Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Constructing Experimental Designs for Discrete-Choice Experiments

Report of the Ispor Conjoint Analysis Experimental Design Good Research Practices Task Force

Bibliographic Data

ID23344296
AuthorsF Roy Johnson (0000-0002-7572-2150, RTI Health Solutions, corresponding author), F Reed Johnson, Emily Lancsar (0000-0003-2404-6735, Monash University), Deborah Marshall (0000-0002-6675-7482), Deborah A Marshall (0000-0002-8467-8008, University of Calgary), Vikram Kilambi (0000-0003-1730-2163, RTI Health Solutions), Axel Mühlbacher (0000-0003-4402-9211, Duke University), Dean A Regier (0000-0001-8876-0511, Canadian Centre for Applied Research in Cancer Control), Brian W Bresnahan (University of Washington), Barbara Kanninen, John F P Bridges (0000-0002-3082-5535, Johns Hopkins University)
Year2013
Volume16
Issue1
Pages3-13
Publication date2013-01-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueValue in Health (JOURNAL)
Journal identifiersISSN: 1098-3015 • E-ISSN: 1524-4733
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.jval.2012.08.2223
PMID23337210
OpenAlexW2159936838
LanguageEN
Citations received144
References cited31

Checklist · Conjoint analysis · Health care · Management science · Operations research · Preference · Preference elicitation · Systems engineering · Task (project management) · Computer Science · Economic and Environmental Valuation · Engineering · Health Systems, Economic Evaluations, Quality of Life · Healthcare Policy and Management · Mathematics · Psychology

  • Preferences for Postacute Care at Home vs Facilities

    Open Access•Fangli Geng, Brian E McGarry et al.•JAMA Health Forum•2024

  • Eliciting psychiatric nurses’ preferences for workplace violence prevention

    Open Access•Peng Xie, Huiqin Li et al.•Frontiers in Public Health•2024

  • Visual representations in a choice experiment

    Open Access•Todd Guilfoos, Simona Trandafir et al.•Conservation Ecology•2023

  • Treatment Preferences of Residents Assumed to Have Severe Chronic Diseases in China

    Open Access•Yinghao Lv, Qiang Fu et al.•International Journal of…•2020

  • What Are the Important Factors Influencing the Recruitment and Retention of Doctoral Students in a Public Health Setting? A Discrete Choice Experiment Survey in China

    Open Access•Shimeng Liu, Yingyao Chen et al.•International Journal of…•2021

  • Investigating Patients’ Preferences to Inform Drug Development Decisions

    Open Access•Aleksandra Torbica, Carla Rognoni et al.•International Journal of…•2021

  • Enhancing Agent-Based Models with Discrete Choice Experiments

    Open Access•Stefan Holm, Renato Lemm et al.•Journal of Artificial Societies…•2016

  • Brand-switching and tobacco taxation in Vietnam

    Anh Ngọc Nguyễn, Hoang Nguyen The et al.•Tobacco Control•2021

  • The future of hospital quality of care policy

    Open Access•Jonas Brouwers, B Cox et al.•Health Policy•2021

  • Investigating patients’ preferences for new anti-diabetic drugs to inform public health insurance coverage decisions

    Open Access•Jinsong Geng, Haini Bao et al.•BMC Public Health•2022

  • Should flavours be banned in cigarettes and e-cigarettes? Evidence on adult smokers and recent quitters from a discrete choice experiment

    John Buckell, Joel Martí et al.•Tobacco Control•2018

  • A qualitative inquiry into patients’ perspectives on individualized priorities for treatment outcomes in inflammatory bowel diseases

    Open Access•Welmoed K van Deen, Ben Kiaei et al.•Quality of Life Research•2020

  • Selection of key health domains from PROMIS® for a generic preference-based scoring system

