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Mohamed Benhima
Registrace 16. 06. 2013
Dr. Benhima has a PhD in education. He is specialized in data analysis and research design. He currently works as an assistant professor at Mohammed V University in Rabat, Morocco.
Email: Datanalysis93@gmail.com
PayPal: www.paypal.me/1129178654
Website: www.drbenhima.com
CZcams channel:
czcams.com/channels/jlkoygcYEE-jNwTZKUMmqw.html
Email: Datanalysis93@gmail.com
PayPal: www.paypal.me/1129178654
Website: www.drbenhima.com
CZcams channel:
czcams.com/channels/jlkoygcYEE-jNwTZKUMmqw.html
Learn qualitative data analysis using NVivo and ATLAS ti
drbenhima.com/qualitative-data-analysis/
Qualitative data analysis and report using the best qualitative research methods, approaches, techniques and tools:
Software used
NVivo 14
ATLAS.ti
MAXQDA
QDA Miner
Data types
Interviews (structured, semi-structured and unstructured)
Focus groups
Open ended questions on surveys and questionnaires
Questionnaire based interviews
Participant observations
Documents
Audios
Videos
Pictures
Data transcription
Audios to text transcription
Inductive coding (data driven coding)
Manual coding
Initial coding
Open coding
Semantic coding or explicit coding
Latent coding or implicit coding
In Vivo coding
Axial coding
Selective coding
Categories
Themes
Deductive coding (theory driven coding)
Manual coding
Codebook development
Code groups or aggregate codes
Categories
Themes
Creating coding frames based on theories
Connecting predetermined codes/themes to relevant excerpts
Assigning codes/themes to excerpts
Extract information from the data
Thematic Analysis (TA) and Reflexive Thematic Analysis (RTA)
The six-phase process of thematic analysis by Braun and Clarke (2006)
1 Familiarization with the Data
2 Generating Initial Codes
3 Searching for Themes
4 Reviewing Themes
5 Defining and Naming Themes
6 Report
Qualitative Research Approaches and Methods
Thematic Analysis (TA)
Reflexive Thematic Analysis (RTA)
Gioia Methodology (GM)
Phenomenology
Interpretative Phenomenological Analysis (IPA)
Qualitative Content Analysis (QCA)
Grounded Theory (GT)
Q and q methodology
Critical Theory (CT)
Ethnography
Discourse Analysis (DA)
Sentiment Analysis (SA)
Case Study Analysis (CSA)
Comparative Analysis (Document Groups)
Gap Analysis
Framework Analysis
Template Analysis
Summary tables and visualizations
Summary tables and figures
1. Word Clouds and Frequencies
2. Regular Charts
3. Hierarchy Charts
4. Tables
5. Project Maps
6. Mind Maps
7. Concept Maps
8. Comparison Diagrams
9. Matrix Coding Query Tables
Network Diagrams
Code Document Table
Code Co-occurrence Table
Sankey Diagram: Code Documents
Qualitative data analysis and report using the best qualitative research methods, approaches, techniques and tools:
Software used
NVivo 14
ATLAS.ti
MAXQDA
QDA Miner
Data types
Interviews (structured, semi-structured and unstructured)
Focus groups
Open ended questions on surveys and questionnaires
Questionnaire based interviews
Participant observations
Documents
Audios
Videos
Pictures
Data transcription
Audios to text transcription
Inductive coding (data driven coding)
Manual coding
Initial coding
Open coding
Semantic coding or explicit coding
Latent coding or implicit coding
In Vivo coding
Axial coding
Selective coding
Categories
Themes
Deductive coding (theory driven coding)
Manual coding
Codebook development
Code groups or aggregate codes
Categories
Themes
Creating coding frames based on theories
Connecting predetermined codes/themes to relevant excerpts
Assigning codes/themes to excerpts
Extract information from the data
Thematic Analysis (TA) and Reflexive Thematic Analysis (RTA)
The six-phase process of thematic analysis by Braun and Clarke (2006)
1 Familiarization with the Data
2 Generating Initial Codes
3 Searching for Themes
4 Reviewing Themes
5 Defining and Naming Themes
6 Report
Qualitative Research Approaches and Methods
Thematic Analysis (TA)
Reflexive Thematic Analysis (RTA)
Gioia Methodology (GM)
Phenomenology
Interpretative Phenomenological Analysis (IPA)
Qualitative Content Analysis (QCA)
Grounded Theory (GT)
Q and q methodology
Critical Theory (CT)
Ethnography
Discourse Analysis (DA)
Sentiment Analysis (SA)
Case Study Analysis (CSA)
Comparative Analysis (Document Groups)
Gap Analysis
Framework Analysis
Template Analysis
Summary tables and visualizations
Summary tables and figures
1. Word Clouds and Frequencies
2. Regular Charts
3. Hierarchy Charts
4. Tables
5. Project Maps
6. Mind Maps
7. Concept Maps
8. Comparison Diagrams
9. Matrix Coding Query Tables
Network Diagrams
Code Document Table
Code Co-occurrence Table
