Ordered choices and heterogeneity in attribute processing

Journal of Transport Economics and Policy

Volumn 44, Issue 3, 2010, Pages 331-364

  Greene, William H ^a   Hensher, David A ^b  

^a NEW YORK UNIVERSITY   (United States)

^b UNIVERSITY OF SYDNEY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

COMMUTING; DECOMPOSITION ANALYSIS; DISCRETE CHOICE ANALYSIS; EMPIRICAL ANALYSIS; HETEROGENEITY; LOGIT ANALYSIS; MODELING; PARAMETERIZATION;

EID: 77953024217     PISSN: 00225258     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (45)

1. Allison, P. (1999): 'Comparing Logit and Probit Coefficients across Groups', Sociological Methods and Research, 28, 186-208.
2. Arentze, T., A. Borgers, H. Timmermans, and R. DelMistro (2003): 'Transport Stated Choice Responses: Effects of Task Complexity, Presentation Format and Literacy', Transportation Research, 39E, 229-44.
3. Bhat, C. R. and V. Pulugurta (1998): 'A Comparison of Two Alternative Behavioral Mechanisms for Car Ownership Decisions', Transportation Research Part B, 32(1), 61-75.
4. Bhat, C. R. and H. Zhao (2002): 'The Spatial Analysis of Activity Stop Generation', Transportation Research Part B, 36(6), 557-75.
5. Boes, S. and R. Winkelmann (2004): 'Income and Happiness: New Results from Generalized Threshold and Sequential Models', IZA Discussion Paper No. 1175, SOI Working Paper No. 0407.
6. Boes, S. and R. Winkelman (2007): 'Ordered Response Models', Allgemeines Statistiches Archiv Physica Verlag, 90(1), 165-80.
7. Brant, R. (1990): 'Assessing Proportionality in the Proportional Odds Model for Ordinal Logistic Regression', Biometrics, 46, 1171-8.
8. Brewer, C., C. Kovner, Y. Wu, W. Greene, Y. Liu, and C. Reimers (2006): 'Factors Influencing Female Registered Nurses' Work Behavior', Health Services Research, 41(3), 860-6.
9. Cameron, S. V. and J. J. Heckman (1998): 'Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts of American Males', Journal of Political Economy, 106(2), 262-333.
10. Campbell, D., W. Hutchinson, and R. Scarpa (2008): 'Incorporating Discontinuous Preferences into the Analysis of Discrete Choice Experiments', Environment and Resource Economics (in press).
11. Cantillo, V., B. Heydecker, and J. de Dios Ortuzar (2006): 'A Discrete Choice Model Incorporating Thresholds for Perception in Attribute Values', Transportation Research B, 40(9), 807-25.
12. Chamberlain, G. (1980): 'Analysis of Covariance with Qualitative Data', Review of Economic Studies, 47, 225-38.
13. Cunha, F., J. J. Heckman, and S. Navarro (2007): 'The Identification and Economic Content of Ordered Choice Models with Stochastic Cutoffs', International Economic Review, 48(4), 1273-1309.
14. Daykin, A. and P. Moffitt (2002): 'Analyzing Ordered Responses: A Review of the Ordered Probit Model', Understanding Statistics, 3, 157-66.
15. Eluru, N., C. R. Bhat, and D. A. Hensher (2008): 'A Mixed Generalized Ordered Response Model for Examining Pedestrian and Bicyclist Injury Severity Level in Traffic Crashes', Accident Analysis and Prevention, 40(3), 1033-54.
16. Gilovich, T., D. Griffin, and D. Kahneman (eds.) (2002): Heuristics and Biases - The Psychology of Intuitive Judgment, Cambridge University Press, Cambridge.
17. Greene, W. H. (1997): LIMDEP Version 7.0 Reference manual, Econometric Software.
18. Greene, W. H. (2002): LIMDEP Version 8.0 Reference manual, Econometric Software.
19. Greene, W. H. (2007): NLOGIT Version 4.0 Reference manual, Econometric Software.
20. Greene, W. H. (2008): Econometric Analysis, 6th Edition, Prentice-Hall.
21. Greene, W. H., M. Harris, B. Hollingsworth, and P. Maitra (2008): A Bivariate Latent Class Correlated Generalized Ordered Probit Model with an Application to Modeling Observed Obesity Levels, Working Paper 08-18, Stern School of Business, New York University.
22. Greene, W. H. and D. A. Hensher (2009): Modeling Ordered Choices, Cambridge University Press, Cambridge.
