How to Run One Way ANOVA in SPSS: Concept, Interpretation, and Reporting One Way ANOVA

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  • čas přidán 28. 08. 2024

Komentáře • 131

  • @MrArvihar
    @MrArvihar Před rokem +19

    5 days before my dissertation submission and my thesis guide adds a ANOVA test in my study. This video helped me understand the basics to interpret my results. This was a godsend! Thank you!

  • @vandanapatel5549
    @vandanapatel5549 Před 5 měsíci +2

    Had to run a one-way ANOVA for one of the questions on my applied project for my graduate stats class. Your video saved me and was so easy to understand. I really appreciate you taking the time to post this!

  • @austinxavi1022
    @austinxavi1022 Před 9 měsíci +1

    From your 20 Videos in the last 5 months( EFA< CFA, SEM, Moderator Interaction, ANOVA, Correlation, Regression) I got the right basics, and moreover the assumptions from different authors. Great work, neatly done. Simply great sir.

  • @expertknowledge8168
    @expertknowledge8168 Před 2 lety +2

    After watching this I can yes now I'm confident to guide anyone ...thank you for your effort..

  • @irammalii
    @irammalii Před 7 měsíci +1

    Sir, you are saving our lives. MashaAllah. Much appericiation.

  • @sakshipatidar2853
    @sakshipatidar2853 Před 5 měsíci +1

    Very amazing video
    I was not even explained anything from my mentors and through this video now i am able toh solve everything.

  • @SKhan-ge2cu
    @SKhan-ge2cu Před 2 lety +3

    JAK- this was so clearly explained, including how to write up results. Excellent!

  • @kawaqadir4832
    @kawaqadir4832 Před rokem +1

    Dear Mr. Fawad, thank you for your time and effort making this invaluable video. You are just incredible. The video was perfectly helpful and guiding. God Bless you

  • @alexus9338
    @alexus9338 Před rokem +2

    Fawad you are the best. Thank you so much

  • @Amanullah-pg1xm
    @Amanullah-pg1xm Před 2 měsíci +1

    What an amazing and to the point explanation :)

  • @nailafirdous6770
    @nailafirdous6770 Před 2 lety +1

    thank you sir..your lectures are very clear to understand

  • @KokabManzoor
    @KokabManzoor Před 2 lety +3

    Sir, what if , equal variances is assumed, then, which test will be most appropriate?
    Jazak Allah kher for your sincere and untiring efforts..

    • @researchwithfawad
      @researchwithfawad  Před 2 lety +1

      If assumed, you can use LSD, Bonferroni, or Tukey. However, there is no single test recommended. These are mostly used. Some also say, that one may do trial and error to see which gives better results.

  • @premanandameher9147
    @premanandameher9147 Před 11 měsíci +1

    you are explaining very nice. thank yuo

  • @anshikamishra6358
    @anshikamishra6358 Před 11 měsíci +1

    Amazing explanation sir🙏👍 really very helpful

  • @shaahyna
    @shaahyna Před 8 měsíci +1

    Thank you so much for this video.

  • @joykiden8514
    @joykiden8514 Před rokem +1

    Very helpfull, thank you Sir.

  • @Elitravelss
    @Elitravelss Před 6 měsíci +1

    Thanks, that was really helpful 😍

  • @fatmakhalid9183
    @fatmakhalid9183 Před 2 lety +1

    This was really helpful. Thank you!

  • @jumaniqbal8206
    @jumaniqbal8206 Před rokem +1

    Thankyou so much sir. Wonderfully explained.
    I have a query sir
    If the anova results are not significant, do we still need to do post hoc test??

    • @researchwithfawad
      @researchwithfawad  Před rokem

      Pleasure. I am glad you liked it. No need to check post hoc results

  • @Educationinsights00
    @Educationinsights00 Před rokem +1

    You should make null hypothesis as well....as this alternate Hypothesis H1 is confusing; we all have learnt if Sig. Value is less then 0.05, we reject Null Hypothesis (H0) and accept Alternate Hypospadias (H1)

  • @marfiyamjh8863
    @marfiyamjh8863 Před 2 lety +2

    Thankyou for this explanation sir. Since My hypothesis is : there is no significant difference in different levels of emotional maturity on resilience. Can I use One way Anova taking resilience as dependent?

