📊 Experience Metrics

Frameworks for measuring what has traditionally seemed unmeasurable — the quality of human experience — through data, feedback, and thoughtful analysis.

The Tyranny of Metrics

by Jerry Z. Muller • 2017

The pursuit of measurable accountability is corrupting exactly the institutions it claims to fix.

3.69

2k+

📉 Performance Metrics 🔄 Perverse Incentives 🎮 Gaming Metrics

The Tyranny of Metrics 88%

The pursuit of measurable accountability is corrupting exactly the institutions it claims to fix.

by Jerry Z. Muller 2017

3.69

2k+ ratings

📉 Performance Metrics 🔄 Perverse Incentives 🎮 Gaming Metrics

Web Analytics 2.0

by Avinash Kaushik • 2009

Your web data is lying to you. The framework that turns page views into decisions.

4.13

2k+

🖥️ Digital Analytics 🎯 Performance Indicators 🧪 Online Experimentation

Web Analytics 2.0 88%

Your web data is lying to you. The framework that turns page views into decisions.

by Avinash Kaushik 2009

4.13

2k+ ratings

🖥️ Digital Analytics 🎯 Performance Indicators 🧪 Online Experimentation

Key Performance Indicators

by David Parmenter • 2007

Most KPIs are decorative. How to find the 10 measures that actually move your company.

3.79

331

🎯 Performance Measurement ⚖️ Balanced Scorecard 📊 Business Metrics

Key Performance Indicators 88%

Most KPIs are decorative. How to find the 10 measures that actually move your company.

by David Parmenter 2007

3.79

331 ratings

🎯 Performance Measurement ⚖️ Balanced Scorecard 📊 Business Metrics

Lean Analytics

by Alistair Croll • 2013

Pick the right metric, ignore the rest: a stage-by-stage field guide to startup analytics.

4.11

8k+

🚀 Startup Strategy 📊 Business Metrics 🔄 Lean Methodology

Lean Analytics 88%

Pick the right metric, ignore the rest: a stage-by-stage field guide to startup analytics.

by Alistair Croll 2013

4.11

8k+ ratings

🚀 Startup Strategy 📊 Business Metrics 🔄 Lean Methodology

HBR Guide to Data Analytics Basics for Managers

by Harvard Business Review • 2018

The manager's checklist: what to verify before any number shapes your next decision.

3.86

383

🧱 Data-Driven Management 📖 Data Literacy 🎯 Metric Selection

HBR Guide to Data Analytics Basics for Managers Summary

HBR Guide to Data Analytics Basics for Managers 88%

The manager's checklist: what to verify before any number shapes your next decision.

by Harvard Business Review 2018

3.86

383 ratings

🧱 Data-Driven Management 📖 Data Literacy 🎯 Metric Selection

Beyond Measure

by James Vincent • 2022

The foot, the pound, the second: none are innocent. How measurement conquered the modern world.

3.85

1k+

🧱 History Of Measurement 🔢 Quantification 📏 Standardization

Beyond Measure 88%

The foot, the pound, the second: none are innocent. How measurement conquered the modern world.

by James Vincent 2022

3.85

1k+ ratings

🧱 History Of Measurement 🔢 Quantification 📏 Standardization

Key Performance Indicators For Dummies

by Bernard Marr • 2014

Most companies drown in data. A guide to picking the KPIs your strategy actually needs.

3.91

📏 Performance Measurement 📊 Business Metrics 🧭 Strategic Alignment

Key Performance Indicators For Dummies Summary

Key Performance Indicators For Dummies 88%

Most companies drown in data. A guide to picking the KPIs your strategy actually needs.

by Bernard Marr 2014

3.91

55 ratings

📏 Performance Measurement 📊 Business Metrics 🧭 Strategic Alignment

Measuring the User Experience

by Thomas Tullis • 2008

Three metrics that show exactly where users get stuck: task success, time, and errors.

4.08

567

📏 Ux Metrics 🧪 Usability Testing 🔬 Ux Research

Measuring the User Experience 87%

Three metrics that show exactly where users get stuck: task success, time, and errors.

by Thomas Tullis 2008

4.08

567 ratings

📏 Ux Metrics 🧪 Usability Testing 🔬 Ux Research

Big Data

by Bernard Marr • 2015

Most data projects fail because they start with data, not strategy. Five questions change that.

