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Chi-Square Statistic Using SPSS

Welcome to Chi-Square Test Using IBM SPSS Statistics, a comprehensive course designed to help you understand and apply the Chi-Square Test, one of the most widely used non-parametr...

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Published 2026 · Last updated Jul 2026

Chi-Square Statistic Using SPSS

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Course overview

Course Overview

Welcome to Chi-Square Test Using IBM SPSS Statistics, a comprehensive course designed to help you understand and apply the Chi-Square Test, one of the most widely used non-parametric statistical techniques for analyzing categorical data. Whether you are a student, researcher, academic, or data analyst, this course provides the theoretical knowledge and practical skills required to perform Chi-Square analysis confidently using IBM SPSS Statistics.


The course begins with the fundamentals of the Chi-Square Test, explaining its purpose, assumptions, and applications in research. You will learn how to perform the One-Way Chi-Square (Goodness-of-Fit) Test and understand other important variations of the Chi-Square test. Through step-by-step demonstrations in SPSS, you will gain hands-on experience in preparing data, conducting the analysis, interpreting output tables, evaluating statistical significance, and reporting results according to APA style. Practical examples and real-world datasets will help you confidently apply Chi-Square analysis in research and professional settings.


By the end of this course, you will have the confidence to perform Chi-Square tests using IBM SPSS Statistics and apply them effectively in academic research, dissertations, theses, business analytics, healthcare, and social science research.


Learning Outcomes

Understand the concepts, assumptions, and applications of the Chi-Square Test.

Perform Chi-Square tests using IBM SPSS Statistics with confidence.

Analyze and interpret categorical data using Chi-Square test outputs.

Develop and test research hypotheses involving categorical variables.

Report Chi-Square test results in APA style and research-standard format.

What you walk away with

Career Map & Skills You Gain

Every course adds to three macro skills. Log in to swap platform averages for your own numbers.

Financial skills

62th

percentile

Your salary vs. learners in these roles

After this course+14 pts → 76th

Data Analysis and Research Specialist

78% course score

+8

Project Contributor

66% course score

+7

Independent Practitioner

61% course score

+6

Employability skills

71th

percentile

Quiz scores from the courses you finish

After this course+18 pts → 89th

Understand the concepts, assumpt...

64% course score

+6 pts

Perform Chi-Square tests using I...

70% course score

+7 pts

Analyze and interpret categorica...

76% course score

+8 pts

Develop and test research hypoth...

82% course score

+8 pts

Life skills

48th

percentile

Life-skill test scores after each course

After this course+11 pts → 59th

Critical thinking

76% course score

+8 pts

Decision-making

71% course score

+7 pts

Analytical mindset

68% course score

+7 pts

Curriculum

3 modules · 12 lessons · 43 min

Each module pairs the hand calculation with the same analysis in Excel, SPSS, R and Python.

Chi Square Test: Introduction and Use
3:46
Assumptions of Chi-square Test
3:50
Formula for Calculation of Chi-Square Test
1:10
Setting Data for Calculation of Chi-Square using CROSSTABS Option
4:40
Testing Assumptions of Chi-Square test Using CROSSTABS Option
3:27
Interpreting Output of Chi-Square Test and APA Style Reporting
2:32
Written Sample Report of Chi-Square Analysis
1:00
One-way Chi Square: When to Use and How It Is Different From Two-way Chi-Square?
7:12
PPT: One-Way Chi-Square Test
2:00
Setting Data for One-way Chi-Square Test
2:09
Weigh Cases, Calculation, Interpretation & APA Write-up for One-Way Chi-Square
7:27
Practice Data set for One-Way Chi-Square
3:06
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An experienced and passionate instructor, [Name] is dedicated to fostering a dynamic and engaging learning environment where students feel motivated to grow both academically and personally. With a strong foundation in their subject area, they bring clarity, structure, and enthusiasm to every lesson, ensuring complex concepts are made accessible and relevant. Their teaching approach blends theoretical knowledge with practical application, encouraging students to think critically and develop problem-solving skills. Known for their supportive and approachable demeanor, [Name] builds meaningful connections with students, understanding that each learner has unique strengths and challenges. They are committed to creating an inclusive classroom atmosphere where curiosity is encouraged, questions are welcomed, and every student feels valued. By adapting teaching methods to suit diverse learning styles, they help students gain confidence and achieve their full potential. Beyond the classroom, [Name] is deeply invested in continuous learning and professional development, staying updated with the latest educational practices and advancements in their field. They often contribute to curriculum development, mentorship programs, and extracurricular activities, reinforcing their role as not just an instructor, but a mentor and guide. Their ultimate goal is to inspire lifelong learning and empower students to succeed in an ever-evolving world.

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Who is this course for?

This course is designed for learners who want a practical, comprehensive path through the course subject.

What will I learn?

You will build practical knowledge through the course lessons, examples, and activities.

How long do I have access?

Your course access remains available for the lifetime of your account, including future updates.

Do I get a certificate?

Yes. A verifiable certificate of completion is issued when you finish the course requirements.

Is there a refund policy?

Yes. There is a 30-day money-back guarantee, no questions asked.

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Lifetime access, mentor Q&A on every lesson, and a certificate you can share the moment you finish. If it is not right for you, the first 30 days are on us.

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