Measuring Success: Metrics vs KPIs in Organizations
Metrics vs KPIs: Metrics measure anything; KPIs measure what matters for goals. Leading indicators predict future; lagging indicators show past...
February 2026
How Goodhart's Law Breaks Metrics
When a measure becomes a target, it ceases to be a good measure. People optimize for metrics, not goals, creating distortion and gaming.
KPIs Explained Without Buzzwords
KPIs (Key Performance Indicators) are the few metrics that actually matter for your goals. Not all metrics are KPIs—only those that drive real...
Vanity Metrics vs Meaningful Metrics
Vanity metrics look impressive but don't drive decisions: total users, page views. Meaningful metrics change behavior: active users, retention,...
Quantitative vs Qualitative Metrics
Quantitative metrics measure numbers like revenue and time. Qualitative metrics assess quality like feedback and satisfaction.
Why Metrics Often Mislead
Metrics mislead through gaming the numbers, proxy failure not representing what matters, context loss, and aggregation hiding important details.
What Should Be Measured and Why
Measure what drives outcomes, not what's easy to measure. Focus on outcomes over activities, and use leading indicators to predict future results.
December 2025
Understanding Analytics Tools for Your Data Needs
Analytics tool categories: Web analytics for traffic and behavior, product analytics for user actions, business intelligence for reporting and...
October 2025
Productivity Metrics: Measuring Impact Beyond Activity
Productivity metrics: measure outcomes and results achieved, not activities like hours worked or tasks completed. Focus on impact, not busyness.
Key Project Metrics That Predict Success
Most project dashboards track vanity numbers that hide real problems. Learn which metrics predict delivery and which ones you are wasting time...
August 2025
Key Issues in Measurement and Metrics
Measurement problems: measuring easy metrics instead of important ones like lines of code versus value, and Goodhart's Law where metrics become...
July 2025
Metrics and Measurement: Importance in Performance
Metrics quantify performance. They create visibility, enable improvement through tracking, establish accountability, and drive behavior toward...
Metrics That Destroyed Performance: Case Studies
UK hospitals held patients in ambulances to meet four-hour emergency room targets. Teaching to test scores narrowed education focus.
Metrics Design Checklist
Metrics design checklist: Is it aligned with goals? Actionable and influenceable? Gameable by cheating? Leading or lagging indicator?
KPIs vs OKRs: Key Differences Explored
KPIs measure ongoing operational health with stable metrics. OKRs drive ambitious goals through objectives and key results focused on growth and...
Qualitative vs Quantitative Metrics
Quantitative metrics use numbers that are scalable and objective but miss context. Qualitative metrics use stories rich in context but subjective.
June 2025
How Metrics Influence Behavior
Metrics create visibility making performance transparent. Accountability follows visibility.
The Evolution of Metrics in Science and Management
Scientific management quantified work. Accounting standardized financial measurement. Modern analytics expanded to all aspects of organizational...
Step-by-Step: Designing Effective Metrics
Keep simple with three to five key metrics. Make actionable so measurement drives improvement. Align with goals avoiding distortion.
May 2025
What Is a KPI: Key Performance Indicators Explained
A KPI (Key Performance Indicator) is a measurable value that shows how effectively an organization is achieving its most important goals.
October 2024
Understanding Goodhart's Law and Its Consequences
Goodhart's Law states that when a measure becomes a target, it ceases to be a good measure. Learn how gaming metrics destroys value — and how to...
December 2023
Analyzing Campbell's Law and Its Implications
Campbell's Law states that the more a quantitative measure is used for high-stakes decisions, the more it corrupts the process it was meant to...
February 2023
The Net Promoter Score (NPS): Does It Work?
NPS measures customer loyalty with a single question. Learn how it's calculated, what the research says about its validity, and when to use...
August 2022
The Cobra Effect: Risks in Gaming Metrics
When employees optimize for KPIs instead of goals, metrics lose their meaning. Learn how metric gaming happens, why it's rational, and how to...