Evidence map›Paper›PMID 33334566›Full record

ArticleThe Lancet. Digital health2020

Adherence in children using positive airway pressure therapy: a big-data analysis.

Rakesh Bhattacharjee, Adam V Benjafield, Jeff Armitstead, Peter A Cistulli, Carlos M Nunez, Jean-Louis D Pepin, Holger Woehrle, Yang Yan, Atul Malhotra, medXcloud group

Erratum issued Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in The Lancet. Digital health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT06692660 (An Overview of the Use of Respiratory Support At Home in Children - Patients and Families Point of View), which is not on this map. Cited by 33 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
33citing papers in PubMed, 1 pooled it
4.3field-weighted citation impact, top 5% of its field
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.

NCT06692660 not yet recruitingnot on this mapstarted 2024, after this paper: background citation

An Overview of the Use of Respiratory Support At Home in Children - Patients and Families Point of View

TypeobservationalSponsorUniversity Hospital, GrenobleRan2024 to 2025Enrolled30ConditionsSleep Apnea Syndromes in Children, Obesity in Children, Bronchopulmonary Dysplasia (BPD), Neuromuscular Disease
3 · Its place in the literature

Who cites it

33 citing papers in PubMed, 1 synthesis or guideline pooled it, 68 citations in OpenAlex.

  1. Guideline
  2. Article
  3. Review
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  7. How adherent are children with Down syndrome and obstructive sleep apnea to positive airway pressure therapy?Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2025
    Article
  8. Adherence to positive airway pressure therapy in patients with Down syndrome: assessing cloud-based monitoring data.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2025
    Article
  9. Article
  10. Article
  11. Review
  12. The lived experience of positive airway pressure therapy in patients with obstructive sleep apnea across the lifespan: a qualitative study.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2024
    Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 6 institutions in 3 countries.

Rakesh BhattacharjeeRady Children's Hospital and Department of Pediatrics, University of California San Diego, La Jolla, CA, USA. Electronic address: USArakesh@ucsd.edu.
Adam V BenjafieldResMed Science Center, Sydney, NSW, Australia.
Jeff ArmitsteadResMed Science Center, Sydney, NSW, Australia.
Peter A CistulliCharles Perkins Centre, School of Medicine, University of Sydney, Sydney, NSW, Australia; Royal North Shore Hospital, Sydney, NSW, Australia.
Carlos M NunezResMed Science Center, San Diego, CA, USA.
Jean-Louis D PepinHP2 laboratory, INSERM U1042, University Grenoble Alpes, Grenoble, France; EFCR laboratory, Grenoble Alpes University Hospital, Grenoble, France.
Holger WoehrleSleep and Ventilation Center Blaubeuren, Lung Center Ulm, Germany.
Yang YanResMed Science Center, Singapore, Singapore.
Atul MalhotraDepartment of Medicine, University of California San Diego, La Jolla, CA, USA.
medXcloud group
ResMed (Australia) · AURady Children's Hospital-San Diego · USRoyal North Shore Hospital · AUScienceMedia (United States) · USUniversité Grenoble Alpes · FRUniversity of California, San Diego · US

Funding

Is Obstructive Sleep Apnea Important in the Development of Alzheimer's DiseaseR01AG063925 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MALHOTRA, ATUL · 2020 to 2024
$3.7M
Single Motor Unit Genioglossus Recordings to Understand Sleep Apnea PathogenesisR01HL085188 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MALHOTRA, ATUL · 2008 to 2018
$3.5M
Underlying mechanisms of obesity-induced obstructive sleep apneaR01HL148436 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Atul Malhotra · 2020 to 2026
$3.4M
Training in the Next Generation in Respiratory ScienceT32HL134632 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MALHOTRA, ATUL, POWELL, FRANK L. · 2017 to 2021
$2.1M
Assessment of Upper Airway Mechanics Using Newer Electromyographic TechniquesK24HL132105 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MALHOTRA, ATUL · 2016 to 2020
$611k
NHLBI NIH HHS K24 HL132105NHLBI NIH HHS R01 HL085188NHLBI NIH HHS R01 HL148436NHLBI NIH HHS T32 HL134632NIA NIH HHS R01 AG063925
6 · The paper itself

Abstract

backgroundPositive airway pressure (PAP) has become a prominent treatment for children with sleep-disordered breathing. However, there are no large-scale studies to clarify whether PAP is well tolerated in children, and which factors are associated with better adherence to PAP therapy. In this study, we aimed to clarify adherence patterns of PAP therapy in a large paediatric population.

methodsWe did a cross-sectional big-data analysis in children from Oct 1, 2014, to Aug 1, 2018, using existing data derived from PAP devices uploaded nightly in the AirView cloud database. The AirView database is a usage tracking system available to all patients who are assigned PAP therapy, which requires consent from the patient or parent or guardian. All patients older than 4 years and younger than 18 years who used continuous or automated PAP devices were evaluated. Only patients living in the USA and enrolled with a single insurance company were included. If patients were participating in an engagement programme, programme onset must have been within 7 days of therapy onset. Our primary outcome was the proportion of patients who used PAP continuously over 90 days. The primary outcome was assessed in all patients who met the age inclusion criterion and had reliable age data available. Data on missing PAP use were imputed as zero, but data on other metrics were not imputed and excluded from analysis.

findingsWe used data recorded from Oct 1, 2014, to Aug 1, 2018. Of 40 140 children screened, 36 058 (89·8%) were US residents and 20 553 (90·1%) of them met the eligibility criteria and had accessible data (mean age 13·0 years [SD 3·7]). On the basis of 90 days of monitoring data, 12 699 (61·8%) patients continuously used PAP. Factors significantly associated with adherence included age group, residual apnoea-hypopnoea index, use and onset of patient engagement programmes, PAP pressure, and nightly median PAP mask leak, all over the 90-day study period.

interpretationTo our knowledge, our study represents the largest analysis of children using PAP therapy to date. The findings suggest that adherence to PAP therapy is lower than in previous reports from adults. However, numerous actionable factors were associated with improvements in adherence and should be used strategically in clinical decision making to improve PAP adherence in children.

fundingResMed.

Indexed as

Big DataData AnalysisAdolescentChildChild, PreschoolContinuous Positive Airway PressureCross-Sectional StudiesFemaleHumansMalePatient ComplianceRetrospective StudiesSleep Apnea Syndromes

Identifiers

PMID33334566
PMCPMC7847310
OpenAlexW2996384931

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.