Pay CHWs.
Despite their vital work CHWs have long been subject to global debate about remuneration. But the discussion should move on to how to pay CHWs, not whether they should be paid.
POLICY DASHBOARD
THE BASELINE ISN’T ENOUGH.
CHIC’s initial dashboard, launched in 2023, tracked countries with at least one CHW group that is accredited and paid.
That work established an important baseline. But whether a policy exists and whether it is implemented are two different things.
Version 2.0 asks the harder question: Are national policies being implemented?
Scope
The dashboard specifically looks at countries included in the Countdown to 2030 list.
These countries were classified as low- and middle–income by the World Bank as of June 2021. For each country, we identified the most recent community health policy (or related government document) and extracted information on CHW programs.

Methods
We developed this dashboard in two phases: (a) policy analysis, and (b) design and visualization.
Policy analysis included identifying the latest community health policy (or an equivalent government document) through desk review and stakeholder outreach, and extracting data into a structured template, with initial validation by CHIC collaborators.
In the design and visualization phase, raw policy analysis data were processed using Google BigQuery. Using Vertex AI, Google Gemini 2.0 Flash was run in BigQuery to generate country summaries. A basemap was generated using the Mapbox platform, and functionality and display were customized using Mapbox GL JS and JavaScript. The dashboard is fully open-source, and code can be found here. The raw data powering the dashboard can be downloaded here, along with the codebook.

Acknowledgements
Additionally, we thank the many collaborators who made the first iteration possible, especially (in alphabetical order): Ayla Alkharrat (London School of Economics), Maria Hadjicosta (London School of Economics), Laura Solia Shellaby (LSS Global), and Ajiri Uzere (London School of Economics).
