Evidence map›Paper›PMID 34100763›Full record

ArticleJournal of medical Internet research2021

The Accuracy of Wrist Skin Temperature in Detecting Ovulation Compared to Basal Body Temperature: Prospective Comparative Diagnostic Accuracy Study.

Tracy Y Zhu, Martina Rothenbühler, Györgyi Hamvas, Anja Hofmann, JoEllen Welter, Maike Kahr, Nina Kimmich, Mohaned Shilaih, Brigitte Leeners

Open access · goldAbstract read
In one paragraph

Article in Journal of medical Internet research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 2 pooled it
4.1field-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.

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

32 citing papers in PubMed, 2 syntheses or guidelines pooled it, 57 citations in OpenAlex.

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  9. Observational
  10. Oura Ring as a Tool for Ovulation Detection: Validation Analysis.Journal of medical Internet research · 2025
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  17. 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

9 authors at 2 institutions in 1 country.

Tracy Y ZhuDepartment of Reproductive Endocrinology, University Hospital Zurich, Zurich, Switzerland.ORCID 0000-0002-0500-0865
Martina RothenbühlerAva AG, Zurich, Switzerland.ORCID 0000-0001-8009-4104
Györgyi HamvasDepartment of Reproductive Endocrinology, University Hospital Zurich, Zurich, Switzerland.ORCID 0000-0002-4241-9251
Anja HofmannDepartment of Reproductive Endocrinology, University Hospital Zurich, Zurich, Switzerland.ORCID 0000-0002-6536-6180
JoEllen WelterDepartment of Reproductive Endocrinology, University Hospital Zurich, Zurich, Switzerland.ORCID 0000-0003-1458-6121
Maike KahrDepartment of Reproductive Endocrinology, University Hospital Zurich, Zurich, Switzerland.ORCID 0000-0002-1783-5915
Nina KimmichDepartment of Obstetrics, University Hospital Zurich, Zurich, Switzerland.ORCID 0000-0002-0789-425X
Mohaned ShilaihAva AG, Zurich, Switzerland.ORCID 0000-0002-5584-5575
Brigitte LeenersDepartment of Reproductive Endocrinology, University Hospital Zurich, Zurich, Switzerland.ORCID 0000-0003-4027-6151
University Hospital of Zurich · CHUniversity of Zurich · CH

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAs a daily point measurement, basal body temperature (BBT) might not be able to capture the temperature shift in the menstrual cycle because a single temperature measurement is present on the sliding scale of the circadian rhythm. Wrist skin temperature measured continuously during sleep has the potential to overcome this limitation.

objectiveThis study compares the diagnostic accuracy of these two temperatures for detecting ovulation and to investigate the correlation and agreement between these two temperatures in describing thermal changes in menstrual cycles.

methodsThis prospective study included 193 cycles (170 ovulatory and 23 anovulatory) collected from 57 healthy women. Participants wore a wearable device (Ava Fertility Tracker bracelet 2.0) that continuously measured the wrist skin temperature during sleep. Daily BBT was measured orally and immediately upon waking up using a computerized fertility tracker with a digital thermometer (Lady-Comp). An at-home luteinizing hormone test was used as the reference standard for ovulation. The diagnostic accuracy of using at least one temperature shift detected by the two temperatures in detecting ovulation was evaluated. For ovulatory cycles, repeated measures correlation was used to examine the correlation between the two temperatures, and mixed effect models were used to determine the agreement between the two temperature curves at different menstrual phases.

resultsWrist skin temperature was more sensitive than BBT (sensitivity 0.62 vs 0.23; P<.001) and had a higher true-positive rate (54.9% vs 20.2%) for detecting ovulation; however, it also had a higher false-positive rate (8.8% vs 3.6%), resulting in lower specificity (0.26 vs 0.70; P=.002). The probability that ovulation occurred when at least one temperature shift was detected was 86.2% for wrist skin temperature and 84.8% for BBT. Both temperatures had low negative predictive values (8.8% for wrist skin temperature and 10.9% for BBT). Significant positive correlation between the two temperatures was only found in the follicular phase (rmcorr correlation coefficient=0.294; P=.001). Both temperatures increased during the postovulatory phase with a greater increase in the wrist skin temperature (range of increase: 0.50 °C vs 0.20 °C). During the menstrual phase, the wrist skin temperature exhibited a greater and more rapid decrease (from 36.13 °C to 35.80 °C) than BBT (from 36.31 °C to 36.27 °C). During the preovulatory phase, there were minimal changes in both temperatures and small variations in the estimated daily difference between the two temperatures, indicating an agreement between the two curves.

conclusionsFor women interested in maximizing the chances of pregnancy, wrist skin temperature continuously measured during sleep is more sensitive than BBT for detecting ovulation. The difference in the diagnostic accuracy of these methods was likely attributed to the greater temperature increase in the postovulatory phase and greater temperature decrease during the menstrual phase for the wrist skin temperatures.

Indexed as

Body TemperatureSkin TemperatureFemaleHumansOvulationPregnancyProspective StudiesTemperatureWristbasal body temperatureBBTdiagnostic accuracyfertilitymenstruationmobile phoneoral temperatureovulationsensorthermometerwearablewrist skin temperature

Identifiers

PMID34100763
PMCPMC8238491
OpenAlexW3171761871

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.