength of Preference , 1979 .

[57]  P. Schoemaker,et al.  Probability Versus Certainty Equivalence Methods in Utility Measurement: Are they Equivalent? , 1985 .

[58]  D. Keefer Resource allocation models with risk aversion and probabilistic dependence: offshore oil and gas bidding , 1991 .

[59]  Peter C. Fishburn,et al.  Independence, Trade-Offs, and Transformations in Bivariate Utility Functions , 1965 .

[60]  R. L. Winkler,et al.  Risk Sharing and Group Decision Making , 1981 .

[61]  Ronald A. Howard,et al.  Knowledge Maps , 1989 .

[62]  Peter A. Morris,et al.  Combining Expert Judgments: A Bayesian Approach , 1977 .

[63]  Ralph L. Keeney,et al.  Group Decision Making Using Cardinal Social Welfare Functions , 1975 .

[64]  Robert T. Clemen,et al.  Calibration and the aggregation of probabilities , 1986 .

[65]  R. Keeney Utility Functions for Multiattributed Consequences , 1972 .

[66]  Peter A. Morris,et al.  Observations on expert aggregation , 1986 .

[67]  Robert L. Winkler,et al.  Assessing Dependence: Some Experimental Results , 2000 .

[68]  J. Dyer Remarks on the analytic hierarchy process , 1990 .

[69]  Rakesh K. Sarin,et al.  Analysis of Alternative National Ambient Carbon Monoxide Standards , 1984 .

[70]  Gregory S. Parnell,et al.  Foundations 2025: a Value Model for Evaluating Future Air and Space Forces , 1998 .

[71]  Peter P. Wakker,et al.  Additive Representations of Preferences , 1989 .

[72]  H. Raiffa The art and science of negotiation , 1983 .

[73]  Craig W. Kirkwood,et al.  Multiobjective Decision Analysis for Transmission Conductor Selection , 1978 .

[74]  A. Tversky,et al.  Advances in prospect theory: Cumulative representation of uncertainty , 1992 .

[75]  J. Michael Harrison Independence and Calibration in Decision Analysis , 1977 .

[76]  H. Raiffa,et al.  Decisions with Multiple Objectives , 1993 .

[77]  M. Allais Le comportement de l'homme rationnel devant le risque : critique des postulats et axiomes de l'ecole americaine , 1953 .

[78]  D. Winterfeldt,et al.  The effects of splitting attributes on weights in multiattribute utility measurement , 1988 .

[79]  Peter P. Wakker,et al.  Making Descriptive Use of Prospect Theory to Improve the Prescriptive Use of Expected Utility , 2001, Manag. Sci..

[80]  Samuel E. Bodily Police Sector Design Incorporating Preferences of Interest Groups for Equality and Efficiency , 1978 .

[81]  John C. Harsanyi,et al.  Games with Incomplete Information Played by "Bayesian" Players, I-III: Part I. The Basic Model& , 2004, Manag. Sci..

[82]  R. Gregory,et al.  Creating policy alternatives using stakeholder values , 1994 .

[83]  R. L. Winkler Evaluating probabilities: asymmetric scoring rules , 1994 .

[84]  R. L. Winkler Combining Probability Distributions from Dependent Information Sources , 1981 .

[85]  Martin Shubik,et al.  What is an application and when is theory a waste of time , 1987 .

[86]  Colin Camerer Behavioral Game Theory: Experiments in Strategic Interaction , 2003 .

[87]  J. Harsanyi Games with Incomplete Information Played by “Bayesian” Players Part II. Bayesian Equilibrium Points , 1968 .

[88]  K. Arrow Social Choice and Individual Values , 1951 .

[89]  Peter C. Fishburn,et al.  The Invention of the Independence Condition for Preferences , 1995 .

[90]  Dennis V. Lindley,et al.  Another Look at an Axiomatic Approach to Expert Resolution , 1986 .

[91]  K. Arrow Alternative Approaches to the Theory of Choice in Risk-Taking Situations , 1951 .

[92]  R. L. Winkler,et al.  Scoring Rules for Continuous Probability Distributions , 1976 .

[93]  T. Bayes An essay towards solving a problem in the doctrine of chances , 2003 .

[94]  T. Saaty An exposition of the AHP in reply to the paper “remarks on the analytic hierarchy process” , 1990 .

[95]  Peter A. Morris,et al.  Decision Analysis Expert Use , 1974 .

[96]  P. Fishburn,et al.  Dispersive equity and social risk , 1991 .

[97]  J. Pratt RISK AVERSION IN THE SMALL AND IN THE LARGE11This research was supported by the National Science Foundation (grant NSF-G24035). Reproduction in whole or in part is permitted for any purpose of the United States Government. , 1964 .

[98]  R. Keeney A Group Preference Axiomatization with Cardinal Utility , 1976 .

[99]  Peter A. Morris,et al.  An Axiomatic Approach to Expert Resolution , 1983 .

[100]  T. Saaty Axiomatic foundation of the analytic hierarchy process , 1986 .

[101]  Robert L. Winkler,et al.  The Consensus of Subjective Probability Distributions , 1968 .

[102]  H. Raiffa,et al.  Applied Statistical Decision Theory. , 1961 .

[103]  Robert L. Winkler,et al.  Evaluating and Combining Physicians' Probabilities of Survival in an Intensive Care Unit , 1993 .

[104]  Robert L. Winkler,et al.  Aggregating Point Estimates: A Flexible Modeling Approach , 1993 .

[105]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.

[106]  Patricio Donoso,et al.  Evaluacion De Las Oportunidades De Mejoramiento De La Logistica Directa De Emergencia , 2004 .

[107]  Rakesh K. Sarin,et al.  Performance-Based Incentive Plans , 1980 .

[108]  Ronald A. Howard,et al.  Bayesian Decision Models for System Engineering , 1965, IEEE Trans. Syst. Sci. Cybern..

[109]  H. Raiffa,et al.  The Foundations of Decision under Uncertainty: An Elementary Exposition , 1964 .

[110]  P. Wakker,et al.  Eliciting von Neumann-Morgenstern Utilities When Probabilities Are Distorted or Unknown , 1996 .

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

[112]  M. Degroot,et al.  Optimal linear opinion pools , 1991 .

[113]  Howard Raiffa,et al.  Decision analysis: introductory lectures on choices under uncertainty. 1968. , 1969, M.D.Computing.

[114]  James L. Corner,et al.  Perspective on Decision Analysis Applications, 1990 - 2001 , 2004, Decis. Anal..

[115]  Wallace J. Hopp,et al.  Fifty Years of Management Science , 2004, Manag. Sci..

[116]  J. Harsanyi Games with Incomplete Information Played by 'Bayesian' Players, Part III. The Basic Probability Distribution of the Game , 1968 .

[117]  Luis G. Vargas,et al.  Reply to “remarks on the analytic hierarchy process” by J. S. Dyer , 1990 .

[118]  R. Keeney Utility Functions for Equity and Public Risk , 1980 .

[119]  Robert Schlaifer,et al.  Probability And Statistics For Business Decisions , 1960 .