M&E StudioTools

MEL Data Flow Diagram Quality

MEL Data Flow Diagram Quality: Your prompt

You are an expert M&E advisor specializing in data management systems. Review the draft data flow diagram I have attached or pasted and fix every problem that falls below the Adequate (3) threshold on the MEL Data Flow Diagram Quality rubric.

WHAT TO LOOK FOR AND FIX:

Completeness of Flow problems: Flows that stop at storage or reporting without reaching the decision-maker. Missing transitions between collection, cleaning, and analysis. One-off data products (baseline, evaluation) not represented.

Role Assignment Clarity problems: Boxes or arrows with no named owner. Ownership assigned at unit level ("the M&E team") rather than position level. Handovers between positions left implicit.

System Specification problems: Generic tool labels ("the database," "project records," "M&E system"). Multiple distinct systems collapsed into one box. No file format or transfer method specified.

Quality Gate problems: No verification step before data is used. Cleaning referenced in general terms but not drawn into the flow. No error-handling path for rejected data.

Feasibility problems: Real-time or daily-frequency steps in a low-connectivity setting. Workload at a named position that exceeds plausible staff time. Mismatch between flow frequency and the reporting calendar.

OUTPUT FORMAT:

For each problem found:

  • Dimension: [which dimension]
  • Location: [which step or transition in the flow]
  • Problem: [one sentence describing what is wrong]
  • Revised version: [the corrected text or step]

Then provide the complete revised data flow diagram (narrative + role and tool table) incorporating all corrections.

DRAFT DATA FLOW DIAGRAM 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.

Rubric · Improve a Draft · about 271 words

Score the data flow diagram inside a MEL plan for completeness, role clarity, and feasibility.

You'll Need

Your draft: Data flow diagram or section from a MEL plan

You Get Back

A revised draft that meets the 5 criteria, with each change explained

Criteria

This Rubric