# Seven Pillars of Research Transparency

In research systems assessment, does a seven-pillar framework reveal systematic deficiencies in African clinical trial transparency, efficiency, and accountability? This audit evaluated 23,873 African trials across seven dimensions — visibility, efficiency, transparency, reporting, duration, accessibility, and accountability — using ClinicalTrials.gov metadata through March 2026. Africa scored an estimated forty-two percent on the composite seven-pillar index compared to eighty-two percent for Europe. Results reporting was twenty percent less likely for African than European trials, with 42% of African trials not yet completed. Trial duration was thirty percent longer in African settings (95.4% completion rate versus 81.6% in the United States), reflecting significant operational viscosity. The 522 terminated and 144 withdrawn trials showed the lowest transparency scores. These findings quantify Africa's research system deficits across multiple measurable dimensions simultaneously. Interpretation is limited by the equal weighting of seven heterogeneous pillars.

## References

1. Alemayehu C, et al. "Behind the mask of the African clinical trials landscape." Trials. 2018;19:519.
2. Drain PK, et al. "Global migration of clinical trials." Nat Rev Drug Discov. 2018;17:765-766.

## Note Block

- Type: research
- App: https://mahmood726-cyber.github.io/africa-e156-students/methods-systems/dashboards/seven-pillars.html
- Code: https://github.com/mahmood726-cyber/africa-e156-students/blob/master/methods-systems/code/seven-pillars.py
- Data: ClinicalTrials.gov API v2
- Date: 2026-04-05