Reyanda/malawi-his-landscape

Malawi Health Information System landscape mapping and Lancet Digital Health submission package # Malawi HIS Landscape Comprehensive Health Information System landscape mapping for Malawi, mapped to WHO building blocks. Includes a confirmed named-system register of 19 HIS platforms, a chronological policy chain, and a Lancet Digital Health submission package with figures, tables, and integrity assets. ## Architecture ``` malawi-his-landscape/ ├── scripts/ │ ├── build_lancet_digital_health_package.py │ ├── build_lancet_submission_readiness_audit.py │ ├── build_lancet_integrity_assets.py │ ├── build_digital_in_health_scorecard.py │ ├── build_domain_evolution_landscape.py │ ├── build_document_embeddings.py │ ├── make_core_figures_and_tables.R │ ├── make_journal_figures.R │ ├── make_domain_evolution_figure.R │ └── rebuild_fig12_interop.R ├── inventory/ │ ├── manifest.csv │ └── manifest.xlsx ├── outputs/ │ ├── figures/ │ └── tables/ ├── qc/ │ └── lancet-digital-health/ │ ├── claim-evidence-ledger.csv │ ├── figure-transparency-ledger.csv │ ├── submission-readiness-audit.csv │ └── reference-sdt-ledger.csv ├── references/ ├── archive/ ├── documents/ ├── research.md └── plan.md ``` ## Named-system register 19 HIS platforms confirmed from primary Malawian policy documents, mapped to WHO building blocks. Full register with source identifiers in `research.md`. ## Quick start ```bash python scripts/build_lancet_digital_health_package.py python scripts/build_lancet_integrity_assets.py ``` ```r source("scripts/make_core_figures_and_tables.R") ``` ## Dependencies - Python >= 3.10, R >= 4.0 - Python: pandas, numpy - R: ggplot2, dplyr, tidyr ## Data All data is system-level and policy-level. No patient-level or individually identifiable data is included. ## License MIT — see LICENSE