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Designing, Running, and Analyzing Experiments
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Designing, Running, and Analyzing Experiments

This course is part of Interaction Design.

Course Cost

Free course

Intermediate

Skill Level

11 Hours

Self-paced lessons

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Interaction Design Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

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3.6

31,232 Enrolled

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English

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olive-leaves-logo

3.6

31,232 Enrolled

olive-leaves-logo

English

What you'll learn

  • Design user-centered experiments effectively

  • Analyze experimental data using R

  • Apply appropriate statistical tests

  • Understand validity in experimental design

  • Interpret and report statistical results

  • Conduct factorial and mixed effects analyses

Skills you'll gain

Statistical Analysis
R Programming
Experimental Design
User Research
Data Analysis
ANOVA
T-Tests
Mixed Effects Models
Research Methods
Hypothesis Testing

This course includes:

4.75 Hours PreRecorded video

17 assignments

Access on Mobile, Tablet, Desktop

FullTime access

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Share your certificate with prospective employers and your professional network on LinkedIn.

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 9 modules in this course

This comprehensive course teaches how to design, conduct, and analyze user-centered experiments. Students learn statistical methods for evaluating user experiences, from basic concepts to advanced techniques. The curriculum covers experimental design, data analysis using R, and various statistical tests including t-tests, ANOVA, and mixed effects models. Through practical examples from UX, IxD, and HCI fields, learners develop skills to validate designs with statistical evidence.

Basic Experiment Design Concepts

Module 1 · 58 Minutes to complete

Tests of Proportions

Module 2 · 1 Hours to complete

The T-Test

Module 3 · 1 Hours to complete

Validity in Design and Analysis

Module 4 · 1 Hours to complete

One-Factor Between-Subjects Experiments

Module 5 · 56 Minutes to complete

One-Factor Within-Subjects Experiments

Module 6 · 1 Hours to complete

Factorial Experiment Designs

Module 7 · 2 Hours to complete

Generalizing the Response

Module 8 · 1 Hours to complete

The Power of Mixed Effects Models

Module 9 · 2 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Interaction Design

Reviews

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Designing, Running, and Analyzing Experiments

Intermediate

Skill Level

11 Hours

Self-paced lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.