Conjoint Analysis in Marketing: New Developments with Implications for Research and Practice

The authors update and extend their 1978 review of conjoint analysis. In addition to discussing several new developments, they consider alternative approaches for measuring preference structures in the presence of a large number of attributes. They also discuss other topics such as reliability, validity, and choice simulators.

[1]  James B. Wiley,et al.  Selecting Pareto Optimal Subsets From Multiattribute Alternatives , 1978 .

[2]  Joel Huber,et al.  Testing the Impact of Dimensional Complexity and Affective Differences of Paired Concepts in Adaptive Conjoint Analysis , 1987 .

[3]  Allan D. Shocker,et al.  Linear programming techniques for multidimensional analysis of preferences , 1973 .

[4]  Paul E. Green,et al.  Recent contributions to optimal product positioning and buyer segmentation , 1989 .

[5]  Paul E. Green,et al.  Choice rules and sensitivity analysis in conjoint simulators , 1988 .

[6]  David W. Stanley,et al.  The Eclipse Method: Optimizing Product Formulation Through a Consumer Generated Ideal Sensory Profile , 1977 .

[7]  D. Gensch.  A Two-Stage Disaggregate Attribute Choice Model , 1987 .

[8]  Gerald Albaum,et al.  BRIDGER, Version 1.0@@@SIMGRAF, Version 1.0 , 1989 .

[9]  Morris B. Holbrook,et al.  Conjoint Analysis on Objects with Environmentally Correlated Attributes: The Questionable Importance of Representative Design , 1990 .

[10]  Aloke Dey,et al.  Orthogonal Main-Effect Plans for Asymmetrical Factorials , 1979 .

[11]  Paul E. Green,et al.  Cross-Validation Assessment of Alternatives to Individual-Level Conjoint Analysis: A Case Study , 1989 .

[12]  Sanjoy Ghose,et al.  When Choice Models Fail: Compensatory Models in Negatively Correlated Environments , 1989 .

[13]  C. L. Mallows.  Some comments on C_p , 1973 .

[14]  Dick R. Wittink,et al.  Comparing Derived Importance Weights Across Attributes , 1982 .

[15]  Jordan J. Louviere,et al.  Analyzing Decision Making: Metric Conjoint Analysis , 1988 .

[16]  Richard M. Johnson.  Beyond Conjoint Measurement: a Method of Pairwise Trade-Off Analysis , 1976 .

[17]  V. Srinivasan.  Network Models for Estimating Brand-Specific Effects in Multi-Attribute Marketing Models , 1979 .

[18]  Frank J. Carmone,et al.  ACA System for Adaptive Conjoint Analysis , 1987 .

[19]  Dick R. Wittink,et al.  The effect of differences in the number of attribute levels on conjoint results , 1990 .

[20]  J. D. Davidson,et al.  Forecasting Traffic on STOL , 1973 .

[21]  Michael R. Hagerty,et al.  The Cost of Simplifying Preference Models , 1986 .

[22]  Jordan J. Louviere,et al.  Design and Analysis of Simulated Consumer Choice or Allocation Experiments: An Approach Based on Aggregate Data , 1983 .

[23]  William L. Moore,et al.  Levels of Aggregation in Conjoint Analysis: An Empirical Comparison , 1980 .

[24]  Michael R. Hagerty,et al.  Improving the Predictive Power of Conjoint Analysis: The use of Factor Analysis and Cluster Analysis , 1985 .

[25]  D. Jones,et al.  A Survey Technique to Measure Demand under Various Pricing Strategies , 1975 .

[26]  Noreen M. Klein,et al.  Assessing Unacceptable Attribute Levels in Conjoint Analysis , 1987 .

[27]  Paul E. Green,et al.  Hybrid Models for Conjoint Analysis: An Expository Review , 1984 .

[28]  Peter Wright,et al.  State-of-mind effects on the accuracy with which utility functions predict marketplace choice. , 1980 .

[29]  A. Page,et al.  Redesigning product lines with conjoint analysis: How sunbeam does it , 1987 .

[30]  W. Kamakura.  A Least Squares Procedure for Benefit Segmentation with Conjoint Experiments , 1988 .

[31]  Allan D. Shocker,et al.  Estimating the weights for multiple attributes in a composite criterion using pairwise judgments , 1973 .

[32]  Kohsuke Ogawa,et al.  An Approach to Simultaneous Estimation and Segmentation in Conjoint Analysis , 1987 .

[33]  Joel H. Steckel,et al.  Towards a new way to measure power: Applying conjoint analysis to group decisions , 1989 .

[34]  Philippe Cattin,et al.  Commercial Use of Conjoint Analysis: An Update , 1989 .

[35]  R. Olshavsky,et al.  Task Complexity and Contingent Processing in Brand Choice , 1979 .

[36]  John W. Payne,et al.  Task complexity and contingent processing in decision making: An information search and protocol analysis☆ , 1976 .

[37]  Leon Jay Gleser,et al.  On Bounds for the Average Correlation Between Subtest Scores in Ipsatively Scored Tests , 1972 .

[38]  René Y. Darmon,et al.  Setting Sales Quotas with Conjoint Analysis , 1979 .

