ArticleEBioMedicine2025
Insights into maternal sleep: a large-scale longitudinal analysis of real-world wearable device data before, during, and after pregnancy.
Article in EBioMedicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
7 citing papers in PubMed.
- Preferences and Willingness to Pay for Smart Bracelets Among Chinese Pregnant and Postpartum Women: Discrete Choice Experiment.Journal of medical Internet research · 2026Article
- Benefit of the N-of-1 Approach Versus Aggregate Analysis in Tracking Individual Trajectories During Pregnancy: Comparison of Longitudinal Wearable Observational Studies.JMIR formative research · 2026Article
- Long sleep duration and suboptimal glycaemic control in gestational diabetes mellitus: a cross-sectional study in Ningbo, China.BMJ open · 2026Observational
- To advance sleep science, let's study change.Sleep · 2026Article
- Device-measured postpartum sleep and breastfeeding contexts among women in urban Vietnam.Frontiers in public health · 2026Article
- Temporal Trajectories in Sleep, Temperature Trends, Cardiorespiratory, and Activity Metrics Measured via Oura Ring During Pregnancy: Large-Scale Observational Analysis.JMIR mHealth and uHealth · 2025Observational
- Daily changes in sleep stages and associated cardiovascular parameters during pregnancy: using a wearable device.Frontiers in global women's health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCurrent understanding of pregnancy and postpartum sleep is driven by limited lab or self-reported data. Our goal is to use consumer wearable devices through an observational study to reveal longitudinal, real-world sleep patterns in this population.
methodsWe analysed retrospective, de-identified Fitbit device data from 2540 users in the United States and Canada who met strict wear-time requirements (≥80% daily usage for ≥80% of the time periods of interest [12 weeks prepregnancy, throughout pregnancy, and 20 weeks immediately postpartum]). We tracked sleep time and stages using Fitbit devices.
findingsPregnant participants experienced a peak in total sleep time (TST) at 10 weeks (447.6 ± 47.6 min), exceeding their prepregnancy average (425.3 ± 43.5 min) before declining throughout pregnancy. This initial TST increase, mirrored by time in bed (TIB), was driven by more light sleep. Deep and rapid-eye movement sleep decreased significantly throughout pregnancy, with maximum reductions of 19.2 ± 13.8 min and 9.0 ± 19.2 min respectively by pregnancy end (two-sided t-test, p < 0.001 for both). Sleep efficiency also slightly declined during pregnancy (median drop: 88.3%-86.8%). Postpartum, TIB remained below prepregnancy levels by 14.7 ± 45.7 min one year after birth and 15.2 ± 47.7 min at 1.5 years after birth.
interpretationThis study revealed a previously unquantified initial increase in sleep followed by decreases in both quantity and quality as pregnancy progresses. Sleep deficits persist for at least 1.5 years postpartum. These quantified trends can assist clinicians and patients in understanding what to expect through their pregnancy and postpartum journey.
fundingGoogle, LLC.
Indexed as
Identifiers
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.