Statistical analysis of choice experiments and surveys

Marketing Letters

Volumn 16, Issue 3-4, 2005, Pages 183-196

  McFadden, Daniel L ^a   Bemmaor, Albert C ^b   Caro, Francis G ^c   Dominitz, Jeff ^d   Jun, Byung Hill ^a   Lewbel, Arthur ^e   Matzkin, Rosa L ^f   Molinari, Francesca ^g   Schwarz, Norbert ^h   Willis, Robert J ^h   Winter, Joachim K ⁱ  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b ESSEC BUSINESS SCHOOL   (France)

^c UNIVERSITY OF MASSACHUSETTS BOSTON   (United States)

^d CARNEGIE MELLON UNIVERSITY   (United States)

^e BOSTON COLLEGE   (United States)

^f NORTHWESTERN UNIVERSITY   (United States)

^g 492 Uris Hall ^*  (United States)

^h UNIVERSITY OF MICHIGAN   (United States)

ⁱ UNIVERSITY OF MUNICH   (Germany)

Author keywords

Applied econometrics; Consumer surveys; Hypothetical choice; Survey response error

Indexed keywords

EID: 32044439568     PISSN: 09230645     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.0105-1873.2005.00610.x     Document Type: Article

References (56)

1. Adams, P., M. D. Hurd, D. McFadden, A. Merrill, and T. Ribeiro. (2003). "Healthy, Wealthy, and Wise? Tests for Direct Causal Paths Between Health and Socioeconomic Status," Journal of Econometrics 112(1), 3-56.
2. Alexander, C. S. and H. J. Becker. (1978). "The Use of Vignettes in Survey Research," Public Opinion Quarterly 42(1), 93-104.
3. Allais, M. (1953). "Le Comportement De L'homme Rationnel Devant Le Risque: Critique Des Postulats Et Axiomes De L'école Américaine, " Econometiica 21(4), 503-546.
4. Banks, J., A. Kapteyn, J. P. Smith, and A. van Soest. (2004). "International Comparisons of Work Disability," working Paper No. 155, Labor and Population Group, RAND, Santa Monica, CA.
5. Bemmaor, A. C. (1995). "Predicting Behavior from Intention-to-buy Measures: The Parametric Case," Journal of Marketing Research 32(May), 176-191.
6. Ben-Akiva, M., D. McFadden, M. Abe, U. Böckenholt, D. Bolduc, D. Gopinath, T. Morikawa, V. Ramaswamy, V. Rao, D. Revelt, and D. Steinberg. (1997). "Modeling Methods for Discrete Choice Analysis," Marketing Letters 8(3), 273-286.
7. Ben-Akiva, M., D. McFadden, T. Gärling, D. Gopinath, D. Bolduc, A. Börsch-Supan, P. Delquié, O. Larichev, T. Morikawa, A. Polydoropoulou, and V. Rao. (1999). "Extended Framework for Modeling Choice Behavior," Marketing Letters 10(3), 187-203.
8. Ben-Akiva, M., D. McFadden, K. Train, J. Walker, C. Bhat, M. Bierlaire, D. Bolduc, A. Börsch-Supan, D. Brownstone, D. S. Bunch, A. Daly, A. de Palma, D. Gopinath, A. Karlstrom, and M. Munizaga. (2002). "Hybrid Choice Models: Progress and Challenges," Marketing Letters 13(3), 163-175.
9. Bergadaà, M. M. (1990). "The role of Time in the Action of the Consumer," Journal of Consumer Research 17(3), 289-302.
10. Bound, J., C. Brown, and N. Mathiowetz. (2001). "Measurement Error in Survey Data." In J. J. Heckman and E. Learner (eds.). Handbook of Econometrics, Volume 5, Amsterdam: Elsevier, pp. 3705-3843.
11. Bruine de Bruin, W., P. S. Fischbeck, N. A. Stiber, and B. Fischhoff. (2002). "What Number is Fifty-Fifty? Redistributing Excessive 50% Responses in Elicited Probabilities," Risk Analysis 22(4), 713-723.
12. Buchanan, B. and G. Morrison. (1987). "Sampling Properties of Rate Questions with Implications for Survey Research," Marketing Science 16(3), 286-298.
13. Chandon, P., V. G. Morwitz, and W. J. Reinartz. (2005). "Do intentions Really Predict Behavior? Self-generated Validity Effects in Survey Research," Journal of Marketing 69(2), 1-14.
