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The best way to analyze LIKERT SCALE and INTERPRET the results

🟨 Materials
1. How to code a questionnaire on Excel: • How to code a question...
2. The Likert scale template in MS Word: redev.gumroad.com/l/plqxg
🟨 ⏱ Timestamps
00:00-01:00 How to code a Likert scale survey;
01:00-02:00 How to import data to SPSS;
02:00-04:00 How to run descriptive statistics on Likert scale (Mean and standard deviation)
04:00-05:00 How to interpert Likert scale results (Mean and standard deviation SD)
06:00-12:00 How to run inferential statistics on Likert scale (p-value, hypothesis tests, T-test, ANOVA, chi-square tests, correlation, regression ... among others)
🟨Social media
Facebook: / benhima1
WhatsApp: +212619398603 / wa.link/l6jvny
Email: datanalysis93@gmail.com
Instagram: / medbenhima2015
TikTok: www.tiktok.com/@mohamedbenhim...
LinkedIn: / mohamed-benhima-phd-6a...
Google Scholar: scholar.google.com/citations?...
Twitter: / mohamed_benhima
For support: www.buymeacoffee.com/Research101
🟨Get customizable templates developed over eight years of research work experience:
📄✏: Customizable research templates catalogue: redev.gumroad.com/
📄✏: Likert scale survey 1: Get a Likert scale template customizable in Microsoft Office Word via: redev.gumroad.com/l/hmmwj
📄✏: Likert scale survey 2: Another short version of a five-point Likert scale in MS Word: redev.gumroad.com/l/ptsbz
📄✏: Likert scale survey 3: redev.gumroad.com/l/oxnve
📄✏: Likert scale reliability report template: redev.gumroad.com/l/jdbxdz
📄✏: Lkert scale EFA, CFA, PCA, Eigenvalue, Cronbach alpha reliability, Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy, Bartlett's Test of Sphericity: redev.gumroad.com/l/cynbjf
📄✏: Mediation analysis template: redev.gumroad.com/l/yeaff
📄✏: Moderation analysis template: redev.gumroad.com/l/atsdw
📄✏: Ten customizable Likert scale templates: redev.gumroad.com/l/qcamn
#likertscale #hypothesistesting #excel

Пікірлер: 68

  • @JoshuaWhitehurstl
    @JoshuaWhitehurstl Жыл бұрын

    Mohamad, you're a legend. Thank you for helping me with my UK undergrad dissertation. :)

  • @ophelia.m9249
    @ophelia.m9249 Жыл бұрын

    Thank you so much! Came across a bit of confusion when analysing my data for a research investigation but now I'm all good! thank you for helping :)

  • @deerbuffalo
    @deerbuffalo Жыл бұрын

    Amazing video, I rarely comment but you've been so helpful to me! Thank you!

  • @rosemarybukola8644
    @rosemarybukola8644 Жыл бұрын

    Thanks so much for your explanation.

  • @xystus2780
    @xystus2780 Жыл бұрын

    You just saved me! i have done the analysis but so unsure if i am write because i read elsewhere than using mean to interpret likert scale is inappropriate so i have spent hours thinking and finding solution on youtube. i am submitting my capstone project today

  • @deepjyotighosh8330
    @deepjyotighosh833011 ай бұрын

    Thanks brother thank you so much finally i have learnt

  • @williamodela
    @williamodela5 ай бұрын

    Thank you.

  • @imaneayssami8707
    @imaneayssami8707 Жыл бұрын

    You are really the best, thank you so much for this tutorial, it helped a lot

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    Glad it helped

  • @bonneabo4568
    @bonneabo4568 Жыл бұрын

    That's very insightful. Thank you very much 👍👍👍

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    Most welcome:)

  • @emad8590
    @emad85907 ай бұрын

    Thank you, very helpful and simple way of explaining

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    7 ай бұрын

    You are welcome!

  • @redgestorm777
    @redgestorm7774 ай бұрын

    My Brother, you're a lifesaver !! I just pray for you , your family , your parents and wish you every success in life.