Sankey Diagram: Code Documents
zhlédnutí: 111
Video
How to format a thesis cover page, section break, different numbers and automatic table of contents
zhlédnutí 129Před měsícem
Cover page Roman page numbers Section breaks Page breaks Different page numbers Empty page in the middle Automatic table of contents Headings Subheadings
Automatic list of tables and list of figures on a thesis
zhlédnutí 169Před měsícem
✨Social media: Mohamed Benhima, PhD Email: datanalysis93@gmail.com WhatsApp: 212619398603 / wa.link/l6jvny Create captions for tables and figures for thesis and dissertations Automatic list of tables Automatic list of figures
How to respond to comments on word
zhlédnutí 76Před měsícem
✨Social media: Mohamed Benhima, PhD Email: datanalysis93@gmail.com WhatsApp: 212619398603 / wa.link/l6jvny Respond to comments Delete comments Stop track changes on word Clean the word document from comments and edits
How to track changes, insert comment, change name on comment on Microsoft Office Word
zhlédnutí 86Před měsícem
✨Social media: Mohamed Benhima, PhD Email: datanalysis93@gmail.com WhatsApp: 212619398603 / wa.link/l6jvny Proofreading Editing Peer review Track changes Highlight change in word Insert comment on word Change name on comment on word Mask word information Hide author details on word
How to code and label data on Jamovi fast
zhlédnutí 133Před měsícem
✨Social media: Mohamed Benhima, PhD WhatsApp: 212619398603 / wa.link/l6jvny Mohammed V University, Rabat, Morocco ( m.benhima@um5r.ac.ma ) Sorbonne University, Paris, France ( mohamed.benhima@sorbonne-nouvelle.fr ) WhatsApp: 212619398603 / wa.link/l6jvny Jamovi: Free data analysis software that uses R language How to import data, code it and label it on Jamovi Go to Open Browse Upload data...
Likert scale survey analysis and interpretation of results
zhlédnutí 1,9KPřed 3 měsíci
✨ Mohamed Benhima, PhD WhatsApp: 212619398603 / wa.link/l6jvny Mohammed V University, Rabat, Morocco ( m.benhima@um5r.ac.ma ) Sorbonne University, Paris, France ( mohamed.benhima@sorbonne-nouvelle.fr ) WhatsApp: 212619398603 / wa.link/l6jvny Questionnaire data analysis, interpretation and visualization of the results The best ways to analyze a Likert scale questionnaire What statistical test...
How to analyze and interpret Yes No Questions
zhlédnutí 1,4KPřed 3 měsíci
✨Social media: Mohamed Benhima, PhD Email: datanalysis93@gmail.com WhatsApp: 212619398603 / wa.link/l6jvny 👉 Julius AI for data analysis: Discount via julius.ai/?via=CZcamsdiscounted Dummy Coded Variables Binary Variables Dichotomous Variables Yes, No questions Mean score Binary Logistic Regression
How to interpret 7 point Likert scale results
zhlédnutí 693Před 3 měsíci
✨Social media: Mohamed Benhima, PhD Email: datanalysis93@gmail.com WhatsApp: 212619398603 / wa.link/l6jvny 👉 Julius AI for data analysis: Discount via julius.ai/?via=CZcamsdiscounted Overall Mean Score Weighted Mean Score Summated Mean Average Weighted Average Composite Score Lower and Upper Limits
How to Interpret 6 Point Likert Scale Results
zhlédnutí 441Před 3 měsíci
✨Social media: Mohamed Benhima, PhD Email: datanalysis93@gmail.com WhatsApp: 212619398603 / wa.link/l6jvny 👉 Julius AI for data analysis: Discount via julius.ai/?via=CZcamsdiscounted Overall mean score Summated score Weighted mean score Composite score Average Interval Range Lower and Upper Limits
How to Interpret 3 Point Likert Scale Results
zhlédnutí 1,3KPřed 3 měsíci
✨Social media: Mohamed Benhima, PhD Email: datanalysis93@gmail.com WhatsApp: 212619398603 / wa.link/l6jvny 👉 Julius AI for data analysis: Discount via julius.ai/?via=CZcamsdiscounted How to interpret Likert scale results Summated Mean Score Overall mean score Composite score Mean ranks Weighted mean score Average
How to Interpret 4 Point Likert Scale Results
zhlédnutí 1,3KPřed 3 měsíci
✨Social media: Mohamed Benhima, PhD Email: datanalysis93@gmail.com WhatsApp: 212619398603 / wa.link/l6jvny 👉 Julius AI for data analysis: Discount via julius.ai/?via=CZcamsdiscounted Descriptive statistics 4 Point Likert Scale Weighted Mean Score Overall Mean Score Upper limits Lower limits Interval Range Mean and Standard Deviation
How to interpret Five Point Likert scale results
zhlédnutí 1,5KPřed 3 měsíci
✨Social media: Mohamed Benhima, PhD Email: datanalysis93@gmail.com WhatsApp: 212619398603 / wa.link/l6jvny 👉 Julius AI for data analysis: Discount via julius.ai/?via=CZcamsdiscounted How to analyse and interpret results of Likert type scale. This is practical if you have collected data from students form tests using questionnaires, Google Forms, Microsoft Forms, Survey Monkey or Qualtrics. Uppe...