3.59

416

🎯 Data Strategy 📊 Business Analytics 📈 Performance Metrics

Big Data 87%

Most data projects fail because they start with data, not strategy. Five questions change that.

by Bernard Marr 2015

3.59

416 ratings

🎯 Data Strategy 📊 Business Analytics 📈 Performance Metrics

Whatever Happened to the Metric System?

by John Bemelmans Marciano • 2013

A tale of revolutions, divine measures, and why a global standard stopped at America's shores.

3.62

321

🔬 History Of Science 📏 History Of Measurement 🛡️ Cultural Resistance

Whatever Happened to the Metric System? Summary

Whatever Happened to the Metric System? 87%

A tale of revolutions, divine measures, and why a global standard stopped at America's shores.

by John Bemelmans Marciano 2013

3.62

321 ratings

🔬 History Of Science 📏 History Of Measurement 🛡️ Cultural Resistance

What Customers Crave

by Nicholas J. Webb • 2016

Good customer service is killing your business. The design-driven method that replaces it.

3.69

289

🧩 Customer Experience Design 🗺️ Customer Journey Mapping 🧈 Frictionless Service

What Customers Crave 87%

Good customer service is killing your business. The design-driven method that replaces it.

by Nicholas J. Webb 2016

3.69

289 ratings

🧩 Customer Experience Design 🗺️ Customer Journey Mapping 🧈 Frictionless Service

Designing Experiences

by J Robert Rossman • 2019

Turn any interaction into a journey: a design system from first anticipation to final memory.

3.97

159

🎨 Experience Design 💡 Design Thinking 🗺️ Journey Mapping

Designing Experiences 87%

Turn any interaction into a journey: a design system from first anticipation to final memory.

by J Robert Rossman 2019

3.97

159 ratings

🎨 Experience Design 💡 Design Thinking 🗺️ Journey Mapping

Experiential Marketing

by Bernd H. Schmitt • 1999

Stop selling features and benefits. Five experience types and the tools to build them.

3.85

112

🏷️ Brand Experience 🧩 Customer Experience 👁️ Sensory Marketing

Experiential Marketing 87%

Stop selling features and benefits. Five experience types and the tools to build them.

by Bernd H. Schmitt 1999

3.85

112 ratings

🏷️ Brand Experience 🧩 Customer Experience 👁️ Sensory Marketing

How to Measure Anything

by Douglas W. Hubbard • 1985

That thing you call immeasurable? Redefine measurement; the toolkit is simpler than anyone admits.

3.90

4k+

🧮 Business Analytics 📊 Decision Analysis 🔢 Statistical Thinking

How to Measure Anything 87%

That thing you call immeasurable? Redefine measurement; the toolkit is simpler than anyone admits.

by Douglas W. Hubbard 1985

3.90

4k+ ratings

🧮 Business Analytics 📊 Decision Analysis 🔢 Statistical Thinking

Project Management Metrics, KPIs, and Dashboards

by Harold R. Kerzner • 2011

Dashboards that stop projects from flying blind: the value metrics your Gantt chart leaves out.

4.01

109

📋 Project Management 📏 Performance Measurement 📊 Dashboard Design

Project Management Metrics, KPIs, and Dashboards Summary

Project Management Metrics, KPIs, and Dashboards 87%

Dashboards that stop projects from flying blind: the value metrics your Gantt chart leaves out.

by Harold R. Kerzner 2011

4.01

109 ratings

📋 Project Management 📏 Performance Measurement 📊 Dashboard Design

The Tiger That Isn't

by Michael Blastland • 2007

A 40% increase sounds alarming. Should it? The simple questions that make numbers tell the truth.

3.91

670

🧮 Statistical Literacy 🔍 Data Skepticism ⚠️ Risk Assessment

The Tiger That Isn't 87%

A 40% increase sounds alarming. Should it? The simple questions that make numbers tell the truth.

by Michael Blastland 2007

3.91

670 ratings

🧮 Statistical Literacy 🔍 Data Skepticism ⚠️ Risk Assessment

Outside In

by Harley Manning • 2012

Customer experience is the moat competitors can't copy. A complete blueprint for engineering yours.

