Publications

2023

• Smeele N.V.R., Chorus C.G., Schermer M.H.N. & de Bekker-Grob E.W. (2023). Towards machine learning for moral choice analysis in health economics: A literature review and research agenda. Social Science & Medicine, 326. DOI: 10.1016/j.socscimed.2023.115910.
• van Maasakkers L., Fok D. & Donkers B. (2023). Next-basket prediction in a high-dimensional setting using gated recurrent units. Expert Systems with Applications. DOI: 10.1016/j.eswa.2022.118795.
• Soekhai V., Donkers B., Johansson J.V., Jimenez-Moreno C., Pinto C.A., de Wit A.G. & de Bekker-Grob E.W. (2023). Comparing Outcomes of a Discrete Choice Experiment and Case 2 Best-Worst Scaling: An Application to Neuromuscular Disease Treatment. The Patient - Patient-Centered Outcomes Research. DOI: 10.1007/s40271-023-00615-0.
• Lancsar E., Huynh E., Swait J., Breunig R., Mitton C., Kirk M.D. & Donaldson C. (2023). Preparing for future pandemics: a multi-national comparison of health and economic trade-offs. Health Economics, 1-XXX. DOI: 10.1002/hec.4673.
• Mühlbacher A & Stolk E. (2023). Patient-Reported Satisfaction, Experiences, and Preferences: Same but Different? Value in Health, 26(1):1-3. DOI: 10.1016/j.jval.2022.10.005.

2022

• Jonker M.F. & Donkers B. (2022). Interaction Effects in Health State Valuation Studies: An Optimal Scaling Approach. Value in Health. DOI: 10.1016/j.jval.2022.10.008.
• Rotteveel A.H., Lambooij M.S., Over E.A.B., Hernández J.I., Suijkerbuijk A.W.M., de Blaeij A.T., de Wit G.A. & Mouter N. (2022). If you were a policymaker, which treatment would you disinvest? A participatory value evaluation on public preferences for active disinvestment of health care interventions in the Netherlands. Health Economics, Policy and Law 17 (4), 428-443. DOI: 10.1017/S174413312200010X.
• Rotteveel A.H., Lambooij M.S., van Exel J. & de Wit G.A. (2022). To what extent do citizens support the disinvestment of healthcare interventions? An exploration of the support for four viewpoints on active disinvestment in the Netherlands. Social Science & Medicine 293, 114662. 1. DOI: 10.1016/j.socscimed.2021.114662.
• Fitriana T.S., Roudijk B., Purba F.D., Busschbach J.J.V. & Stolk E. (2022). Estimating an EQ-5D-Y-3L Value Set for Indonesia by Mapping the DCE onto TTO Values. Pharmacoeconomics, 40(Suppl 2):157-167. DOI: 10.1007/s40273-022-01210-1.
• Franceschinis C., Swait J., Vij A. & Thiene M. (2022). Determinants of Recreational Activities Choice in Protected Areas. Sustainability, 14:412. DOI: 10.3390/su14010412. 
• Wammes J.D., Swait J., de Bekker-Grob E.W., Monin J.K., Labrie N.H.M. & MacNeil Vroomen J.L. (2022). Dyadic Discrete Choice Experiments Enable Persons with Dementia and Informal Caregivers to Participate in Health Care Decision Making: A Mixed Methods Study. Journal of Alzheimer’s Disease , published online November 8, 2022. DOI: 10.3233/JAD-220604.
• Wammes J.D., Swait J., Labrie N.H.M., Monin J.K., de Bekker Grob E.W. & MacNeil Vroomen J.L. (2022). Determining best-in-practice dyadic discrete choice experiments to enable persons with dementia and informal caregivers to participate in health care decision-making: a feasibility study. Alzheimer’s & Dementia, published online December 20, 2022. DOI: 10.1002/alz.064279.
• Bekker‑Grob E.W. de, Donkers B., Bliemer M., Coast J. & Swait J. (2022). Towards Accurate Prediction of Healthcare Choices: The INTERSOCIAL Project. The Patient, published online 26 July 2022. DOI: 10.1007/s40271-022-00593-9.
• Swait J. & de Bekker‑Grob E.W. (2022). A discrete choice model implementing gist-based categorization of alternatives, with applications to patient preferences for cancer screening and treatment. Journal of Health Economics, published online August 17, 2022, in press. DOI: 10.1016/j.jhealeco.2022.102674.
• Pilli L., Swait J. & Mazzon J.A. (2022). Jeopardizing brand profitability by misattributing process heterogeneity to preference heterogeneity. Journal of Choice Modelling, 43(2022)100359. DOI: 10.1016/j.jocm.2022.100359.
• Swait J. (2022). Distribution-free estimation of individual parameter logit (IPL) models using combined evolutionary and optimization algorithms. Journal of Choice Modelling , preproof published online November 24, 2022. DOI: 10.1016/j.jocm.2022.100396.
• Veldwijk J. & Swait J. (2022). The role of attribute screening and choice set formation in health discrete choice experiments: modeling the impact of benefit and risk attributes. Value in Health, 25(8):1416-1427. DOI: 10.1016/j.jval.2022.02.005.
• Huynh E., Swait J. & Lancsar E. (2022). Modelling online job search and choices of dentists in the Australian job market: Staged sequential DCEs and FIML econometric methods. Journal of Choice Modelling , 44(2022)100372. DOI: 10.1016/j.jocm.2022.100372.
• Jonker M.F. (2022). The Garbage Class Mixed Logit Model: Accounting for Low-Quality Response Patterns in Discrete Choice Experiments. Value in Health. DOI: 10.1016/j.jval.2022.07.013
• Bekker-Grob E.W. de, Howard K. & Swait J. (2022). Identifying the impact of social influences in health-related discrete choice experiments. PLoS One. DOI: 10.1371/journal.pone.0276141
• Swait J. & de Bekker-Grob E.W. (2022). A discrete choice model implementing gist-based categorization of alternatives, with applications to patient preferences for cancer screening and treatment. Journal of Health Economics. DOI: 10.1016/j.jhealeco.2022.102674.
• Mouter N., Boxebeld S., Kessels R., van Wijhe M., de Wit A., Lambooij M. & van Exel J. (2022). Public Preferences for Policies to Promote COVID-19 Vaccination Uptake: A Discrete Choice Experiment in The Netherlands. Value in Health. DOI: 10.1016/j.jval.2022.03.013.
• Jonker M.F., Roudijk B. & Maas M. (2022). The Sensitivity and Specificity of Repeated and Dominant Choice Tasks in Discrete Choice Experiments. Value in Health. DOI: 10.1016/j.jval.2022.01.015.
• Huls S.P.I, Veldwijk J., Swait J.D., Johansson J.V., Ancillotti M. & de Bekker-Grob E.W. (2022). Preference Variation: Where Does Health Risk Attitude Come Into the Equation? Value in Health. DOI: 10.1016/j.jval.2022.05.005.
• Haghani M., Bliemer M.C.J. & de Bekker-Grob E.W. (2022). Applications of discrete choice experiments in COVID-19 research: Disparity in survey qualities between health and transport fields. Journal of Choice Modelling. DOI: 10.1016/j.jocm.2022.100371.
• Phillips E.A., Himmler S. & Schreyögg J. (2022). Preferences of psychotherapists for blended care in Germany: a discrete choice experiment. BMC Psychiatry 22, 112. DOI: 10.1186/s12888-022-03765-x.
• Mouter N., de Ruijter A., de Wit A.G., Lambooij M., van Wijhe M., van Exel J. & Kessels R. (2022). "Please, you go first!" preferences for a COVID-19 vaccine among adults in the Netherlands. Social Science & Medicine. DOI: 10.1016/j.socscimed.2021.114626.