Likert scale analysis and interpretation on SPSS and SmartPLS 4
zhlédnutí 468Před 3 měsíci
Likert scale analysis and interpretation on SPSS and SmartPLS 4: Import, Code, Label, Validate and Test Code survey data Import survey data Label survey data on SPSS Import survey data to SmartPLS Draw a model with a mediator on SmartPLS Test the measurement model Test the internal reliability through Cronbach Alpha Test the validity through AVE, HTMT , Fornell Larcker Criterion and Loadings Co...
How to fix an error occurred while checking for missing data no valid licence on AMOS
zhlédnutí 656Před 3 měsíci
SPSS AMOS Solved: An error occurred while checking for missing data in the group, Group number 1. No valid licence for AMOS was found (11, 0) Mohamed Benhima, PhD WhatsApp: 212619398603 / wa.link/l6jvny Mohammed V University, Rabat, Morocco ( m.benhima@um5r.ac.ma ) Sorbonne University, Paris, France ( mohamed.benhima@sorbonne-nouvelle.fr ) WhatsApp: 212619398603 / wa.link/l6jvny
EFA and CFA Goodness of Fit of Likert Scale Survey on SPSS AMOS
zhlédnutí 855Před 3 měsíci
EFA and CFA Goodness of Fit of Likert Scale Survey on SPSS AMOS
Multiple Response Analysis in Excel and SPSS
zhlédnutí 2,2KPřed 3 měsíci
Multiple Response Analysis in Excel and SPSS
Goodbye Google Scholar: A New AI Powered Search Engine for Literature Review
zhlédnutí 501Před 4 měsíci
Goodbye Google Scholar: A New AI Powered Search Engine for Literature Review
How to analyse a Likert survey and interpret the results
zhlédnutí 849Před 4 měsíci
How to analyse a Likert survey and interpret the results
How to detect and remove AI using AI Detector Pro
zhlédnutí 314Před 4 měsíci
How to detect and remove AI using AI Detector Pro
Likert scale survey data analysis and interpretation on Excel and SPSS
zhlédnutí 6KPřed 4 měsíci
Likert scale survey data analysis and interpretation on Excel and SPSS
ANCOVA of Likert scale with interpretation of the results
zhlédnutí 143Před 4 měsíci
ANCOVA of Likert scale with interpretation of the results
MANCOVA of Likert Scale with Interpretation
zhlédnutí 86Před 4 měsíci
MANCOVA of Likert Scale with Interpretation
MANOVA of Likert Scale Survey with Interpretation
zhlédnutí 234Před 4 měsíci
MANOVA of Likert Scale Survey with Interpretation
The best ways to analyse Likert scale survey on Jamovi
zhlédnutí 3,5KPřed 4 měsíci
The best ways to analyse Likert scale survey on Jamovi
How to analyse Likert scale and interpret the results on Jamovi
zhlédnutí 1,5KPřed 4 měsíci
How to analyse Likert scale and interpret the results on Jamovi
The best ways to analyse Likert scale questionnaire and interpret the results
zhlédnutí 889Před 4 měsíci
The best ways to analyse Likert scale questionnaire and interpret the results
How to analyse Likert scale questionnaire on Excel: data coding and cleaning
zhlédnutí 2,1KPřed 4 měsíci
How to analyse Likert scale questionnaire on Excel: data coding and cleaning
Can’t thank you in words mate. Highly appreciate
Sir, Please give the interpretation of the post hoc part. How do we say one subset is better than the other? Is it again using the mean? Thankyou for the video.
this is so simple yet so helpful 😩
Good explanation. Thanks
Hello, i followed the same steps, but i'm unable to select summary statistics after adding my second variable after age group. Can you help, please?
