Unleashing the Power of UX Analytics: Proven techniques and strategies for uncovering user insights to deliver a delightful user experience

Cover Page....2

Table of Contents....3

Preface....5

Part 1: Introduction to UX Analytics....12

Chapter 1: Understanding the Fundamentals of User Experience....13

Getting familiar with UX....13

Busting the myths about UX....16

Understanding the differences between UI and UX....17

Who does UX?....18

Summary....20

Chapter 2: Just What Do We Mean by Analytics?....22

What UX analytics entails....22

Understanding the impact of analytics on successful UX projects....26

Exploring the common types of metrics....27

Summary....29

Chapter 3: Using Analytics Effectively for Successful UX Projects....31

Knowing the goal before getting started....31

Understanding how analytics is like a roadmap....33

Mastering quantitative and qualitative analytics....36

Doing the readout – showing stakeholders the findings....39

Summary....44

Chapter 4: Achieving Success through a Repeatable Process....45

Discovering the power of a repeatable process....46

Understanding how people think....51

Laying the groundwork – the importance of a strong foundation....52

Documenting it all....53

Part 2: Goals....56

Chapter 5: North Star Statement – Your Greenlit Marching Orders....57

The North Star statement writing formula....58

Testing the statement for feasibility....65

The need for iteration with research....68

Summary....69

Chapter 6: Change Management: It’s Not Just about the Systems, It’s about the People....71

Understanding the hard truths....72

Taking baby steps to finish strong....75

Evangelizing the benefits....81

Summary....84

Part 3: Research....85

Chapter 7: Design Thinking: Understanding the Core Problem-Solving Tool in a UX Practice....86

Exploring the core processes of design thinking....86

Attributes of successful interviews....94

Mastering the fundamentals of discovery session facilitation....100

Summary....102

Chapter 8: Interviews and Personas – Best Practices for Quick and Efficient User Understanding....104

Getting comfortable with an interview protocol....105

Dissecting the stakeholder interview and persona....107

Grasping the user interviews and personas....116

The importance of interviewing one person at a time....124

Summary....125

Chapter 9: Surveys – A High-Level, Broad-Stroke Tool for Quick Direction....127

Defining your audience....127

Writing and rewriting the questions....129

Gathering and synthesizing the resulting data....138

Summary....139

Chapter 10: UX Metrics – The Story of Operational Measurement....141

Quick review of quantitative and qualitative metrics....142

Visualizing research results for maximum influence....147

Utilizing ‘why’ and ‘how’ in managerial decision-making....152

Summary....158

Chapter 11: Live by Your Data, Die by Your Data....160

Data – the beating heart of business....161

Getting a sense of the scope....167

Finding out what matters....170

Understanding how your stakeholders want to see data....174

Investigating gaps and missing data....178

Summary....182

Chapter 12: The Tools It Takes to Gather and Consolidate Information....184

A brief overview of UX analytics tools....184

Determining what is best for your needs....191

Quantifying findings for reports....195

Summary....199

Part 4: Strategy....200

Chapter 13: Digital Transformation – An Enterprise Use of UX Analytics....201

The need for digital transformation....201

How UX analytics supports the plan....208

The leadership team....213

Summary....232

Chapter 14: Content Strategy and Analysis – an Analytics-Based, User-Centric Approach....235

Understanding the difference between content and data....236

Using a taxonomy to understand content structure....242

Utilizing your analytics work for content strategy....250

Summary....253

Part 5: Tactics....254

Chapter 15: Deliverables – You Wrapped the Research, Now What Do You Present?....256

Importance of standardizing deliverables....257

Delving into parts that can be flexible but not compromised....266

Mastering the research readout....269

Summary....272

Chapter 16: Data Visualization – the Power of Visuals to Help with Cognition and Decisions....274

Data visualization for quick insights....274

Static versus interactive visualizations....288

Moving toward predictive and prescriptive analysis....302

Summary....311

Chapter 17: Heuristics – How We Measure Application Usability....313

Getting to know application heuristics....314

Exploring the Nielsen Norman Usability Heuristics Platform....317

Making use of other types of evaluation....326

Summary....333

In conclusion and thanks....333

Index....335

Why subscribe?....355

Other Books You May Enjoy....356

Packt is searching for authors like you....362

Share Your Thoughts....362

Download a free PDF copy of this book....363

UX analytics is a field that recognizes the significance of understanding human behavior and emotions in designing user experiences. It goes beyond mere metrics and embraces a people-centric approach. With the help of this comprehensive guide, you’ll acquire essential skills, knowledge, and techniques to establish a top-notch UX analytics practice.

Unleashing the Power of UX Analytics will equip you with the strategies and tactics necessary to effectively collect, analyze, and interpret data, empowering you to make informed decisions that enhance the overall user experience. It emphasizes the importance of empathy in comprehending user needs and desires, enabling you to create meaningful and impactful design solutions. As you advance, this book walks you through the entire UX analytics process, from setting goals and defining key performance indicators (KPIs) to implementing various research methods and tools. You'll gain insights into user interview best practices, usability testing, and techniques for gathering qualitative and quantitative data.

Armed with the knowledge of data analysis and interpretation, you'll be able to uncover patterns, trends, and user preferences to make data-driven decisions.

What you will learn

• Understand the significance of analytics in successful UX projects
• Apply design thinking as a problem-solving tool in a UX practice
• Explore taxonomies, dashboards, KPIs, and data visualizations to understand data enterprise in depth
• Discover key considerations to determine which UX analytics tools are best for your projects
• Craft a North Star statement and understand how it guides your work
• Design and deliver the best research findings collateral
• Get to grips with heuristics and performing the effective evaluations

Who this book is for

This book is for product managers, UX researchers, designers, and anyone involved in UX and business development, both in management roles and as individual contributors. If you are looking to master the methodologies, principles, and best practices for driving product design decisions through UX analytics, this book is absolutely the right pick for you. While a basic understanding of user experience principles is beneficial, it is not a prerequisite, as everything you need to know will be explained.