2021

• Mouter N., Collewet M., de Wit G.A., Rotteveel A., Lambooij M.S. & Kessels R. (2021). Societal effects are a major factor for the uptake of the coronavirus disease 2019 (COVID-19) digital contact tracing app in The Netherlands. Value in Health 24 (5), 658-667. 17. DOI: 10.1016/j.jval.2021.01.001.
• Kassahun H.T., Swait J. & Jacobsen J.B. (2021). Distortions in willingness-to-pay for public goods induced by endemic distrust in institutions. Journal of Choice Modelling, DOI: 10.1016/j.jocm.2021.100271.
• Gadjradj P.S., Smeele N.V.R., de Jong M., Depauw P.R.A.M., van Tulder M.W., de Bekker-Grob E.W. & Harhangi B.S. (2021). Patient preferences for treatment of lumbar disc herniation: a discrete choice experiment. Journal of Neurosurgery: Spine (preprint). DOI: 10.3171/2021.8.SPINE21995.
• Soekhai V., Donkers B., Levitan B. & de Bekker-Grob E.W. (2021). Case 2 best-worst scaling: For good or for bad but not for both. Journal of Choice Modelling. DOI: 10.1016/j.jocm.2021.100325
• Shiroiwa T., Ikeda S., Noto S., Fukuda T. & Stolk E. (2021). Valuation Survey of EQ-5D-Y Based on the International Common Protocol: Development of a Value Set in Japan. Med Decis Making. DOI: 10.1177/0272989X211001859.
• Kassahun H.T., Swait J. & Jacobsen J.B. (2021). Distortions in willingness-to-pay for public goods induced by endemic distrust in institutions. Journal of Choice Modelling. DOI: 10.1016/j.jocm.2021.100271.
• Coote L., Swait J. & Adamowicz W. (2021). Separating generalizable from source-specific preference heterogeneity in the fusion of revealed and stated preferences. Journal of Choice Modelling. DOI: 10.1016/j.jocm.2021.100302.
• Visser L.A., Huls S.P.I., Uyl-de Groot C.A., de Bekker-Grob E.W. & Redekop W.K. (2021). An implantable device to treat multiple sclerosis: A discrete choice experiment on patient preferences in three European countries. J Neurol Sci. DOI: 10.1016/j.jns.2021.117587.
• Viberg-Johansson J., Bentzen H.B., Shah N., Haraldsdóttir E., Jónsdóttir G.A., Kaye J., Mascalzoni D. & Veldwijk J. (2021). Preferences of the Public for Sharing Health Data: Discrete Choice Experiment. JMIR Med Inform. DOI: 10.2196/29614.
• Viberg-Johansson J., Shah N., Haraldsdóttir E., Bentzen H.B., Coy S., Kaye J., Mascalzoni D. & Veldwijk J. (2021). Governance mechanisms for sharing of health data: An approach towards selecting attributes for complex discrete choice experiment studies. Technology in Society. DOI: 10.1016/j.techsoc.2021.101625.
• Souza F., Duff G. & Swait J. (2021). “Whose plan is it?” understanding how the goal pursuit of consumers and carers influence choices in the australian disability sector. Journal of Choice Modelling. DOI: 10.1016/j.jocm.2021.100300.
• Durosini I., Janssens R., Arnou R., Veldwijk J., Smith M.Y., Monzani D., Smith I., Galli G., Garassino M., Katz E.G., Bailo L., Louis E., Vandevelde M., Nackaerts K., de Wit G.A., Pravettoni G. & Huys I. Patient Preferences for Lung Cancer Treatment: A Qualitative Study Protocol Among Advanced Lung Cancer Patients. Front Public Health. DOI: 10.3389/fpubh.2021.622154. eCollection 2021. PMID: 33634069 Free PMC article.
• Smith I.P., DiSantostefano R.L., de Bekker-Grob E.W., Levitan B., Berlin C., Veldwijk J. & de Wit G.A. (2021). Methodological Priorities for Patient Preferences Research: Stakeholder Input to the PREFER Public-Private Project. The Patient. DOI: 10.1007/s40271-021-00502-6. Online ahead of print. PMID: 33721265 
• Bywall K.S., Veldwijk J., Hansson M.G., Baecklund E., Raza K., Falahee M. & Kihlbom U. (2021). Does being exposed to an educational tool influence patient preferences? The influence of an educational tool on patient preferences assessed by a discrete choice experiment. Patient Educ Couns. 2021 Mar 10:S0738-3991(21)00184-1. DOI: 10.1016/j.pec.2021.03.013. Online ahead of print. PMID: 33757643
• Falahee M., Simons G., DiSantostefano R.L., Valor-Méndez L., Radawski C., Englbrecht M., Bywall K.S., Tcherny-Lessenot S., Kihlbom U., Hauber B., Veldwijk J. & Raza K. (2021). Treatment preferences for preventive interventions for rheumatoid arthritis: Protocol of a mixed methods case study for the Innovative Medicines Initiative PREFER project. BMJ Open, accepted, in press.
• Rotteveel A.H., Reckers-Droog V.T., Lambooij M.S., de Wit G.A. & van Exel N.J.A. (2021). Societal views in the Netherlands on active disinvestment of publicly funded healthcare interventions. Social Science & Medicine. DOI: 10.1016/j.socscimed.2021.113708
• van den Herik E. & Benning T.M. (2021). A Students’ Preferences-Based Approach to Select Methods for Detecting and Handling Free-Riding. Journal of Marketing Education. DOI: 10.1177/0273475321992109.
• Jacobs B.J.D., Fok D., Donkers A.C.D. (2021). Understanding Large-Scale Dynamic Purchase Behavior, Marketing Science.
• Himmler S., Soekhai V., van Exel J., Brouwer W. (2021). What works better for preference elicitation among older people? Cognitive burden of discrete choice experiment and case 2 best-worst scaling in an online setting. Journal of Choice Modelling, 38. 100265. DOI: 10.1016/j.jocm.2020.100265.
• Phillips E.A., Himmler S.F., Schreyögg J. (2021). Preferences for e-Mental Health Interventions in Germany: A Discrete Choice Experiment. Value in Health. DOI: 10.1016/j.jval.2020.09.018.

