Constructing Experimental Designs for Discrete-Choice Experiments: Report of the ISPOR Conjoint Analysis Experimental Design Good Research Practices Task Force
F. Reed Johnson,Emily Lancsar,Deborah A. Marshall,Vikram Kilambi,Axel C. Mühlbacher,Dean A. Regier,Brian W. Bresnahan,Barbara Kanninen,John F.P. Bridges +8 more
TLDR
This report provides an overview of the role of experimental designs for the successful implementation of the DCE approach in health care studies and provides researchers with an introduction to constructing experimental designs on the basis of study objectives and the statistical model researchers have selected for the study.About:
This article is published in Value in Health.The article was published on 2013-01-01 and is currently open access. It has received 1042 citations till now. The article focuses on the topics: Conjoint analysis.read more
Citations
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Journal ArticleDOI
Contemporary Guidance for Stated Preference Studies
Robert J. Johnston,Kevin J. Boyle,Wiktor L. Adamowicz,Jeffrey Bennett,Roy Brouwer,Trudy Ann Cameron,W. Michael Hanemann,Nick Hanley,Mandy Ryan,Riccardo Scarpa,Roger Tourangeau,Christian A. Vossler +11 more
TL;DR: In this paper, the authors present a set of guidelines for stated preference studies that are more comprehensive than those of the original National Oceanic and Atmospheric Administration (NOAA) Blue Ribbon Panel on contingent valuation, and reflect the two decades of research since that time.
Journal ArticleDOI
Statistical Methods for the Analysis of Discrete Choice Experiments: A Report of the ISPOR Conjoint Analysis Good Research Practices Task Force
A. Brett Hauber,Juan Marcos Gonzalez,Catharina G.M. Groothuis-Oudshoorn,Thomas J. Prior,Deborah A. Marshall,Charles E. Cunningham,Maarten Joost IJzerman,John F.P. Bridges +7 more
TL;DR: In this paper, the authors present the ESTIMATE checklist, which includes a list of questions to consider when justifying the choice of analysis method, describing the analysis, and interpreting the results.
Journal ArticleDOI
Discrete Choice Experiments in Health Economics: A Review of the Literature
TL;DR: The use of DCEs in healthcare continues to grow dramatically, as does the scope of applications across an expanding range of countries, and there is increasing evidence that more sophisticated approaches to DCE design and analytical techniques are improving the quality of final outputs.
Journal ArticleDOI
Sample Size Requirements for Discrete-Choice Experiments in Healthcare: a Practical Guide
TL;DR: The purpose of this paper is to provide insight into whether and how researchers have dealt with sample size calculations for healthcare-related DCE studies, to introduce and explain the required sample size for parameter estimates in DCEs, and to provide a step-by-step guide for the calculation of the minimum sample size requirements for D CEs in health care.
Journal ArticleDOI
Valuing Alternative Work Arrangements
Alexandre Mas,Amanda Pallais +1 more
TL;DR: The authors employ a discrete choice experiment in the employment process for a national call center to estimate the willingness to pay distribution for alternative work arrangements relative to tranformations relative to the traditional work arrangements.
References
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Book
Stated Choice Methods: Analysis and Applications
TL;DR: In this article, stated preference models and methods are presented for choosing a residential telecommunications bundle and a choice model for a particular set of products and services, as a way of life for individuals.
Book
Applied Choice Analysis: A Primer
TL;DR: The mixed logit model is introduced, a model for applied choice analysis that combines logit terms and commands with MNL, the workhorse of choice models.
Journal ArticleDOI
Conjoint analysis applications in health--a checklist: a report of the ISPOR Good Research Practices for Conjoint Analysis Task Force.
John F.P. Bridges,A. Brett Hauber,Deborah A. Marshall,Andrew Lloyd,Lisa A. Prosser,Dean A. Regier,F. Reed Johnson,Josephine Mauskopf +7 more
TL;DR: Although the checklist should not be interpreted as endorsing any specific methodological approach to conjoint analysis, it can facilitate future training activities and discussions of good research practices for the application of conjoint-analysis methods in health care studies.
Journal ArticleDOI
Conducting discrete choice experiments to inform healthcare decision making: a user's guide.
Emily Lancsar,Jordan J. Louviere +1 more
TL;DR: If appropriately designed, implemented, analysed and interpreted, DCEs offer several advantages in the health sector, the most important of which is that they provide rich data sources for economic evaluation and decision making, allowing investigation of many types of questions, some of which otherwise would be intractable analytically.
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Conducting discrete choice experiments to inform healthcare decision making: a user's guide.
Emily Lancsar,Jordan J. Louviere +1 more