Survey Design and Statistical Data Analysis Using SPSS

This course introduces participants to the fundamentals of scientific survey design and data analysis using SPSS. Learners will master questionnaire construction, data collection and organization, and essential statistical analyses including descriptive statistics, reliability testing, and hypothesis testing. Designed for researchers, graduate students, and anyone seeking practical skills in survey-based research and data analysis.

10 lessons

Lessons
Lesson 1: Introduction to Survey-Based Research
A comprehensive introduction to survey-based research, its importance in scientific studies, and...
Lesson 2: Designing the Questionnaire
Learn the principles of designing an effective questionnaire including question types, wording...
Lesson 3: Sampling Methods and Sample Size
Understand different sampling methods and how to determine the appropriate sample size for your study.
Lesson 4: Validity and Reliability of Survey Instruments
Master the concepts of validity and reliability, essential for ensuring your survey instrument...
Lesson 5: Introduction to SPSS: Interface and Data Entry
Get started with SPSS software — learn the interface, variable types, and how to enter survey...
Lesson 6: Descriptive Statistics Using SPSS
Learn how to calculate frequencies, means, standard deviations, and create tables and charts in SPSS.
Lesson 7: Reliability Analysis (Cronbach's Alpha) in SPSS
Step-by-step guide to performing reliability analysis using Cronbach's Alpha in SPSS.
Lesson 8: Hypothesis Testing and T-Tests in SPSS
Learn the fundamentals of hypothesis testing and how to perform T-tests in SPSS to compare group means.
Lesson 9: ANOVA (Analysis of Variance) in SPSS
Learn how to compare means across three or more groups using One-Way ANOVA in SPSS.
Lesson 10: Correlation and Regression Analysis in SPSS
Learn how to measure relationships between variables using Pearson correlation and simple linear...
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