2020

• Patel D.B., van Deen W.K., Almario C.V., Khalil C., Warui E., Bonthala N., Melmed G.Y. & Spiegel B.M.R. (2020). Assessing Patient Decision-Making on Biologic and Small-Molecule Therapies in Inflammatory Bowel Diseases: Insights From a Conjoint Analysis in the United States, Canada, and the United Kingdom. Inflammatory Bowel Diseases. DOI: 10.1093/ibd/izaa311.
• van Deen W.K., Obremskey A., Moore G., van den Akker-van Marle M.E. & Hwang C. (2020). An assessment of symptom burden in inflammatory bowel diseases to develop a patient preference-weighted symptom score. Quality of Life Research. DOI: 10.1007/s11136-020-02606-2.
• Welie A.G., Gebretekle G.B., Stolk E., Mukuria C., Krahn M.D., Enquoselassie F. & Fenta T.G. (2020). Valuing Health State: An EQ-5D-5L Value Set for Ethiopians. Value Health. DOI: 10.1016/j.vhri.2019.08.475.
• Augustovski F., Belizán M., Gibbons L., Reyes N., Stolk E., Craig B.M. & Tejada R.A. (2020). Peruvian Valuation of the EQ-5D-5L: A Direct Comparison of Time Trade-Off and Discrete Choice Experiments. Value Health. DOI: 10.1016/j.jval.2020.05.004.
• Augustovski F., Belizán M., Gibbons L., Reyes N., Stolk E., Craig B.M. & Tejada R.A. (2020). Peruvian Valuation of the EQ-5D-5L: A Direct Comparison of Time Trade-Off and Discrete Choice Experiments. Value Health. DOI: 10.1016/j.jval.2020.05.004.
• Thorhauge M., Swait J. & Cherchi E. (2020). The Habit-Driven Life: Accounting for inertia in departure time choices for commuting trips. Transportation Research Part A. DOI:10.1016/j.tra.2020.01.023. 
• Blake M., Dubey S., Swait J., Lancsar E. & Ghijben P. (2020). An integrated modelling approach examining the influence of goals, habit and learning on choice using visual attention data. Journal of Business Research. DOI: 10.1016/j.jbusres.2020.04.040. 
• Hensher D., Balbontin C., Greene W. & Swait J. (2020). Experience as a Conditioning Effect on Choice: Does It Matter Whether It Is Exogenous Or Endogenous? Transportation. DOI: 10.1007/s11116-020-10149-1.
• Reckers-Droog V., van Exel J. & Brouwer W. (2020). Willingness to Pay for Gains in Health-Related Quality of Life in Relation to the Disease Severity and Age of Patients. Value in Health. DOI: 10.1016/j.jval.2020.08.1507.
• Rutten-van Mölken M.P.M.H., Karimi M., Leijten F., Hoedemakers M., Looman W., Islam K., Askildsen J.E., Kraus M., Ercevic D., Struckmann V., Pitter J., Cano I., Stokes J., Jonker M., on behalf of the SELFIE consortium. (2020). Comparing patients' and other stakeholders' preferences for outcomes of integrated care for multimorbidity: a discrete choice experiment in eight European countries. BMJ Open;10(10):e037547. DOI: 10.1136/bmjopen-2020-037547.
• Schölin Bywall K., Kihlbom U., Hansson M., Falahee M., Raza K., Baecklund E., Veldwijk J. (2020). Patient preferences on rheumatoid arthritis second-line treatment: a discrete choice experiment of Swedish patients. Arthritis Research & Therapy, 22(1):288. DOI: 10.1186/s13075-020-02391-w.
• Lambooij M.S., Veldwijk J., van Gils P., Suijkerbuijk A.W.M., Struijs, J.N. (2020). Trading patients' choice in providers for quality of maternity care? A discrete choice experiment amongst pregnant women. PLoS One. DOI: 10.1371/journal.pone.0232098.
• Tsekouras D., Dellaert B.G.C., Donkers, A.C.D., Häubl G. (2020). Product Set Granularity and Consumer Response to Recommendations. Journal of the Academy of Marketing Science, 48 (2), 186-202. DOI: 10.1007/s11747-019-00682-6.
• Dellaert B.G.C., Shu S.B., Arentze T.A., Baker T., Diehl K., Donkers A.C.D., Fast N.J., Häubl G., Johnson H., Karmarkar U.R., Oppewal H., Schmitt B.H., Schroeder J., Spiller S.A., Steffel M. (2020). Consumer Decisions with Artificially Intelligent Voice Assistants. Mark Lett 31, 335–347. DOI: 10.1007/s11002-020-09537-5.
• Donkers A.C.D., Dellaert B.G.C., Waisman R.M., Häubl G. (2020). Preference Dynamics in Sequential Consumer Choice with Defaults. Journal of Marketing Research, 57(6), 1096-1112. DOI: 10.1177/0022243720956642.
• Benning T.M., Dellaert B.G.C., Arentze T.A. (2020). The impact of health vs. non-health goals on individuals’ lifestyle program choices: a discrete choice experiment approach. BMC Public Health 20 (411). DOI: 10.1186/s12889-020-8416-3.
• Ancillotti M., Erikson S., Godskesen T., Nihlen Fahlquist J., Andersson D., Veldwijk, J. (2020). Preferences regarding antibiotic treatment and the role of antibiotic resistance: a discrete choice experiment. International Journal of Antimicrobial Agents. DOI: 10.1016/j.ijantimicag.2020.106198
• Arslan I.G., Huls S.P.I., de Bekker-Grob E.W., Rozendaal R., Persoons M.C.T., Spruijt-van Hell M.E., Bindels P.J.E., Bierma-Zeinstra S.M.A., Schiphof D. (2020). Patients', healthcare providers', and insurance company employees' preferences for knee and hip osteoarthritis care: a discrete choice experiment. Osteoarthritis and Cartilage, 28 (10), 1316-1324. DOI: 10.1016/j.joca.2020.07.002.
• de Bekker-Grob E.W., Donkers B., Bliemer M., Veldwijk J., Swait J. (2020). Can healthcare choice be predicted using stated preference data? Social Science & Medicine, 246:112736. DOI: 10.1016/j.socscimed.2019.112736.
• de Bekker-Grob E.W., Donkers B., Veldwijk J., Jonker M.F., Buis S., Huisman J., Bindels P. (2020). What Factors Influence Non-Participation Most in Colorectal Cancer Screening? A Discrete Choice Experiment. The Patient: Patient-Centered Outcomes Research. DOI: 10.1007/s40271-020-00477-w.
• Jonker M., de Bekker-Grob E.W., Veldwijk J., Goossens L., Bour S., Rutten-van Mölken M.P.M.H. (2020). COVID-19 Contact Tracing Apps: Predicted Uptake in the Netherlands Based on a Discrete Choice Experiment. Jmir Mhealth and Uhealth, 8 (10). DOI: 10.2196/20741.
• Jonker M.F., Donkers B., Goossens L., Hoefman R., Jabbarian L., de Bekker-Grob E.W., Versteegh M., Harty G., Wong S. (2020). Summarizing Patient Preferences for the Competitive Landscape of (Multiple Sclerosis) Treatment Options. Medical Decision Making, 40 (2), 198-211. DOI: 10.1177/0272989X19897944.
• Veldwijk J., Viberg Johansson J., Donkers B., de Bekker-Grob E.W. (2020). Mimicking Real-Life Decision Making in Health: Allowing Respondents Time to Think in a Discrete Choice Experiment. Value in Health, 23 (7), 945-952. DOI: 10.1016/j.jval.2020.02.014.
• Whichello C.L., Bywall K., Mauer J., Watt S., Cleemput I., Pinto C.A., van Overbeeke E., Huys I., de Bekker-Grob E.W., Hermann R., Veldwijk J. (2020). An overview of critical decision-points in the medical product lifecycle: Where to include patient preference information in the decision-making process? Health Policy. DOI: 10.1016/j.healthpol.2020.07.007.
• Whichello C.L., Levitan B., Juhaeri J., Patadia V., DiSantostefano R., Pinto C.A., de Bekker-Grob E.W. (2020). Appraising patient preference methods for decision-making in the medical product lifecycle: an empirical comparison. BMC Medical Informatics and Decision Making, 20:114. DOI: 10.1186/s12911-020-01142-w.