3.93

835

🛎️ Customer Experience 🎨 Service Design 🗺️ Journey Mapping

Outside In 87%

Customer experience is the moat competitors can't copy. A complete blueprint for engineering yours.

by Harley Manning 2012

3.93

835 ratings

🛎️ Customer Experience 🎨 Service Design 🗺️ Journey Mapping

Experiential Marketing

by Kerry Smith • 2016

How to turn live events into content factories that build brands and pay for themselves.

4.18

🎪 Event Marketing 🎨 Experience Design 📖 Brand Storytelling

Experiential Marketing 87%

How to turn live events into content factories that build brands and pay for themselves.

by Kerry Smith 2016

4.18

11 ratings

🎪 Event Marketing 🎨 Experience Design 📖 Brand Storytelling

Designing a Successful KM Strategy

by Stephanie Barnes • 2014

Most KM strategies collect dust. The playbook for making one leadership champions, not shelves.

4.10

🧠 Knowledge Management 🏢 Organizational Development 🗺️ Strategy Design

Designing a Successful KM Strategy Summary

Designing a Successful KM Strategy 87%

Most KM strategies collect dust. The playbook for making one leadership champions, not shelves.

by Stephanie Barnes 2014

4.10

29 ratings

🧠 Knowledge Management 🏢 Organizational Development 🗺️ Strategy Design

A Seat at the Table and The Art of Business Value

by Mark Schwartz • 2017

Shipping features isn't delivering value. A CIO on what Agile gets wrong about ROI.

4.23

785

📦 Value Delivery 💻 IT Leadership 🎯 Outcome Over Output

A Seat at the Table and The Art of Business Value Summary

A Seat at the Table and The Art of Business Value 87%

Shipping features isn't delivering value. A CIO on what Agile gets wrong about ROI.

by Mark Schwartz 2017

4.23

785 ratings

📦 Value Delivery 💻 IT Leadership 🎯 Outcome Over Output

Information Is Beautiful

by David McCandless • 2001

Concept is the secret: why a simple, clever data drawing can reveal more than a supercomputer.

4.12

4k+

📊 Data Visualization 🎨 Data Art 👁️ Visual Literacy

Information Is Beautiful 87%

Concept is the secret: why a simple, clever data drawing can reveal more than a supercomputer.

by David McCandless 2001

4.12

4k+ ratings

📊 Data Visualization 🎨 Data Art 👁️ Visual Literacy

Six Sigma for Managers

by Greg Brue • 2002

The data-driven playbook for cutting defects to near zero and making those gains stick.

3.25

138

🌀 Continuous Improvement 📊 Data-Driven Decisions ⚙️ Total Quality Management

Six Sigma for Managers 87%

The data-driven playbook for cutting defects to near zero and making those gains stick.

by Greg Brue 2002

3.25

138 ratings

🌀 Continuous Improvement 📊 Data-Driven Decisions ⚙️ Total Quality Management

Translating Knowledge Management Visions into Strategies

by Monique Ceruti • 2019

Make knowledge management pay off: align with strategy, build a sharing culture, measure impact.

🧠 Knowledge Management 🎯 Organizational Strategy 🔄 Change Management

Translating Knowledge Management Visions into Strategies Summary

Translating Knowledge Management Visions into Strategies 87%

Make knowledge management pay off: align with strategy, build a sharing culture, measure impact.

by Monique Ceruti 2019

🧠 Knowledge Management 🎯 Organizational Strategy 🔄 Change Management

Happy Moments

by Meik Wiking • 2019

Your brain remembers firsts and emotional peaks. A happiness researcher on giving it more of both.

3.88

7k+

🧠 Memory Formation 🧪 Happiness Research ⛰️ Peak Experiences

Happy Moments 86%

Your brain remembers firsts and emotional peaks. A happiness researcher on giving it more of both.

by Meik Wiking 2019

3.88

7k+ ratings

🧠 Memory Formation 🧪 Happiness Research ⛰️ Peak Experiences

Evidence-Guided

by Itamar Gilad • 2023

Why most product teams ship the wrong features, and the framework that stops them.

