Evidence map›Paper›PMID 40147048›Full record

ArticleEBioMedicine2025

Insights into maternal sleep: a large-scale longitudinal analysis of real-world wearable device data before, during, and after pregnancy.

Nichole Young-Lin, Conor Heneghan, Yun Liu, Logan Schneider, Logan Niehaus, Ariel Haney, Mercy Asiedu, Karla Gleichauf, Jacqueline Baras Shreibati, Belen Lafon

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Article
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  3. Observational
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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

10 authors.

Nichole Young-LinGoogle LLC, 1600 Amphitheatre Pkwy, Mountain View, CA 94043, USA.
Conor HeneghanGoogle LLC, 1600 Amphitheatre Pkwy, Mountain View, CA 94043, USA.
Yun LiuGoogle LLC, 1600 Amphitheatre Pkwy, Mountain View, CA 94043, USA.
Logan SchneiderGoogle LLC, 1600 Amphitheatre Pkwy, Mountain View, CA 94043, USA.
Logan NiehausGoogle LLC, 1600 Amphitheatre Pkwy, Mountain View, CA 94043, USA.
Ariel HaneyGoogle LLC, 1600 Amphitheatre Pkwy, Mountain View, CA 94043, USA.
Mercy AsieduGoogle LLC, 1600 Amphitheatre Pkwy, Mountain View, CA 94043, USA.
Karla GleichaufGoogle LLC, 1600 Amphitheatre Pkwy, Mountain View, CA 94043, USA.
Jacqueline Baras ShreibatiGoogle LLC, 1600 Amphitheatre Pkwy, Mountain View, CA 94043, USA.
Belen LafonGoogle LLC, 1600 Amphitheatre Pkwy, Mountain View, CA 94043, USA. Electronic address: blafon@google.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

SleepWearable Electronic DevicesAdultFemaleHumansLongitudinal StudiesPostpartum PeriodPregnancyRetrospective StudiesUnited StatesYoung AdultPostpartum-related sleepPregnancy-related sleepSleep architectureWearables

Identifiers

PMID40147048
PMCPMC11992403

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.