YOUR CODE ISNT WORKING IT ?? NAME ERROR
İt is still working?
Not very helpful, because it was hard to follow.
@@supriyasen8952 the video speed can be slowed down from the CZcams video icon so as to follow the details.
drbenhima.com/qualitative-data-analysis/
So helpful! Thank for this simplified explanation
you save life 😊
You are the man!!!! I have been trying to get a simple way to do this for months.
thats an awesome presentation. thank you
For the factor analysis scoring of negative and positive items should we same or different please tell
Thank you
thank u king
It is super important that rather than simply relying on chatgpt you cross check if the link exist because chatgpt gave me links for literature that didnot exist in first place or cease to exist. Hence do check the sites directly too and read through the articles to know if the text matches with your own research.
SPSS is all grey now as opposed to 4 years ago, how do i get back to original blue background?
@@ikkiiiieee you can go back to the old view from Edit, General and choose the custom view from the look and feel menu.
@@MohamedBenhimaPhD Thank you so much! The blue is much clearer to the eyes, the grey blurrs together
I was having this exact problem and your trick helped fix it when I was already short on time .. thanks a million
@@ammuvideo nice to hear
hello sir, can i see the data view tab please? Thanks
waste of time
hello sir, i have several reverse coded items in my likert scale, i reverse coded it during variables setting and entered data accordingly, now the problem i am having during this step is that the "category position "is not working.. what should i do?
please could you share the data file so we can self practise
Vedio is not clear. Please give in HD mode
How to calculate the composite mean score plz?
Sir why you less 0.01from upper limit of 1st category (Strongly DA) as you wrote it 1.79 & not 1.80?
Tnkx its great❤️
Thanks 4 save my thesis
Thanks jasakala allah kheyr for sharing good knowledge.
Thanks jasakala allah kheyr for sharing good knowledge.
Google form app se kaise ms word shift karen...plz sir bataiye 🙏🙏
i don't usually comment on CZcams videos but you just saved me boss thank you
How can you calculate the frequencies of one Likert scale who has received 9 responses?
@@Amy-lc2lq do you have SPSS or Excel. You can go to analyse, frequency and put the variable of concern there to get frequency and percentage analysis.
Have seen the video but I couldn't do it in my dissertation, please sir I need your help
I didn't find this useful at all, how do I interpret the data??
How to know and inter total no of respondants respons in liner scale agree disagree neutral st disagree in on table
Thank you very much, you helped me solve this big problem!
Hello, sir. I hope you will be able to understand my doubt and may reply. Sir I've collected data through google form but there's one question for which I've used ( select all that apply) and participants have chosen more than one options provided for the question or even more than two. For example :-Q- which genre of music do you prefer ( select all that apply) Options 1- jazz Option 2- pop Option 3 - classical Option 4 - country While creating column in excel sheet how should I write responses of this question? And through google form I have it in graph which says classical -19 , pop-5, jazz-7 total people who may like are 19 , 5,7 but few participants selected more than one genre ( classical and jazz) If I create column (19, 7) Then how should I proceed with calculation? If I make a different column for each genre and write yes and no in front of them then again it's qualitative data. Please help
@@user-zi7cz4vt6k I have a video on that
@@MohamedBenhimaPhD :- which one
@@MohamedBenhimaPhD :- Also, sir. In the end I need to calculate correlation, t test and one way Anova .. If could share any tips which may help in calculation . Thank you sir, for your help and time. I'll try to find the videos in your channel
Can you please provide the survey excel questionnaire please
if i can give u 1000 like i will give u ty 🌹
Whats the name of the website
❤❤
Amazing
👏👏👏👏
Thank you so so much!!
help, i dont have microsoft excel and i only have google sheet. how do solve the problrm?
You can still download Google Spreadsheet, rename and upload to SPSS without needing Excel software
You can still do it without Excel
Thank you
How do i get the plug ins
How to make conclusion about the index percentage and index average of each?
@@julias0102 what do you mean by conclusion?
@@MohamedBenhimaPhD the summary of all paragraph after we reviewed all result? this is necessary to comclude the Index average and Index percentage right?
Thank you Sir. The tutorial was very helpful. visitproductsite.blogspot.com/2024/06/health-supplements.html