    Open Access•Janel Hanmer, David Cella et al.•Quality of Life Research•2017

  • Discrete Choice Experiments in Health Economics

    Open Access•Vikas Soekhai, E W De Bekker-Grob et al.•PharmacoEconomics•2019

  • Statistical Methods for the Analysis of Discrete Choice Experiments

    Open Access•A Brett Hauber, Brett Hauber et al.•Value in Health•2016

  • Valuing Alternative Work Arrangements

    Alexandre Mas, Amanda Pallais•American Economic Review•2017

  • Discrete Choice Experiments in Health Economics

    Open Access•Michael Clark, Michael D Clark et al.•PharmacoEconomics•2014

  • Discrete Choice Experiments

    Open Access•Emily Lancsar, Denzil G Fiebig et al.•PharmacoEconomics•2017

  • Sample Size Requirements for Discrete-Choice Experiments in Healthcare

    Open Access•E W De Bekker-Grob, B Donkers et al.•The Patient - Patient-Centered…•2015

  • Preferences of Caregivers of People with Dementia for Respite Care

    Open Access•Weijie Gao, Tieling Zhang et al.•Health & Social Care in the…•2023

  • Not all subsidies are equal

    Open Access•Laura Roberson, John Paul Helveston•Environmental Research Letters•2022

  • Comparing internet and face-to-face surveys as methods for eliciting preferences for social care-related quality of life

    Open Access•Eirini Saloniki, Janet Malley et al.•Quality of Life Research•2019

  • Cannabis consumers’ preferences for legal and illegal cannabis

    Open Access•Jin Xing, Yuyan Shi•BMC Public Health•2024

  • Factors influencing dentists' willingness to treat Medicaid‐enrolled adolescents

    Open Access•L Donald, Elham Kateeb et al.•Journal of Public Health Dentistry•2020

  • Doctor’s Preference in Providing Medical Service for Patients in the Medical Alliance

    Open Access•Richard Huan Xu, Ling-ming Zhou et al.•International Journal of…•2020

  • Patient Preferences for Long-Term Implant Care in Cochlear, Glaucoma and Cardiovascular Diseases

    Open Access•Sabine Schulz, Laura Harzheim et al.•International Journal of…•2023

  • Preference of Older Adults for Flexibility in Service and Providers in Community-Based Social Care

    Open Access•Kailu Wang, Eliza Lai‐yi Wong et al.•International Journal of…•2022

  • Discrete choice experiment with duration versus time trade-off

    Open Access•Shitong Xie, Jing Wu et al.•Quality of Life Research•2022

  • What public health interventions do people in Canada prefer to fund? A discrete choice experiment

    Open Access•Kiffer G Card, Marina Adshade et al.•BMC Public Health•2022

  • Heterogeneity in preferences for outcomes of integrated care for persons with multiple chronic diseases

    Open Access•Maaike Hoedemakers, Milad Karimi et al.•Quality of Life Research•2022

  • Willingness to pay for flexible working conditions of people with type 2 diabetes

    Open Access•Mette A Nexø, M A Nexo et al.•BMC Public Health•2017

  • Will tobacco price increases lead more people who smoke to vape? The results from a discrete choice experiment amongst U.S. adults

    Open Access•Gilda Zarate-Gonzalez, Paul Brown et al.•BMC Public Health•2023

  • Preferred conditions for promoting participation in on-site oral health surveys among Japanese adults

    Open Access•Katsuo Oshima, Hideki Fukuda et al.•BMC Public Health•2026

  • Developing an Australian utility value set for MacNew-7D health states

    Open Access•Sanjeewa Kularatna, Gang Chen et al.•Quality of Life Research•2022

  • Willingness to pay for flexibility at the workplace for people with diabetes and chronic disease

    Open Access•Kristoffer Panduro Madsen, Bryan Cleal et al.•BMC Public Health•2019

  • Modeling the Reduction of Attrition in Campus Mental Health Services

    Open Access•Charles E Cunningham, Heather Rimas et al.•Emerging Adulthood•2020

  • Effects of financial incentives on motivating physical activity among older adults

    Open Access•Muhammad Assad Farooqui, Yock-Theng Tan et al.•BMC Public Health•2014

  • Cigarette packaging, warnings, prices, and contraband

    Open Access•G Emmanuel Guindon, Emmanouil Mentzakis et al.•Economics & Human Biology•2023

  • Qaly-type preference and willingness-to-pay among end-of-life patients with cancer treatments

    Open Access•Yue Melody Yin, Yue Yin et al.•Quality of Life Research•2023

  • Funding on the Line? Understanding community preferences for value capture - the case of Melbourne’s Suburban Rail Loop