2019

• van Overbeeke E., Janssens R., Whichello C., Schölin Bywall K., Sharpe J., Nikolenko N., Phillips B.S., Guiddi P., Pravettoni G., Vergani L., Marton L., Cleemput I., Simoens S., Kübler J., Juhaeri J., Levitan B., de Bekker-Grob E.W., Huys, I., Veldwijk, J. (2019). Design, Conduct and Use of Patient Preference Studies in the Medical Product Life Cycle: a Multi-method Study. Frontiers in pharmacology. DOI: 10.3389/fphar.2019.01395.
• Ardeshiri, Ali, Joffre Swait, Elizabeth Heagney, Mladen Kovac (2019). Willingness-to-pay for Coastline Protection in New South Wales: Beach Preservation Management and Decision Making, Ocean and Coastal Management, DOI: 10.1016/j.ocecoaman.2019.05.007.  
• Ardeshiri, Ali, Spring Sampson, Joffre Swait (2019). Seasonality Effects on Consumers Preferences Over Quality Attributes of Different Beef Products, Meat Science, DOI: 10.1016/j.meatsci.2019.06.004 
• Bekker-Grob EW de, Swait JD, Kassahun HT, Bliemer MCJ, Jonker MF, Veldwijk J, Cong K, Rose JM, Donkers B. Are healthcare choices predictable? The impact of discrete choice experiment designs and model. Value Health. 2019; 22(9):1050-1062
• Bruch, Elizabeth and Joffre Swait (2019).Choice Set Formation in Residential Mobility and Its Implications For Segregation Dynamics, Demography, DOI: 10.1007/s13524-019-00810-5, published online 21 August 2019.  
• Bywall KS, Veldwijk J, Hansson MG, Kihlbom U. Patient Perspectives on the Value of Patient Preference Information in Regulatory Decision Making: A Qualitative Study in Swedish Patients with Rheumatoid Arthritis. Patient. 2019 Jun;12(3):297-305. doi: 10.1007/s40271-018-0344-2.
• Determann D, Gyrd-Hansen D, de Wit GA, de Bekker-Grob EW, Steyerberg EW, Lambooij MS, Bjornskov Pedersen L. Designing unforced choice experiments to inform health care decision making: Implications of using opt-out, neither or status quo alternatives in discrete choice experiments. Medical Decision Making. 2019 [in press]
• Goossens, L. M. A., Jonker, M. F., Rutten-van Mölken, M. P. M. H., Boland, M. R. S., Slok, A. H. M., Salomé, P. L., … Donkers, B. (2019). The Fold-in, Fold-out Design for DCE Choice Tasks: Application to Burden of Disease. Medical Decision Making, 39(4), 450–460. doi.org/10.1177/0272989X19849461
• Grauman Å, Hansson MG, Puranen A, James S, Veldwijk J.Short-term mental distress in research participants after receiving cardiovascular risk information. PLoS One. 2019 May 24;14(5):e0217247. doi: 10.1371/journal.pone.0217247. eCollection 2019.
• Huls S, Whichello C, van Exel J, Uyl-de Groot C, de Bekker-Grob EW. What is next for patient preferences in Health Technology Assessment? A systematic review of the challenges. Value Health. [in press]
• Janssens R, Russo S, van Overbeeke E, Whichello C, Harding S, Kubler J, Juhaeri J, Scholin Bywall K, Comanescu A, Hueber A, Englbrecht M, Nikolenko K, Pravettoni G, Simoens S, Stevens H, Hermann R, Levitan B, Cleemput I, de Bekker-Grob EW, Veldwijk J, Huys I. Patient preferences in the medical product life cycle: What do stakeholders think? Semi-structured qualitative interviews in Europe and the US. Patient. 2019 Oct;12(5):513-526 
• Jonker MF, Donkers B, de Bekker-Grob EW, Stolk EA. Attribute level overlap (and color coding) can reduce task complexity, improve choice consistency, and decrease the dropout rate in discrete choice experiments. Health Econ. 2019 Mar;28(3):350-363. 
• Lambooij MS, Veldwijk J, van Gils P, Mangen MJ, Over E, Suijkerbuijk A, Polder J, de Wit GA, Opsteegh M.Consumers' preferences for freezing of meat to prevent toxoplasmosis- A stated preference approach. Meat Sci. 2019 Mar;149:1-8. doi: 10.1016/j.meatsci.2018.11.001. Epub 2018 Nov 5.
• Ledent E, Gabutti G, de Bekker-Grob EW, Alcázar Zambrano JL, Campins Martí M, Del Hierro Gurruchaga MT, Fernández Cruz MJ, Ferrera G, Fortunato F, Torchio P, Zoppi G, Agboton C, Kandeil W, Marchetti F. Attributes influencing parental decision-making to receive the Tdap vaccine to reduce the risk of pertussis transmission to their newborn - outcome of a cross-sectional conjoint experiment in Spain and Italy. Hum Vaccin Immunother. 2019; 15(5):1080-1091 
• Liu Y, Kong Q, de Bekker-Grob EW. Public preferences for health care facilities in rural China: a discrete choice experiment. Soc Sc Med. 2019 Sept [in press]
• Molema C, Veldwijk J, Wendel-Vos W, de Wit A, van de Goor I, Schuit J. Chronically ill patients' preferences for a financial incentive in a lifestyle intervention. Results of a discrete choice experiment. PLoS One. 2019 Jul 25;14(7):e0219112. 
• Overbeeke E van, Whichello C, Janssens R, Veldwijk J, Cleemput I, Simoens S, Juhaeri J, Levitan B, Kübler J, de Bekker-Grob EW, Huys I. Factors and situations influencing the value of patient preference studies along the medical product lifecycle: a literature review. Drug Discov Today. 2019 Jan;24(1):57-68
• Reckers-Droog VT, van Exel NJA, Brouwer WBF. 2019. Equity weights for priority setting in healthcare: Severity, Age, or Both? Value in Health (in press).
• Russo S, Jongerius C, Faccio F, Pizzoli SFM, Pinto CA, Veldwijk J, Janssens R, Simons G, Falahee M, de Bekker-Grob EW, Huys I, Postmus D, Kihlbom U, Pravettoni G. Understanding Patients' Preferences: A Systematic Review of Psychological Instruments Used in Patients' Preference and Decision Studies. Value Health. 2019 Apr;22(4):491-501.
• Soekhai V, de Bekker-Grob EW, Ellis AR, Vass CM. Discrete Choice Experiments in Health Economics: Past, Present and Future. Pharmacoeconomics. 2019 Feb;37(2):201-226. 
• Soekhai V, Whichello C, Levitan B, Veldwijk J, Pinto CA, Donkers B, Huys I, van Overbeeke E, Juhaeri J, de Bekker-Grob EW. Methods for exploring and eliciting patient preferences in the medical product lifecycle: a literature review. Drug Discov Today. 2019 Jul;24(7):1324-1331
• Swait, Joffre, Cristiano Franceschinis and Mara Thiene (2019). Antecedent volition and spatial effects: can multiple goal pursuit mitigate distance decay?, Environmental and Resource Economics, DOI: 10.1007/s10640-019-00344-9. 
• Tsekouras, D., Dellaert, B.G.C., Donkers, B. et al. Product set granularity and consumer response to recommendations. J. of the Acad. Mark. Sci. (2019). doi.org/10.1007/s11747-019-00682-6
• Veldwijk J, Groothuis-Oudshoorn CGM, Kihlbom U, Langenskiöld S, Dekker E, Kallenberg FGJ, de Wit GA, Lambooij MS.How psychological distance of a study sample in discrete choice experiments affects preference measurement: a colorectal cancer screening case study. Patient Prefer Adherence. 2019 Feb 12;13:273-282. doi: 10.2147/PPA.S180994. eCollection 2019.
• Viberg Johansson J, Langenskiöld S, Segerdahl P, Hansson MG, Hösterey UU, Gummesson A, Veldwijk J. Research participants' preferences for receiving genetic risk information: a discrete choice experiment.Genet Med. 2019 Apr 17. doi: 10.1038/s41436-019-0511-4. [Epub ahead of print]
• Whichello C, van Overbeeke E, Janssens R, Schölin Bywall K, Russo S, Veldwijk J, Cleemput I, Juhaeri J, Levitan B, Kübler J, Smith M, Hermann R, Engelbrecht M, Hueber A, Comaneuscu A, Harding S, Simoens S, Huys I, de Bekker-Grob EW. Factors and situations affecting the value of patient preference studies: semi-structured interviews in Europe and the US. Frontiers in Pharmacology. [in press]
• Wu, Fang, Joffre Swait and Yuxin Chen (2019), Feature-Based Attributes and the Roles of Consumers Perception Bias and Inference in Choice, International Journal of Research in Marketing, 36(2):325-340, DOI: 10.1016/j.ijresmar.2018.12.003.
• Whitty* J., de Bekker-Grob* E.W., Cook N., Terris-Prestholt F., Drummond M., Falchetto R., Hillige H.L. (2019). Patient Preferences in the Medical Product Lifecycle. The patient: Patient-Centered Outcomes Research. DOI: 10.1007/s40271-019-00400-y.

