Evidence map›Paper›PMID 40478784›Full record

ArticlePloS one2025

GlowGrow: Designing an ambient biofeedback system for pregnancy stress management.

Mengru Xue, Bin Yu, Jiang Wu, Xu Sun, Peidi Fang, Cheng Yao, Fangtian Ying, Shijian Luo, Sheng Zhang

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Mengru XueNingbo Innovation Center, Zhejiang University, Ningbo, Zhejiang, China.ORCID 0000-0001-9996-0594
Bin YuDigital Life Research Group, Faculty of Digital Media and Creative Industries, Amsterdam University of Applied Sciences, Amsterdam, The Netherlands.ORCID 0000-0002-3128-7441
Jiang WuFaculty of Science and Engineering, The University of Nottingham Ningbo China, Ningbo, China.
Xu SunFaculty of Science and Engineering, The University of Nottingham Ningbo China, Ningbo, China.
Peidi FangObstetrics and Gynecology, Ningbo Yinzhou People's Hospital, Ningbo, China.
Cheng YaoNingbo Innovation Center, Zhejiang University, Ningbo, Zhejiang, China.
Fangtian YingNingbo Innovation Center, Zhejiang University, Ningbo, Zhejiang, China.
Shijian LuoNingbo Innovation Center, Zhejiang University, Ningbo, Zhejiang, China.
Sheng ZhangNingbo Innovation Center, Zhejiang University, Ningbo, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pregnancy can be challenging for women as they experience various physical, psychological, and social changes that can lead to stress and potential mental health concerns. Being neglected in the long-term, sustained stress can increase the likelihood of postpartum depression, which can have significant negative impacts on mothers, families, and society. Therefore, managing stress promptly and maintaining emotional well-being is crucial for pregnant women to give a healthy birth and improve their postpartum life quality. Biofeedback is a secure and effective treatment for anxiety; nevertheless, conventional biofeedback systems often depend on intrusive sensors and require clinician support, thereby restricting their utilization primarily to clinical settings. To address this challenge, in this study, by incorporating biofeedback techniques with wearable sensors, musical displays, and ambient light, we created an immersive biofeedback environment where pregnant women could practice slow-paced resonant breathing to promote relaxation and reduce stress. GlowGrow system has been deployed in a regional hospital's ante-natal clinic and evaluated by 24 pregnant women regarding its effectiveness and user experience. The results show that GlowGrow, as an effective relaxation intervention, could efficiently guide pregnant women to perform deep breathing and manage physiological stress.

Indexed as

Biofeedback, PsychologyPregnancy ComplicationsStress, PsychologicalAdultFemaleHumansPregnancyRelaxation TherapyWearable Electronic DevicesYoung Adult

Identifiers

PMID40478784
PMCPMC12143540

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.