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Purpose:

This research database provides an overview of academic and grey literature relevant to GOAL 3’s work on paediatric and neonatal patient monitoring, clinical deterioration, healthcare worker workflows, and implementation in low-resource settings. It includes publications, reports, conference papers, and theses connected to IMPALA and adjacent evidence areas. It aims to help internal and external stakeholders quickly understand the available evidence around IMPALA.

How to use this database:

Use this database to find, compare, and reuse evidence relevant to IMPALA and adjacent areas of research.

• Start with the “All Papers” view to see every source in one table, including the main findings, evidence theme, tags, source type, country/region, relevance score, and link.
• Use “Grouped by Tag” when you want to explore evidence by topic, such as mortality prediction, vital signs, alarm burden, nursing workload, cost-effectiveness, or scale-up.
• Use the “List” view for a simpler reading view when you want to browse sources without the full table layout.
• Open a paper page to see more detail, including the main findings, relevance to IMPALA, and key research gaps that remain open after reading.

This page is a living database. New papers, reports, theses, conference outputs, and grey literature will be added as the evidence base grows.

This page was last updated: October 5, 2026

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How to add a new source

There are five themes to cluster the evidence under

Research D