[@LearnEnglishWithOrchid]

This is the outstanding one that educated me to finish my analyzing data. Special thanks to the professor. 🎉❤

[@Dr.Okolie]

Thank you very much for finding the video helpful. Pls, like and share the video.

[@dailybasis3460]

@@Dr.Okolie Can I have your email, i need your help.

[@ShamsherSingh-np2xw]

Sir your lecture on analyzing Likert Scale data was truly outstanding and immensely beneficial. I had been searching for the right resource for quite some time, but today I came across your lecture, which provided me with a clear and comprehensive understanding of how to analyze my data. Thanks

[@Dr.Okolie]

Thank you very much. Happy you found the video helpful. Pls, share and like. Best wishes.

[@ShamsherSingh-np2xw]

Sure, sir. I'll share this video among my friends

[@chemistryforclassix7666]

It was really helpful for me as an aspiring data analyst. Thank you Professor for such a detailed description of Likert Scale data analysis. I am following you on LinkedIn

[@Dr.Okolie]

Thank you very much

[@funnystar3225]

Bless you for being the only video I could understand without any issue. Your teaching is impeccable.

[@Dr.Okolie]

Glad it helped! Please, like and share the video

[@yusufibrahim1005]

Thank this is very clear and helpful lecture for better understanding to analysis and interpret the Likert scale data

[@Dr.Okolie]

Thank you for finding the video helpful. Pls, share and like

[@mbulanyinadaphine6772]

Thank you Dr. It has given me great insight on how to deal with my likert scale- research

[@Dr.Okolie]

Glad it was helpful!

[@ossaichekwube1103]

You are truly a teacher. Thank you Sir

[@Dr.Okolie]

Thank you so much

[@stephenlugaimukamu9187]

Thank you, Sir. for the best explanation of the Likert scale analysis and interpretation

[@Dr.Okolie]

Glad it was helpful! Pls share and like.

[@malayahellen]

I have learned a lot. Your clear explanation and illustration have helped the analysis stage of my research. Much gratitude to you sir.

[@Dr.Okolie]

Thank you very much.

[@emmanueldjeulong3047]

This is an outstanding lecture. Thank you so much Dr.

[@Dr.Okolie]

Thank you very much for finding this video interesting. Please, like and share

[@deictservices]

Dr God bless u, Ur teaching is quite simple as am new with spss I have a strong passion to know more

[@Dr.Okolie]

Thanks and welcome

[@peaceagba7207]

Thank you Dr. Ugo, this is actually a great relief.

[@Dr.Okolie]

Glad it was helpful! Thank you so much for watching. Please share to your friends who may also find the tutorial helpful

[@Saaaeeda]

thank you dr Okolie...I never saw this easy method of calculation before. I will try this method.

[@Dr.Okolie]

Thanks for finding the video helpful. Pls, share and like. Best wishes

[@happygoluckyoflife]

THANK YOU SO MUCH FOR THIS VIDEO! I've been so lost as to how to process and run my analysis for my Likert scale questions for my undergraduate thesis (my survey has tons of them). Your video really makes it simple and easy to understand. Thank you!

[@Dr.Okolie]

Glad it helped! Thank you very much for finding the video helpful.

[@Extentone]

so powerful. I salute you sir. You are a great lecturer.

[@Dr.Okolie]

Thank you. Glad you found the video helpful

[@ronti2492]

Excellent video Dr Okolie! Many thanks from an Australian PhD candidate, based in Poland, based at KIng's College London....!

[@Dr.Okolie]

Thank you very much @ronti2492 for finding this tutorial interesting and helpful. You can share in your research network. Best wishes.

[@izzatirahman9148]

I certainly need this tutorial, THANK YOU SO MUCH DR!

[@Dr.Okolie]

Thank you very much for finding the video helpful. Best wishes.

[@teneishaellis5480]

Wow, thank you for this. It was very insightful and I am happy that I ran across how to display my analysis is a succinct and conscious way. Thank you!

[@Dr.Okolie]

Glad it was helpful!

[@emmanuellugina796]

You have made Likert analysis so easy Prof

[@Dr.Okolie]

Thank you very much

[@abumathebula2657]

Thank you very much for your time and patience to impart this knowledge to us Dr Ugochukwu. It has been a conundrum to me to understand and appreciate likert scale data, but in one lecture that you provided I feel much love for likert scale data and I cant wait to start working with it.

