Likert Scale Questionnaire Design, Validation, Analysis, Visualization and Interpretation on SPSS
ฝัง
- เผยแพร่เมื่อ 4 ก.ค. 2024
- 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: m.benhima@um5r.ac.ma
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📌🟨 For assistance with data analysis, kindly contact me via this email: datanalysis93@gmail.com or WhatsApp / Telegram: +212619398603 / wa.link/l6jvny / t.me/DrBenhima
Facebook: / benhima1
Instagram: / medbenhima2015
LinkedIn: / mohamed-benhima-phd-6a...
Google Scholar: scholar.google.com/citations?...
Twitter: / mohamed_benhima
WhatsApp: +212619398603 / wa.link/l6jvny
Telegram: t.me/DrBenhima
Twitter: / mohamed_benhima
E-mail: Datanalysis93@gmail.com
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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]. TH-cam. • Likert Scale Questionn...
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✨📝Downloadable and editable templates for Likert scale survey design:
📄✏: Get a Likert scale template customizable in Microsoft Office Word via: redev.gumroad.com/l/hmmwj
📄✏: Another short version of a five-point Likert scale in MS Word: redev.gumroad.com/l/ptsbz
📄✏: Likert scale template with hypothesis testing tables: redev.gumroad.com/l/oxnve
🟨 Get Your Research Model Template for Research Proposals using Surveys! 📊🔬
👉📄✏: ✔ 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.
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ - แนวปฏิบัติและการใช้ชีวิต
📌🟨 For assistance with data analysis, kindly contact me via this email: datanalysis93@gmail.com or WhatsApp / Telegram: +212619398603 / wa.link/l6jvny / t.me/DrBenhima
Facebook: facebook.com/benhima1/
Instagram: instagram.com/medbenhima2015/
LinkedIn: www.linkedin.com/in/mohamed-benhima-phd-6a1087109/
Google Scholar: scholar.google.com/citations?user=mx0JUzQAAAAJ&hl=en
Twitter: twitter.com/Mohamed_Benhima
WhatsApp: +212619398603 / wa.link/l6jvny
Telegram: t.me/DrBenhima
Twitter: twitter.com/Mohamed_Benhima
E-mail: Datanalysis93@gmail.com
🟨 Get Your Research Model Template for Research Proposals using Surveys! 📊🔬
👉📄✏: ✔ redev.gumroad.com/l/ifltp
Likert scale questionnaire design, validation, and analysis based on the Literature: TAM, UTAUT and other models
🎁📌📑: To cite the video in APA : Benhima, M. [Mohamed Benhima]. (2022, April 18). SPSS: Likert Scale Questionnaire Design, Validation, Analysis, Visualization and Interpretation [Video]. TH-cam. th-cam.com/video/VH_ZzVe25bA/w-d-xo.html
I am conducting analysis for my Master's thesis and I need some help. Will it be okay to contact you also? You presentation here saved me so much time with coding my data but I am stuck with an analysis that needs to answer one of my research question.
Thank you for this very informative workshop!
It was a fruitful workshop. Congratulations! Dr. Benhima and to all the organisers.
Very very helpful. May God bless you
Thank you for sharing dr.Benhima ,
🎁📌📑: To cite the video in APA : Benhima, M. [Mohamed Benhima]. (2022, April 18). SPSS: Likert Scale Questionnaire Design, Validation, Analysis, Visualization and Interpretation [Video]. TH-cam. th-cam.com/video/VH_ZzVe25bA/w-d-xo.html
Incredible resource. One of the most complete videos I've seen. Usually the only option is to learn all these things separately. Thank you for showing the whole process and for sharing your knowledge!
Very informative presentation.
Very Articulate Dr
Thank you immensely
Thank you so much for taking time to prepare this wonderful workshop...it's so educative and so enriching ❤
Damn brother, i have joined many workshop and paid online class for SPSS, no one taught like you do..Hands on practical, Just Simple and clear.. Thank you.. You deserve Millions subscribers.. Stay Blessed.
Very informative
very Nice explanation sir
Thank you so much👏
Very helpful, thank you
Glad to hear it!
Yet to watch it but thanks. It may just unlock my nightmares. I collected data using likert items /scale and it has been a challenge
same
hello Dr, i am using Theory of Planned Behaviour in my study, and I came across some research that analyse data using percentage distribution of their survey data. May I know how to generate percentage distribution using SPSS and how to interpret it?
hello
i have doubt when i have to pay fee to the journal for scopus index ?