23. Hensher, D. A. (2001): 'Measurement of the Valuation of Travel Time Savings', Journal of Transport Economics and Policy, 35(1), 71-98.
24. Hensher, D. A. (2004): 'Accounting for Stated Choice Design Dimensionality in Willingness to Pay for Travel Time Savings', Journal of Transport Economics and Policy, 38(2), 425-46.
25. Hensher, D. A. (2006a): 'Revealing Differences in Behavioral Response due to the Dimensionality of Stated Choice Designs: an Initial Assessment', Environmental and Resource Economics, 34(1), May, 7-44.
26. Hensher, D. A. (2006b): 'How Do Respondents Handle Stated Choice Experiments? - Attribute Processing Strategies under Varying Information Load', Journal of Applied Econometrics, 21, 861-78.
27. Hensher, D. A. (2008): 'Joint Estimation of Process and Outcome in Choice Experiments and Implications for Willingness to Pay', Journal of Transport Economics and Policy, 42(2), 297-322.
28. Hensher, D. A., J. Rose, and W. Greene (2005): 'The Implications on Willingness to Pay of Respondents Ignoring Specific Attributes', Transportation, 32(2), 203-22.
29. Hess, S., J. M. Rose, and D. A. Hensher (2008): 'Asymmetrical Preference Formation in Willingness to Pay Estimates in Discrete Choice Models', Transportation Research E, 44(5), 847-63.
30. King, G., J. C. Murray, A. Salomon, and A. Tandon (2004): 'Enhancing the Validity and Cross-cultural Comparability of Measurement in Survey Research', American Political Science Review, 98, 191-207.
31. Long, J. S. (1997): Regression Models for Categorical and Limited Dependent Variables, Sage, New York.
32. Long, J. S. and Frees, J. (2006): Regression Models for Categorical and Limited Dependent Variables Using Stata, Stata Press.
33. Mundlak, Y. (1978): 'On the Pooling of Time Series and Cross Sectional Data', Econometrica, 56, 69-86.
34. Pratt, J. (1981): 'Concavity of the Log Likelihood', Journal of the American Statistical Association, 76, 103-6.
35. Pudney, S. and M. Shields (2000): 'Gender, Race, Pay and Promotion in the British Nursing Profession: Estimation of a Generalized Ordered Probit Model', Journal of Applied Econometrics, 15(4), 367-99.
36. Rose, J. M. and M. C. J. Bliemer (2007): 'Stated Preference Experimental Design Strategies' in Hensher, D. A. and K. Button (eds.), Transport Modelling, 2nd Edition, Handbooks in Transport, Vol. 1, Elsevier Science, Oxford, Chapter 8.
37. Rose, J. M., M. C. Bliemer, D. A. Hensher, and A. T. Collins (2008): 'Designing Efficient Stated Choice Experiments in the Presence of Reference Alternatives', Transportation Research B, 42(4), 395-406.
38. Starmer, C. (2000): 'Developments in Non-expected Utility Theory: The Hunt for a Descriptive Theory of Choice under Risk', Journal of Economic Literature, XXXVIII, 332-82.
39. Swait, J. (2001): 'A Non-Compensatory Choice Model Incorporating Attribute Cut-Offs', Transportation Research B, 35(10), 903-28.
40. Swait, J. and W. Adamowicz (2001a): 'The Influence of Task Complexity on Consumer Choice: A Latent Class Model of Decision Strategy Switching', Journal of Consumer Research, 28, 135-48.
41. Swait, J. and W. Adamowicz (2001b): 'Choice Environment, Market Complexity, and Consumer Behavior: A Theoretical and Empirical Approach for Incorporating Decision Complexity into Models of Consumer Choice', Organizational Behavior and Human Decision Processes, 49, 1-27.
42. Terza, J. (1985): 'Ordinal Probit: A Generalisation', Communications in Statistics - Theory and Methods, 14(1), 1-11.
43. Train, K. and W. W. Wilson (2008): 'Estimation on Stated Preference Experiments Constructed from Revealed Preference Choices', Transportation Research B, 42(3), 191-203.
44. Williams, R. (2006): 'Generalized Ordered Logit/Partial Proportional Odds Models for Ordinal Dependent Variables', The Stata Journal, 6(1), 58-82.
45. Zavoina, R. and W. McElvey (1975): 'A Statistical Model for the Analysis of Ordinal Level Dependent Variables', Journal of Mathematical Sociology, Summer, 103-20.