    • @researchwithfawad
      @researchwithfawad  Před 2 lety +2

      Thanks. I am glad you liked it. Yes, if it is a continuous variable.

  • @hrrrtbyyt
    @hrrrtbyyt Před rokem +2

    Can you make a video about repeated measures ANOVA please thank you 💜

  • @inayahali9691
    @inayahali9691 Před 2 lety +1

    Thank you for this explanation. Do you have any video on MANOVA? It will be helpful too. Thanks again!

    • @researchwithfawad
      @researchwithfawad  Před 2 lety

      Thanks. I am glad you liked it. Not yet, but hopefully soon.

    • @inayahali9691
      @inayahali9691 Před 2 lety +1

      @@researchwithfawad much appreciated! Thanks.

  • @muhammadaamirkhan8182
    @muhammadaamirkhan8182 Před 3 lety +3

    Hi, can you please suggest any book(s)/article(s)/video(s) which help us to learn how to write a research article(s)? Of course, learning about research methodologies, data analyses, etc., are important; however, not knowing how to write/present the literature review, findings, discussions, etc., is even more important.
    P.S. Thanks for your hard work in developing such informative videos for us.

    • @researchwithfawad
      @researchwithfawad  Před 3 lety

      Thanks for your Email.
      I have made a whole course on Zillearn on writing research. Its Free. Here is the video on how to register
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      Please see the Webinars i have done on Paper Writing
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    • @researchwithfawad
      @researchwithfawad  Před 3 lety

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    • @KokabManzoor
      @KokabManzoor Před 2 lety

      Sir, what if , equal variances is assumed, then, which test will be most appropriate?
      Jazak Allah kher for your sincere and untiring efforts..

    • @researchwithfawad
      @researchwithfawad  Před 2 lety +1

      السلام علیکم
      Thanks. Preferred is LSD, Bonferroni, or Tukey

    • @researchwithfawad
      @researchwithfawad  Před 2 lety

      Although, there is not ultimate preference. Some also suggest trial and error to see which results are best.

  • @Over1BV
    @Over1BV Před 2 dny

    Thank you Sir. vis itpro duc tsi te dotb logs potd otc om

  • @nailafirdous6770
    @nailafirdous6770 Před 2 lety +1

    plz make video on two way anova and manova..thank you sir

  • @user-do3oo1vh6n
    @user-do3oo1vh6n Před 2 měsíci

    In the results where we write the mean and the SD, can we also say the differences in the p-value we found on the post-hok test? For example, Junior employees M+SD was different from Senior employees M + SD (p-value)

  • @zuwairat
    @zuwairat Před 10 měsíci +1

    Do you have a video on two way anova?

    • @researchwithfawad
      @researchwithfawad  Před 10 měsíci

      Thanks for watching l. Not yet, but I hope to make one soon.

    • @zuwairat
      @zuwairat Před 10 měsíci

      @ResearchWithFawad your work here has been very helpful for my DBA thus far, thank you 😊

  • @engkimatlau3273
    @engkimatlau3273 Před 3 měsíci

    Sir which post hoc test should be used when homogeneity of variance is assumed?

  • @bijoylaxmibaruah3034
    @bijoylaxmibaruah3034 Před 3 měsíci

    Can you please tell which version of SPSS you are using?

  • @sawsandandachy7382
    @sawsandandachy7382 Před rokem +2

    First, Thank you. I am doing a survey on Managerial communication and his impact on work performance . Since managerial communication is an interaction between managers and employees . I would like to test if manager's demo graphical factors affect the level of managerial communication . Which I've created a new variable mean for the relevant likert scales of Managerial communication . Demographical factors are presented as MUltiple choices questions not likert scale , not more than three group ( to explain more. this survey is created for employees, so employees the participants were asked to choose reasons behind miscommunications , represented as demographical factors for the managers. SO i want to tets the demo fac of the managers not the employees ) . is it possible to use one way anova to test each of the demographical factors which are ( gender, culture,language ? I did that but even though if there is a sign , post hoc test is not represented bcz I have no groups. need help please

    • @researchwithfawad
      @researchwithfawad  Před rokem

      Pleasure. I am glad you liked it. Use Multiple Regression Analysis. Please watch
      czcams.com/video/zaOFXnXC8Y0/video.html

    • @sawsandandachy7382
      @sawsandandachy7382 Před rokem

      @@researchwithfawad I did that but my advsior told me to use ANOVA.