[39]  Mairead Browne,et al.  Information Behavior: A Multidisciplinary List of References , 1987 .

[40]  David B. Montgomery,et al.  Conjoint Calibration of the Customer/Competitor Interface in Industrial Markets , 1985 .

[41]  Richard M. Johnson.  Trade-Off Analysis of Consumer Values , 1974 .

[42]  David J. Reibstein,et al.  Conjoint Analysis Reliability: Empirical Findings , 1988 .

[43]  Jordan J. Louviere,et al.  Analyzing Decision Making , 1988 .

[44]  V. Srinivasan,et al.  A CONJUNCTIVE-COMPENSATORY APPROACH TO THE SELF-EXPLICATION OF MULTIATTRIBUTED PREFERENCES* , 1988 .

[45]  Paul E. Green,et al.  Model Misspecification in Multiattribute Parameter Estimation , 1981 .

[46]  Donald R. Herzog,et al.  Setting Sales Quotas , 1961 .

[47]  Randolph E. Bucklin,et al.  Determining Interbrand Substitutability through Survey Measurement of Consumer Preference Structures , 1991 .

[48]  Paul E. Green,et al.  Conjoint Internal Validity Under Alternative Profile Presentations , 1988 .

[49]  Henri Theil,et al.  A Multinomial Extension of the Linear Logit Model , 1969 .

[50]  Scott A. Neslin,et al.  Nash's Theory of Cooperative Games as a Predictor of the Outcomes of Buyer-Seller Negotiations: An Experiment in Media Purchasing , 1983 .

[51]  Gordon A. Wyner,et al.  Measuring the Quantity and Mix of Product Demand , 1984 .

[52]  Peter Wright.  Consumer Choice Strategies: Simplifying Vs. Optimizing , 1975 .

[53]  P. Green,et al.  Conjoint Analysis in Consumer Research: Issues and Outlook , 1978 .

[54]  Michael R. Hagerty,et al.  Comparing the predictive powers of alternative multiple regression models , 1991 .

[55]  Frank J. Carmone.  Book Review: Conjoint Designer , 1986 .

[56]  Naresh K. Malhotra,et al.  Improving Predictive Power of Conjoint Analysis by Constrained Parameter Estimation , 1983 .

[57]  Paul E. Green,et al.  A hybrid conjoint model for price-demand estimation , 1990 .

[58]  Philippe Cattin,et al.  A Simple Bayesian Procedure for Estimation in a Conjoint Model , 1983 .

[59]  Philippe Cattin,et al.  Technical Note---Factors Influencing the Selection of Preference Model Form for Continuous Utility Functions in Conjoint Analysis , 1984 .

[60]  Lakshman Krishnamurthi,et al.  Conjoint models of family decision making , 1988 .

[61]  Vithala R. Rao,et al.  Conjoint Measurement- for Quantifying Judgmental Data , 1971 .

[62]  Vijay Mahajan,et al.  A Conjoint Model for Measuring Self- and Cross-Price/Demand Relationships , 1982 .

[63]  Madhav N. Segal,et al.  Reliability of Conjoint Analysis: Contrasting Data Collection Procedures , 1982 .

[64]  Paul E. Green.  Book Review: Conjoint Analyzer , 1987 .

[65]  David B. Montgomery,et al.  Predictive Validity of Trade-Off Analysis for Alternative Segmentation Schemes , 1979 .

[66]  J. T. Webster,et al.  Formulating Push Marketing Strategies: A Method and Application , 1983 .

[67]  Paul E. Green,et al.  Adaptive Conjoint Analysis: Some Caveats and Suggestions , 1991 .

[68]  Wagner A. Kamakura,et al.  Predicting Choice Shares under Conditions of Brand Interdependence , 1984 .

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

[70]  William L. Moore,et al.  Measuring preferences with hybrid conjoint analysis: The impact of a different number of attributes in the master design , 1988 .

[71]  Paul E. Green,et al.  Completely Unacceptable Levels in Conjoint Analysis: A Cautionary Note , 1988 .

[72]  J. S. Dajani,et al.  Forecasting the Effectiveness of Work-Trip Gasoline Conservation Policies through Conjoint Analysis , 1981 .

[73]  John O. Summers,et al.  Reliability and Validity of Conjoint Analysis and Self-Explicated Weights: A Comparison , 1984 .

[74]  Paul E. Green,et al.  A Hybrid Utility Estimation Model for Conjoint Analysis , 1981 .

[75]  Paul E. Green,et al.  On the Design of Choice Experiments Involving Multifactor Alternatives , 1974 .

[76]  Vijay Mahajan,et al.  A Comparison of the Internal Validity of Alternative Parameter Estimation Methods in Decompositional Multiattribute Preference Models , 1979 .

[77]  William L. Wilkie,et al.  Issues in Marketing's use of Multi-Attribute Attitude Models , 1973 .

[78]  Wayne S. DeSarbo,et al.  Three-Way Multivariate Conjoint Analysis , 1982 .

[79]  S. Addelman.  Orthogonal Main-Effect Plans for Asymmetrical Factorial Experiments , 1962 .