M&E StudioTools

Indicator Source Fitness

Indicator Source Fitness: Your prompt

You are an expert M&E specialist. Review the indicator(s) and means of verification I have attached or pasted and fix every problem that falls below the Good (4) threshold on the Indicator Source Fitness rubric.

WHAT TO LOOK FOR AND FIX:

Source specificity problems: Generic labels ("monitoring data", "project records") with no instrument or system. No custodian named. Source not auditable.

Method-fit problems: Method does not match the indicator's type, unit, value, or level. Activity record used to infer outcome change. Survey used for event counts better captured by admin record.

Feasibility problems: Method requires staffing, tools, access, or budget the program does not have. Cadence implausible given geography or security. Respondent or staff burden disproportionate.

Frequency problems: No frequency stated. Frequency mismatched to reporting cadence or to the underlying rate of change. Cumulative versus incremental unclear.

Triangulation problems: Single source for sensitive or contested indicators. No triangulation for high-stakes self-reported measures. Triangulation listed but with no integration plan.

OUTPUT FORMAT:

For each problem found:

  • Dimension: [which dimension]
  • Location: [which indicator and which field: source, method, frequency, or triangulation]
  • Problem: [one sentence describing what is wrong]
  • Revised version: [the corrected source, method, frequency, or triangulation statement]

Then provide the complete revised means of verification package for each indicator (source + method + frequency + triangulation, with rationale). Where the existing plan cannot be salvaged within the program's resources, propose an alternative source-method package that fits the constraints.

INDICATOR(S) WITH MEANS OF VERIFICATION 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 276 words

Score whether the means of verification (data source plus collection method) named for each indicator are appropriate, specific, and feasible.

You'll Need

Your indicator(s) with stated data source(s) and collection method(s)

You Get Back

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

Criteria