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Mapping the evidence on stillbirth prevention across the reproductive continuum: an umbrella review

Por: Gadapani Pathak · B. · Vats · P. · Manna · S. · Yadav · S. · Bhatt · A. · Mukherjee · R. · Patil · R. · Dayma · G. · Mazumder · S.
Objectives

To collate and appraise evidence from existing systematic reviews and meta-analyses on interventions to prevent stillbirth and reduce perinatal mortality across the reproductive continuum, including preconception, antenatal, intrapartum and immediate newborn periods.

Design

Umbrella review synthesising evidence from systematic reviews, including meta-analyses where available.

Data sources

A comprehensive search was conducted in CENTRAL (via Cochrane Register of Studies Online), PubMed, Embase and Web of Science, along with trial registries (WHO International Clinical Trials Registry Platform, ClinicalTrials.gov and ISRCTN Registry), from inception to 12 January 2026.

Eligibility criteria

Systematic reviews and meta-analyses synthesising randomised controlled trials or quasi-experimental studies that reported stillbirth, perinatal mortality, fetal loss or fetal death were included. Reviews focused exclusively on predefined high-risk populations were excluded.

Data extraction and synthesis

Two reviewers independently extracted data and assessed methodological quality using A Measurement Tool to Assess Systematic Reviews 2 (AMSTAR 2). Grading of Recommendations, Assessment, Development and Evaluation (GRADE) certainty ratings were extracted as reported by the original review authors. Evidence synthesis followed a structured framework adapted from Ota et al, integrating direction of effect and certainty of evidence based on pooled estimates and GRADE assessments. Publication overlap was assessed using the Corrected Covered Area index where relevant.

Results

A total of 116 systematic reviews were included, synthesising evidence from randomised controlled and quasi-experimental studies across preconception, antenatal, intrapartum and immediate newborn periods. Evidence from individual reviews showed clear benefit for several interventions, including balanced energy-protein supplementation, home visits by community health workers, birth preparedness interventions, labour induction at or beyond 37 weeks of gestation and skilled or community-based intrapartum care, primarily for reducing perinatal mortality. Reduced antenatal visit schedules compared with standard care were associated with a possible increase in stillbirth or perinatal mortality, indicating potential harm. Many interventions—such as group antenatal care (ANC), nutritional education, case-note provision, routine ultrasound or Doppler monitoring, antibiotic treatment for bacterial vaginosis, antiretroviral therapy in pregnancy and several pharmacological or hormonal interventions—demonstrated unknown or inconclusive effects on stillbirth or perinatal mortality, largely due to imprecision and heterogeneity.

Conclusions

This umbrella review identifies a range of interventions with evidence of effectiveness across the reproductive continuum, particularly those addressing maternal nutrition, continuity of ANC and quality intrapartum and newborn care. However, substantial evidence gaps remain, especially for interventions widely implemented without strong supporting evidence. These findings highlight the need for context-specific implementation research and prioritisation of proven strategies in low- and middle-income countries, where the burden of stillbirth remains highest.

PROSPERO registration number

CRD42024531100.

Weighing the impact of evidence in orthopaedic trauma registries: a systematic review of national and international registry data

Por: George · A. J. · Ashwood · N. · Dekker · A. P. · Wilson · P. · Crawford · A. · Mukherjee · A.
Objectives

Worldwide, there are 15 established trauma databases collecting data to better understand the patterns of injury and effectiveness of interventions, but interpreting the information is hampered by the varied approaches. The aim of this study was to determine the impact, practices, evolution in design and methods of analysis that are standardised and comparable within registries.

Design

A thematic analysis using a narrative synthesis was used to develop threads for future study and identify the limitations in current practice.

Data sources

PubMed, Ovid, Scopus and EMBASE were searched on the 2 October 2025. At the same time, ChatGPT (Open artificial intelligence) identified the most cited articles in orthopaedic trauma registries, cross-referencing lists as a form of triangulation to aid in snowballing references.

Eligibility criteria

The review included 174 papers from trials and observational studies that analyse data from established trauma orthopaedic registries published in English.

Data extraction and synthesis

Two independent reviewers used standardised methods to search, screen and code included studies assessing the papers using the Strengthening the Reporting of Observational Studies in Epidemiology checklist to assess the observational and cohort studies and the Downs and Black Quality Criteria for the remaining papers.

Results

Outcome measures other than mortality are poorly collected, undermining the value of registries. Trauma patients reported considerable impairment 6 and 12 months after injury. Association between level of trauma care and mortality is evident for major trauma populations, but does not hold for general trauma populations. Level I trauma centres produce improved survival in severely injured, but this association could not be proven for non-fatal outcomes in general populations. There is a disparity between resources allocated to save and salvage cases within major trauma units, and hence, routine cases often have lower priority and delayed care.

Conclusions

There is a need to develop a standardised and reproducible method to evaluate data quality in trauma registries. National performance guidelines and trauma centre audits are integral steps towards optimum results. Routine collection of postinjury outcome measures beyond mortality will enable the development of quality improvement metrics that better reflect patient outcomes.

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