14. Cowing, T. and D. McFadden. (1984). Microeconomic Modeling and Policy Analysis: Studies in Residential Energy Demand. New York: Academic Press.
15. Crossley, T. F. and S. Kennedy. (2002). "The Reliability of Self-assessed Health Status," Journal of Health Economics 21(4), 643-658.
16. Davidson, D., P. Suppes, and S. Siegel. (1956). Decision Making: An Experimental Approach. Stanford, CA: Stanford University Press.
17. Dex, S. (1995). "The Reliability of Recall Data: A literature Review," Bulletin de Méthodologie Sociologique, 49, December, 58-89.
18. Dominitz, J., and C. F. Manski. (1997). "Using Expectations Data to Study Subjective Income Expectations," Journal of the American Statistical Association 92(439), 855-867.
19. Dominitz, J. and C. F. Manski. (2004). "How Should We Measure Consumer Confidence?" Journal of Economic Perspectives 18(2), 51-66.
20. Feldman, J. M. and J. G. Lynch Jr. (1988). "Self-generated Validity and Other Effects of Measurement on Belief, Attitude, Intention, and Behavior," Journal of Applied Psychology 73(3), 421-435.
21. Gan, L., M. D. Hurd, and D. McFadden. (2003). "Individual Subjective Survival Curves," working Paper No. 9480, National Bureau of Economic Research (NBER), Cambridge, MA.
22. Gardiner, J. M., and A. Richardson-Klavehn. (2000). "Remembering and Knowing," in E. Tulving and F. I. M. Craik (eds.), Handbook of Memory, New York: Oxford University Press, pp. 229-244.
23. Granbois, D. H. and J. O. Summers. (1975). "Primary and Secondary Validity of Consumer Purchase Probabilities," Journal of Consumer Research 1(4), 31-38.
24. Harris, K. M. and M. P. Keane. (1999). "A Model of Health Plan Choice: Inferring Preferences and Perceptions from a Combination of Revealed Preference and Attitudinal Data," Journal of Econometrics 89(1-2), 131-157.
25. Hill, D., M. Perry, and R. J. Willis. (2004). "Estimating Knightian Uncertainty from Probability Questions on the HRS," unpublished manuscript, University of Michigan.
26. Hsiao, C. and B.-H. Sun. (1999), "Modeling Response Bias - With an Analysis of the Demand for an Advanced Electronic Device," Journal of Econometrics 89(1-2), 15-39.
27. Hurd, M. D., D. McFadden, H. Chand, L. Gan, A. Merrill, and M. Roberts. (1998). "Consumption and Savings Balances of the Elderly: Experimental Evidence on Survey Response Bias." in D. Wise (ed.), Frontiers in the Economics of Aging, Chicago, IL: University of Chicago Press, pp. 353-387.
28. Hurd, M. D. and K. McGarry. (1995). "Evaluation of the Subjective Probabilities of Survival in the Health and Retirement Study," Journal of Human Resources 30(Supplement), S268-S292.
29. Hurd, M. D. and K. McGarry. (2002). "The Predictive Validity of Subjective Probabilities of Survival," Economic Journal 112(482), 966-985.
30. Infosino, W. J. (1986). "Forecasting New Product Sales from Likelihood of Purchase Ratings," Marketing Science 5(4), 372-384.
31. Kalwani, M. U. and A. J. Silk. (1982). "On the Reliability and Predictive Validity of Purchase Intention Measures," Marketing Science 1(3), 243-286.
32. King, G., C. Murray, J. A. Salomon, and A. Tandon. (2004). "Enhancing the Validity and Cross-cultural Comparability of Measurement in Survey Research," American Political Science Review 98(1), 191-207.
33. Klein, R. and R. Sherman. (1997). "Estimating New Product Demand from Biased Survey Data," Journal of Econometrics 76(1-2), 53-76.
