Evidence map›Paper›PMID 37213195›Full record

Trial reportJournal of medical Internet research2023

Effectiveness of an Intervention Providing Digitally Generated Personalized Feedback and Education on Adherence to Continuous Positive Airway Pressure: Randomized Controlled Trial.

Joyca Lacroix, Jan Tatousek, Niek Den Teuling, Thomas Visser, Charles Wells, Paul Wylie, Russell Rosenberg, Richard Bogan

Registry-linked trialAbstract readRandomized Controlled TrialMulticenter Study
In one paragraph

Trial report in Journal of medical Internet research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02195531 (BIG4 - CPAP Educational Materials and Usage Feedback to Promote CPAP Adherence), which is not on this map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT02195531 nacompletednot on this map

BIG4 - CPAP Educational Materials and Usage Feedback to Promote CPAP Adherence

TypeinterventionalSponsorPhilips RespironicsRan2014 to 2015Enrolled169ConditionsAdherenceArmsEducation and feedback
3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Maximizing outcomes by multimodal treatment in obstructive sleep apnea: a systematic review and meta-analysis.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2026
    Pooled it
  2. Review
  3. Article
  4. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Joyca LacroixDepartment of Digital Engagement, Cognition & Behavior, Philips Research, Eindhoven, Netherlands, Eindhoven, Netherlands.ORCID 0000-0002-5872-0348
Jan TatousekDepartment of Remote Patient Management and Chronic Care, Philips Research, Eindhoven, Netherlands.ORCID 0009-0001-1424-5565
Niek Den TeulingDepartment of Remote Patient Management and Chronic Care, Philips Research, Eindhoven, Netherlands.ORCID 0000-0003-1026-5080
Thomas VisserPhilips Experience Design, Eindhoven, Netherlands.ORCID 0009-0007-5819-4804
Charles WellsSleepMed, Inc, Macon, GA, United States.ORCID 0009-0007-9143-3969
Paul WylieArkansas Center for Sleep Medicine, Little Rock, AR, United States.ORCID 0000-0002-1563-5872
Russell RosenbergNeurotrials Research, Inc, Atlanta, GA, United States.ORCID 0000-0002-6463-0082
Richard BoganSleepMed, Inc, Columbia, SC, United States.ORCID 0000-0001-7043-2974

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMany people worldwide experience obstructive sleep apnea, which is associated with medical and psychological problems. Continuous positive airway pressure (CPAP) is an efficacious therapy for obstructive sleep apnea, but its effect is limited by nonadherence. Studies show that personalized education and feedback can increase CPAP adherence. Moreover, tailoring the style of information to the psychological profile of a patient has been shown to enhance the impact of interventions.

objectiveThis study aimed to assess the effect of an intervention providing digitally generated personalized education and feedback on CPAP adherence and the additional effect of tailoring the style of the education and feedback to an individual's psychological profile.

methodsThis study was a 90-day, multicenter, parallel, single-blinded, and randomized controlled trial with 3 conditions: personalized content in a tailored style (PT) in addition to usual care (UC), personalized content in a nontailored style (PN) in addition to UC, and UC. To test the effect of personalized education and feedback, the PN + PT group was compared with the UC group. To test the additional effect of tailoring the style to psychological profiles, the PN and PT groups were compared. Overall, 169 participants were recruited from 6 US sleep clinics. The primary outcome measures were adherence based on minutes of use per night and on nights of use per week.

resultsWe found a significant positive effect of personalized education and feedback on both primary adherence outcome measures. The difference in the estimated average adherence based on minutes of use per night between the PT + PN and UC groups on day 90 was 81.3 minutes in favor of the PT + PN group (95% CI -134.00 to -29.10; P=.002). The difference in the average adherence based on nights of use per week between the PT + PN and UC groups at week 12 was 0.9 nights per week in favor of the PT + PN group (difference in odds ratio 0.39, 95% CI 0.21-0.72; P=.003). We did not find an additional effect of tailoring the style of the intervention to psychological profiles on the primary outcomes. The difference in nightly use between the PT and PN groups on day 90 (95% CI -28.20 to 96.50; P=.28) and the difference in nights of use per week between the PT and PN groups at week 12 (difference in odds ratio 0.85, 95% CI 0.51-1.43; P=.054) were both nonsignificant.

conclusionsThe results show that personalized education and feedback can increase CPAP adherence substantially. Tailoring the style of the intervention to the psychological profiles of patients did not further increase adherence. Future research should investigate how the impact of interventions can be enhanced by catering to differences in psychological profiles.

trial registrationClinicalTrials.gov NCT02195531; https://clinicaltrials.gov/ct2/show/NCT02195531.

Indexed as

Continuous Positive Airway PressureSleep Apnea, ObstructiveFeedbackHumansPatient ComplianceSleepcontinuous positive airway pressure therapyCPAP therapyobstructive sleep apneapersonalized educationpersonalized feedbackpsychological profiletailored communicationtherapy adherence

Identifiers

PMID37213195
PMCPMC10242460

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.