Quantifying the User Experience: Practical Statistics for User Research
Autor Jeff Sauro, James R. Lewisen Limba Engleză Paperback – 8 aug 2016
This book provides a foundation for statistical theories and the best practices needed to apply them. The authors draw on decades of statistical literature from human factors, industrial engineering, and psychology, as well as their own published research, providing both concrete solutions (Excel formulas and links to their own web-calculators), along with an engaging discussion on the statistical reasons why tests work and how to effectively communicate results. Throughout this new edition, users will find updates on standardized usability questionnaires, a new chapter on general linear modeling (correlation, regression, and analysis of variance), with updated examples and case studies throughout.
- Completely updated to provide practical guidance on solving usability testing problems with statistics for any project, including those using Six Sigma practices
- Includes new and revised information on standardized usability questionnaires
- Includes a completely new chapter introducing correlation, regression, and analysis of variance
- Shows practitioners which test to use, why they work, and best practices for application, along with easy-to-use Excel formulas and web-calculators for analyzing data
- Recommends ways for researchers and practitioners to communicate results to stakeholders in plain English
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Specificații
ISBN-13: 9780128023082
ISBN-10: 0128023082
Pagini: 350
Dimensiuni: 191 x 235 x 21 mm
Greutate: 0.71 kg
Ediția:2
Editura: ELSEVIER SCIENCE
ISBN-10: 0128023082
Pagini: 350
Dimensiuni: 191 x 235 x 21 mm
Greutate: 0.71 kg
Ediția:2
Editura: ELSEVIER SCIENCE
Cuprins
1. Introduction and How to Use This Book 2. Quantifying User Research 3. How Precise Are Our Estimates? Confidence Intervals4. Did We Meet or Exceed Our Goal? 5. Is There a Statistical Difference between Designs?6. What Sample Sizes Do We Need? Part 1: Summative Studies 7. What Sample Sizes Do We Need? Part 2: Formative Studies 8. Standard Usability Questionnaires 9. Six Enduring Controversies in Measurement and Statistics10. Correlation, Regression, and the Analysis of Variance 11. Wrapping Up
Recenzii
"I will use this second edition as a reference when I need to find the latest thinking about UX measurement and when I teach statistics again it will be my first choice." --From the foreword by Joe Dumas, User Experience Consultant
"Sauro and Lewis are the acknowledged leaders in the quantitative assessment of usability, and their combined wisdom is ably reflected in the second edition of this book. Serious practitioners of usability science will find this book a valuable addition to the highly qualitative texts that are currently available." --Philip Kortum, Rice University
"To-Do list for the UX Field to become a true discipline: • Develop a rich collection of user-centered design methods [CHECK].• Drive understanding of the importance of UX into most design/development teams [CHECK]. • Advocate for and educate about how to implement a serious, empirical, practical approach to gathering and analyzing user data. [Thanks to the career-long work of Sauro and Lewis, culminating in this book, we can now say . . . CHECK.]" – Randolph G. Bias, Professor, School of Information, The University of Texas at Austin
"Sauro and Lewis are the acknowledged leaders in the quantitative assessment of usability, and their combined wisdom is ably reflected in the second edition of this book. Serious practitioners of usability science will find this book a valuable addition to the highly qualitative texts that are currently available." --Philip Kortum, Rice University
"To-Do list for the UX Field to become a true discipline: • Develop a rich collection of user-centered design methods [CHECK].• Drive understanding of the importance of UX into most design/development teams [CHECK]. • Advocate for and educate about how to implement a serious, empirical, practical approach to gathering and analyzing user data. [Thanks to the career-long work of Sauro and Lewis, culminating in this book, we can now say . . . CHECK.]" – Randolph G. Bias, Professor, School of Information, The University of Texas at Austin