ArticleBMC health services research2024
Neonatal jaundice detection in low-resource Mexican settings: possibilities and barriers for innovation with mobile health.
Article in BMC health services research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Advancing neonatal jaundice screening with mHealth: a mixed-methods randomised controlled feasibility study in a resource-limited setting in Mexico.BMJ paediatrics open · 2026Trial
- Accuracy of non-invasive smartphone bilirubin measurements on neonates before and during phototherapy.European journal of pediatrics · 2026Article
- Evaluating the Picterus Jaundice Pro App for Neonatal Jaundice Screening by Parents: Prospective Mixed Methods Study.JMIR pediatrics and parenting · 2026Article
- [Expert consensus on artificial intelligence-assisted monitoring and management of neonatal jaundice in primary medical institutions (2026)].Zhongguo dang dai er ke za zhi = Chinese journal of contemporary pediatrics · 2026Article
- A LASSO-based nomogram for predicting acute bilirubin encephalopathy in newborns with severe hyperbilirubinemia.Frontiers in pediatrics · 2026Article
- Cross-cultural beliefs and practices of caregivers regarding sunlight exposure for newborn jaundice: a scoping review.Frontiers in public health · 2026Article
- Neonatal hyperbilirubinemia: past lessons, current practices, and future directions.European journal of pediatrics · 2025Review
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Authors and funding
7 authors.
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Abstract
backgroundNeonatal jaundice is a common condition that can lead to brain damage and disabilities when severe cases go undetected. Low- and middle-income countries often lack accurate methods for detecting neonatal jaundice and rely on visual assessment, resulting in a higher incidence of adverse consequences. Picterus Jaundice Pro (Picterus JP), an easy-to-use and affordable smartphone-based screening device for the condition, has demonstrated higher accuracy than visual assessment in Norwegian, Philippine and Mexican newborns. This study aimed to identify the barriers and facilitators to implementing Picterus JP in public health services in low-income settings in Mexico by exploring the current process of neonatal jaundice detection and stakeholders' perspectives in that context.
methodsQualitative data collection techniques, including one focus group, 15 semi-structured interviews and four observations, were employed in urban and rural health facilities in Oaxaca, Mexico. The participants included medical doctors, nurses and health administrators. The data were analysed by thematic analysis guided by the Consolidated Framework for Implementation Research.
resultsThe analysis yielded four main themes: (I) the current state of neonatal care and NNJ detection, (II) the needs and desires for enhancing NNJ detection, (III) the barriers and facilitators to implementing Picterus JP in the health system and (IV) HCWs' expectations of Picterus JP. The findings identify deficiencies in the current neonatal jaundice detection process and the participants' desire for a more accurate method. Picterus JP was perceived as easy to use, useful and compatible with the work routine, but barriers to adoption were identified, including internet deficiencies and costs.
conclusionsThe introduction of Picterus JP as a supporting tool to screen for neonatal jaundice is promising but contextual barriers in the setting must be addressed for successful implementation. There is also an opportunity to optimise visual assessment to improve detection of neonatal jaundice.
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