About This Platform
What is a Living Meta-Analysis?
A living systematic review is a research synthesis that is continuously updated as new evidence becomes available. Unlike traditional reviews that become outdated within months, living reviews maintain an always-current picture of the research landscape.
This approach exists in clinical medicine — Cochrane's Living Systematic Reviews, COVID-NMA, and the Australian Living Evidence Collaboration are well-known examples.
This is the first living review platform in innovation management. It automatically monitors academic databases, classifies new publications, and updates trend analyses — all without manual intervention.
How It Works
Monitor
Every week, we poll the OpenAlex API for new papers across 14 target journals and 14+ keyword queries.
Enrich
We fetch abstracts, enrich with impact metrics (FWCI, citation percentiles, h-indices), and infer author metadata.
Classify
Claude Haiku 4.5 classifies each paper by domain, methodology, theme, and relevance scores. 52.379+ relevant papers classified so far.
Analyze
Automated meta-analysis computes publication trends, methodology evolution, citation networks, and identifies research gaps.
Publish
Results are published on this website, updated automatically after each sync cycle. The database is open for download and exploration.
Technology Stack
Data Pipeline
Python, SQLite, OpenAlex API
AI Classification
Claude Haiku 4.5 (Anthropic), 52.379+ papers classified
Website
Next.js, Tailwind CSS, Vercel
Dashboard
Streamlit, Plotly (planned)
Automation
GitHub Actions (weekly sync)
Collaboration
Claude Code, GitHub PRs, CLAUDE.md
Domains Covered
Want to contribute?
This platform is designed for collaboration. Students, researchers, and developers are welcome.
Contribution Guide