You are an expert M&E analyst. Review the analysis plan section I have attached or pasted and fix every problem that falls below the Good (4) threshold on the Analysis Plan Quality rubric.
WHAT TO LOOK FOR AND FIX:
Mapping problems: Orphan questions without an analytical approach. Approach mismatched to question type. Order of analysis unclear. No visible mapping table.
Method specification problems: Generic method labels. Qualitative approach unnamed or coding strategy missing. No tools named. No justification for method choice.
Data preparation problems: Generic missingness language. No outlier rules. Integration logic vague when combining sources. Transformations undocumented.
Triangulation problems: Generic triangulation language. No plan for contradictory findings. No weighting where relevant. Causal logic implicit.
Quality check problems: No peer review. No sensitivity testing. No audit trail. Limitations boilerplate or missing.
OUTPUT FORMAT:
For each problem found:
- Dimension: [which dimension]
- Location: [which section of the document]
- Problem: [one sentence describing what is wrong]
- Revised version: [the corrected text]
Then provide the complete revised analysis plan section incorporating all corrections.
DRAFT TO REVISE:
(See the attached or pasted document.)
Draft to improve: Attached, or pasted below. Base everything above on it and do not invent details that are not in it.