Open Data Contributor Retention: A Survey of 300 African Practitioners

Community Programs

Survey findings on what drives sustained open data contribution in African contexts, with implications for program design and community investment strategies.

Authors: Datum Africa Research Unit, Community Programs Team

This survey report presents findings from a study of 300 African open data contributors conducted between June and September 2025 by the Datum Africa Research Unit and Community Programs Team.

Sample: Respondents were drawn from the datum.africa contributor community and partner platform contributor lists. All respondents had made at least one dataset contribution in the 12 months prior to the survey. The sample included contributors from 24 African countries, with the largest representation from Nigeria (22%), Kenya (18%), Ghana (12%), Ethiopia (9%), and South Africa (8%).

Primary findings on retention: The strongest predictor of continued contribution was mentorship quality (correlation: 0.68). Contributors who received structured mentorship in their first 30 days were 3.2x more likely to be active contributors six months later. Community belonging was the second strongest predictor (correlation: 0.61). Platform usability showed a weak correlation (0.24) with retention.

Primary findings on motivation: 41% of respondents cited civic commitment as their primary motivation for initial contribution. 29% cited skill development. 18% cited professional recognition. 12% cited financial incentives. Among contributors who remained active for more than six months, civic commitment rose to 56%, skill development remained stable at 27%, and financial incentives fell to 6%.

Implications for program design: Programs that invest heavily in platform improvement while underinvesting in mentorship and community infrastructure are likely to see poor retention outcomes. The data supports a reallocation of program resources toward mentorship systems, peer connection, and contributor recognition — all of which showed high impact and relatively low cost compared to platform development.

The full dataset and survey instrument are available through datum.africa for researchers who wish to build on these findings.