[@Dr.Okolie]

Glad it was helpful! Thank you so much

[@gopzzie]

This video was so helpful. I am grateful to you Dr. Okolie!

[@Dr.Okolie]

Thank you too. Please, like and share the video. Best wishes

[@ccuellar5785]

Thank you so much for sharing these tutorials! They've saved me! I am not a quantitative person, but you've made this really understandable and doable.

[@Dr.Okolie]

Glad I could help!

[@sanmiidowu]

Thank you Dr for this tutorial, it is so helpful and clear.

[@Dr.Okolie]

Thank you very much for watching the tutorial video and finding it helpful. Pls, share and like the video

[@mosesifeanyi5955]

very insightful, thank you so much , I can now conclude my research

[@Dr.Okolie]

Thank you very much

[@nouraldeenameen9920]

Thank you so much, I really appreciate your hard work for helping us 🎉

[@Dr.Okolie]

Thank you for watching the video.

[@eleanorngong8322]

This is outstanding Thank you sir just what I needed at the moment

[@Dr.Okolie]

Glad I could help

[@samgathenge8763]

thank you very much for taking your time to educate us. Blessings

[@Dr.Okolie]

So nice of you. Please, like and share

[@reeceoakes9486]

Thank you ever so much, this is extremely helpful and really assisted me in my appraoch. Really amazing and thank you once again

[@Dr.Okolie]

Thank you very much for watching the tutorial and finding the tutorial helpful. Pls, share and like.

[@abdulmoid4035]

Literally no match, just wonderful and meaningful

[@Dr.Okolie]

Thank you very much for watching. Please, like and share the video

[@abrammupuwi2141]

This quite helpful as you have managed to illustrate every step, it really helped me in my presentation of results.

[@Dr.Okolie]

Thank you for finding the video helpful. Pls, like and share

[@lorinail]

This was so helpful! It was very understandable and described the best way to share and interpret the data for my survey.

[@Dr.Okolie]

Glad it was helpful!

[@sangapratap2760]

thank you very much, sir, This is very informative for the researcher

[@Dr.Okolie]

Thank you very much for watching the video tutorial. Pls, like and share. Best wishes

[@kassahunmulatu1457]

Thanks, Dr for your very interesting and helpful presentation!

[@Dr.Okolie]

Glad it was helpful!

[@francelinoximenes3281]

Thanks sir. Excellent data analysis and interpretation of the 5-point Likert scale. It will be much better if you explain more deeply "what MEAN and Standard Deviation stand for; and how they are applied in research both academic and non-academic (project)? This is good for the learners to understand it well. Sir you also need to show on SPPS how to produce the data set into Ms Word

[@michaelchiwaula1148]

I want to understand how to interpret the mean and standard deviation of the likert scale. I have not heard in the video the role of the standard deviation

[@martharobert7146]

Thank you so much Dr. may Almighty God bless you abundantly. I was in between on how to analyze data on my Thesis.

[@Dr.Okolie]

Thank you too for finding the video helpful. Best wishes

[@OpokaJames-f1b]

This is very elaborate and easy to understand. Thank you

[@Dr.Okolie]

Glad it was helpful!

[@StephenKhisa-rl9ke]

thanks for a very interesting presentation. have learnt a lot from you.

[@Dr.Okolie]

Glad to hear that!

[@sufrero3589]

Thank you Dr. Ugo, appreciated this simple tutorial and useful... Love from India.

[@Dr.Okolie]

@sufrero3589, thank you very much for finding the tutorial helpful. Pls, share and like the tutorial. Best wishes.

[@SsosoAD]

You're the best really, I watched many videos but your lecture was very helpful.
Thank you!!

[@Dr.Okolie]

Glad it was helpful!

[@laouelmoustapha1171]

thanks Dr, i'am grateful of your explanations

[@Dr.Okolie]

Thank you.

[@esabaimansi2897]

Thank you sir, this helped me with my interpretation.

[@Dr.Okolie]

Best wishes

[@annomjames5060]

By the way I enjoyed learning from your tutorials. Thank you so much for the video.

[@Dr.Okolie]

Happy to hear that!

[@adeyemijohnson2576]

Thank you for the videos, very informative and helpful

[@Dr.Okolie]

Glad you like them!

[@pinkisharma5217]

This is so helpful for me as well as my group ❤❤❤

[@Dr.Okolie]

Glad it was helpful!