4.46

178

🧭 Product Management 🚀 Lean Startup 🎯 OKRs

Evidence-Guided 86%

Why most product teams ship the wrong features, and the framework that stops them.

by Itamar Gilad 2023

4.46

178 ratings

🧭 Product Management 🚀 Lean Startup 🎯 OKRs

Notes from a Friend

by Anthony Robbins • 1995

You are punishing loyal customers for the crimes of the 1 percent. A five-step reset.

3.97

2k+

🎯 Customer Experience 🧩 Service Design 🏷️ Brand Strategy

Notes from a Friend 86%

You are punishing loyal customers for the crimes of the 1 percent. A five-step reset.

by Anthony Robbins 1995

3.97

2k+ ratings

🎯 Customer Experience 🧩 Service Design 🏷️ Brand Strategy

Google Analytics

by Justin Cutroni • 2007

Turn Google Analytics from a hit counter into a decision engine with the right setup.

3.72

129

📊 Web Analytics 📈 Marketing Analytics 🎯 Conversion Optimization

Google Analytics 86%

Turn Google Analytics from a hit counter into a decision engine with the right setup.

by Justin Cutroni 2007

3.72

129 ratings

📊 Web Analytics 📈 Marketing Analytics 🎯 Conversion Optimization

25 Need-To-Know Key Performance Indicators

by Bernard Marr • 2014

Twenty-five metrics every manager needs: what they measure, why they matter, and when to act.

3.91

🎯 Performance Measurement 👥 Customer Analytics 📊 Financial Ratios

25 Need-To-Know Key Performance Indicators Summary

25 Need-To-Know Key Performance Indicators 86%

Twenty-five metrics every manager needs: what they measure, why they matter, and when to act.

by Bernard Marr 2014

3.91

35 ratings

🎯 Performance Measurement 👥 Customer Analytics 📊 Financial Ratios

The Power of Moments

by Chip Heath • 2017

You can engineer life's peak moments. The four ingredients behind experiences people never forget.

4.11

26k+

🏔️ Peak Experiences 🎨 Experience Design 🏢 Organizational Culture

The Power of Moments 86%

You can engineer life's peak moments. The four ingredients behind experiences people never forget.

by Chip Heath 2017

4.11

26k+ ratings

🏔️ Peak Experiences 🎨 Experience Design 🏢 Organizational Culture

Outcomes Over Output

by Josh Seiden • 2019

Stop asking what to build and start asking what your customers should do differently.

4.33

2k+

🧭 Product Management 🚀 Lean Startup 🛠️ Jobs To Be Done

Outcomes Over Output 86%

Stop asking what to build and start asking what your customers should do differently.

by Josh Seiden 2019

4.33

2k+ ratings

🧭 Product Management 🚀 Lean Startup 🛠️ Jobs To Be Done

Keeping Up with the Quants

by Thomas H. Davenport • 2013

You hired the quants. Now learn the questions that turn their numbers into decisions.

3.57

585

🏢 Data-Driven Management 📊 Business Analytics 🧮 Quantitative Thinking

Keeping Up with the Quants 86%

You hired the quants. Now learn the questions that turn their numbers into decisions.

by Thomas H. Davenport 2013

3.57

585 ratings

🏢 Data-Driven Management 📊 Business Analytics 🧮 Quantitative Thinking

Authenticity

by James H. Gilmore • 2007

Everything sold is manufactured, including authenticity. The winners manage the perception of real.

3.69

222

🎟️ Experience Economy 👁️ Brand Perception 🎭 Perceived Authenticity

Authenticity 86%

Everything sold is manufactured, including authenticity. The winners manage the perception of real.

by James H. Gilmore 2007

3.69

222 ratings

🎟️ Experience Economy 👁️ Brand Perception 🎭 Perceived Authenticity

The Experience Economy

by James H. Gilmore • 1999

Goods became services. Now services are becoming experiences. The next step: transformations.

3.80

3k+

🎨 Experience Design 💬 Customer Experience 🎯 Experiential Marketing

The Experience Economy 86%

Goods became services. Now services are becoming experiences. The next step: transformations.

by James H. Gilmore 1999

3.80

3k+ ratings

🎨 Experience Design 💬 Customer Experience 🎯 Experiential Marketing

How to Measure Anything Workbook

by Douglas W. Hubbard • 2014

Why everything is measurable and how to do it: a toolkit for turning uncertainties into dollars.

