PMID- 25618790
OWN - NLM
STAT- MEDLINE
DCOM- 20160914
LR  - 20220409
IS  - 1178-1661 (Electronic)
IS  - 1178-1653 (Print)
IS  - 1178-1653 (Linking)
VI  - 8
IP  - 6
DP  - 2015 Dec
TI  - The Predictive Value of Discrete Choice Experiments in Public Health: An 
      Exploratory Application.
PG  - 521-9
LID - 10.1007/s40271-015-0115-2 [doi]
AB  - OBJECTIVE: The objective of this study was to assess the predictive value of a 
      discrete choice experiment (DCE) in public health by comparing stated preferences 
      to actual behavior. METHODS: 780 Type 2 diabetes mellitus (T2DM) patients 
      received a questionnaire, containing a DCE with five attributes related to T2DM 
      patients' willingness to participate in a combined lifestyle intervention. Panel 
      mixed-multinomial-logit models were used to estimate the stated preferences based 
      on 206 completed DCE questionnaires. Actual participation status was retrieved 
      for 54 respondents based on patients' medical records and a second questionnaire. 
      Predicted and actual behavior data were compared at population level and at 
      individual level. RESULTS: Based on the estimated utility function, 81.8% of all 
      answers that individual respondents provided on the choice tasks were predicted 
      correctly. The actual participation rate at the aggregated population level was 
      minimally underestimated (70.1 vs. 75.9%). Of all individual choices, 74.1% were 
      predicted correctly with a positive predictive value of 0.80 and a negative 
      predictive value of 0.44. CONCLUSION: Stated preferences derived from a DCE can 
      adequately predict actual behavior in a public health setting.
FAU - Salampessy, Benjamin H
AU  - Salampessy BH
AD  - Centre for Nutrition, Prevention and Health Services, National Institute for 
      Public Health and the Environment (RIVM), P.O. Box 1, 3720 BA, Bilthoven, The 
      Netherlands.
FAU - Veldwijk, Jorien
AU  - Veldwijk J
AD  - Centre for Nutrition, Prevention and Health Services, National Institute for 
      Public Health and the Environment (RIVM), P.O. Box 1, 3720 BA, Bilthoven, The 
      Netherlands. jorien.veldwijk@rivm.nl.
AD  - Julius Center for Health Sciences and Primary Care, University Medical Center 
      Utrecht, Utrecht, The Netherlands. jorien.veldwijk@rivm.nl.
FAU - Jantine Schuit, A
AU  - Jantine Schuit A
AD  - Centre for Nutrition, Prevention and Health Services, National Institute for 
      Public Health and the Environment (RIVM), P.O. Box 1, 3720 BA, Bilthoven, The 
      Netherlands.
AD  - Department of Health Sciences, EMGO Institute for Health and Care Research, VU 
      University, Amsterdam, The Netherlands.
FAU - van den Brekel-Dijkstra, Karolien
AU  - van den Brekel-Dijkstra K
AD  - Leidsche Rijn Julius Health Care Centers, Utrecht, The Netherlands.
FAU - Neslo, Rabin E J
AU  - Neslo RE
AD  - Julius Center for Health Sciences and Primary Care, University Medical Center 
      Utrecht, Utrecht, The Netherlands.
FAU - Ardine de Wit, G
AU  - Ardine de Wit G
AD  - Centre for Nutrition, Prevention and Health Services, National Institute for 
      Public Health and the Environment (RIVM), P.O. Box 1, 3720 BA, Bilthoven, The 
      Netherlands.
AD  - Julius Center for Health Sciences and Primary Care, University Medical Center 
      Utrecht, Utrecht, The Netherlands.
FAU - Lambooij, Mattijs S
AU  - Lambooij MS
AD  - Centre for Nutrition, Prevention and Health Services, National Institute for 
      Public Health and the Environment (RIVM), P.O. Box 1, 3720 BA, Bilthoven, The 
      Netherlands.
LA  - eng
PT  - Journal Article
PT  - Research Support, Non-U.S. Gov't
PL  - New Zealand
TA  - Patient
JT  - The patient
JID - 101309314
SB  - IM
MH  - Aged
MH  - *Choice Behavior
MH  - Costs and Cost Analysis
MH  - *Decision Support Techniques
MH  - Diabetes Mellitus, Type 2/*psychology
MH  - Diet
MH  - Exercise
MH  - Female
MH  - Health Behavior
MH  - Humans
MH  - *Life Style
MH  - Logistic Models
MH  - Male
MH  - Middle Aged
MH  - Public Health/*methods
MH  - Socioeconomic Factors
MH  - Trauma Severity Indices
PMC - PMC4662963
EDAT- 2015/01/27 06:00
MHDA- 2016/09/15 06:00
PMCR- 2015/01/25
CRDT- 2015/01/26 06:00
PHST- 2015/01/26 06:00 [entrez]
PHST- 2015/01/27 06:00 [pubmed]
PHST- 2016/09/15 06:00 [medline]
PHST- 2015/01/25 00:00 [pmc-release]
AID - 10.1007/s40271-015-0115-2 [pii]
AID - 115 [pii]
AID - 10.1007/s40271-015-0115-2 [doi]
PST - ppublish
SO  - Patient. 2015 Dec;8(6):521-9. doi: 10.1007/s40271-015-0115-2.