Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/joelparkerhenderson/key-performance-indicator

Key performance indicator (KPI) examples for metrics, measurements, objectives and key results (OKRs)
https://github.com/joelparkerhenderson/key-performance-indicator

Last synced: 15 days ago
JSON representation

Key performance indicator (KPI) examples for metrics, measurements, objectives and key results (OKRs)

Awesome Lists containing this project

README 

        



# Key Performance Indicator (KPI)



Key Performance Indicator



Contents:



* [What is a KPI?](#what-is-a-kpi)

* [How to define a KPI](#how-to-define-a-kpi)

* [How to improve a KPI](#how-to-improve-a-kpi)

* [Indicators](#indicators)

* [Key Leading Indicator (KLI)](#key-leading-indicator-kli)

* [Key Performance Measure (KPM)](#key-performance-measure-kpm)

* [Measure vs. metric](#measure-vs-metric)

* [The 7 habits of highly effective KPI users](#the-7-habits-of-highly-effective-kpi-users)

* [Credits and links](#credits-and-links)



Examples:



* [KPI examples for business](examples/business/index.md)

* [KPI examples for compliance](examples/compliance/index.md)

* [KPI examples for devops](examples/devops/index.md)

* [KPI examples for ecommerce](examples/ecommerce/index.md)

* [KPI examples for efficiency](examples/efficiency/index.md)

* [KPI examples for finance](examples/finance/index.md)

* [Examples](examples/index.md)

* [KPI examples for kanban](examples/kanban/index.md)

* [KPI examples for programmers](examples/programmers/index.md)

* [KPI examples for service level agreements (SLAs)](examples/service-level-agreements/index.md)

* [KPI examples for service quality](examples/service-quality/index.md)

* [KPI examples for value stream map (VSM) areas](examples/value-stream-map/index.md)



## What is a KPI?



A key performance indicator (KPI) is a type of performance measurement.



* A KPI evaluates the success of an organization or activity.



* Choosing the right KPIs needs good understanding of what is important to the organization.



Success examples:



* Repeated periodic achievement of an operational goal, such as 100% customer satistfaction, or zero defects, etc.



* Making progress toward strategic goals.



Wikipedia pages:



* [Performance indicator](https://en.wikipedia.org/wiki/Performance_indicator)



* [Performance measurement](https://en.wikipedia.org/wiki/Performance_measurement)



Our related guides that use KPIs:



* [Strategic balanced scorecard](https://github.com/joelparkerhenderson/strategic_balanced_scorecard)



* [System quality attributes](https://github.com/joelparkerhenderson/system_quality_attributes)



## How to define a KPI



To define a KPI, you can cover these areas:



* Title: use an exact name to avoid ambiguity



* Objective: the relation of the indicator with the organizational objectives must be clear



* Scope: state the areas of business and/or parts of the organization that are included and/or excluded.



* Target: Benchmarks must be determined in order to monitor progress



* Formula: the exact calculation of the indicator



* Units: what is/are the unit(s) of measurement in use



* Frequency: when is the indicator recorded and reported



* Data source: the exact data sources involved in calculating a indicator value



* Owner: the accountable person for the indicator



* Comments: any outstanding issues regarding the indicator



## How to improve a KPI



To improve a KPI, you can ask these questions:



* Does it clearly define what constitutes success?



* Does it clearly relate to a strategic objective and key result (OKR)?



* Does it provide the information required to set SMART goals?



* Does it accurately portray progress and probability of achieving both long-term strategic objectives and near-term milestones?



* Does it identify the root causes of barriers?



* Does it focus the organization on the priority improvement needs?



* Does it drive the behavior and actions required to achieve the objectives?



* Does it align work with value?



## Indicators



* Quantitative indicators: can be presented with a number.



* Qualitative indicators: can't be presented as a number.



* Leading indicators: predict the outcome of a process



* Lagging indicators: present the success or failure post hoc



* Input indicators: measure the amount of resources consumed during the generation of the outcome



* Process indicators: represent the efficiency or the productivity of the process



* Output indicators: reflect the outcome or results of the process activities



* Practical indicators: interface with existing company processes.



* Directional indicators: specifying how something is changing, such as getting better or worse.



* Actionable indicators: sufficiently in an organization's control to effect change.



* Financial indicators: used in performance measurement and when looking at an operating index.



## Key Leading Indicator (KLI)



A Key Leading Indicator (KLI) is a KPI that tends to show up earliest.



## Key Performance Measure (KPM)



A Key Performance Measure (KPM) is how you measure a KPI.



## Measure vs. metric



There is overlap between a measure and a metric.



* A measure is concrete, usually measure one thing, and are quantitative in nature (e.g. I have five apples).



* A metric describe a quality and require a measurement baseline (I have five more apples than I did yesterday).



Examples:



* A measure can be useful for demonstrating workloads and activity



* A metric can be useful for evaluating compliance, processes effectiveness, and measuring success against established objectives.



## The 7 habits of highly effective KPI users



[Link](https://mitsloan.mit.edu/ideas-made-to-matter/digital-business-needs-new-kpis-heres-why-they-matter)



* KPIs help lead as well as manage. KPIs are more than just “numbers to hit”, they are metrics that help leaders anticipate the future and develop informed business plans.



* KPIs align the organization. Selecting the right KPIs gets everyone in the organization on the same page, with both people and processes aligned to better serve customers’ needs. 



* KPIs provide an integrated view of the customer. Framing KPIs around awareness and anticipation of customer needs enables firms to engage customers at various touchpoints.

    

* KPI components inform decision-making. Organizations with the capability to analyze KPI data in real-time are better positioned to adjust priorities than organizations that can only conduct a retrospective analysis.



* KPI data is shared across business units. Success depends on cross-functional collaboration. Data visibility plays an important part in this collaboration, as managers need to see how their actions impact KPIs.



* KPIs aren’t allowed to proliferate indiscriminately. There is no “magic number” of KPIs, but fewer is generally better: focus on KPIs that drive business growth, such as 3 enterprise KPIs and 3 functional KPIs.



* KPIs serve as data sets for machine learning.  KPIs can “teach” machine learning models in order to improve performance over time. This allows models to input transactional data, then solve for long-term values.



## Credits and links



* [PNMsoft KPI Examples](http://www.pnmsoft.com/resources/bpm-tutorial/key-performance-indicators/)



* [Metrics and Performance Measurement System for the Lean Enterprise](https://ocw.mit.edu/courses/aeronautics-and-astronautics/16-852j-integrating-the-lean-enterprise-fall-2005/lecture-notes/12_metrics.pdf)



* [Speed, Accuracy, Quality, and Joy: Four areas every product manager should focus on to increase their team intelligence](https://productcoalition.com/four-areas-every-product-manager-should-focus-on-to-increase-team-intelligence-829bb9e269e2)



* [Quora: What are good KPIs for programmers](https://www.quora.com/What-are-good-KPIs-for-programmers)



* [MIT Sloan: Leading With Next-Generation Key Performance Indicators](https://sloanreview.mit.edu/projects/leading-with-next-generation-key-performance-indicators/)