[@mercykadenyi257]

This is phenomenal.Thank you very much

[@Dr.Okolie]

Glad it was helpful! Please, like and share

[@Iamstephen_st]

This has helped me in my analysis.

[@Dr.Okolie]

Thank you very much. Pls like and share the video

[@digantamudoi1785]

Thank you, Dr Ugochukwu Sir. Really it is an excellent video on Likert Scale. Actually, I am pursuing PhD programme. This video helps me a lot in my research work. Sir, expecting more videos in future. D K Mudoi, Assam, India.

[@Dr.Okolie]

Thank you very much @digantamudoi1785 (D K Mudoi, Assam) for finding the tutorial helpful. Please, share to others who may learn from the video, and please subscribe to my channel to get a notification when next i post a new video. Best wishes.

[@digantamudoi1785]

@@Dr.Okolie Obviously Sir

[@megaflowergirl99]

really simplified data analysis for me! Thank you!

[@Dr.Okolie]

Best wishes.

[@lawrencekazibwe9751]

Thanks alot Dr, it has been very informative

[@Dr.Okolie]

Thank you for finding the video helpful. Pls, share and like. Best wishes.

[@LishaMo-o9u]

Thank you so much Dr. You've helped me a ton!! Best of luck to you!

[@Dr.Okolie]

Thank you very much. Glad it helped.

[@atomscientist7305]

Thank you, very amazing lecture

[@Dr.Okolie]

Glad you liked it!

[@alirasoli4328]

helped me in the scenario, I was tackling about. hope you will share the knowledge you gained with others

[@Dr.Okolie]

Thank you very much for finding the tutorial helpful.

[@andiliaugustinus8409]

well explained. thank you so much Prof.

[@Dr.Okolie]

Thank you.

[@hibas8078]

Thank you, Dr Ugochukwu. This is really insightful and very helpful. I was looking for a way to measure the results. This is the only useful video a have come across on. ps. I was looking for 3 days. 😅

[@Dr.Okolie]

Glad it was helpful! Please share and like.

[@mainguyenthingoc8399]

thank you so much, I am struggle with interpreting the results.

[@Dr.Okolie]

Thank you too

[@AdelowoAbimbolaDavid]

Thank you so much for this content. Please do you have literature that back up your decision on the weighted average in this video? Kindly share if there is any..... thanks.

[@RUBA_JAABI]

This tutorial is very much useful and I will advise that next time you try to ensure you give more details especially in the area of transitioning from the data into a full report...Once more thank your time

[@Dr.Okolie]

Thank you for finding the tutorial helpful. Sure, your suggestion is welcome. Best wishes

[@rilwanuadamu5372]

Really appreciate it Dr

[@Dr.Okolie]

It's my pleasure

[@papayonarchitect3392]

Thanks Dr Okolie @Dr.Okolie for this insightful breakdown of data.
Can the decision column outcome be used to develop an hypothesis, pls expatiate on it.
Also, do you have a video on hypothesis development and 'analysis'? Kindly share the video link in response to my question. Thank you.

[@oluchiobi3076]

Wow, thank you Dr. I learnt so much

[@Dr.Okolie]

Thank you so much Oluchi. Happy you found the tutorial interesting. Please, share and let your students learn from the tutorial too.

[@Olwam_Mnqwazi]

You make it look so easy! Thank you

[@Dr.Okolie]

Thank you for watching the video

[@Zainab-n4g]

Well presented, thank you

[@Dr.Okolie]

Glad it was helpful! Thank you very much for watching the video tutorial

[@KseniaFreis]

Thank you so much for the tutorial!

[@Dr.Okolie]

Thank you too for watching the video

[@kidanemariambaraki2528]

Thank you Dr. for the reply. It is you understand my concern. Yes this is good for descriptive analysis what you displayed. My concern is I have Likert scale data collected from the sample. I want to infer the population using this data with a significance test. That is why I asked you. If you have any reference in regard to this or any support, please do Dr. . Thank you for everything.

[@Dr.Okolie]

I suggest you do an analysis that allow you to establish relationships. Check out my video on Grouping Likert Scale data into continuous variables, and also, see my videos on regression analysis. This may be what you want

[@kidanemariambaraki2528]

Thank you Dr. for the support. I will

[@emetuchehillary4735]

Very helpful. Thank you.

[@Dr.Okolie]

Thank you very much. Please, share and like the video

[@SerishaSher]

Hi Dr... Can you please show us how to perform correlation calculation between 2 sets of ordinal data. For instance I wish to see if scores for items in perception correlated with scores in items for knowledge.