  • @brighttooth3592
    @brighttooth3592Ай бұрын

    Thank you

  • @AppleCherryRachel
    @AppleCherryRachel Жыл бұрын

    This guy is amazing! You have helped me tremedously throughout my thesis writing. Whatsapped him and he replied instantly. I wish you nothing but the best in life and to have plenty of rezeki

  • @mbinyuisidiki9726

    @mbinyuisidiki9726

    Жыл бұрын

    His number please

  • @saidbouhsine2071

    @saidbouhsine2071

    Жыл бұрын

    His phone number if you don't mind

  • @AppleCherryRachel

    @AppleCherryRachel

    Жыл бұрын

    @@mbinyuisidiki9726 its in the description box

  • @Aadhyaparidhi8211
    @Aadhyaparidhi8211 Жыл бұрын

    Vry clear and informative information

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    Glad to hear this!

  • @abtechandanimalhealthtips913
    @abtechandanimalhealthtips913 Жыл бұрын

    Plz told me about data screening and normality? Cutpoint detail ?

  • @BS-ww4pb
    @BS-ww4pb Жыл бұрын

    Thank you so much so muchh

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    You're welcome!

  • @bkxornam
    @bkxornam4 ай бұрын

    You are so good, Sir. i've just subscribed to your channel.

  • @christinabaird2878

    @christinabaird2878

    3 ай бұрын

    Hey I'm from Guyana. Do you mind helping me cause I'm till lost. It's my research assignment 5:14

  • @abtechandanimalhealthtips913
    @abtechandanimalhealthtips913 Жыл бұрын

    How to put stakeholders response directly in spss

  • @MohamedBenhimaPhD
    @MohamedBenhimaPhD Жыл бұрын

    🟨📌 For assistance with data analysis, kindly contact me via this email: datanalysis93@gmail.com or WhatsApp: +212619398603 / wa.link/l6jvny Facebook: facebook.com/benhima1/ Instagram: instagram.com/medbenhima2015/ LinkedIn: www.linkedin.com/in/mohamed-benhima-phd-6a1087109/ TikTok: www.tiktok.com/@mohamedbenhima?is_from_webapp=1&sender_device=pc Google Scholar: scholar.google.com/citations?user=mx0JUzQAAAAJ&hl=en Researchgate: www.researchgate.net/profile/Mohamed-Benhima Twitter: twitter.com/Mohamed_Benhima WhatsApp: +212619398603 / wa.link/l6jvny E-mail: Datanalysis93@gmail.com 🟨Get customizable templates developed over eight years of research work experience: 📄The Likert scale template in MS Word: redev.gumroad.com/l/plqxg 📄✏: Customizable research templates catalogue: redev.gumroad.com/ 📄✏: Likert scale survey 1: Get a Likert scale template customizable in Microsoft Office Word via: redev.gumroad.com/l/hmmwj 📄✏: Likert scale survey 2: Another short version of a five-point Likert scale in MS Word: redev.gumroad.com/l/ptsbz 📄✏: Likert scale survey 3: redev.gumroad.com/l/oxnve 📄✏: Likert scale reliability report template: redev.gumroad.com/l/jdbxdz 📄✏: Lkert scale EFA, CFA, PCA, Eigenvalue, Cronbach alpha reliability, Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy, Bartlett's Test of Sphericity: redev.gumroad.com/l/cynbjf 📄✏: Mediation analysis template: redev.gumroad.com/l/yeaff 📄✏: Moderation analysis template: redev.gumroad.com/l/atsdw 📄✏: Ten customizable Likert scale templates: redev.gumroad.com/l/qcamn KZread channel: kzread.info/dron/jlkoygcYEE-jNwTZKUMmqw.htmlkzread.infogaming/emoji/7ff574f2/emoji_u1f4c4.png

  • @ringakol2368

    @ringakol2368

    Жыл бұрын

    This is outstanding video for data analysis, kindly help me to know the cost of research guiding

  • @anjaligoswami585
    @anjaligoswami585 Жыл бұрын

    Kindly make a video on analysis of 4 point likert scale...or even items likert scale

  • @micah1754

    @micah1754

    11 күн бұрын

    I think the same guidance applies

  • @Austino-Technology-Ltd
    @Austino-Technology-Ltd3 ай бұрын

    I'm not getting the number of respondents I need, this there's away to manipulate it ?

