performance indicator
Let an agent help define, select and interpret performance indicators, avoid common pitfalls, and present indicator data clearly.
Research draft, second pass
A second pass drafted this model: the structure a model of this thing needs, and what is known about it in the world. The line under this one says how the second half was obtained - researched against sources, or recalled without web access, in which case nothing here was read anywhere and every claim is a lead to verify. Unreviewed either way.
written by Claude from model knowledge without web access - no source was read, every claim is a lead to verify
Researched by: Claude
Purpose and description
Let an agent help define, select and interpret performance indicators, avoid common pitfalls, and present indicator data clearly.
A measurable value used to assess how effectively an organisation, process, project or individual achieves objectives, such as key performance indicators in business, service level metrics, financial ratios and technical indicators; performance indicators are chosen to reflect goals, tracked over time and can distort behaviour if poorly designed.
What it is for: Measuring and managing performance.
It can be define indicators aligned to goals; select and validate indicators; interpret indicator data; avoid gaming and distortion.
Distinguishing features
Linked to objectives
Measurable
Tracked
Behaviour-shaping
What it looks like
Not physical; numbers on dashboards and reports.
How it is recognised
Measured against objectives
Tracked over time
Raw data without a target or purpose is not an indicator
Related models
is a kind of - category
includes - technical indicator
is related to - measured quantities
is related to - target setting
In practice
Families and kinds
key performance indicators
financial indicators and ratios
operational and service indicators
technical indicators such as frame rate
social and policy indicators
Standards and regulation
Reporting standards for financial and sustainability indicators
Public sector performance frameworks
Failure modes and hazards
Gaming and perverse incentives
Measuring what is easy rather than what matters
Misinterpreting noise as change
Also called
Where this came from
wikidata · CC0 1.0
Drafted structure
Bundle to layer to finding to question, as the second pass will find it: 4 bundles · 8 layers · 8 findings · 16 questions.
Define Choosing indicators.
Goals first.
Align
Aligning to goals.
Align
Alignment.
- Which indicators would show whether this objective is being achieved? action
- Are they measurable, timely and within control? boundary
Specify
Specifying an indicator.
Specify
Specification.
- How should this indicator be defined, including formula, data source, frequency and target? action
- Who owns it? provenance
Interpret Reading indicators.
Context and noise.
Trend
Trends and variation.
Trend
Trends.
- Is this change in the indicator significant, or within normal variation? measurement
- What context explains it? boundary
Compare
Benchmarking.
Compare
Benchmarking.
- How does this indicator compare with benchmarks or peers, and are the comparisons fair? measurement
- Which sources provide benchmarks? provenance
Pitfalls Avoiding distortion.
Indicators shape behaviour.
Gaming
Perverse incentives.
Gaming
Gaming.
- Could this indicator be gamed or cause perverse behaviour? boundary
- How can it be balanced with other measures? action
Limits
What indicators miss.
Limits
Limits.
- What important aspects does this indicator set fail to capture? boundary
- Which qualitative evidence should accompany it? action
Report Presenting indicators.
Clarity.
Dashboard
Dashboards and reports.
Dashboard
Reporting.
- How should these indicators be presented for the audience? action
- Which visualisations suit them? action
Standards
Reporting standards.
Standards
Standards.
- Which reporting standards define these indicators, such as financial or sustainability frameworks? provenance
- How are definitions kept consistent? action
What the second pass must settle
- Should KPI frameworks be a separate entry?
- How should indicator libraries be linked?
- How should reporting standards be linked?