4.08

219

📏 Intangible Measurement 🎲 Uncertainty Reduction 📊 Decision Analysis

How to Measure Anything Workbook Summary

How to Measure Anything Workbook 86%

Why everything is measurable and how to do it: a toolkit for turning uncertainties into dollars.

by Douglas W. Hubbard 2014

4.08

219 ratings

📏 Intangible Measurement 🎲 Uncertainty Reduction 📊 Decision Analysis

Creating Superfans

by Brittany Hodak • 2023

You can't buy devotion, only earn it: a system for turning indifference into lifelong advocacy.

4.37

260

🛎️ Customer Experience 💎 Customer Loyalty ✨ Experience Design

Creating Superfans 86%

You can't buy devotion, only earn it: a system for turning indifference into lifelong advocacy.

by Brittany Hodak 2023

4.37

260 ratings

🛎️ Customer Experience 💎 Customer Loyalty ✨ Experience Design

Customer Obsessed

by Eric Berridge • 2016

Customer experience fails in a silo. The fix spans design, data, diversity, and employee engagement.

3.21

🤝 Customer Experience 👥 Employee Engagement 📊 Data-Driven Business

Customer Obsessed 86%

Customer experience fails in a silo. The fix spans design, data, diversity, and employee engagement.

by Eric Berridge 2016

3.21

48 ratings

🤝 Customer Experience 👥 Employee Engagement 📊 Data-Driven Business

The Right It

by Alberto Savoia • 2019

Skill can't save an unwanted idea. Fast, cheap experiments that test market demand before building.

4.30

850

🚀 Startup Methodology ✅ Product Validation 🧪 Lean Experimentation

The Right It 86%

Skill can't save an unwanted idea. Fast, cheap experiments that test market demand before building.

by Alberto Savoia 2019

4.30

850 ratings

🚀 Startup Methodology ✅ Product Validation 🧪 Lean Experimentation

Be Our Guest

by Walt Disney Company • 2001

Behind Disney's legendary guest experience is a practical system any organization can adopt.

3.90

5k+

🎯 Customer Experience 📐 Service Design 🏨 Hospitality Management

Be Our Guest 86%

Behind Disney's legendary guest experience is a practical system any organization can adopt.

by Walt Disney Company 2001

3.90

5k+ ratings

🎯 Customer Experience 📐 Service Design 🏨 Hospitality Management

Bursts

by Albert-László Barabási • 2010

Why your email bursts, your travels repeat, and history rhymes: one hidden law of priority.

3.30

1k+

🕸️ Complex Systems 🔗 Network Science 📉 Power Laws

Bursts 86%

Why your email bursts, your travels repeat, and history rhymes: one hidden law of priority.

by Albert-László Barabási 2010

3.30

1k+ ratings

🕸️ Complex Systems 🔗 Network Science 📉 Power Laws

That Will Never Work

by Marc Randolph • 2019

A single mailed CD, and the decade of near-failure it took to build Netflix.

4.22

17k+

📖 Startup Memoirs 💻 Tech Startups 📦 Subscription Models

That Will Never Work 86%

A single mailed CD, and the decade of near-failure it took to build Netflix.

by Marc Randolph 2019

4.22

17k+ ratings

📖 Startup Memoirs 💻 Tech Startups 📦 Subscription Models

The Quantified Self

by Deborah Lupton • 2016

Your fitness tracker feeds a digital economy that profits from your body's data.

3.81

📊 Digital Self-Tracking 👁️ Data And Surveillance 🔍 Critical Data Studies

The Quantified Self 86%

Your fitness tracker feeds a digital economy that profits from your body's data.

by Deborah Lupton 2016

3.81

86 ratings

📊 Digital Self-Tracking 👁️ Data And Surveillance 🔍 Critical Data Studies

Street-Fighting Mathematics

by Sanjoy Mahajan • 2010

A toolkit for rough-and-ready problem solving: estimate with units, symmetry, and clever shortcuts.

3.74

236

✏️ Back-Of-The-Envelope 📏 Dimensional Analysis 💡 Heuristic Reasoning

Street-Fighting Mathematics 86%

A toolkit for rough-and-ready problem solving: estimate with units, symmetry, and clever shortcuts.

by Sanjoy Mahajan 2010

3.74

236 ratings

✏️ Back-Of-The-Envelope 📏 Dimensional Analysis 💡 Heuristic Reasoning

Data Strategy

by Bernard Marr • 2017

Profit from the data firehose: pick the right data, build a company that acts on it.