    Open Access•Min Zhang, Abraham Leung et al.•Transport Policy•2026

  • La Valoración del Agua y la aplicación del método de las Preferencias Declaradas

    Open Access•Oscar Alfranca•Agua y Territorio / Water and…•2020

  • A determination of patient preferences for China online outpatient follow-up clinics by using discrete choice experiment

    Open Access•Nan Chen, Dan Bai et al.•Frontiers in Public Health•2025

  • Public preferences for online medical consultations in China

    Open Access•Pei Wang, Yuankai Huang et al.•Frontiers in Public Health•2023

  • Do Residents and Healthcare Providers Differ in Preference for Family Doctor Contract Service? Evidence From a Discrete Choice Experiment

    Open Access•Jiao Zhang, Lingzhong Xu et al.•Frontiers in Public Health•2022

  • Preferences for public long-term care insurance among middle-aged and elderly residents

    Open Access•He Ma, Erping Jia et al.•Frontiers in Public Health•2023

  • Potential Barriers of Patient Involvement in Health Technology Assessment in Central and Eastern European Countries

    Open Access•Maria Dimitrova, Ivett Jakab et al.•Frontiers in Public Health•2022

  • Patient Preferences For Specialty Pharmacy Services

    Open Access•Qinyuan Hu, Haiyao Hu et al.•Frontiers in Public Health•2020

  • Online health information seeking preferences among pregnant women

    Open Access•Jing Xu, Liyan Xie et al.•Frontiers in Public Health•2026

  • Societal preferences for funding orphan drugs in China

    Open Access•Shuoyuan Tan, Yu Wang et al.•Frontiers in Public Health•2022

  • Preferences for private health insurance in China

    Open Access•Nuo Chen, Jing Bai et al.•Frontiers in Public Health•2022

  • Preference for community health services in people with chronic diseases

    Open Access•Ke Wang, Qian Yang et al.•Frontiers in Public Health•2024

  • Application of Discrete Choice Experiment in Health Care

    Open Access•Yue Wang, Zhangyi Wang et al.•Frontiers in Public Health•2021

  • Improving the demand for birth registration

    Open Access•Mahari Yihdego, Ayanaw Amogne et al.•BMJ Global Health•2020

  • Protection or Peril of Following the Crowd in a Pandemic-Concurrent Flood Evacuation

    Elisa Borowski, Amanda Stathopoulos•Natural Hazards Review•2023

  • The importance of effectiveness versus transparency and stakeholder involvement in citizens’ perception of public sector algorithms

    Open Access•Pascal D König, Julia Felfeli et al.•Public Management Review•2024

  • What Drives Public Preference for Rare Drugs Coverage in China? Insights From a Multi‐Center Discrete Choice Experiment

    Open Access•Ya'nan Wu, Jingdan Chen et al.•Health Expectations•2026

  • Preferences and Heterogeneity of Urban Residents for River Cultural Ecosystem Services

    Open Access•Yinan Dong•Society & Natural Resources•2026

  • Optimizing incentivized implementation of community-based Alzheimer’s disease education

    Andrew B Crocker, Bailey A Samper et al.•Educational Gerontology•2026

  • Preferences of patients regarding community pharmacy services

    Open Access•Jeroen M van de Pol, Mette Heringa et al.•Health Policy•2021

  • Preferences of older adults for healthcare models designed to improve care coordination

    Open Access•Anna Nicolet, Clémence Perraudin et al.•Health Policy•2023

  • Cleansing Investor’s Conscience

    Open Access•Victoria Gevorkova, Ivan Sangiorgi et al.•Journal of Business Ethics•2024

  • When less isn't more and more isn't less

    Open Access•Alice Stiletto, Samuele Trestini•British Food Journal•2023

  • Integrated Youth Service Preferences of Caregivers of Justice-Involved Youth

    Open Access•Deanna F Klymkiw, David Day et al.•International Journal of…•2024

  • Just what the doctor ordered? The benefits and costs of e‐cigarette regulation in Australia

    Open Access•Don Kenkel, Alan Mathios et al.•Annals of Public and Cooperative…•2024