  • @azitojha2633
    @azitojha26334 ай бұрын

    Hello i have a questionare of my friend, i am in delima for it's analysis could you please help me out

  • @Tania-fn7rt
    @Tania-fn7rt Жыл бұрын

    Sir, How can we convert several likert scale data into single frame?like my work is on management quality so i have many questions on management services and want to bring up these on a single frame .what should I do ?...it will very kindness to you if you help me for that..

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    You can compute the overall mean or median of each scale

  • @Tania-fn7rt

    @Tania-fn7rt

    Жыл бұрын

    What will be suitable most for sum up likert scale mean value or it's overall median value ??Thank you so much sir..

  • @shreejoshi3692
    @shreejoshi3692 Жыл бұрын

    How to find correlation between 2 ordinal variables ... Will chi square independence work? If yes, How to do it? Are there any conditions thay we need to fulfil?

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    You can go for Pearson, spearman and Kendall's tau b

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    You can use them all without checking any conditions

  • @raynantlora1980
    @raynantlora1980 Жыл бұрын

    mean, median, mode, standard deviation and range only?

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    I think that is enough for descriptive statistics

  • @barrymccarthy6518
    @barrymccarthy6518 Жыл бұрын

    Hi How would you figure out the percentage comparison of likert scales please

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    kzread.info/dash/bejne/n3lkz6WeoqmvlZM.html

  • @marieellainemacarang7777
    @marieellainemacarang7777 Жыл бұрын

    Hi. I'm actually confuse about the data of my research. My statistician used this One-Way ANOVA in SPSS, but I'm struggling in how should I interpret the significance difference between the demographic profile (Age, Sex & Year Level) and their language attitude. Can I ask for your help about this?🥺 I badly needed the exact result about the significant difference 🥺 Cause really, I don't know how. Thank you..

  • @marieellainemacarang7777

    @marieellainemacarang7777

    Жыл бұрын

    From the data that I have, in my 2-part, 20-item, 5-point Likert Scale, every statements shows "Sig.". So I'm really confused on how it turns out? Since, I'm asking if there's significant difference between demographic profile and language attitude. Hoping that you could help me with this. thank you so much!

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    It depends on the significance level or p-value. If it is equal to or less than .05, it is statistically significant

  • @marieellainemacarang7777

    @marieellainemacarang7777

    Жыл бұрын

    There are just 2-3 statements that have less than 0.05

  • @marieellainemacarang7777

    @marieellainemacarang7777

    Жыл бұрын

    I've sent you a message through tg. So that I can send some screenshots of my data. Thank you so much.

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    @@marieellainemacarang7777 you can use WhatsApp

  • @z4p0tek
    @z4p0tek6 ай бұрын

    I don't agree. I think that with ordinal variables you can use for example: Mann-Whitneys U-test or Chi-squared test. Not the t-test unless you make a sum variable from multiple ordinal variables.

  • @stopworrying8850
    @stopworrying8850 Жыл бұрын

    Please help! I wanted to do following and need your help: 1. How to create demographic information tabel. Like age, gender, country, religion etc. Including means, SD, Range, percentage, N and so on ? Just like in scientific Artikel. 2. How to filter some part of data. For example we collected the data in 3 different times over a period of one year. So basically there are some people who did participate in 1. experiment but didn't in time 3 i mean they didn't continue the whole year. Now i just want to compare the 1. Times and the 3. Times of the persons who took part in all 3 times and not only once. How can i filter or select only those, who did the whole experiment? 3. How can i compare the first time with the second time or 3rd time to see if there's any difference between in case of health situation. I mean if they were healthy at the beginning are the now seek and vice versa? I wanted to do T, test. Can you please tell me what kind of test do i need to do? Im writing my bachelor thesis in psychology and have no clue of SPSS. Please help me and send some videos that show this Prozesse. Thanks for your help 👍

