ArticleSleep2022
Sleep and circadian informatics data harmonization: a workshop report from the Sleep Research Society and Sleep Research Network.
Article in Sleep, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05419323 (Improving Access to Sleep Apnea Care), which is not on this map. Cited by 15 papers, 1 of them a synthesis that pooled 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.
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.
Improving Access to Sleep Apnea Care: A Pragmatic Study of New Consultation Models
Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Is exposure to chemical pollutants associated with sleep outcomes? A systematic review.Sleep medicine reviews · 2023Pooled it
- Development of a rule-based natural language processing algorithm to extract sleep information in pediatric primary care patients with a sleep diagnosis.Sleep advances : a journal of the Sleep Research Society · 2026Article
- Capturing Real-World Habitual Sleep Patterns With a Novel User-Centric Algorithm to Preprocess Fitbit Data in the All of Us Research Program: Retrospective Observational Longitudinal Study.Journal of medical Internet research · 2025Observational
- Uncovering the role of sleep on human health.Nature medicine · 2025Article
- OSA symptom subtypes and hypoxic burden independently predict distinct cardiovascular outcomes.ERJ open research · 2025Article
- Data sharing in circadian rhythm and mental health research: current status, challenges, recommendations and future directions.BMJ mental health · 2024Article
- Pioneering a multi-phase framework to harmonize self-reported sleep data across cohorts.Sleep · 2024Article
- Article
- Review
- The sleep-circadian interface: A window into mental disorders.Proceedings of the National Academy of Sciences of the United States of America · 2024Review
- Article
- Metadata recommendations for light logging and dosimetry datasets.BMC digital health · 2024Article
- A systematic review of research reporting practices in observational studies examining associations between 24-h movement behaviors and indicators of health using compositional data analysis.Journal of activity, sedentary and sleep behaviors · 2024Review
- Keep It Simple: Using README Files to Advance Standardization in Chronobiology.Clocks & sleep · 2023Article
- Verification, analytical validation and clinical validation (V3) of wearable dosimeters and light loggers.Digital healthReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors.
Funding
Abstract
The increasing availability and complexity of sleep and circadian data are equally exciting and challenging. The field is in constant technological development, generating better high-resolution physiological and molecular data than ever before. Yet, the promise of large-scale studies leveraging millions of patients is limited by suboptimal approaches for data sharing and interoperability. As a result, integration of valuable clinical and basic resources is problematic, preventing knowledge discovery and rapid translation of findings into clinical care. To understand the current data landscape in the sleep and circadian domains, the Sleep Research Society (SRS) and the Sleep Research Network (now a task force of the SRS) organized a workshop on informatics and data harmonization, presented at the World Sleep Congress 2019, in Vancouver, Canada. Experts in translational informatics gathered with sleep research experts to discuss opportunities and challenges in defining strategies for data harmonization. The goal of this workshop was to fuel discussion and foster innovative approaches for data integration and development of informatics infrastructure supporting multi-site collaboration. Key recommendations included collecting and storing findable, accessible, interoperable, and reusable data; identifying existing international cohorts and resources supporting research in sleep and circadian biology; and defining the most relevant sleep data elements and associated metadata that could be supported by early integration initiatives. This report introduces foundational concepts with the goal of facilitating engagement between the sleep/circadian and informatics communities and is a call to action for the implementation and adoption of data harmonization strategies in this domain.
Indexed as
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What OpenQuestion holds
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.