2018

• Ancillotti, M., S. Eriksson, J. Veldwijk, J. Nihlén Fahlquist, D.I. Andersson and T. Godskesen. Public awareness and individual responsibility needed for judicious use of antibiotics: a qualitative study of public beliefs and perceptions. BMC Public Health. 2018;18(1):1153. 
• Becker F, Anokye N, de Bekker-Grob EW, Higgins A, Relton C, Strong M, Fox-Rushby J. Women’s preferences for alternative financial incentive schemes for breastfeeding: A discrete choice experiment. PloS One. 2018 Apr;13(4).
• Bekker-Grob EW de, Veldwijk J, Jonker M, Donkers B, Huisman J, Buis S, Swait J, Lancsar E, Witteman CLM, Bonsel G, Bindels P. The impact of vaccination and patient characteristics on influenza vaccination uptake of elderly people: A discrete choice experiment. Vaccine. 2018 Mar 7;36(11):1467-1476.
• Bekker-Grob, EW, de, Juhaeri J, Kihlbom U, Levitan B.  Giving patients' preferences a voice in the medical product lifecycle: why, when and how?: The public-private PREFER project: Work package 2. ISPOR Value & Outcomes Spotlight, p. 19 19-21 21, 2018.
• Bywall, K.S., J. Veldwijk, M.G. Hansson and U. Kihlbom. Patient Perspectives on the Value of Patient Preference Information in Regulatory Decision Making: A Qualitative Study in Swedish Patients with Rheumatoid Arthritis. Patient, 2018. in Press: doi: 10.1007/s40271-018-0344-2 
• Dellaert, Benedict G.C., Joffre Swait, Vic Adamowicz, Theo Arentze, Elizabeth Bruch, Elisabetta Cherchi, Caspar Chorus, Bas Donkers, Fred Feinberg, A.A.J. Marley, and Linda Salisbury, 2018, “Individuals’ Decisions in the Presence of Multiple Goals,” Customer Needs and Solutions (special issue on 10th Invitational Choice Symposium), 5 (1), 51-64.
• Hiligsmann, Mickaël, Benedict G.C. Dellaert, Verity Watson, and Annelies Boonen, 2018, “Comment on: Patients’ Preferences for Anti-Osteoporosis Drug Treatment: A Cross-European Discrete Choice Experiment: Reply,” Rheumatology, 57 (3), 584–585.
• Jakubczyk M, Craig BM, Barra M, Groothuis-Oudshoorn CGM, Hartman JD, Huynh E, Ramos-Goñi JM, Stolk EA, Rand K. Choice Defines Value: A Predictive Modeling Competition in Health Preference Research. Value Health. 2018 Feb;21(2):229-238. doi: 10.1016/j.jval.2017.09.016.
• Jonker MF, Donkers B, de Bekker-Grob EW, Stolk EA. Advocating a paradigm shift in health state valuations: the estimation of time preference corrected Quality-Adjusted-Life-Year-tariffs. Value Health. 2018. In press.
• Jonker MF, Donkers B, de Bekker-Grob E, Stolk EA. Attribute level overlap (and color coding) can reduce task complexity, improve choice consistency, and decrease the dropout rate in discrete choice experiments. Health Econ. 2018 Dec 18. doi: 10.1002/hec.3846. [Epub ahead of print] PubMed PMID: 30565338.
• Kreimeier S, Oppe M, Ramos-Goñi JM, Cole A, Devlin N, Herdman M, Mulhern B, Shah KK, Stolk E, Rivero-Arias O, Greiner W. Valuation of EuroQol Five-Dimensional Questionnaire, Youth Version (EQ-5D-Y) and EuroQol Five-Dimensional Questionnaire, Three-Level Version (EQ-5D-3L) Health States: The Impact of Wording and Perspective. Value Health. 2018 Nov;21(11):1291-1298. doi:  10.1016/j.jval.2018.05.002. Epub 2018 Aug 8. PubMed PMID: 30442276.
• Lambooij, M.S., J. Veldwijk, P.F. van Gils, M.J. Mangen, E. Over, A. Suijkerbuijk, J. Polder and G.A de Wit, Opsteegh M. Consumers' preferences for freezing of meat to prevent toxoplasmosis- A stated preference approach. Meat Sci. 2018;149:1-8
• Lim S, Jonker MF, Oppe M, Donkers B, Stolk E, 2018, Severity-stratified DCE designs for health state evaluation, PharmacoEconomics, 36 (11): 1377-1389
• Noordman BJ, de Bekker-Grob EW, Coene PPLO, van der Harst E, Lagarde SM, Shapiro J, Wijnhoven BPL, van Lanschot JJB. Patients' preferences for treatment after neoadjuvant chemoradiotherapy for oesophageal cancer. Br J Surg. 2018 Nov;105(12):1630-1638. doi: 10.1002/bjs.10897. 
• Overbeeke, E., van, C.L. Whichello, R. Janssens, J. Veldwijk, I. Cleemput, S. Simoens, J. Juhaeri, B. Levitan, J. Kübler, E.W. de Bekker-Grob and I. Huys. Factors and situations influencing the value of patient preference studies along the medical product lifecycle: a literature review. Drug Discov Today. 2018. pii: S1359-6446(18)30244-7. 
• Reckers-Droog V.T., N.J.A. van Exel, W.B.F. Brouwer. (2018). Who should receive treatment? An empirical analyses into the relationship between societal preferences and views concerning healthcare priority setting. Accepted. PLOSONE.
• Russo, S., C. Jongerius, F. Faccio, S.F.M. Pizzoli, U. Kihlbom, C.A. Pinto, J. Veldwijk, R. Janssens, G. Simons, M. Falahee, E. de Bekker-Grob, I. Huys, F. Pignatti, D. Postmus, and G. Pravettoni. Understanding patients’ preferences: A systematic review of psychological instruments used in patients’ preference and decision studies. Value in Health, 2018. In press. 
• Soekhai V, de Bekker-Grob EW, Ellis AR, Vass CM. Discrete Choice Experiments in Health Economics: Past, Present and Future. Pharmacoeconomics. 2018 Nov 3. doi: 10.1007/s40273-018-0734-2. 
• Thomadsen, R., Rooderkerk, R.P., Amir, O. et al. How Context Affects Choice. Cust. Need. and Solut. (2018) 5: 3. https://doi.org/10.1007/s40547-017-0084-9
• Veldwijk J., C.G.M. Groothuis-Oudshoorn, U. Kihlbom, S. Langenskiöld, E. Dekker, F.G.J. Kallenberg, G.A. de Wit and M.S. Lambooij. How psychological distance of a study sample in discrete choice experiments affects preference measurement: a colorectal cancer screening case study. Patient Pref Adher, 2018. In press. 