[@Emeka241]

Great work
Thank you Dr. Ugochukwu

[@Dr.Okolie]

Thank you so much for finding this tutorial helpful and liking my effort. Best wishes

[@OnwePaulChikaodili-bi6pf]

Thanks so much sir!
Plz sir could you make a class or video on how to analysis demographic characteristics of respondents and how to use charts in SPSS!

[@Dr.Okolie]

@@OnwePaulChikaodili-bi6pf Thank you so much dear Paul. Sure, I will make a video on that soon.

[@solomonmathewos1419]

Amazing Approach.

[@Dr.Okolie]

Glad it was helpful!.
You also find this helpful too ua-cam.com/video/_GbIBtg5yG0/v-deo.html

[@mets22]

Thanks for the presentation. Please it is a good practice to repeat the percentages during the interpretation of the results?.

[@Dr.Okolie]

You can always fine a more refined way to present your results

[@samiraben1217]

Thanks a lot Professor! And please how could we decide about an average perception (in case we want to interpret the answers using three perceptions: high- average- and low)? Many thanks

[@mayajha5038]

Excellent ! Thanks

[@Dr.Okolie]

Thanks so much

[@getahunsintayehu8567]

hi dear Dr. your lecture is very important. how to develop an attitude measurement questionnaire patient on radiotherapy treatment

[@ufuomaahwinahwi5287]

Thank you for sharing your knowledge

[@Dr.Okolie]

Thank you very dear Ufuoma for finding the tutorial helpful and interesting. Pls, you may share the tutorial to others who may learn from it, like and subscribe. Best wishes.

[@ambroseoloveze9016]

Dr this is really insightful. As usual you're top notch❤

[@Dr.Okolie]

Thank you very much for watching the tutorial. Pls, share and like.

[@kidanemariambaraki2528]

Thank you so much, Dr. I really appreciate the way how to use Likert scale data analysis and interpretation of results. I have a question Dr. Can we use any significant test for the decisions you made? If so what test and how, please.

[@Dr.Okolie]

Thank you for the question. If I got your question clearly, you want to base your decision on a statistically significant value like P

[@chinonsookoro6247]

THANK YOU SIR, THIS IS HELPING ME RIGHT NOW AS I WAS ALMOST STUCK IN ANALYSING MY RESPONSES. HOW DO I RAISE HYPOTHESIS AND REGRESSION ANALYSIS TOO? REMAIN BLESSED

[@Dr.Okolie]

ua-cam.com/video/kEUf03LHiXI/v-deo.htmlsi=yMy3RRMaegoOBxF1
This tutorial can help you

[@ayomide7052]

Thank you for the video, it is really informative and I learnt a new thing. How do I form table of high, low and neutral perception for the respondents, do I make use of equal interval

[@Dr.Okolie]

Thank you. You can simply follow the way I presented the results in the video to present your own table(s).

[@lalissa1744]

Impressive from Ethiopia 😮

[@Dr.Okolie]

Thank you for finding the tutorial interesting.

[@mostafaalaywan3704]

thank you so much Dr Okolie for this great video. plz I have some questions : your decision to classify the item to low or high perception based on the mean scores of the item itself without taking in consideration the distribution of reponses on the 5-categories (SA,A,UN,D,SD). the third item classified "low perception" and you wrote in the conclusion that "majority of participants had low perception " whereas 68.2% of them answered (SA+A) and 23.8% answered D+SD. how can interpret this contradiction? . Thank you in advanced Dr Okolie

[@asadullahbalouch2674]

Well done! Thank you, Dr.
Please give a reference for calculating the decision, weighted average, and disagreeing decision. I searched for other sources but could not find the appropriate one.

[@Dr.Okolie]

But the video is also a reference source. A reference source must not be a book. Cite the video

[@asadullahbalouch2674]

Professor@@Dr.Okolie, really indebted to you. Thank you so much.

[@Dr.Okolie]

@@asadullahbalouch2674 Thank you so much

[@gamingwithomi8706]

Thank you very much sir

[@Dr.Okolie]

Thank you very much

[@VincentEduardASTACLARA]

This is very helpful! Can you please share with me a good reference book elaborating on this? Thank you!

[@Dr.Okolie]

The video itself is a reference source. All information must not be presented in a book. You are allowed to cite and reference online videos as well.

[@folahassan5827]

Thanks for this video!!!

