Evidence map›Paper›PMID 40951455›Full record

SynthesisNarra J2025

Effectiveness of digital health in improving pregnancy quality among preconception women: A systematic review.

Nurleli Nurleli, Veni Hadju, Rahayu Indriasari, Intan S Areni, Masni Masni, Shanti Riskyani

Abstract readSystematic Review
In one paragraph

Synthesis in Narra J, 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. Article
  2. Article
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

6 authors.

Nurleli NurleliDoctoral Program in Public Health Sciences, Faculty of Public Health, Universitas Hasanuddin, Makassar, Indonesia.
Veni HadjuDepartment of Nutrition, Faculty of Public Health, Universitas Hasanuddin, Makassar, Indonesia.
Rahayu IndriasariDepartment of Nutrition, Faculty of Public Health, Universitas Hasanuddin, Makassar, Indonesia.
Intan S AreniDepartment of Electrical Engineering, Faculty of Engineering, Universitas Hasanuddin, Makassar, Indonesia.
Masni MasniDepartment of Biostatistics, Faculty of Public Health, Universitas Hasanuddin, Makassar, Indonesia.
Shanti RiskyaniDepartment of Health Promotion and Behavioral Sciences, Faculty of Public Health, Universitas Hasanuddin, Makassar, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Improving nutrition in women prior to conception represents an alternative approach to enhancing the quality of pregnancy. Increased knowledge and self-efficacy among preconception women positively impact changes in health behavior. The rapid development of technology provides an opportunity to implement innovative interventions, including digital health. The aim of this study was to systematically review the efficacy of digital health interventions in modifying the behavior of preconception women. The data were obtained by searching relevant articles published from 2015 to 2023 in electronic databases, including Google Scholar, Science Direct, Web of Science (WoS), Biomed Central, and PubMed. The following keywords were used: "digital health" OR "mobile health" OR "e-health" AND "preconception women" OR "pre-marriage women." Of the 266 studies identified in the search phase, only those that met the inclusion criteria were included in the review. These criteria included 10 articles that assessed the effectiveness of digital health interventions on the behavior change of preconception women. The articles included in this study originated from diverse countries and addressed various digital health interventions. The findings of the review indicated that ten articles reported an increase in pregnant women's knowledge, nine articles demonstrated an enhancement in self-efficacy, and nine articles documented behavioral changes. The behavioral changes observed included the initiation of folic acid consumption before pregnancy, an increase in vegetable and fruit consumption, and a reduction in unhealthy dietary behaviors, such as maintaining a normal weight, smoking cessation, and reduced alcohol consumption. In conclusion, digital health literacy interventions, delivered via web-based platforms or mobile applications, demonstrate effectiveness in promoting positive preconception health behaviors among women, ultimately contributing to improved pregnancy outcomes.

Indexed as

Health BehaviorPreconception CareDigital HealthFemaleHealth Knowledge, Attitudes, PracticeHumansPregnancyTelemedicineDigital healthpreconception womenpregnancy healthpregnant womenwomen’s health

Identifiers

PMID40951455
PMCPMC12425530

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.