Critical Risks & Mitigations
| Identified Risk | Strategic Mitigation |
|---|---|
|
Indicator Manipulation |
Develop relational indicators and cross-validated datasets that make it difficult for actors to artificially inflate scores through isolated improvements. Emphasize systemic relationships rather than single metrics. |
|
Political Sensitivity |
Frame the framework as a diagnostic instrument for institutional learning rather than as a ranking mechanism. Encourage confidential national assessments and collaborative interpretation of findings. |
|
Institutional |
Engage ministries, research institutions, and civil |
|
Resistance |
society actors early in the analytical process to build ownership of the framework and its findings. |
|
Analytical Complexity |
Provide layered reporting formats: high-level strategic summaries for decision-makers, detailed technical datasets for researchers, and interpretive briefs for public dialogue. |
|
Narrative Misuse |
Establish clear methodological documentation and transparency in scoring processes to prevent selective interpretation or politicized misrepresentation of findings. |