2017

• Bekker-Grob EW de, Berlin C, Levitan B, Raza K, Christoforidi K, Cleemput I, Pelouchova J, Enzmann H, Cook N, Hansson MG. Giving Patients' Preferences a Voice in Medical Treatment Life Cycle: The PREFER Public-Private Project. Patient. 2017 Jun;10(3):263-266. doi: 10.1007/s40271-017-0222-3. No abstract available.
• Dellaert, Benedict G.C., Theo Arentze, Oliver Horeni, and Harry J.P. Timmermans, 2017. Deriving Attribute Utilities from Mental Representations of Complex Decisions.  Journal of Choice Modelling, 22, 24-28.
• Dellaert, Benedict G.C., Joffre Swait, Vic Adamowicz, Theo Arentze, Elizabeth Bruch, Elisabetta Cherchi, Caspar Chorus, Bas Donkers, Fred Feinberg, A.A.J. Marley, and Linda Salisbury, 2017. Individuals’ Decisions in the Presence of Multiple Goals. Customer Needs and Solutions (special issue on 10th Invitational Choice Symposium), available online.
• Determann D, Lambooij MS, Gyrd-Hansen D, de Bekker-Grob EW, Steyerberg EW, Heldoorn M, Pedersen LB, de Wit GA. Personal health records in the Netherlands: potential user preferences quantified by a discrete choice experiment. J Am Med Inform Assoc. 2017 May 1;24(3):529-536. doi: 10.1093/jamia/ocw158.
• Determann D, Lambooij MS, Steyerberg EW, de Bekker-Grob EW, de Wit GA. Impact of Survey Administration Mode on the Results of a Health-Related Discrete Choice Experiment: Online and Paper Comparison. Value Health. 2017 Jul - Aug;20(7):953-960.
• Goossens LMA, Rutten-van Mölken MPMH, Boland MRS, Donkers B, Jonker MF, Slok AHM, Salomé PL, van Schayck OCP, In 't Veen JCCM, Stolk EA; research team that developed the ABC tool. ABC Index: quantifying experienced burden of COPD in a discrete choice experiment and predicting costs. BMJ Open. 2017 Dec 26;7(12):e017831. doi: 10.1136/bmjopen-2017-017831.
• Hiligsmann, Mickaël, Benedict G. Dellaert, Carmen D. Dirksen, Verity Watson, Sandrine Bours,  Stefan Goemaere, Jean-Yves Reginster, Christian Roux, Bernie McGowan, Carmel Silke, Bryan Whelan, Adolfo Diez-Perez, Elisa Torres, Georgios Papadakis, Rene Rizzoli, Cyrus Cooper, Gill Pearson, Annelies Boonen, 2017. Patients’ Preferences for Anti-Osteoporosis Drug Treatment: A Cross-European Discrete-Choice Experiment. Rheumatology, 56, 1167-1176.
• Jonker MF, Attema AE, Donkers B, Stolk EA, Versteegh MM. Are Health State Valuations from the General Public Biased? A Test of Health State Reference Dependency Using Self-assessed Health and an Efficient Discrete Choice Experiment. Health Econ. 2016 Oct 27. doi: 10.1002/hec.3445. [Epub ahead of print] PubMed PMID: 27790801.
• Jonker MF, Donkers B, de Bekker-Grob EW, Stolk EA. The Effect of Level Overlap and Color Coding on Attribute Non-attendance in Discrete Choice Experiments. Value in Health (2017). [in press]
• Krabbe PF, Stolk EA, Devlin NJ, Xie F, Quik EH, Pickard AS. Head-to-head comparison of health-state values derived by a probabilistic choice model and scores on a visual analogue scale. Eur J Health Econ. 2016 Nov 2. [Epub ahead of print] PubMed PMID: 27807631.
• Kuijper TM, Folmer R, Stolk EA, Hazes JMW, Luime JJ. Doctors' preferences in de-escalating DMARDs in rheumatoid arthritis: a discrete choice experiment. Arthritis Res Ther. 2017 Apr 26;19(1):78. doi: 10.1186/s13075-017-1287-z. PubMed PMID: 28446212; PubMed Central PMCID: PMC5405491.
• van Deen W.K., Nguyen D., Duran N.E., Kane E., van Oijen M.G.H. & Hommes D.W. (2017). Value redefined for inflammatory bowel disease patients: a choice-based conjoint analysis of patients' preferences. Qual Life Res. DOI: 10.1007/s11136-016-1398-z.
• Ostermann J, Brown DS, de Bekker-Grob EW, Mühlbacher AC, Reed SD. Preferences for Health Interventions: Improving Uptake, Adherence, and Efficiency. Patient. 2017 Jun 8. doi: 10.1007/s40271-017-0251-y. [Epub ahead of print] No abstract available.
• Poenaru D, Pemberton J, Frankfurter C, Cameron BH, Stolk E. Establishing disability weights for congenital pediatric surgical conditions: a multi-modal approach. Popul Health Metr. 2017 Mar 4;15(1):8. doi: 10.1186/s12963-017-0125-5. PubMed PMID: 28259148; PubMed Central PMCID: PMC5336647.
• Stolk EA, Craig BM, Mulhern B, Brown DS. Health Valuation: Demonstrating the Value of Health and Lifespan. Patient. 2017 Jun 8. doi:10.1007/s40271-017-0252-x. [Epub ahead of print] PubMed PMID: 28597376.
• Elly Stolk, Marcel Jonker, Esther de Bekker-Grob, Sesil Lim, Bas Donkers. DCE duration values for EQ-5D-5L: old and new. EuroQol Academy Meeting 2017 poster: PDF.

• Watson V, Becker F, de Bekker-Grob EW. Discrete choice experiment response rates: A meta-analysis. Health Econ. 2017 Jun;26(6):810-817

