Quantitative Data Analysis in Education Research using SPSS

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A compilation of handouts step-by-step descriptions of how to perform basic quantitative analyses in education research using SPSS.​

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• Handout #1: Preparing your data for analysis in SPSS [download]

• Handout #2: Descriptive analysis in SPSS [download]

• Handout #3: Comparing the means of two groups in SPSS (t-test) [download]

• Handout #4: Comparing more than two groups in SPSS (ANOVA) [download]

• Handout #5: Examining the relationship between two or more variables (correlation) [download]

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A series of videos on how to perform common quantitative analyses in education research using SPSS and how to report the results in APA style.

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• Video #1 - Review of basic stats concepts  [link]

• Video #2 - Descriptive/univariate statistics [link]

• Video #3 - T-test: Comparing the means of two groups [link]

• Video #4 - ANOVA: Analysis of Variance to compare more than two groups [link]

• Video #5 - Correlation: Analysing the relationship between two variables [link]

• Video #6 - Simple linear regression: Predicting one variable using one predictor [link]

• Video #7 - Multiple linear regression: Predicting one variable using several predictors [link]

• Video #8 - Item analysis: Reliability [link]

• Video #9 - Factor analysis: Exploratory Factor Analysis (EFA) [link]

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