Implementing risk-appropriate maternity care-based triage model at a tertiary care teaching institute: an

Gowri Dorairajan1, Anish Keepanasseril2, Samraj Senthil Kumar3

  • 1Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry, India.

BMJ Global Health
|December 25, 2025
PubMed

Insights

A new risk-appropriate triage model reduced hospital births by 41%, improving care quality for high-risk pregnancies. This system enhanced patient outcomes and resource management in maternity services.

Area of Science:

  • Maternal Health
  • Healthcare Management
  • Public Health Interventions

Background:

  • Regional perinatal center experienced a surge in annual births, nearing 19,000 in 2019, leading to resource strain.
  • COVID-19 pandemic restrictions reduced low-risk births, prompting the development of a new triage system.
  • The study aimed to implement and evaluate a risk-appropriate triage model for maternity care.

Purpose of the Study:

  • To design and implement a risk-appropriate triage model referral system.
  • To examine the impact of the triage model on birth rates and quality of care.
  • To improve resource allocation and patient management in a high-volume perinatal center.

Main Methods:

  • Analysis of childbirth data from 2019 and district demographics.
  • Collaborative discussions with district health administrators on triage implementation.
  • Antenatal clinic triage by a dedicated team, referring cases to appropriate facilities.
  • Utilized WhatsApp for information sharing on referred and transferred patients.
  • Assessed impact via changes in birth numbers, risk proportions, quality indicators, and staff feedback.

Main Results:

  • Average monthly births decreased from 1530 (2019) to 900 (2023) post-triage implementation (Dec 2022).
  • Quality indicators like stillbirth and scar rupture rates declined; C-section rates increased from 20% to 30%.
  • Observed improved staff satisfaction, a shift towards higher-risk pregnancies, and reduced bed occupancy, averting overcrowding.

Conclusions:

  • A 'risk-appropriate maternity care-based triage model' is feasible and effective.
  • The model successfully reduced low-risk births at the tertiary care institute.
  • Implementation improved the quality of care for high-risk women within the system.
Abstract

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