34. Lewbel, A. (2004). "Simple Estimators for Hard Problems: Endogeneity in Binary Choice and Other Nonlinear Models," unpublished manuscript, Boston College.
35. Louviere, J. J., D. A. Hensher, and J. D. Swait (2000). Stated Choice Methods: Analysis and Application. Cambridge, UK: Cambridge University Press.
36. Louviere, J. J., D. Street, R. Carson, A. Ainslie, J. R. Deshazo, T. Cameron, D. Hensher, R. Kohn, and T. Marley. (2002). "Dissecting the Random Component of Utility", Marketing Letters 13(3), 163-176.
37. Manski, C. F. (1999). "Analysis of Choice Expectations in Incomplete Scenarios," Journal of Risk and Uncertainty 19(1-3), 49-65.
38. Manski, C. F. (2004). "Measuring Expectations," Econometrica 72(5), 1329-1376.
39. Matzkin, R. (2004). "Unobservable Instruments," unpublished manuscript, Northwestern University.
40. McFadden, D. (2004). "Foundations of Economic Survey Research," unpublished manuscript, Berkeley: University of California.
41. McFadden, D., N. Schwarz, and J. Winter. (2004), "Measuring Perceptions and Behavior in Household Surveys," paper presented at the Annual Meeting of the American Economic Association, San Diego, CA.
42. McFadden, D. and K. Train (2000), "Mixed MNL Models for Discrete Response," Journal of Applied Econometrics 15(5), 447-470.
43. McGarry, K. (2004). "Health and Retirement: Do Changes in Health Affect Retirement Expectations?" Journal of Human Resources 39(3), 624-648.
44. Menon, G., O. Raghubir, and N. Schwarz. (1997). "How Much Will I Spend? Factors Affecting Consumers' Estimates of Future Expense," Journal of Consumer Psychology 6(2), 141-164.
45. Morwitz, V. G. and G. J. Fitzsimons. (2004). "The Mere Measurement Effect: Why Does Measuring Intentions Change Actual Behavior?" Journal of Consumer Psychology 14(1-2), 64-74.
46. Molinari, F. (2005). "Cognitive Processes and Self/proxy Response Status: Evidence from HRS 2000," unpublished manuscript, Cornell University.
47. Poterba, J. and L. Summers (1986). "Reporting Errors and Labor Market Dynamics," Econometrica 54(6), 1319-1338.
48. Schwarz, N. (2003). "Self-Reports in Consumer Research: The Challenge of Comparing Cohorts and Cultures," Journal of Consumer Research 29(4), 588-594.
49. Schwarz, N., R. M. Groves, and H. Schuman. (1998). "Survey Methods." In N. Schwarz, R. Groves, and H. Schuman (eds.), Handbook of Social Psychology, 4th Edition, New York: McGraw-Hill, pp. 143-179.
50. Schwarz, N., H. J. Hippler, B. Deutsch, and F. Strack. (1985). "Response Categories: Effects on Behavioral Reports and Comparative Judgements," Public Opinion Quarterly 49(3), 388-395.
51. Smith, V. K., D. H. Taylor, and F. A. Sloan. (2001). "Longevity Expectations and Death: Can People Predict Their Own Demise?" American Economic Review 91(4), 1126-1134.
52. Tourangeau, R., L. J. Rips, and K. Rasinski. (2000). The Psychology of Survey Response. New York and Cambridge, UK: Cambridge University Press.
53. Tversky, A. and D. Kahneman (1974). "Judgement Under Uncertainty: Heuristics and Biases," Science 185(4157), 1124-1131.
54. Wansbeek, T. and E. Meijer (2000). Measurement Error and Latent Variables in Econometrics, Amsterdam: Elsevier.
55. Wason, K., Polonsky, M., and Hyman, M. (2002). "Designing Vignette Studies in Marketing," Australasian Marketing Journal 10(3), 41-58.
56. Winter, J. (2002). "Bracketing Effects in Categorized Survey Questions and the Measurement of Economic Quantities," Discussion Paper No. 02-35, Sonderforschungsbereich 504, University of Mannheim.