Evidence map›Paper›PMID 40126360›Full record

ArticleBiological research for nursing2025

A Scoping Review of Studies Reporting Heart Rate Variability Measurement Among Pregnant and Postpartum People Using Wearable Technology.

Renée Byfield, Irene Yang, Melinda Higgins, Nicole Carlson

Abstract readScoping Review
In one paragraph

Article in Biological research for nursing, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
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

4 authors.

Renée ByfieldEmory University, Atlanta, GA, USA.ORCID 0009-0003-4570-989X
Irene YangEmory University, Atlanta, GA, USA.ORCID 0000-0001-7873-0212
Melinda HigginsEmory University, Atlanta, GA, USA.
Nicole CarlsonEmory University, Atlanta, GA, USA.ORCID 0000-0003-2642-9174

Funding

Biologic Mechanisms of Labor Dysfunction: A Systems Biology ApproachR01NR019254 · NINR · EMORY UNIVERSITY · PI CARLSON, NICOLE S. · 2021 to 2025
$1.9M
Research Training in Women's Health and Intersectionality Using Data Science and Health Information Technology (WISDOM)T32NR020778 · NINR · EMORY UNIVERSITY · PI Deborah Watkins Bruner, VICKI Stover HERTZBERG · 2023 to 2026
$1.2M
NINR NIH HHS R01 NR019254NINR NIH HHS T32 NR020778
6 · The paper itself

Abstract

Maternal mental health conditions significantly contribute to pregnancy-related mortality in the United States. Approximately 20-25% of postnatal women exhibit symptoms of depressive and anxiety disorders. Mental health is influenced by stress, which affects mood, cognition, and behavior. Heart rate variability (HRV), the time interval between consecutive heartbeats, is a physiological marker for assessing stress levels, providing critical insights into the body's autonomic responses. Wearable devices measuring HRV offer a non-invasive method to monitor stress and mental health, enabling early detection of maternal stress dynamics to facilitate timely interventions. In this scoping review, we aimed to capture the current state of science on two areas of focus: (1) utilization of wearable technology for HRV monitoring in pregnant and postpartum women, (2) findings from these perinatal HRV studies, including observed HRV trends throughout pregnancy and postpartum, as well as the association between HRV, perinatal stress, and mental health. The six included perinatal HRV studies employed five fitness tracking wearables, utilizing either periodic or continuous 24-h monitoring. Findings include evidence that HRV declines during pregnancy, with a return to normal levels postpartum. Associations between HRV and stress were inconsistent across studies, with some demonstrating correlations and others reporting no relationship. Postpartum HRV measurements effectively differentiated between women with postpartum depression (PPD) versus those with adjustment disorder (AJD), demonstrating high diagnostic accuracy. In this scoping review, HRV shows promise as a stress biomarker among pregnant/postpartum people, although more work is needed to standardize optimal methods of wearable HRV measurement in this population.

Indexed as

Heart RatePostpartum PeriodWearable Electronic DevicesFemaleHumansPregnancyfitness trackerheart rate variabilitypostpartumpregnancysmart wearable technologywearable electronic devices

Identifiers

PMID40126360
PMCPMC12359102

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.