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    Actually, you need SPSS, R, Jamovi or Jasp software

  • @stopworrying8850

    @stopworrying8850

    Жыл бұрын

    @@MohamedBenhimaPhDi have spss . I just want to know which tests. Anova, gln or som

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    It actually depends on your research questions and hypotheses

  • @stopworrying8850

    @stopworrying8850

    Жыл бұрын

    @@MohamedBenhimaPhD i want to compare the progress of mental health over a period of a year. We tested 3 times over a year. Now i want to see, if there is different between 3 times. Which kind of test should i chose?

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    Жыл бұрын

    @@stopworrying8850Yes, I see. As you know there are several statistical tests that could be used to compare the progress of mental health over a period of a year, depending on the specific details of your study and the type of data you have collected. One test for comparing multiple groups over time is the repeated measures ANOVA. This test can be used to determine if there is a significant difference in mental health scores between the three testing occasions. Another option is the Friedman test which is a non-parametric test, similar to the repeated measures ANOVA, but does not assume that the data is normally distributed. This test can be used when the data is ordinal or continuous. you can also use a paired t-test to compare the mental health scores at each testing occasion to a baseline score or to each other.

  • @rehamdwairi496
    @rehamdwairi4969 ай бұрын

    If my data 5-likart scale and I want to use parametric test how can I do this ?

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    9 ай бұрын

    What parametric test would you like to use exactly as they are many?

  • @rehamdwairi496

    @rehamdwairi496

    9 ай бұрын

    @@MohamedBenhimaPhD I mean that my data not with normal distribution and I want to use parametric test is that possible?

  • @Maria-nz3mz
    @Maria-nz3mz2 ай бұрын

    is this spss or Smart pls?

  • @MohamedBenhimaPhD

    @MohamedBenhimaPhD

    2 ай бұрын

    SPSS

  • @michaelczarkowski2855
    @michaelczarkowski2855 Жыл бұрын

    No, no, no! You can’t run parametric tests with Nominal or Ordinal data. What does a “mean” of 3.44 actually mean when you are working with qualitative data. There is no 3.44 on a Likert scale! It would be like taking the jersey numbers on a football team, adding them up and dividing the sum by the number of members on the team. Nonsense answer! Your research question doesn’t justify misusing the level of measurement of your data.

  • @bm0204

    @bm0204

    Жыл бұрын

    I am also very confused. These videos are of immense help but I think my fundamentals aren't strong enough. I am dealing with a 3-point Likert scale for an attitude test but I am so confused if I can use the mean and SD there...what statistical test can be used with Ordinal data.

  • @bogey-dope

    @bogey-dope

    Жыл бұрын

    How is it a nonsense answer? Actually curious. In the most simplistic sense, if your sample has a mean of 3.5 on a 1 to 5 scale, it tells you where your sample lies on the scale, as a whole.

  • @Homitzky

    @Homitzky

    Жыл бұрын

    You can use parametric tests and mean/stdev on Likert scales (pseudo-quantitative scales derived from Likert items e.g. by averaging the scores), but not the items... And yes, Likert items are ordinal (it does not depend on the research objective, lol) and the scales are pseudo-quantitative. I strongly advise not to advise others before completely understanding the concepts yourself (I'm addressing the Author of the video here).

  • @FikayoOlaniyan-cf5qs

    @FikayoOlaniyan-cf5qs

    5 ай бұрын

    I doubt if you are a statistician. Likert scales are ordinal but when it has at least 5points, it can be treated as interval variable which is continuous. So, if it is a measure of satisfaction for instance, u can then use mean to compare how satisfied the respondents are using a grouping variable, ok? Thanks

  • @teganwilde7228

    @teganwilde7228

    4 ай бұрын

    It indicates a tenancy not an absolute, so it does make sense , tendancy is to agree or disagree

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