2016

• Bailey H, Stolk E, Kind P. Toward Explicit Prioritization for the Caribbean: An EQ-5D Value Set for Trinidad and Tobago. Value Health Reg Issues. 2016 Dec;11:60-67. doi: 10.1016/j.vhri.2016.07.010.
• Determann D, de Bekker-Grob EW, French J, Voeten HA, Richardus JH, Das E, Korfage IJ. Future pandemics and vaccination: Public opinion and attitudes across three European countries. Vaccine. 2016 Feb 3;34(6):803-8. 
• Determann D, Korfage IJ, Fagerlin A, Steyerberg EW, Bliemer MC, Voeten HA, Richardus JH, Lambooij MS, de Bekker-Grob EW. Public preferences for vaccination programmes during pandemics caused by pathogens transmitted through respiratory droplets - a discrete choice experiment in four European countries. Euro Surveill. 2016 Jun 2;21(22).
• Determann D, Lambooij MS, de Bekker-Grob EW, Hayen AP, Varkevisser M, Schut FT, Wit GA.  What health plans do people prefer? The trade-off between premium and provider choice. Soc Sci Med. 2016; 165(3):10-18.
• Donkers, B., M. van Diepen, Ph.H.B.F. Franses (2016), Do charities get more when they ask more often? Evidence from a unique field experiment, Journal of Behavioral and Experimental Economics
• Harmsen-Van Hout, Marjolein J.W., Benedict G.C. Dellaert, and P. Jean-Jacques Herings, 2016, “Heuristic Decision Making in Network Linking,” European Journal of Operational Research, 251 (1), 158–170.
• Heisen M, Baeten SA, Verheggen BG, Stoelzel M, Hakimi Z, Ridder A, van Maanen R, Stolk EA. Patient and physician preferences for oral pharmacotherapy for overactive bladder: two discrete choice experiments. Curr Med Res Opin. 2016 Feb; 12:1-10
• Jacobs BJD, Donkers B, Fok D. Model-Based Purchase Predictions for Large Assortments. Market Sci. 2016; 35(3):389-404.
• Kan HJ, de Bekker-Grob EW, van Marion E, van Oijen GW, van Nieuwenhoven CA, Hovius SER, Selles RW. Patients' preferences for treatment for Dupuytren's disease: a Discrete Choice Experiment. Plast Reconstr Surg. 2016 Jan;137(1):165-73.
• Lock J, de Bekker-Grob EW, Urhan G, Peters M, Meijer K, Brons P, van der Meer FJ, Driessens MH, Collins PW, Fijnvandraat K, Leebeek FW, Cnossen MH; ‘OPTI-CLOT’ study group. Facilitating the implementation of pharmacokinetic-guided dosing of prophylaxis in haemophilia care by discrete choice experiment. Haemophilia. 2016 Jan;22(1):e1-e10. doi: 10.1111/hae.12851
• Veldwijk J, Determann D, Lambooij MS, van Til JA, Korfage IJ, de Bekker-Grob EW, de Wit GA. Exploring how individuals complete the choice tasks in a discrete choice experiment: an interview study. BMC Med Res Methodol. 2016 Apr 21;16:45. 
• Vos-Kerkhof, de, E, Roland D, de Bekker-Grob E, Oostenbrink R, Lakhanpaul M, Moll HA. Clinicians' overestimation of febrile child risk assessment. Eur J Pediatr. 2016 Apr;175(4):563-72. doi: 10.1007/s00431-015-2667-5. Epub 2015 Dec 4.
• Watson V, Becker F, de Bekker-Grob EW. Discrete Choice Experiment Response Rates: A Meta-analysis. Health Econ. 2016 Apr 27. doi: 10.1002/hec.3354. 

2015

• Arentze, Theo A., Benedict G.C. Dellaert, and Caspar G. Chorus, 2015, “Incorporating Mental Representations in Discrete Choice Models of Travel Behavior: Modelling Approach and Empirical Application,” Transportation Science, 49 (3), 577–590.
• Bekker-Grob EW de, Bergstra AD, Bliemer MC, Trijssenaar-Buhre IJ, Burdorf A. Protective Behaviour of Citizens to Transport Accidents Involving Hazardous Materials: A Discrete Choice Experiment Applied to Populated Areas nearby Waterways. PLoS One. 2015 Nov 16;10(11):e0142507.
• Bekker-Grob EW de, Donkers B, Jonker MF, Stolk EA. Sample size requirements for discrete choice experiments in health care: a practical guide. Patient Oct;8(5):373-84 
• Bekker-Grob EW de, Niers E, van Lanschot J, Steyerberg EW, Wijnhoven B. Patients' preferences for surgical management of esophageal cancer: a discrete choice experiment. World J Surg. 2015 Oct;39(10):2492-9.
• Boezeman E, Nieuwenhuijsen K, de Bekker-Grob EW, Van den Akker-Van Marle ME, Sluiter JK. The Relative Importance of the Domains of Work Functioning: Evaluations of Health impaired Employees, Healthy Employees, and Employers. J Occup Environ Med. 2015 Apr;57(4):361-6.
• Gärtner FR, de Bekker-Grob EW, Stiggelbout AM, Rijnders ME, Freeman LM, Middeldorp JM, Bloemenkamp KW, de Miranda E, van den Akker-van Marle ME.Calculating Preference Weights for the Labor and Delivery Index: A Discrete Choice Experiment on Women's Birth Experiences. Value Health. 2015 Sep;18(6):856-64.
• Groenewoud AS, Van Exel NJA, Bobinac A, Berg M, Huijsman R, Stolk EA. What influences patients’ decisions when choosing a health care provider?  Measuring preferences of patients with knee arthrosis, chronic depression or Alzheimer’s disease, using discrete choice experiments. Health Serv Res. 2015 Dec;50(6):1941-72. 
• Kamphuis CBM, de Bekker-Grob EW, van Lenthe FJ. Factors affecting food choices of older adults from high and low socioeconomic groups - a discrete choice experiment. Am J Clin Nutr. 2015 Apr;101(4):768-74.
• Jonker, M.F., B. Donkers,B. Chaix,F.J. van Lenthe, A. Burdorf, J.P. Mackenbach (2015), Estimating the Impact of Health-related Behaviors on Geographic Variation in Cardiovascular Mortality A New Approach Based on the Synthesis of Ecological and Individual-level Data. Epidemiology, 26(6), 888-897.
• Kamphuis CBM, de Bekker-Grob EW, van Lenthe FJ. Factors affecting food choices of older adults from high and low socioeconomic groups – a discrete choice experiment. Am J Clin Nutr. 2015 Apr;101(4):768-74.
• Van Schie, R., B.G.C. Dellaert, and B. Donkers (2015). Promoting later planned retirement: Construal level intervention impact reverses with age. Journal of Economic Psychology, 50, 124-131.  doi: 10.1016/j.joep.2015.06.010

2014

• Clark MD, Determann D, Petrou S, Moro D, de Bekker-Grob EW. Discrete Choice Experiments in health economics: A review of the literature. PharmacoEcon. 2014 Sep;32(9):883-902.
• Determann D, Korfage IJ, Lambooij MS, Bliemer MCJ, Richardus JH, Steyerberg EW, de Bekker-Grob EW. Acceptance of vaccinations in pandemic outbreaks:  A discrete choice experiment in the Netherlands. Plos One. 2014 Jul;9(7):e102505.
• Goossens L, Utens C, Smeenk F, Donkers B, van Schayk O, Rutten-van Molken M. Should I stay or should I go home? A latent class analysis of a discrete choice experiment on hospital-at-home. Value Health. 2014 May;17(5):588-96.
• Hofman R, de Bekker-Grob EW, Raat H, Helmerhorst TJ, van Ballegooijen M, Korfage IJ. Parents’ preferences for vaccinating daughters against human papillomavirus in the Netherlands: a discrete choice experiment. BMC Public Health. 2014 May;14:454.
• Hofman R, de Bekker-Grob EW, Richardus JH, de Koning H, van Ballegooijen M, Korfage IJ. Have preferences of girls changed almost 3 years after the much debated start of the HPV vaccination program in the Netherlands? A discrete choice experiment. Plos One. 2014 Aug;9(8):e104772
• Krabbe PF, Devlin NJ, Stolk EA, Shah KK, Oppe M, van Hout B, Quik EH, Pickard AS, Xie F. Multinational evidence of the applicability and robustness of discrete choice modeling for deriving EQ-5D-5L health-state values. Med Care. 2014 Nov;52(11):935-43.
• Veldwijk J, Lambooij MS, de Bekker-Grob EW, Smit HA, de Wit GA. The effect of including an opt-out option in discrete choice experiments: Lifestyle interventions among type 2 diabetes mellitus patients. PLoS One. 2014 Nov;9(11):e111805.

