UX Research at Scale: Surveys, Analytics, Online Testing (Coursera)

UX Research at Scale: Surveys, Analytics, Online Testing (Coursera)

This UX course will provide an overview of survey methodology from the perspective of UX research. UX surveys typically focus on uncovering user needs, connecting needs to user characteristics, and gaining insight into user attitudes towards systems they use. In this course, learners will learn the basics of UX survey research and conduct a survey of their own design!

Class Deals by MOOC List - Click here and see Coursera's Active Discounts, Deals, and Promo Codes.

Learners will be introduced to techniques for gaining UX insights from large numbers of users, including web analytics, A/B testing, and remote unmoderated studies. We will discuss how these techniques work, when they can be applied, and what can be learned by using them.

What You’ll Learn:
-Learn how web analytics works and how to analyze analytics data
-Understand how to develop A-B tests, before/after, and multivariate experiments
-Learn how to set up and analyze remote unmoderated testing studies
-Analyze and report on large scale user experience studies Learn about the different types and uses of surveys in UX research
-Understand the survey population: when to sample, when to recruit
-Develop a survey instrument that meets your requirements
-Analyze and report on surveys
-Learn to critique user surveys

Course 5 of 6 in the User Experience Research and Design Specialization.

Syllabus

WEEK 1: When and How to Use Surveys
WEEK 2: Asking the Right People (Coverage Error)
WEEK 3: Getting Answers (Nonresponse error)
WEEK 4: Writing Questions (Measurement Error)
WEEK 5: About Research at Scale
WEEK 6: Behavioral Analytics
WEEK 7: Remote Testing
WEEK 8: A/B Testing and Preference Testing

Go to Class
MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Related Courses

UX Web Design: Build User-Centric Websites (Coursera) Coursera
Northeastern University

UX Web Design: Build User-Centric Websites (Coursera)

Welcome to UX Web Design: Build User-Centric Websites. Jumpstart your journey in UX design with this course, blending theory and practice to teach you the essentials. Learn key UX principles, align products with user needs, and dive into user research to craft intuitive and engaging digital experiences. Gain hands-on experience in creating wireframes and prototypes, using tools like Balsamiq to bring your designs to life. This course sets the foundation for anyone looking to create user-centered websites and apps, providing the skills needed to innovate and meet user expectations effectively.

Oct 26th 2026
5-12 Weeks
Foundations of mining non-structured medical data (Coursera) Coursera
EIT Digital

Foundations of mining non-structured medical data (Coursera)

The goal of this course is to understand the foundations of Big Data and the data that is being generated in the health domain and how the use of technology would help to integrate and exploit all those data to extract meaningful information that can be later used in different sectors of the health domain from physicians to management, from patients to care givers, etc.

Oct 19th 2026
5-12 Weeks
Text Mining and Analytics (Coursera) Coursera
University of Illinois at Urbana-Champaign

Text Mining and Analytics (Coursera)

This course will cover the major techniques for mining and analyzing text data to discover interesting patterns, extract useful knowledge, and support decision making, with an emphasis on statistical approaches that can be generally applied to arbitrary text data in any natural language with no or minimum human effort.

Oct 19th 2026
5-12 Weeks
Case studies in business analytics with ACCENTURE (Coursera) Coursera
ESSEC Business School

Case studies in business analytics with ACCENTURE (Coursera)

This course is RESTRICTED TO LEARNERS ENROLLED IN Strategic Business Analytics SPECIALIZATION as a preparation to the capstone project. During the first two MOOCs, we focused on specific techniques for specific applications. Instead, with this third MOOC, we provide you with different examples to open your mind to different applications from different industries and sectors. The objective is to give you an helicopter overview on what's happening in this field. You will see how the tools presented in the two previous courses of the Specialization are used in real life projects.

Oct 19th 2026
3 Weeks
Introduction to UX Design MasterTrack Certificate Program (Coursera) Coursera
University of Minnesota

Introduction to UX Design MasterTrack Certificate Program (Coursera)

User experience is a highly in-demand field which requires a holistic understanding of the design process. This course is a "sample" of the UX Design MasterTrack certificate program. You will have the opportunities to explore core topics in UX including Ethics and Research, User Research, User Testing, and Visual Literacy as four modules.

Oct 26th 2026
5-12 Weeks
Sourcing Analytics (Coursera) Coursera
Rutgers University

Sourcing Analytics (Coursera)

From 2007 to 2010, Apple made $27 billion from iPhone with a profit of $15.6 billion. Apple could not achieve this success without its global sourcing strategy. However, one of Apple’s key suppliers, Samsung Electronics, became a competitor and used its cost advantage to over-take Apple in the global market. Meanwhile, many new suppliers and products are emerging constantly. To continue the success, Apple must explore the global markets to identify and select new suppliers that are capable, inexpensive and financially robust. The question is, how to do it right for this year?

Oct 26th 2026
4 Weeks
Questionnaire Design for Social Surveys (Coursera) Coursera
University of Michigan

Questionnaire Design for Social Surveys (Coursera)

This course will cover the basic elements of designing and evaluating questionnaires. We will review the process of responding to questions, challenges and options for asking questions about behavioral frequencies, practical techniques for evaluating questions, mode specific questionnaire characteristics, and review methods of standardized and conversational interviewing.

Oct 19th 2026
5-12 Weeks
Visual Elements of User Interface Design (Coursera) Coursera
California College of the Arts

Visual Elements of User Interface Design (Coursera)

This design-centric course examines the broad question of what an interface is and what role a designer plays in creating a user interface. Learning how to design and articulate meaning using color, type, and imagery is essential to making interfaces function clearly and seamlessly. Through a series of lectures and visual exercises, you will focus on the many individual elements and components that make up the skillset of an interface designer. By the end of this course, you will be able to describe the key formal elements of clear, consistent, and intuitive UI design, and apply your learned skills to the design of a static screen-based interface.

Oct 19th 2026
4 Weeks
Data Analytics for Lean Six Sigma (Coursera) Coursera
University of Amsterdam

Data Analytics for Lean Six Sigma (Coursera)

Welcome to this course on Data Analytics for Lean Six Sigma. In this course you will learn data analytics techniques that are typically useful within Lean Six Sigma improvement projects. At the end of this course you are able to analyse and interpret data gathered within such a project. You will be able to use Minitab to analyse the data. I will also briefly explain what Lean Six Sigma is.

Oct 26th 2026
5-12 Weeks
Social Media Data Analytics (Coursera) Coursera
University of Washington

Social Media Data Analytics (Coursera)

Learner Outcomes: After taking this course, you will be able to: utilize various Application Programming Interface (API) services to collect data from different social media sources such as YouTube, Twitter, and Flickr; process the collected data - primarily structured - using methods involving correlation, regression, and classification to derive insights about the sources and people who generated that data; analyze unstructured data - primarily textual comments - for sentiments expressed in them; use different tools for collecting, analyzing, and exploring social media data for research and development purposes.

Oct 19th 2026
4 Weeks