Research data analyses| শুরুটা কিভাবে?

This video illustrates the fundamentals of quantitative research data analyses. The data analysis process begins with the type of research questions posed from the research objectives. Choosing a statistical test depends on the type of data and research questions. All quantitative data analyses can be categorized into two major categories: descriptive statistics and inferential statistics. Once you are aware of this classification, data analysis in SPSS will be super easy. This video is extremely useful for bachelor's and master's students as it teaches how to perform quantitative data analyses from scratch.

#SPSS #Data_analyses_overview #হাতেকলমে_SPSS

Azharul Islam
Assistant Professor
Department of Educational and Counselling Psychology
University of Dhaka

হাতেকলমে SPSS হচ্ছে বাংলা ভাষায় প্রথম পূর্নাঙ্গ SPSS ট্রেইনিং কোর্স। এই কোর্সে আপনি কীভাবে SPSS ব্যবহার করে ডাটা এনালাইসিস করবেন, তা ধাপে ধাপে শিখবেন।

SPSS Course Content
1. The research process: An Overview    • The Research Process: An Overview of ...  

2. Preparing a research tool/survey questionnaire    • How to prepare a research tool/questi...  

3. Codebook and coding for SPSS    • How to prepare a codebook and code fo...  

4. Levels of Measurement/ Scales of Measurement    • Scales of Measurement: Nominal, Ordin...  

5. Creating data file and entering data in SPSS    • Data entry in SPSS: Step by step  

6. Data cleaning in SPSS    • How to clean data (errors/outliers) i...  

7. How to split file and select cases in SPSS    • Select cases in SPSS with multiple co...  

8. How to split a file in SPSS https://www.youtube.com/watch?v=N_GgF...

9. Transforming data: Compute and Recode in SPSS    • Transforming data: Compute and Recode...  

10. Data analysis in SPSS: An overview    • Research data analyses|  শুরুটা কিভাবে?  

11. Descriptive statistics in SPSS    • Research data analyses|  শুরুটা কিভাবে?  

12. How to conduct Independent Samples t-test in SPSS (Context+Analysis+APA Reporting)    • How to conduct Independent samples t-...  

13. How to conduct One-Sample t-test in SPSS (Context+Analysis+Effect size+ APA Reporting)    • How to conduct One Sample t-test in S...  

14. How to conduct Paired Samples t-test in SPSS (Context+Analysis+Effect Size+APA Reporting)    • How to conduct Paired Samples t-test ...  

15. How to do Chi-Square Goodness of Fit test in SPSS (Context+Analysis+APA Reporting)    • How to conduct Chi-square Goodness of...  

16. How to conduct a Chi-Square test of Independence in SPSS (Context+Analysis+APA Reporting)    • How to run Chi-square test for Indepe...  

Exploring relationships between variables in SPSS

17. Bivariate correlation in SPSS    • Pearson's Correlation in SPSS (Contex...  

18. Partial and semi-partial correlation in SPSS    • How to calculate and report partial c...  

19. Spearman’s rho/Kendall’s Tau-B in SPSS    • How to calculate Spearman’s rho & Ken...  

20. Standard multiple regression in SPSS    • Multiple Linear Regression in SPSS wi...  

21. Hierarchical multiple regression in SPSS    • Hierarchical Multiple Regression in S...  

22. Binary logistic regression in SPSS    • Binary Logistic Regression in SPSS (B...  

Comparing more than two groups in SPSS

23. One-way between-groups ANOVA in SPSS    • One-way between-groups ANOVA in SPSS ...  

24. One-way ANOVA for repeated measures in SPSS

25. Two-way ANOVA for independent groups in SPSS

26. Two-way ANOVA for repeated measures in SPSS

27. Mixed-method ANOVA in SPSS


Examining the underlying structure or reliability of measures

28. Factor analyses in SPSS

29. Reliability analyses in SPSS

30. Internal consistency in SPSS

31. Item analyses in SPSS

32. Interrater reliability in SPSS

33. The intra-class correlation coefficient in SPSS

34. Test-retest reliability in SPSS



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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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