Evidence map›Paper›PMID 42814998›Full record

ArticleJMIR pediatrics and parenting2026

Human-Centered Baby Massage Mobile App for Low Birth Weight Infants: Usability Testing and a Pre-Post Pilot Intervention Study in Indonesia.

Supriatin Supriatin, Regidor Iii Dioso, Hafizah Che Hassan

Abstract read
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Article in JMIR pediatrics and parenting, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Supriatin SupriatinSTIKes Cirebon, Cirebon, Jawa Barat, Indonesia.ORCID https://orcid.org/0009-0005-2090-7202
Regidor Iii DiosoLincoln University College, Petailing Jaya, Malaysia.ORCID https://orcid.org/0000-0001-7685-8888
Hafizah Che HassanLincoln University College, Petailing Jaya, Malaysia.ORCID https://orcid.org/0000-0001-7292-4315

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLow birth weight (LBW) is associated with increased risks of neonatal morbidity, developmental delays, and long-term health problems. Although baby massages have been shown to improve growth and neurodevelopmental outcomes in LBW infants, access to suitable training and adherence to massage protocols remain challenging, particularly in low-resource settings. Mobile health interventions may help address these gaps by providing scalable and standardized education on infant massage.

objectiveThis study aimed to design and evaluate a human-centered baby massage mobile app to support the growth and development of LBW infants in Indonesia.

methodsA human-centered iterative design approach was used to develop the mobile app. Usability was assessed using the System Usability Scale among 42 caregivers of LBW infants. Qualitative data were collected through semistructured interviews and analyzed thematically to understand user experience. A pilot pre-post intervention study was conducted to evaluate the impact of the app on caregivers' knowledge, confidence, adherence to baby massage practices, and infant growth outcomes. Pre- and postintervention measures were compared.

resultsThe app demonstrated high usability, with a mean System Usability Scale score of 78.6 (SD 8.2), indicating good usability (≥68). Most participants rated the app as "excellent" or "good." Qualitative findings highlighted improved caregiver confidence and ease of learning massage techniques. Statistically significant improvements were observed in caregiver knowledge (mean difference 20.5 points; P=.002), confidence (21.6 points; P=.001), and adherence to recommended massage practices (20.3 points; P=.02). Infant outcomes also improved, including weight gain (mean increase 330 g; P=.003) and head circumference (mean increase 1.3 cm; P=.004).

conclusionsThe human-centered baby massage mobile app showed promising feasibility and effectiveness in improving caregiver knowledge, confidence, and adherence to infant massage practices. The app provides a culturally appropriate and user-friendly tool to support early interventions for LBW infants in resource-limited settings.

Indexed as

baby massagehuman-centered designinfant growthlow birth weightmobile health

Identifiers

PMID42814998
PMCPMC13669698

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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.