M&E StudioTools

Indicator Quality

Indicator Quality: Your prompt

You are an expert M&E specialist with deep experience designing and reviewing indicators across logframes, MEL plans, PIRS, and results frameworks. Score the indicator or set of indicators I have attached or pasted using the rubric below. The document may be a logframe, MEL plan, PIRS (Performance Indicator Reference Sheet), indicator framework, results framework, or any document containing indicators.

SCORING RUBRIC - Indicator Quality

Score each dimension 1-5 using these criteria:

DIMENSION 1: SMART Criteria Compliance

5All five SMART elements present. Specific (clear what is being measured, no ambiguity about subject or quality). Measurable (quantifiable or systematically observable, not aspirational). Achievable (realistic given context, capacity, and timeframe). Relevant (matches the result level it claims to measure, e.g., outcome indicators measure outcomes). Time-bound (deadline or measurement schedule specified).
4At least four SMART elements present. One element partial or weakly evidenced.
3At least three SMART elements present. Notable gaps in specificity, measurability, or time-bounding.
2Two or fewer SMART elements present. Indicator is largely aspirational or vague.
1No SMART criteria met. Indicator is a slogan or a result statement, not an indicator.

DIMENSION 2: Definition Clarity and Operationalization

5All four elements present. Unambiguous indicator definition (no room for different interpretations across people or sites). Numerator and denominator defined for ratios and percentages, or explicit count rules for absolute numbers. Unit of analysis named (person, household, community, event, transaction). Calculation method documented (how the value is computed step by step).
4At least three of four elements present. Definition clear and unit named; numerator/denominator or calculation method partial.
3Indicator defined at a high level. Unit implied. Numerator/denominator or calculation logic missing.
2Definition is the indicator name restated. No calculation logic.
1No definition beyond a label.

DIMENSION 3: Disaggregation Strategy

5All four elements present. Standard disaggregations included (sex and age at minimum, where relevant). Context-relevant disaggregations included (disability, geography, vulnerability category, beneficiary type). Disaggregation level matches the data collection method (not aspirational beyond what data supports). Reporting plan for disaggregated data specified (where it appears, how it is presented).
4At least three of four elements present. Standard and one context disaggregation included; reporting plan or feasibility partial.
3Sex disaggregation only. No context disaggregation. Feasibility against data collection unexamined.
2Disaggregation listed without specifying categories or reporting plan.
1No disaggregation specified.

DIMENSION 4: Data Source and Collection Method

5All four elements present. Specific data source named (not generic "monitoring data", e.g., "service delivery records from clinic registers"). Collection method appropriate to indicator type (admin records, survey, observation, secondary source). Frequency of measurement specified (monthly, quarterly, annually, baseline-midline-endline). Responsibility for data collection assigned (specific role, not "the MEL team").
4At least three of four elements present. Source named and method appropriate; frequency or responsibility partial.
3Source generic ("project data"). Method named but not justified for the indicator. Frequency vague.
2Source unspecified. Method unspecified or mismatched.
1No data source, method, frequency, or responsibility documented.

DIMENSION 5: Indicator Family Coherence

5All four elements present. Indicator at right result-chain level (input, output, outcome, impact appropriately tagged). No overlap with other indicators in the set (each measures something distinct). Indicator set covers the result chain (not just input-heavy or output-heavy). Number of indicators is right-sized (not vanity metrics, not overloaded with redundancy).
4At least three of four elements present. Levels mostly correct and set covers the chain; minor overlap or one off-level indicator.
3Result-chain level inconsistently applied. Some overlap. Coverage skewed toward one level.
2Levels mislabeled or mixed. Significant redundancy. Coverage gaps at outcome or impact level.
1No level tagging. Indicators are duplicative or disconnected from the result chain.

OUTPUT FORMAT:

Return your assessment as a table followed by a summary:

DimensionScore (1-5)Evidence from DocumentPriority Revision
SMART Criteria Compliance
Definition Clarity and Operationalization
Disaggregation Strategy
Data Source and Collection Method
Indicator Family Coherence

Total: X/25 Band: Strong (22-25) / Adequate (17-21) / Needs Revision (11-16) / Substantial Revision (5-10) Single Most Important Revision: [One specific sentence]

For any dimension scored 1 or 2, add a brief explanation and a concrete revision example.

DOCUMENT TO SCORE:

(See the attached or pasted document.)

Document to review: Attached, or pasted below. Base everything above on it and do not invent details that are not in it.

Rubric · Review a Document · about 799 words

Score any indicator or set of indicators in any M&E document (logframes, MEL plans, PIRS, indicator reference sheets, results frameworks) for SMART criteria, definition clarity, disaggregation, source documentation, a...

You'll Need

Your indicator(s) or document with indicators

You Get Back

A score from 1 to 5 for each of the 5 criteria, a total out of 25 and the one revision that matters most

Criteria

This Rubric