  • Pharmacists' preferences for the provision of services to improve medication adherence among patients with diabetes in Indonesia

    Open Access•B J Presley, Wim Groot et al.•Health & Social Care in the…•2021

  • Trade-offs between physical risk and economic reward affect fishers’ vulnerability to changing storminess

    Open Access•Nigel C Sainsbury, Peter Schuhmann et al.•Global Environmental Change•2021

  • A Step-by-Step Procedure to Implement Discrete Choice Experiments in Qualtrics

    Open Access•Sylvain Weber•Social Science Computer Review•2019

  • Revisiting heterogenous social desirability bias in consumer willingness to pay for food carbon label

    Open Access•Hang Xiong, Wuyang Hu et al.•Food Policy•2024

  • Should we stop meating like this? Reducing meat consumption through substitution

    Open Access•Chrysostomos Apostolidis, Fraser McLeay•Food Policy•2016

  • Farmers’ valuation of transgenic biofortified sorghum for nutritional improvement in Burkina Faso

    Open Access•Obi Chinedu, E I R Sanou et al.•Food Policy•2018

  • Consumers’ valuation for food traceability in China

    Open Access•Ruifeng Liu, Zhifeng Gao et al.•Food Policy•2019

  • Preferences for Long-Acting PrEP Products Among Women and Girls

    Open Access•Kristen M Little, Homaira Hanif et al.•AIDS and Behavior•2023

  • Couples’ Preferences for “2 in 1” Multipurpose Prevention Technologies to Prevent Both HIV and Pregnancy

    Open Access•Alexandra M Minnis, Juliane Etima et al.•AIDS and Behavior•2022

  • Youth Preferences for HIV Testing in South Africa

    Open Access•Candice Chetty-Makkan, Christopher J Hoffmann et al.•AIDS and Behavior•2020

  • Acceptability and Preferences for Hypothetical Rectal Microbicides among a Community Sample of Young Men Who Have Sex with Men and Transgender Women in Thailand

    Open Access•P A Newman, Michael P Cameron et al.•AIDS and Behavior•2015

  • No Place Like Home? Disentangling Preferences for HIV Testing Locations and Services Among Men Who Have Sex with Men in China

    Open Access•Stephen W Pan, Maya Durvasula et al.•AIDS and Behavior•2018

  • HIV Pre-exposure Prophylaxis Implant Stated Preferences and Priorities

    Open Access•Kristen M Little, Lola Flomen et al.•AIDS and Behavior•2022

  • Willingness to Use Pre-exposure Prophylaxis (PrEP) and Preferences Among Men Who have Sex with Men in Mumbai and Chennai, India

    Open Access•Venkatesan Chakrapani, P A Newman et al.•AIDS and Behavior•2021

  • Maternal Motivation to Take Preventive Therapy in Antepartum and Postpartum Among HIV-Positive Pregnant Women in South Africa

    Open Access•Hae‐young Kim, Hae-Young Kim et al.•AIDS and Behavior•2018

  • Health and medical researchers are willing to trade their results for journal impact factors

    Open Access•Natalia Gonzalez Bohorquez, Sucharitha Weerasuriya et al.•Prometheus•2025

  • Assessing Italians' Preferences for Mountain Beef Production Using a Best–Worst Scaling Approach

    Open Access•Mikael Oliveira Linder, Katia Laura Sidali et al.•Mountain Research and Development•2022

  • Why did Generation Z choose engineering-related courses? A conjoint analysis approach

    Open Access•Zachariah John A Belmonte, Yogi Tri Prasetyo et al.•Acta Psychologica•2025

  • The role of material deprivations in determining ART adherence

    Open Access•Uzaib Saya, Zachary Wagner et al.•PLOS Global Public Health•2022

  • Treatment preferences among people at risk of developing tuberculosis

    Open Access•Wala Kamchedzera, Matthew Quaife et al.•PLOS Global Public Health•2024

  • Preferences of patients with chronic low back pain about nonsurgical treatments

    Open Access•Gabin F Morillon, Maria Benkhalti et al.•Health Expectations•2023

  • A descriptive review on methods to prioritize outcomes in a health care context

