Evidence map›Paper›PMID 40941455›Full record

ReviewHealthcare (Basel, Switzerland)2025

Effectiveness of the Internet of Things for Improving Pregnancy and Postpartum Women's Health in High-Income Countries: A Systematic Review and Meta-Analysis of Randomized Controlled Trials.

Etsuko Nishimura, Noyuri Yamaji, Kiriko Sasayama, Md Obaidur Rahman, Katharina da Silva Lopes, Citra Gabriella Mamahit, Mika Ninohei, Phyu Phyu Tun, Rina Shoki, Daichi Suzuki and 4 more

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Healthcare (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. The FemTech revolution: Unlocking the potential of new technology for optimizing pregnancy outcomes in low- and middle-income countries and remote areas.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026
    Article
  2. 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

14 authors.

Etsuko NishimuraFaculty of Nursing, Komazawa Women's University, Tokyo 206-8511, Japan.ORCID 0000-0002-7457-0642
Noyuri YamajiInstitute of Clinical Epidemiology, Showa Medical University, Tokyo 142-8555, Japan.ORCID 0000-0002-4212-6723
Kiriko SasayamaSustainable Society Design Center, Graduate School of Frontier Sciences, The University of Tokyo, Chiba 277-0882, Japan.ORCID 0000-0003-2917-5536
Md Obaidur RahmanDepartment of Epidemiology, National Institute of Infectious Diseases, Japan Institute for Health Security, Tokyo 102-0071, Japan.ORCID 0000-0002-2219-3013
Katharina da Silva LopesFaculty of Health Science, University of Potsdam, 14469 Potsdam, Germany.ORCID 0000-0003-1625-135X
Citra Gabriella MamahitGraduate School of Nursing, St. Luke's International University, Tokyo 104-0044, Japan.ORCID 0000-0002-2956-1720
Mika NinoheiSchool of Nursing, Dokkyo Medical University, Tochigi 321-0293, Japan.ORCID 0009-0001-5061-1243
Phyu Phyu TunGraduate School of Nursing, St. Luke's International University, Tokyo 104-0044, Japan.
Rina ShokiFaculty of Nursing at Saitama, Japanese Red Cross College of Nursing, Saitama 338-0001, Japan.
Daichi SuzukiGraduate School of Nursing, St. Luke's International University, Tokyo 104-0044, Japan.ORCID 0000-0002-5294-8536
Aya NitamizuSchool of Nursing, Tokyo Medical University, Tokyo 160-8402, Japan.ORCID 0000-0002-2082-490X
Daisuke YoneokaDepartment of Epidemiology, National Institute of Infectious Diseases, Japan Institute for Health Security, Tokyo 102-0071, Japan.ORCID 0000-0002-3525-5092
Eiko SaitoSustainable Society Design Center, Graduate School of Frontier Sciences, The University of Tokyo, Chiba 277-0882, Japan.
Erika OtaGraduate School of Nursing, St. Luke's International University, Tokyo 104-0044, Japan.ORCID 0000-0002-3945-7441

Funding

Japan Agency for Medical Research and Development 22rea522103h0001Japan Science and Technology Agency JPMJPR21RC
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

high-income countriesInternet of ThingsIoTmeta-analysispostpartum womenpregnant womensystematic reviewwomen’s health

Identifiers

PMID40941455
PMCPMC12428080

What OpenQuestion 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 OpenQuestion graph.