Data analysis workshop 📉📈📊
An Online Workshop on Google Meet
Date: 15/04/2022
Hour: 15:15 GMT+1
#likertscale #spsstutorial #datainterpretation
Agenda:
The program is as follows:
✅Data science, data analytics data analysis;
✅Top five data analysis software: Python, R Studio, SPSS, Excel, and Power BI;
✅How to download and install SPSS;
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✅How to code a questionnaire on Excel;
✅How to import data into SPSS;
✅How to code data on SPSS;
✅How to define variables and values on SPSS;
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✅Reliability analysis (Cronbach's Alpha);
✅Normality tests;
✅Skewness and Kurtosis measures;
✅ Scatter-plots and histograms;
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✅Descriptive statistics;
✅Measures of central tendencies or location;
✅Measures of dispersion:
✅Inferential statistics;
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✅Parametric and non-parametric tests;
✅Independent Samples-T- Test / Mann Whitney U Test;
✅Paired-Samples T-Test / Wilcoxon Signed-rank Test;
✅One-Sample T-Test/ Wilcoxon's signed-rank test;
✅One Way ANOVA/ Kruskal Wallis H Test;
✅Analysis of Covariance (ANCOVA);
✅Multiple analysis of variance (MANOVA);
✅Chi-square tests;
✅Pearson/Spearman Correlation;
✅Simple and multiple regression;
✅Factor analysis (Exploratory and confirmatory factor analysis);
✅How to draw tables in APA style (6th and 7th edition);
✅To format charts in APA style (Black, Grey and White Colors);
✅How to combine variables in one chart;
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✅How to interpret and report results in APA
✅Important references for data analysis
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Author Biography
Dr. Mohamed Benhima is an assistant professor at Mohammed V University, Rabat, Morocco. His research areas revolve around issues in language education. He holds a PhD degree from Sidi Mohammed Ben Abdellah University. His major research skills include data analysis, visualization and interpretation using SPSS, AMOS, and R, among others.
Email: [email protected]
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📌🟨 For assistance with data analysis, kindly contact me via this email: [email protected] or WhatsApp / Telegram: +212619398603 / wa.link/l6jvny / https://t.me/DrBenhima
Facebook: https://www.facebook.com/benhima1/
Instagram: https://www.instagram.com/medbenhima2015/
LinkedIn: https://www.linkedin.com/in/mohamed-benhima-phd-6a1087109/
Google Scholar: https://scholar.google.com/citations?user=mx0JUzQAAAAJ&hl=en
Twitter: https://twitter.com/Mohamed_Benhima
WhatsApp: +212619398603 / wa.link/l6jvny
Telegram: https://t.me/DrBenhima
Twitter: https://twitter.com/Mohamed_Benhima
E-mail: [email protected]
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Likert scale APA Style Reference
🎁📌📑: To cite the video in APA : Benhima, M. [Mohamed Benhima]. (2022, April 18). SPSS: Likert Scale Questionnaire Design, Validation, Analysis, Visualization and Interpretation [Video]. YouTube. https://www.youtube.com/watch?v=VH_ZzVe25bA&t=877s
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✨📝Downloadable and editable templates for Likert scale survey design:
📄✏: Get a Likert scale template customizable in Microsoft Office Word via: https://redev.gumroad.com/l/hmmwj
📄✏: Another short version of a five-point Likert scale in MS Word: https://redev.gumroad.com/l/ptsbz
📄✏: Likert scale template with hypothesis testing tables: https://redev.gumroad.com/l/oxnve
🟨 Get Your Research Model Template for Research Proposals using Surveys! 📊🔬
👉📄✏: ✔ https://redev.gumroad.com/l/ifltp
Likert scale questionnaire design, validation, and analysis based on the Literature: TAM, UTAUT and other models
These template downloads show support to the channel and research work.
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