    Open Access•I Janssen, Inger M Janssen et al.•Health Expectations•2015

  • Patient preferences for heart valve disease intervention

    Open Access•Simon Fifer, Brittany Keen et al.•Health Expectations•2024

  • Preferences for interventions designed to increase cervical screening uptake in non‐attending young women

    Open Access•Helen E Campbell, Ann Marie Gray et al.•Health Expectations•2020

  • Are component endpoints equal? A preference study into the practice of composite endpoints in clinical trials

    Open Access•Melissa C W Vaanholt, Marlies M Kok et al.•Health Expectations•2018

  • Patient and nurse preferences for implementation of bedside handover

    Open Access•Jennifer A Whitty, Jennifer Spinks et al.•Health Expectations•2017

  • Public preference for Covid‐19 vaccines in China

    Open Access•Dong Dong, Richard Huan Xu et al.•Health Expectations•2020

  • HIV Self-Test Program Preferences Among Non-Hispanic Black and Hispanic Men Who Have Sex with Men in the Southern United States

    Open Access•John Guigayoma, Jason J Ong et al.•AIDS and Behavior•2026

  • The effect of partner HIV status on motivation to take antiretroviral and isoniazid preventive therapies

    Hae‐young Kim, Colleen F Hanrahan et al.•AIDS Care•2018

  • Preferences of people living with HIV for injectable and oral antiretroviral treatment in the Netherlands

    Open Access•Ingrid E H Kremer, Charlotte Beaudart et al.•AIDS Care•2024

  • Characterising public opinion for food-based fiscal policies in the UK

    Open Access•John Buckell, Thomas Hancock et al.•Social Science & Medicine•2026

  • Shopping trip mode choice of older adults

    Open Access•Samira Ramezani, Tiina Laatikainen et al.•Transportation•2021

  • Development of Pedestrian Level of Service (PLOS) model and satisfaction perception rating models for pedestrian infrastructure for mixed land-use urban areas

    Open Access•Jivesh Ujjwal, Ranja Bandyopadhyaya•Transportation•2023

  • An integrated assessment of factors affecting modal choice

    Open Access•Samira Ramezani, Barbara Pizzo et al.•Transportation•2018

  • Individual Utilities of Life Satisfaction Reveal Inequality Aversion Unrelated to Political Alignment

    Open Access•Crispin Cooper, Ana Fredrich et al.•Social Indicators Research•2026

  • Prise en compte de l’hétérogénéité des préférences dans le cadre de la méthode des choix multi-attributs

    Muriel Travers, Gildas Appéré et al.•Revue économique•2018

  • The Importance of Utility Balance in Efficient Choice Designs

    Open Access•Joel Huber, Klaus Zwerina•Journal of Marketing Research•1996

  • Conjoint Analysis Applications in Health—a Checklist

    Open Access•John F P Bridges, A Brett Hauber et al.•Value in Health•2011

  • Best–worst scaling

    Open Access•Terry N Flynn, Jordan J Louviere et al.•Journal of Health Economics•2007

  • Determining the Appropriate Response to Evidence of Public Concern

    Open Access•Adam Finn, Jordan J Louviere•Journal of Public Policy &…•1992

  • Design efficiency for non‐market valuation with choice modelling

    Open Access•Riccardo Scarpa, Jessica M Rose et al.•Australian Journal of Agricultural…•2008

  • Designing efficient stated choice experiments in the presence of reference alternatives

    Open Access•Jessica M Rose, John M Rose et al.•Transportation Research Part B:…•2008

  • Conducting Discrete Choice Experiments to Inform Healthcare Decision Making

    Open Access•Emily Lancsar, Jordan J Louviere et al.•PharmacoEconomics•2008

  • Discrete Choice Experiments Are Not Conjoint Analysis

    Open Access•Jordan J Louviere, Terry N Flynn et al.•Journal of Choice Modelling•2010

  • An Efficient Algorithm for Constructing Bayesian Optimal Choice Designs

    Roselinde Kessels, Bradley Jones et al.•Journal of Business and Economic…•2009

Unique citing works144
Citations per year12
Citation span2014 - 2026 (13)
Citation velocitycurrent
Highly citedYes
Citation typesNeutral: 135

Tools

Open DOISci-Hub
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae