Evidence map›Paper›PMID 40801467›Full record

ArticleBirth (Berkeley, Calif.)2026

Developing a Co-Designed Strategy to Improve Labor Monitoring and Management in India Using the World Health Organization Labour Care Guide: A Mixed-Methods Formative Study.

Elizabeth Armari, Sunil S Vernekar, Yeshita Pujar, Veronica Pingray, Fernando Althabe, Luz Gibbons, Mabel Berrueta, Alvaro Ciganda, Rocio Rodriguez, Jayashree Ashok Kumar and 15 more

Abstract read
In one paragraph

Article in Birth (Berkeley, Calif.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. The FemTech revolution: Unlocking the potential of new technology for optimizing pregnancy outcomes in low- and middle-income countries and remote areas.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

25 authors.

Elizabeth ArmariWomen's, Children's and Adolescents' Health Program, Burnet Institute, Melbourne, Victoria, Australia.
Sunil S VernekarWomen's and Children's Health Research Unit, Jawaharlal Nehru Medical College, KLE Academy of Higher Education and Research, Belgaum, India.
Yeshita PujarWomen's and Children's Health Research Unit, Jawaharlal Nehru Medical College, KLE Academy of Higher Education and Research, Belgaum, India.
Veronica PingrayInstituto de Efectividad Clínica y Sanitaria (IECS-CONICET), Buenos Aires, Argentina.
Fernando AlthabeInstituto de Efectividad Clínica y Sanitaria (IECS-CONICET), Buenos Aires, Argentina.
Luz GibbonsInstituto de Efectividad Clínica y Sanitaria (IECS-CONICET), Buenos Aires, Argentina.
Mabel BerruetaInstituto de Efectividad Clínica y Sanitaria (IECS-CONICET), Buenos Aires, Argentina.
Alvaro CigandaInstituto de Efectividad Clínica y Sanitaria (IECS-CONICET), Buenos Aires, Argentina.
Rocio RodriguezInstituto de Efectividad Clínica y Sanitaria (IECS-CONICET), Buenos Aires, Argentina.ORCID 0000-0001-5687-5517
Jayashree Ashok KumarGadag Institute of Medical Sciences, Gcadag, India.
Shruti Bhavi PatilGadag Institute of Medical Sciences, Gcadag, India.
Aravind KarinagannanavarGadag Institute of Medical Sciences, Gcadag, India.
Raveendra R AnteenGeneral Hospital, Gokak, Belgaum, India.
Pavithra M RGeneral Hospital, Gokak, Belgaum, India.
Savitri BendigeriGeneral Hospital, Gokak, Belgaum, India.
Shukla ShettyJJM Medical College, Davangere, India.
B LathaJJM Medical College, Davangere, India.
Megha H MJJM Medical College, Davangere, India.
Suman S GaddiBallari Medical College and Research Center (BMCRC), Ballari, India.
Shaila ChikkagowdraBallari Medical College and Research Center (BMCRC), Ballari, India.
Bellara RaghavendraBallari Medical College and Research Center (BMCRC), Ballari, India.
Caroline S E HomerWomen's, Children's and Adolescents' Health Program, Burnet Institute, Melbourne, Victoria, Australia.
Manjunath SomannavarWomen's and Children's Health Research Unit, Jawaharlal Nehru Medical College, KLE Academy of Higher Education and Research, Belgaum, India.
Shivaprasad S GoudarWomen's and Children's Health Research Unit, Jawaharlal Nehru Medical College, KLE Academy of Higher Education and Research, Belgaum, India.
Joshua P VogelWomen's, Children's and Adolescents' Health Program, Burnet Institute, Melbourne, Victoria, Australia.ORCID 0000-0002-3214-7096

Funding

Gates Foundation INV-023273National Health and Medical Research Council GNT1194248National Health and Medical Research Council GNT2013981National Health and Medical Research Council GNT2016379Stillbirth Centre of Excellence (CRE)
6 · The paper itself

Abstract

introductionNearly half of all perinatal deaths occur during the intrapartum period due to inadequate labor monitoring and intervention. The partograph, a paper-based labor monitoring tool, can assist providers in recognizing and acting on early signs of fetal-maternal distress if used effectively. In 2020, the World Health Organization (WHO) developed a "next generation" partograph called the Labour Care Guide. There is limited evidence of how to optimize the use and impact of this new tool. This study describes the development of a co-designed LCG implementation strategy in Karnataka, India.

methodsA targeted literature review, primary research across four public maternity hospitals (provider survey and facility assessment), and a 2-day co-design workshop with stakeholders were conducted. Findings were mapped to six target behaviors using the Theoretical Domains Framework (TDF) and the Capability, Opportunity, and Motivation-Behavior (COM-B) model to identify potential barriers and facilitators to LCG use. Consultations with local stakeholders explored these factors, and a 1-week pilot informed final refinements of the strategy.

resultsThe LCG implementation strategy comprised an evidence-based provider training program centered on "low dose, high frequency" principles, and monthly audit and feedback cycles, which in turn, relies on an enabling practice environment (supportive national policy frameworks, facility-level guidelines, external partnerships, senior support, defining provider roles and expectations and adequate equipment and resources) to support its implementation.

conclusionEffective use of the LCG needs a robust, context-sensitive implementation strategy. We present the first evidence-based, co-designed LCG implementation strategy which can be used to support LCG dissemination and uptake.

Indexed as

Fetal MonitoringLabor, ObstetricFemaleHumansIndiaPregnancyQuality ImprovementWorld Health Organizationimplementation strategylabor monitoringlabour care guide

Identifiers

PMID40801467
PMCPMC12894475

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.