Evidence map›Paper›PMID 41448808›Full record

ArticleBMJ global health2025

Implementing risk-appropriate maternity care-based triage model at a tertiary care teaching institute: an organisational quality improvement initiative to optimise risk and resources.

Gowri Dorairajan, Anish Keepanasseril, Samraj Senthil Kumar, Anandhan Rajeswari, Lalgudi N Dorairajan, Rakesh Aggarwal, JIPMER ObGyn Triage Implementation Consortium

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Article in BMJ global health, 2025. 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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5 · Who and what money

Authors and funding

7 authors.

Gowri DorairajanJawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India.
Anish KeepanasserilJawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India keepanasseril.a@jipmer.ac.in.ORCID 0000-0002-4881-0382
Samraj Senthil KumarDirector Public Health Service, Villupuram, Tamil Nadu, India.
Anandhan RajeswariHead Department of Obstetrics and Gynaecology, Government Villupuram Medical College and Hospital, Villupuram, Tamil Nadu, India.
Lalgudi N DorairajanJawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India.
Rakesh AggarwalJawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India.
JIPMER ObGyn Triage Implementation Consortium

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe annual births in our hospital (a regional perinatal centre for the southeastern coastal region) had increased to nearly 19 000 in 2019, straining the resources. Reduced low-risk childbirths due to the restrictions during the COVID-19 pandemic gave us an impetus to design and implement a risk-appropriate triage model referral system. We report its implementation process and examine its effect on birth rates and quality of care.

methodsInitially, the data on childbirths (2019) and the districts where the majority belonged were analysed. We discussed the need for triaging and the implementation process with these district health administrators. In the antenatal clinic, a dedicated team triaged and referred new cases to risk-appropriate facilities near their homes. Using WhatsApp groups, information about those referred back and the critically ill transferred to our hospital was shared. The impact of model implementation was assessed by the change in the number of births, proportion of high-risk cases, quality indicators and feedback from health workers.

resultsThe average number of childbirths per month decreased from 1530 in 2019 to 900 in 2023 after the implementation of triage on 15 December 2022. The quality indicators, such as stillbirth and scar rupture, declined after implementation, but caesarean deliveries rose from 20% to 30%. Better satisfaction among personnel and a change in the pattern to more high-risk pregnancies were noted; there was a reduction in bed occupancy rates, averting overcrowding.

conclusionA 'risk-appropriate maternity care-based triage model' could be implemented, reducing low-risk births and improving the quality of care for high-risk women in tertiary care institutes.

Indexed as

COVID-19Maternal Health ServicesQuality ImprovementTriageFemaleHumansPregnancySARS-CoV-2Tertiary Care CentersMaternal health

Identifiers

PMID41448808
PMCPMC12742052

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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 OpenQuestion graph.