This video demonstrates how to conduct descriptive statistics using SPSS. This SPSS for beginner's lesson will clarify your confusion on descriptive statistics. Descriptive statistics are the foundation for further advanced statistical analyses such as inferential statistics.
Descriptive statistics
Describe the basic features of the data in a study.
Provide simple summaries about the sample and the variables.
Often with simple graphics, descriptive statistics form the basis of virtually every quantitative analysis of data.
When we describe a study variable, we essentially look at three major characteristics of that variable.
The distribution-frequency of occurrence of a variable.
The central tendency-an estimate of the centre of the distribution. Mostly expressed in Mean, Median, and Mode.
The dispersion-how the values are spread around the central tendency. Often expressed in the range and the standard deviation.
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Azharul Islam
Assistant Professor
University of Dhaka
SPSS Course Content
1. The research process: An Overview [ Ссылка ]
2. Preparing a research tool/survey questionnaire [ Ссылка ]
3. Codebook and coding for SPSS [ Ссылка ]
4. Levels of Measurement/ Scales of Measurement [ Ссылка ]
5. Creating data file and entering data in SPSS [ Ссылка ]
6. Data cleaning in SPSS [ Ссылка ]
7. How to split file and select cases in SPSS [ Ссылка ]
8. How to split a file in SPSS [ Ссылка ]...
9. Transforming data: Compute and Recode in SPSS [ Ссылка ]
10. Data analysis in SPSS: An overview [ Ссылка ]
11. Descriptive statistics in SPSS [ Ссылка ]
12. How to conduct Independent Samples t-test in SPSS (Context+Analysis+APA Reporting) [ Ссылка ]
13. How to conduct One-Sample t-test in SPSS (Context+Analysis+Effect size+ APA Reporting) [ Ссылка ]
14. How to conduct Paired Samples t-test in SPSS (Context+Analysis+Effect Size+APA Reporting) [ Ссылка ]
15. How to do Chi-Square Goodness of Fit test in SPSS (Context+Analysis+APA Reporting) [ Ссылка ]
16. How to conduct a Chi-Square test of Independence in SPSS (Context+Analysis+APA Reporting) [ Ссылка ]
Exploring relationships between variables in SPSS
17. Bivariate correlation in SPSS [ Ссылка ]
18. Partial and semi-partial correlation in SPSS [ Ссылка ]
19. Spearman’s rho/Kendall’s Tau-B in SPSS [ Ссылка ]
20. Standard multiple regression in SPSS [ Ссылка ]
21. Hierarchical multiple regression in SPSS [ Ссылка ]
22. Binary logistic regression in SPSS [ Ссылка ]
Comparing more than two groups in SPSS
23. One-way between-groups ANOVA in SPSS [ Ссылка ]
24. One-way ANOVA for repeated measures in SPSS [ Ссылка ]
25. Two-way ANOVA for independent groups in SPSS [ Ссылка ]
26. Two-way ANOVA for repeated measures in SPSS [ Ссылка ]
27. Mixed-method ANOVA in SPSS [ Ссылка ]
Examining the underlying structure or reliability of measures
28. Exploratory Factor Analyses in SPSS [ Ссылка ]
29. Internal consistency in SPSS [ Ссылка ]
30. Interrater reliability in SPSS
31. The intra-class correlation coefficient in SPSS
32. Test-retest reliability in SPSS
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Research Gate [ Ссылка ]
Downloads.........................................
Practice data set for conducting descriptive statistics in SPSS by Azharul Islam [ Ссылка ]
References (books) .........................................
1. Field, A. (2017). Discovering Statistics Using IBM SPSS Statistics (5 ed.). California: SAGE Publications Ltd.
2. Pallant, J. (2010). SPSS Survival Manual: A step by step guide to data analysis using SPSS: Allen & Unwin Australia.
3. Allen, P., Bennett, K., & Heritage, B. (2018). SPSS Statistics: A Practical Guide: Cengage Learning Australia.
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Descriptive statistics in SPSS
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