Related Experiment Video
Updated: May 20, 2026

Drug-Induced Sleep Endoscopy (DISE) with Target Controlled Infusion (TCI) and Bispectral Analysis in Obstructive Sleep Apnea
Published on: December 6, 2016
Patient preferences for obstructive sleep apnea treatment attributes: a discrete choice experiment among CPAP users
Takahiro Tokunaga1, Ryo Sato1, Yasuhiro Manabe1
1Otorhinolaryngology, Shinseikai Toyama Hospital, Imizu-city, Toyama, Japan.
Study Objectives:
To quantify treatment attribute preferences among Japanese patients receiving continuous positive airway pressure (CPAP) therapy for obstructive sleep apnea (OSA), estimate willingness-to-pay (WTP), and examine preference heterogeneity by CPAP adherence status.
Methods:
We conducted a discrete choice experiment among 161 patients with CPAP-treated OSA at a Japanese community hospital (August-October 2025). Participants chose between hypothetical treatment profiles varying across five attributes: sleep quality improvement, device usage frequency, side effect severity, clinic visit frequency, and monthly cost. Preferences were analyzed using conditional logit models with Delta-method estimation of WTP. Preference heterogeneity by CPAP adherence (≥70% vs <70% of nights with ≥4 h use) was evaluated through stratified models and effect size analysis.
Results:
Sleep quality improvement dominated preferences (relative importance 42.4%; WTP ¥5298/month). Unexpectedly, patients showed negative preferences for reduced clinic visit frequency (WTP - ¥1232/month) and non-significant negative preference for side effect burden (WTP - ¥1474/month, p = .079). CPAP adherence was associated with large differences in preference weights (Hedges' g = 1.84-1.93 based on model coefficients); however, WTP comparisons between adherence groups were not statistically significant (all p > .17; post-hoc power: 6%-28%). These findings should be interpreted as exploratory, hypothesis-generating evidence warranting confirmation in larger studies.
Conclusions:
Japanese patients with OSA prioritize treatment efficacy but value frequent healthcare contact, particularly among poor CPAP adherers who view clinic visits as essential support. Preliminary evidence suggests potentially distinct preference structures between adherence groups, warranting confirmation in larger, adequately powered studies. These findings support adherence-stratified care and preference-informed shared decision-making for OSA management.
Related Concept Videos
Sleep Apnea
The condition is more prevalent among...
Mechanical Ventilation III: Noninvasive Ventilation
Noninvasive Positive-Pressure Ventilation (NIPPV)
Blind Procedures
Cardiopulmonary Resuscitation II: ACLS Airway Management
Decision Making: P-value Method
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can have a...