3.77

418

📊 Data Strategy 📈 Business Intelligence 💾 Big Data

Data Strategy 86%

Profit from the data firehose: pick the right data, build a company that acts on it.

by Bernard Marr 2017

3.77

418 ratings

📊 Data Strategy 📈 Business Intelligence 💾 Big Data

Uncommon Service

by Frances Frei • 2012

The counterintuitive rule of service: to be great, you must first decide where to be bad.

4.01

784

🎨 Service Design 🧑‍🤝‍🧑 Customer Experience ⚖️ Strategic Trade-Offs

Uncommon Service 86%

The counterintuitive rule of service: to be great, you must first decide where to be bad.

by Frances Frei 2012

4.01

784 ratings

🎨 Service Design 🧑‍🤝‍🧑 Customer Experience ⚖️ Strategic Trade-Offs

Don't Trust Your Gut

by Seth Stephens-Davidowitz • 2022

Intuition fails at love, wealth, and happiness. Here is what millions of data points say instead.

3.79

2k+

🧠 Data-Driven Life 📊 Behavioral Economics 😊 Happiness Research

Don't Trust Your Gut 86%

Intuition fails at love, wealth, and happiness. Here is what millions of data points say instead.

by Seth Stephens-Davidowitz 2022

3.79

2k+ ratings

🧠 Data-Driven Life 📊 Behavioral Economics 😊 Happiness Research

Data-Driven Marketing

by Mark Jeffery • 2010

Fifteen metrics for speaking the CFO's language and proving marketing's worth in hard numbers.

3.90

889

📈 Marketing Analytics 💰 Marketing ROI 🧑‍💼 Customer Lifetime Value

Data-Driven Marketing 86%

Fifteen metrics for speaking the CFO's language and proving marketing's worth in hard numbers.

by Mark Jeffery 2010

3.90

889 ratings

📈 Marketing Analytics 💰 Marketing ROI 🧑‍💼 Customer Lifetime Value

Accelerate

by Nicole Forsgren • 2018

Elite software teams ship fast and break nothing. Four metrics from years of research explain how.

4.05

8k+

⚙️ Devops 👷 Engineering Management 🚀 Continuous Delivery

Accelerate 86%

Elite software teams ship fast and break nothing. Four metrics from years of research explain how.

by Nicole Forsgren 2018

4.05

8k+ ratings

⚙️ Devops 👷 Engineering Management 🚀 Continuous Delivery

The Customer Service Revolution

by John R. DiJulius • 2015

A systematic playbook for customer experiences so good your customers stop asking about price.

4.04

279

🎯 Customer Experience ✨ Service Excellence 💪 Employee Empowerment

The Customer Service Revolution 86%

A systematic playbook for customer experiences so good your customers stop asking about price.

by John R. DiJulius 2015

4.04

279 ratings

🎯 Customer Experience ✨ Service Excellence 💪 Employee Empowerment

Sexy Little Numbers

by Dimitri Maex • 2012

Your database hides your most profitable customers. A data-driven method for finding them.

3.80

235

🎯 Data-Driven Marketing 📊 Customer Analytics 💰 Marketing Roi

Sexy Little Numbers 86%

Your database hides your most profitable customers. A data-driven method for finding them.

by Dimitri Maex 2012

3.80

235 ratings

🎯 Data-Driven Marketing 📊 Customer Analytics 💰 Marketing Roi

Practical Statistics for Data Scientists

by Peter Bruce • 2017

The statistical methods data scientists use daily, from boxplots to bootstrap, minus the proofs.

4.02

545

🛠️ Practical Data Science 📈 Applied Statistics 🔍 Exploratory Data Analysis

Practical Statistics for Data Scientists Summary

Practical Statistics for Data Scientists 86%

The statistical methods data scientists use daily, from boxplots to bootstrap, minus the proofs.

by Peter Bruce 2017

4.02

545 ratings

🛠️ Practical Data Science 📈 Applied Statistics 🔍 Exploratory Data Analysis

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