Evidence map›Paper›PMID 35422659›Full record

ArticleInternational journal of women's health2022

Tracking Sleep, Temperature, Heart Rate, and Daily Symptoms Across the Menstrual Cycle with the Oura Ring in Healthy Women.

Elisabet Alzueta, Massimiliano de Zambotti, Harold Javitz, Teji Dulai, Benedetta Albinni, Katharine C Simon, Negin Sattari, Jing Zhang, Alessandra Shuster, Sara C Mednick and 1 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in International journal of women's health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06906133 (Comparing Changes in Objective Measures of Sleep Quality During the Menstrual Cycle in Healthy Women), which is not on this map. Cited by 47 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed, 3 pooled it
8.0field-weighted citation impact, top 2% 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.

NCT06906133 active not recruitingnot on this mapstarted 2025, after this paper: background citation

Comparing Changes in Objective Measures of Sleep Quality During the Menstrual Cycle in Healthy Women: Association With Ovarian Hormones and Mood

TypeobservationalSponsorUniversity of AkureyriRan2025 to 2026Enrolled60ConditionsSleep QualityArmsUrinary-hCG
3 · Its place in the literature

Who cites it

47 citing papers in PubMed, 3 syntheses or guidelines pooled it, 64 citations in OpenAlex.

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  19. Creatine in women's health: bridging the gap from menstruation through pregnancy to menopause.Journal of the International Society of Sports Nutrition · 2025
    Review
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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

11 authors at 2 institutions in 3 countries.

Elisabet AlzuetaCenter for Health Sciences, SRI International, Menlo Park, CA, USA.
Massimiliano de ZambottiCenter for Health Sciences, SRI International, Menlo Park, CA, USA.ORCID 0000-0002-0057-5977
Harold JavitzDivision of Education, SRI International, Menlo Park, CA, USA.
Teji DulaiCenter for Health Sciences, SRI International, Menlo Park, CA, USA.
Benedetta AlbinniCenter for Health Sciences, SRI International, Menlo Park, CA, USA.
Katharine C SimonDepartment of Cognitive Science, University of California, Irvine, CA, USA.
Negin SattariDepartment of Cognitive Science, University of California, Irvine, CA, USA.
Jing ZhangDepartment of Cognitive Science, University of California, Irvine, CA, USA.
Alessandra ShusterDepartment of Cognitive Science, University of California, Irvine, CA, USA.
Sara C MednickDepartment of Cognitive Science, University of California, Irvine, CA, USA.
Fiona C BakerCenter for Health Sciences, SRI International, Menlo Park, CA, USA.ORCID 0000-0001-9602-6165
SRI International · USUniversity of California, Irvine · US

Funding

The Impact of Sex Hormones on Sleep-Dependent Memory in Young and Midlife Men and WomenRF1AG061355 · NIA · SRI INTERNATIONAL · PI BAKER, FIONA C, MEDNICK, SARA CAROLE · 2019 to 2019
$4.8M
NIA NIH HHS RF1 AG061355
6 · The paper itself

Abstract

Background and Objective: The ovulatory menstrual cycle is characterized by hormonal fluctuations that influence physiological systems and functioning. Multi-sensor wearable devices can be sensitive tools capturing cycle-related physiological features pertinent to women's health research. This study used the Oura ring to track changes in sleep and related physiological features, and also tracked self-reported daily functioning and symptoms across the regular, healthy menstrual cycle. Methods: Twenty-six healthy women (age, mean (SD): 24.4 (1.1 years)) with regular, ovulatory cycles (length, mean (SD): 28.57 (3.8 days)) were monitored across a complete menstrual cycle. Four menstrual cycle phases, reflecting different hormone milieus, were selected for analysis: menses, ovulation, mid-luteal, and late-luteal. Objective measures of sleep, sleep distal skin temperature, heart rate (HR) and vagal-mediated heart rate variability (HRV, rMSSD), derived from the Oura ring, and subjective daily diary measures (eg sleep quality, readiness) were compared across phases. Results: Wearable-based measures of sleep continuity and sleep stages did not vary across the menstrual cycle. Women reported no menstrual cycle-related changes in perceived sleep quality or readiness and only marginally poorer mood in the midluteal phase. However, they reported moderately more physical symptoms during menses (p < 0.001). Distal skin temperature and HR, measured during sleep, showed a biphasic pattern across the menstrual cycle, with increased HR (p < 0.03) and body temperature (p < 0.001) in the mid- and late-luteal phases relative to menses and ovulation. Correspondingly, rMSSD HRV tended to be lower in the luteal phase. Further, distal skin temperature was lower during ovulation relative to menses (p = 0.05). Conclusion: The menstrual cycle was not accompanied by significant fluctuations in objective and perceived measures of sleep or in mood, in healthy women with regular, ovulatory menstrual cycles. However, other physiological changes in skin temperature and HR were evident and may be longitudinally tracked with the Oura ring in women over multiple cycles in a natural setting.

Indexed as

body temperaturemenstrual cycleovulationsleepwearableswomen’s health

Identifiers

PMID35422659
PMCPMC9005074
OpenAlexW4226290827

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.