2013

• Bekker-Grob EW de, Bliemer MCJ, Donkers B, Essink-Bot ML, Korfage IJ, Roobol MJ, Bangma CH, Steyerberg EW. Patients' and urologists' preferences for prostate cancer treatment: a discrete choice experiment.  Br J Cancer. 2013 Aug;109(3):633-40.
• Bekker-Grob EW de, Chorus CG. Random regret-based discrete choice modelling: an application to health care.  PharmacoEcon. 2013 Jul;31(7):623-34.
• Bekker-Grob EW de, Rose JM, Bliemer MCJ. A closer look at decision and analyst error by including nonlinearities in discrete choice models: implications on willingness-to-pay estimates derived from discrete choice data in health care. PharmacoEcon. 2013 Dec;31(12):1169-83.
• Bekker-Grob EW de, Rose JM, Donkers B, Essink-Bot ML, Bangma CH, Steyerberg EW. Men’s preferences for prostate cancer screening: a discrete choice experiment.  Br J Cancer. 2013 Feb;108(3):533-41.
• Craig BM, Pickard AS, Stolk E, Brazier JE. US valuation of the SF-6D. Med Decis Making. 2013 Aug;33(6):793-803.
• Ramos-Goñi JM, Rivero-Arias O, Errea M, Stolk EA, Herdman M, Cabasés JM. Dealing with the health state 'dead' when using discrete choice experiments to obtain values for EQ-5D-5L heath states. Eur J Health Econ. 2013 Jul;14 Suppl 1:S33-42.

2012

• Bekker-Grob EW de, Ryan M, Gerard K. Discrete choice experiments in health economics: a review of the literature. Health Econ. 2012 Feb;21(2):145-72.
• Dellaert BGC, Donkers B, van Soest A. Complexity Effects in Choice Experiment-Based Models. J Market Res. 2012 March;49(3):424-34.

2011

• Boonen L, Schut E, Donkers B. Channelling consumers to preferred providers and the impact of status-quo bias: does type of provider matter. Health Serv Res. 2011 Feb; 46(2):510-30.
• Camacho N, Donkers B, Stremersch S. Predictably Non-Bayesian: Quantifying Salience Effects in Physician Learning about Drug Quality. Market Sc. 2011 Apr;30:305-20.
• Damen TH, de Bekker-Grob EW, Mureau MA, Menke-Pluijmers MB, Seynaeve C, Hofer SO, Essink-Bot ML. Patients' preferences for breast reconstruction: a discrete choice experiment. J Plast Reconstr Aesthet Surg. 2011 Jan;64(1):75-83.
• Empel, van, IW, Dancet EA, Koolman XH, Nelen WL, Stolk EA, Sermeus W, D'Hooghe TM, Kremer JA. Physicians underestimate the importance of patient-centredness to patients: a discrete choice experiment in fertility care. Hum Reprod. 2011 Mar;26(3):584-93.
• Musters AM, de Bekker-Grob EW, Mochtar MH, van der Veen F, van Mello NM. Women's perspectives regarding subcutaneous injections, costs and live birth rates in IVF. Hum Reprod. 2011 Sep;26(9):2425-31.

2010

• Bekker-Grob EW de, Hofman R, Donkers B, van Ballegooijen M, Helmerhorst TJ, Raat H, Korfage IJ. Girls' preferences for HPV vaccination: a discrete choice experiment. Vaccine. 2010 Sep;28(41):6692-7.
• Bekker-Grob EW de, Hol L, Donkers B, van Dam L, Habbema JD, van Leerdam ME, Kuipers EJ, Essink-Bot ML, Steyerberg EW. Labeled versus unlabeled discrete choice experiments in health economics: an application to colorectal cancer screening. Value Health. 2010 Mar-Apr;13(2):315-23.
• Bunge EM, Bekker-Grob EW de, van Biezen FC, Essink-Bot ML, de Koning HJ. Patients' preferences for scoliosis brace treatment: a discrete choice experiment. Spine (Phila Pa 1976). 2010 Jan 1;35(1):57-63.
• Dam L van, Hol L, de Bekker-Grob EW, Steyerberg EW, Kuipers EJ, Habbema JDF, Essink-Bot ML, Leerdam ME van. What influences individuals’ preferences for colorectal cancer screening tests? An application of the discrete choice experiment. Eur J Cancer. 2010 Jan;46(1):150-9.
• Haubl G, Dellaert BGC, Donkers B. Tunnel Vision: Local Behavioral Influences on Consumer Decisions in Product Search. Market Sc. 2010 Mar;29(3):438-55.
• Hol L, de Bekker-Grob EW, van Dam L, Donkers B, Kuipers EJ, Habbema JD, Steyerberg EW, van Leerdam ME, Essink-Bot ML. Preferences for colorectal cancer screening strategies: a discrete choice experiment. Br J Cancer. 2010 Mar;102(6):972-80.
• Koopmanschap MA, Stolk EA, Koolman X. Dear policy maker: have you made up your mind? A discrete choice experiment among policy makers and other health professionals. Int J Technol Assess Health Care. 2010 Apr;26(2):198-204.
• Mello NM van, Mol F, Opmeer BC, de Bekker-Grob EW, Essink-Bot ML, Ankum WM, Mol BW, van der Veen F, Hajenius PJ. Salpingotomy or salpingectomy in tubal ectopic pregnancy: what do women prefer? Reprod Biomed Online. 2010 Nov;21(5):687-93.
• Nieboer AP, Koolman X, Stolk EA. Preferences for long-term care services: willingness to pay estimates derived from a discrete choice experiment. Soc Sci Med. 2010 May;70(9):1317-25. 
• Stolk EA, Oppe M, Scalone L, Krabbe PF. Discrete choice modeling for the quantification of health states: the case of the EQ-5D. Value Health. 2010 Dec;13(8):1005-13.

2009

• Bekker-Grob EW de, Essink-Bot ML, Meerding WJ, Koes BW, Steyerberg EW. General practitioners’ and patients’ preferences for osteoporosis drug treatment: a discrete choice experiment. PharmacoEcon. 2009 Mar;27(3):211-209.
• Boonen L, Schut E, Donkers B, Koolman X. Which preferred providers are really preferred? Effectiveness of insurers' channeling incentives on pharmacy choice. Int J Health Care Finance Econ. 2009 Apr;9(4):347-66.
• Kruijshaar ME, Essink-Bot ML, Donkers B, Looman CWN, Siersema PD, Steyerberg EW. A labelled discrete choice experiment adds realism to the choices presented: preferences for surveillance tests for Barrett esophagus. BMC Med Res Meth. 2009 Sep; 9,31.
• Ringburg AN, Buljac M, Stolk EA, van Lieshout EM, van Beeck EF, Patka P, Schipper IB. Willingness to pay for lives saved by Helicopter Emergency Medical Services. Prehosp Emerg Care. 2009 Jan-Mar;13(1):37-43.

2008

• Bekker-Grob EW de, Essink-Bot ML, Meerding WJ, Pols HAP,  Koes BW, Steyerberg EW. Patients’ preferences for osteoporosis drug treatment: a discrete choice experiment. Osteoporosis International 2008; 19(7):1029-1037.

2006

• Baltussen R, Stolk E, Chisholm D, Aikins M. Towards a multi-criteria approach for priority setting: an application to Ghana. Health Econ. 2006 Jul;15(7):689-96.

2003

• Donkers B, Franses PH, Verhoef P. Using Selective Sampling for Binary Choice Models. J Market Res. 2003 Apr;40(4):492-97.

Books

• de Bekker-Grob. Discrete choice experiments in health care: theory and applications. PhD thesis. Erasmus University Rotterdam.