Thanks Dr. For your this explanation. Could you please show how to analyze pre post test ??
I also looking for the same
hello friend i coudnt find the link to download the software
Sir i m research on factor affecting purchase of construction equipemnet i found 5 point linkert scale. Impo somewhat impo extremely impo etc. i want method for analysis this data can u suggest the method
Good morning sir, please can I get a book guide for the Spss analysis that also cover likert scale?
Field, (2013). Discovering statistics using IBM SPSS
For my study I'm using Ordinal Regression (PLUM) test to determine the influence of Socio demographic factors to my Likert scale questions. Is that better than using other tests that you've shown in the research design question?
Because the problem with me using Ordinal Regression (PLUM) test is that I have to create separate tables for each social demographic data and these tables take almost a full page because it calculates the significant difference of every Likert scale level, The study I'm using for reference has a much cleaner and simplified (PLUM) table and I don't know how they managed to edit out.
Therefore, I was reconsidering using the specialized tests mentioned in the research 57:25 as their results tables are smaller and it seems it stills allows me to determine the research question which is "determining the social demographic influences on the attitudes towards non-native birds"
It depends on the specific research question and the nature of the data. Ordinal regression (PLUM) is a suitable test when the dependent variable is ordinal (i.e., the response options on a Likert scale are ordered) and the independent variables are categorical or continuous if your research question is focused on examining the relationship between socio-demographic factors and a Likert scale variable, ordinal regression may be an appropriate choice. However, other tests may also be suitable depending on the specific research question and the nature of the data. For example, if you want to examine the difference in means between groups, a t-test or ANOVA may be appropriate.it is important to choose the appropriate statistical test based on the research question, the nature of the data, and the assumptions underlying the test. It is always a good idea to consult with a statistician or data analyst to ensure that you are using the most appropriate test for your research question.
@@MohamedBenhimaPhD thank you for the detailed reply, I will be sure to consider this when I continue work on my dissertation tomorrow
Sir plz provide me link to download spss
sir i have doubt reliability of questionnaire can't be check after data collected should it be done in pilot study data collection
Yes, in pilot study of 15 respondents or so
Dr.Benhima , I am in the process of collecting data in Likert scale ,Kindly support me in order to analyse the data in SPSS and request to provide the SPSS download link for my work.Excellant vidioes for educating Scholors is really a Good deed. I will keep in touch in Whatsup.
Done, kindly check the description box.
Thank you so much for your valuable lecture. If you don't mind, could you please explain about the scale of item deleted? I'm still confused about it. And can I check the reliability for each item of questionnaire and if alpha value is less than .4, how can I improve the questionnaire, sir?
Welcome. Scale if item deleted is used when the Cronbach alpha is below .70. It is used to improve the reliability score.
@@MohamedBenhimaPhD Thank you so much, sir. There is one thing I want to know. For table form in APA format, there is no option in my SPSS software. How can I do for it, sir?
@@MohamedBenhimaPhD To investigate the attitude which test should I use, sir? For example; Which attitude do EFL teachers possess toward the culture teaching in language classroom?
Can I correlate directly or I need to find the mean of those responses before the correlation for PPMC?
You do it directly
please what can you do to your Likert scale questionnaire before performing hierarchical regression
You will not code it first, then test its reliability and validity before proceeding to composite score computation along with regression tests.
@@MohamedBenhimaPhD Thank you for your response.
I'm conducting a study on predicting how personality traits can influence risky driving, what type of analysis is suitable?
@@aduseivanessa5686 the analysis depends on the measurement levels and hypotheses.
Dear sir if we take mean, range and standard deviation of continuous variable like age and mean is 23, range is 26 and standard deviation is 6. Can u plz tell me what does it mean?
The mean, range, and standard deviation are all measures of central tendency and variability for a continuous variable like age. The mean, in this case, is 23, which means that the average age of the sample is 23 years old. The range, in this case, is 26, which means that the difference between the highest and lowest ages in the sample is 26 years. The standard deviation, in this case, is 6, which means that the ages in the sample deviate on average 6 years away from the mean. This measure of variability tells us how spread out the ages are in the sample.
@@MohamedBenhimaPhD thanks
Suppose we know the score, how to compute the variable
th-cam.com/video/38f_SmsE7ic/w-d-xo.html
Hi would you be able to look at my data from spss if I send it to you?
datanalysis93@gmail.com
@@MohamedBenhimaPhD thank u so much I have just sent it across over email.
Well received