Evidence map›Paper›PMID 37099370›Full record

ArticleJMIR mHealth and uHealth2023

Characterization of Self-reported Improvements in Knowledge and Health Among Users of Flo Period Tracking App: Cross-sectional Survey.

Liudmila Zhaunova, Ryan Bamford, Tara Radovic, Aidan Wickham, Kimberly Peven, Jazz Croft, Anna Klepchukova, Sonia Ponzo

Open access · goldAbstract read
In one paragraph

Article in JMIR mHealth and uHealth, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
7.2field-weighted citation impact, top 2% 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

12 citing papers in PubMed, 25 citations in OpenAlex.

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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

8 authors at 3 institutions in 2 countries.

Liudmila ZhaunovaFlo Health LTU, Vilnius, Lithuania.ORCID 0000-0001-6000-1898
Ryan BamfordFlo Health UK Limited, London, United Kingdom.ORCID 0000-0002-1229-3782
Tara RadovicFlo Health UK Limited, London, United Kingdom.ORCID 0000-0003-1911-5281
Aidan WickhamFlo Health UK Limited, London, United Kingdom.ORCID 0000-0001-6569-059X
Kimberly PevenFlo Health UK Limited, London, United Kingdom.ORCID 0000-0002-0047-4084
Jazz CroftFlo Health UK Limited, London, United Kingdom.ORCID 0000-0002-4625-6437
Anna KlepchukovaFlo Health UK Limited, London, United Kingdom.ORCID 0000-0002-3035-3267
Sonia PonzoFlo Health UK Limited, London, United Kingdom.ORCID 0000-0002-6754-5078
London School of Hygiene & Tropical Medicine · GBTechnische Universität Berlin · DEUniversity College London · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundResearch shows that poor knowledge and awareness of menstrual and pregnancy health among women are associated with adverse reproductive health and pregnancy outcomes. Menstrual cycle- and pregnancy-tracking mobile apps are promising tools for improving women's awareness of and attitudes toward their reproductive health; however, there is little information about subscribers' perceptions of app functionality and its impact on their knowledge and health.

objectiveThis study aimed to explore knowledge and health improvements related to menstrual cycle and pregnancy, as well as improvements in general health among Flo app users. We also investigated what components of the Flo app were associated with the abovementioned improvements and evaluated whether those improvements differed based on education level, country of residence (low- and middle-income vs high-income countries), free or premium subscription to the app, short- or long-term use of the app, and frequency of use.

methodsFlo subscribers who had been using the app for no less than 30 days, completed a web-based survey. A total of 2212 complete survey responses were collected. The survey included demographic questions and questions about motivations guiding the use of the Flo app and which components of the app improved their knowledge and health, as well as to what extent.

resultsMost study participants reported improvements in menstrual cycle (1292/1452, 88.98%) and pregnancy (698/824, 84.7%) knowledge from Flo app use. Participants with higher levels of education and those from high-income countries reported using the app predominantly for getting pregnant (χ

conclusionsThis study suggests that menstrual health apps, such as Flo, could present revolutionary tools to promote consumer health education and empowerment on a global scale.

Indexed as

Mobile ApplicationsCross-Sectional StudiesFemaleHumansMenstrual CyclePregnancySelf ReportSurveys and Questionnairesdigital healthhealth knowledgemenstrual cycleperiod-tracking apppregnancywomen’s health

Identifiers

PMID37099370
PMCPMC10173043
OpenAlexW4323339571

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.