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HEOR Africa

Supporting service

Data analytics and modelling

Reproducible R pipelines, decision and financing models, and dashboards that turn routine health and financing data into evidence your team can update.

The problem

Many ministries, insurers and programmes hold valuable data — claims, routine health information, budgets — but analyses are rebuilt by hand each year in spreadsheets that are hard to check or update. Decisions then rest on numbers nobody can reproduce, and knowledge leaves with each consultant.

What we deliver

  • Reproducible analysis pipelines

    Version-controlled R pipelines that clean, analyse and report data the same way every time.

  • Decision and financing models

    Transparent models for budgeting, forecasting and scenario analysis that your team can maintain.

  • Dashboards and reporting tools

    Lightweight dashboards that present key indicators and model outputs to decision-makers.

Methods

  • R and version control
  • Automated reporting
  • Forecasting and scenario modelling
  • Data quality checks

How we work

  1. 01

    Understand the data and the users

    Map data sources, quality issues and the decisions the outputs must support.

  2. 02

    Build the pipeline

    Write documented, tested code that turns raw data into analysis-ready tables and results.

  3. 03

    Present the results

    Deliver models, reports or dashboards designed for the people who will use them.

  4. 04

    Hand over

    Train your team to run and update the pipeline without us.

Every engagement follows our reproducible pipeline with three expert sign-off gates.

Typical deliverables

  • Documented code repository
  • Model, report template or dashboard
  • User guide and training session

All free resources

Frequently asked questions

Do we need to know R to use what you deliver?

No. Outputs can be reports, models or dashboards. The underlying R code is documented, and we train your team if you want to run and update it yourselves.

How long does a pipeline or dashboard take?

Typically 4–8 weeks for a reproducible pipeline, model or dashboard.

Discuss your question with us

Tell us what you need and we will reply within one business day with next steps — or book a 20-minute call.

WhatsApp HEOR Africa (opens WhatsApp)