Constructing efficient stated choice experimental designs

JM Rose, MCJ Bliemer - Transport reviews, 2009 - Taylor & Francis
Stated choice (SC) experiments are often used in transportation studies for estimating and
forecasting behaviour of travellers, road authorities, etc. This kind of experiment relies on …

[PDF][PDF] An overview and comparison of design strategies for choice-based conjoint analysis

K Chrzan, B Orme - Sawtooth software research paper series, 2000 - academia.edu
Background In traditional conjoint analysis (see Figure 1), experimentally controlled
combinations of attribute levels called profiles are presented to respondents for evaluation …

Causal inference in conjoint analysis: Understanding multidimensional choices via stated preference experiments

J Hainmueller, DJ Hopkins, T Yamamoto - Political analysis, 2014 - cambridge.org
Survey experiments are a core tool for causal inference. Yet, the design of classical survey
experiments prevents them from identifying which components of a multidimensional …

Exploring preferences for transportation modes in an urban air mobility environment: Munich case study

M Fu, R Rothfeld, C Antoniou - Transportation Research …, 2019 - journals.sagepub.com
Urban Air Mobility (UAM) is a recent mobility concept with the potential to reduce travel time
and change travel patterns. When evaluating the introduction of UAM, understanding the …

Choice experiments

TP Holmes, WL Adamowicz, F Carlsson - A primer on nonmarket valuation, 2017 - Springer
There has been an explosion of interest during the past two decades in a class of nonmarket
stated-preference valuation methods known as choice experiments. The overall objective of …

The importance of utility balance in efficient choice designs

J Huber, K Zwerina - Journal of Marketing research, 1996 - journals.sagepub.com
Choice designs traditionally have been built under the assumption that all coefficients are
zero. The authors show that if there are reasonable nonzero priors for expected coefficients …

Designing efficient stated choice experiments in the presence of reference alternatives

JM Rose, MCJ Bliemer, DA Hensher… - … research part B …, 2008 - Elsevier
This paper examines various design strategies that might be employed to construct
statistically more efficient stated choice designs in the presence of a reference alternative in …

Does willingness to pay for green energy differ by source?

AM Borchers, JM Duke, GR Parsons - Energy policy, 2007 - Elsevier
We present the findings of a choice experiment designed to estimate consumer preferences
and willingness-to-pay (WTP) for voluntary participation in green energy electricity …

Experimental analysis of choice

RT Carson, JJ Louviere, DA Anderson, P Arabie… - Marketing letters, 1994 - Springer
Experimental choice analysis continues to attract academic and applied attention. We
review what is known about the design, conduct, analysis, and use of data from choice …

Designs with a priori information for nonmarket valuation with choice experiments: A Monte Carlo study

S Ferrini, R Scarpa - Journal of environmental economics and …, 2007 - Elsevier
Good practice in experimental design is essential for choice experiments used in nonmarket
valuation. We review the practice of experimental design for choice experiments in …