[@Dr.Okolie]

Thank you for watching the video

[@sibusiso.dntshangase5875]

Very interesting Sir

[@Dr.Okolie]

So nice of you. Please, share and like the video

[@okonkwochukwuebuka2645]

Thanks for the video. What happens when the mean is equal to the weighted mean

[@Dr.Okolie]

If the Mean of any item is equal to the value of Weighted Mean, it means a positive perception. From the exact value of the Weighted Mean and above is viewed as positive.

[@academicws3765]

That's is great but I strongly recommend you quantify the "majority" and "minority" since this is quantitative study. We need to know how many or percentage form the majority or minority in reporting the findings. Thanks

[@Dr.Okolie]

OK. Thank you

[@Ikechukwu41]

Good evening sir. I really like how you took time to explain this likert scale data.
Sir, can you send me the data to use for practice.
Thank you.

[@Dr.Okolie]

Thank you for appreciating the video. You can actually use your own data to practice. Simply follow the steps. I do not currently have the data.

[@Ikechukwu41]

@@Dr.Okolie Alright.

[@eto5609]

I just found the answer
(64 * 5) + (61 * 4) + (13 * 3) + (6 * 2) + (16 * 1) = 320 + 244 + 39 + 12 + 16 = 631
Mean = 631 / 160
Mean = 3.944
It is good to explain every step especially because of people that does not want to over-rely on the software

[@Dr.Okolie]

Great!

[@ebenezeramponsah8314]

Great presentation sir. i however need to find a video that teaches how to code the responses.

[@Dr.Okolie]

ua-cam.com/video/jWx6QuI5ycQ/v-deo.html
Thank you.

[@rubaiyatborgohain8628]

Thank you so much sir. I have one query. Can you please explain when the questionnaire contains: List of options (7 preferred practices) and ask the respondent to choose their preferences by ranking the options. Then what should we put in values section of variables view in SPSS. And how the ranking preference can be interpreted

[@maryfidelisiyere]

Thank you very much, Sir. This video has clarified areas of confusion, and I am grateful. More Grace to keep up the good work. My question is can Likert scale data be used as qualitative data?

[@Dr.Okolie]

Thanks for watching the video. Likert scale questionnaire is structured and cannot allow respondents the opportunity to express themselves beyond the structured questionnaire. Therefore, it cannot be used for qualitative research. Qualitative research makes use of semi-structured questionnaire where the respondents have the freedom to express themselves. Hope this helps.

[@maryfidelisiyere]

Thanks, it helps a lot@@Dr.Okolie

[@obasuyidamilola9851]

A nice video indeed. Kudos sir. Please sir do you have explanatory videos on inferential statistics like t-test, anova, PPMC and the likes sir. I'm 100% sure its going to be superb sir if there any and if not can you please help to come up with it sir. Thanks in anticipation sir

[@Dr.Okolie]

Thank you for watching the tutorial. Sure, I will produce detailed videos on t-test and ANOVA soon.

[@kgnesta]

Thanks so much.

[@Dr.Okolie]

Thanks for watching this tutorial. Best wishes

[@kgnesta]

​@@Dr.Okolie Dr. Pls can you do a video on how to do corellation between multiple variables? A variable of 3 items, compared with another variable with 3 items. Many Thanks

[@immaculatemtitu802]

Thank you so MUCH

[@Dr.Okolie]

Thank you. Please, share and like the video

[@faraht227]

Your video is very informative, thanks! Question: are Likert- scale items ordinal or interval?

[@Dr.Okolie]

Thanks for watching the video. Please like and share.
Sure. Likert-type questions are generally considered ordinal data.

[@okwukwumiracle9764]

Where have you been all life sir. Thank you for this

[@Dr.Okolie]

Thank you so much. Pls, like the video and share

[@RagaHailu]

Thank you for your lecture. but ... do we just make a decision based your point or how about a standard scheme ?

[@Dr.Okolie]

Maybe you can rephrase this statement so that I can understand you clearly.

[@amvenom2004]

be blessed there🎉

[@Dr.Okolie]

Thank you

[@georgebenardcoffie2867]

Thank you Dr. Okolie for the explanation. Please is this for chapter 4 or 5? I need help

[@Dr.Okolie]

For thesis, that's for the results section of your thesis

[@georgebenardcoffie2867]

@@Dr.Okolie Thanks Dr.

[@silasosundwa4638]

Great stuff

[@Dr.Okolie]

Thank you very much