Advancing neonatal jaundice screening with mHealth: a mixed-methods randomised controlled feasibility study in a resource-limited setting in Mexico

BACKGROUND: Neonatal jaundice is a common and usually harmless condition, but 10% of cases can progress to severe forms that can cause irreversible brain damage or death if undetected and untreated. The prevalence of severe cases is higher in resource-limited settings due to limited access to reliable detection methods among other contributing factors. OBJECTIVE: To assess the feasibility of implementing Picterus Jaundice Pro, a smartphone-based detection tool for neonatal jaundice, in a resource-limited Mexican healthcare setting. METHODS: A mixed-methods approach was employed, integrating a pragmatic randomised controlled trial (RCT) with qualitative insights from semi-structured interviews, all conducted within a feasibility framework. In the RCT, newborns were randomly assigned to screening by visual assessment alone (control) or visual assessment plus Picterus Jaundice Pro (intervention). Feasibility outcomes included RCT-derived measures - the proportion of positive screenings, successful referrals to emergency room (bilirubin ≥14.6 mg/dL [250 µmol/L]), jaundice management needed and jaundice management received. Recruitment capability, device practicality, integration, acceptability and protocol adherence were also assessed. RESULTS: From January to June 2024, 542 newborns were included (273 control, 269 intervention). Compared with control, the intervention arm showed higher proportions (proportional difference [95% CI]) in positive screenings (0.299 [0.230 to 0.362]), successful referrals (0.112 [0.058 to 0.166]), jaundice management needed (0.045 [0.008 to 0.082]), and jaundice management received (0.038 [0.003 to 0.072]).Interviewed participants considered Picterus Jaundice Pro user-friendly and well-integrated into workflows. Despite high protocol adherence, incomplete referrals due to logistical barriers and low perceived risk by parents occurred in 11% of cases. CONCLUSIONS: Implementing Picterus Jaundice Pro yielded encouraging improvements in screening practices, underscoring its potential to advance neonatal care. Addressing systemic barriers and raising awareness among parents and healthcare workers is crucial for maximizing impact. TRIAL REGISTRATION NUMBER: NCT06073444.

Authors

Institutions

Publication Details

Journal
BMJ Paediatrics Open
Published
2026-04-01
DOI
https://doi.org/10.1136/bmjpo-2025-003624
Primary Topic
Neonatal Health and Biochemistry
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Advancing neonatal jaundice screening with mHealth: a mixed-methods randomised controlled feasibility study in a resource-limited setting in Mexico

Jennifer J. Infanti, Martina Keitsch, Anna Marcuzzi, Lobke Marijn Gierman et al.
BMJ Paediatrics Open
Neonatal Health and Biochemistry
article

Advancing neonatal jaundice screening with mHealth: a mixed-methods randomised controlled feasibility study in a resource-limited setting in Mexico

Jennifer J. Infanti, Martina Keitsch, Anna Marcuzzi, Lobke Marijn Gierman, Jesús Elizarrarás-Rivas, Gabriela Jiménez-Díaz
article en

Abstract

BACKGROUND: Neonatal jaundice is a common and usually harmless condition, but 10% of cases can progress to severe forms that can cause irreversible brain damage or death if undetected and untreated. The prevalence of severe cases is higher in resource-limited settings due to limited access to reliable detection methods among other contributing factors. OBJECTIVE: To assess the feasibility of implementing Picterus Jaundice Pro, a smartphone-based detection tool for neonatal jaundice, in a resource-limited Mexican healthcare setting. METHODS: A mixed-methods approach was employed, integrating a pragmatic randomised controlled trial (RCT) with qualitative insights from semi-structured interviews, all conducted within a feasibility framework. In the RCT, newborns were randomly assigned to screening by visual assessment alone (control) or visual assessment plus Picterus Jaundice Pro (intervention). Feasibility outcomes included RCT-derived measures - the proportion of positive screenings, successful referrals to emergency room (bilirubin ≥14.6 mg/dL [250 µmol/L]), jaundice management needed and jaundice management received. Recruitment capability, device practicality, integration, acceptability and protocol adherence were also assessed. RESULTS: From January to June 2024, 542 newborns were included (273 control, 269 intervention). Compared with control, the intervention arm showed higher proportions (proportional difference [95% CI]) in positive screenings (0.299 [0.230 to 0.362]), successful referrals (0.112 [0.058 to 0.166]), jaundice management needed (0.045 [0.008 to 0.082]), and jaundice management received (0.038 [0.003 to 0.072]).Interviewed participants considered Picterus Jaundice Pro user-friendly and well-integrated into workflows. Despite high protocol adherence, incomplete referrals due to logistical barriers and low perceived risk by parents occurred in 11% of cases. CONCLUSIONS: Implementing Picterus Jaundice Pro yielded encouraging improvements in screening practices, underscoring its potential to advance neonatal care. Addressing systemic barriers and raising awareness among parents and healthcare workers is crucial for maximizing impact. TRIAL REGISTRATION NUMBER: NCT06073444.

BMJ Paediatrics OpenVol. 10(1)
Mexican Social Security Institute (MX), Norwegian University of Science and Technology (NO), Norwegian Environment Agency (NO), St Olav's University Hospital (NO), Benito Juárez Autonomous University of Oaxaca (MX)
Norges Teknisk-Naturvitenskapelige Universitet, Instituto Mexicano del Seguro Social
Openalex Percentile: Top 32%
Neonatal Health and Biochemistry
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.