    • @sawsandandachy7382
      @sawsandandachy7382 Před rokem

      May I Ask another question, why HOC TEST is not showing while doing anova test ( gender with 3 groups ) . SPSS shows that it is less than 3 groups.

  • @chefberrypassionateresearcher

    Sir, can i use Likert 5 point items of a formative construct to conduct individual one way ANOVAs?

    • @researchwithfawad
      @researchwithfawad  Před 4 měsíci +1

      Yes, individual anova

    • @chefberrypassionateresearcher
      @chefberrypassionateresearcher Před 4 měsíci

      @@researchwithfawad Sir, but most of the reviews say that we can't analyse single Likert item (on 5 point scale), through parametric tests, as it is ordinal in nature. Please clarify & guide

    • @researchwithfawad
      @researchwithfawad  Před 4 měsíci

      You may use Kruskal Wallis

  • @dr.priyankasingh2018
    @dr.priyankasingh2018 Před 4 měsíci

    Sir whether one way ANOVA is appropriate or not for business turnover and tax paid (over the tunover) by the respondents over different years ?

  • @NadeemSharif-dv5sy
    @NadeemSharif-dv5sy Před měsícem

    If all the solved table is given how can we just interpret and plot

    • @researchwithfawad
      @researchwithfawad  Před měsícem

      The interpretation is in the video. You may need to watch it again.

  • @ShivaniSharma-fo5tl
    @ShivaniSharma-fo5tl Před rokem

    hello sir,
    from this analysis, we can say that junior and middle-level employees are more committed to the organization than senior-level employees??
    please reply.

    • @researchwithfawad
      @researchwithfawad  Před rokem

      I dont exactly remember the mean values but if mean value is high for middle level, their commitment is high.

  • @bikasbasnet9907
    @bikasbasnet9907 Před rokem

    I have a problem , I have a independent variable say irrigation type (a) Cannel b ) Wetland and Dependent variable Blighted leaf , so which test is best for the which irrigation type influence significantly to Blighted leaf, and how much ?

    • @researchwithfawad
      @researchwithfawad  Před rokem

      How are you measuring the dependent variable? What are the values that the DV can have?

    • @bikasbasnet9907
      @bikasbasnet9907 Před rokem

      @@researchwithfawad my dependent variable is scale variable with Numbers of blighted leaf per spot ,

    • @researchwithfawad
      @researchwithfawad  Před rokem

      You can use linear regression analysis if the numbers have equal intervals.

  • @MariaLoves1D1
    @MariaLoves1D1 Před rokem

    Hello! If I want to see whether there is any significant difference in means in 2 groups, then can I still use one way ANOVA or it is better if I use 2 sample t-test? Thank you for your help!

  • @sscoolmetv4686
    @sscoolmetv4686 Před 2 lety +1

    Nice

  • @iffahnadiah1615
    @iffahnadiah1615 Před 2 lety

    What is act the value of sig. if it is considered as no significant and have significant difference?

    • @researchwithfawad
      @researchwithfawad  Před 2 lety

      How can something be considered as not significant and have significant differences as well.
      I didn't quite understand the question

  • @noorrehhan310
    @noorrehhan310 Před rokem

    Sir my study is comparative cross sectional study adlnd my research is comparison of retinal sensitivity with age soo what do I have to apply?? Like one way ANOVA options??

  • @sanjanaverma1813
    @sanjanaverma1813 Před rokem

    Sir, I want to see demographic impacts on adoption of fintech. Now adoption data is on likert scale. Please suggest me whether Anova can be Applied or not?

  • @shalinireddynaini7197

    the homogeniety of variance value is 0.004 which is greater than p value of 0.001, then it is not significant.. how can we say it is significant? pls explain

    • @researchwithfawad
      @researchwithfawad  Před rokem

      Homogeneity of variance less than 0.05 is significant. Hence, equal variance is not assumed.

    • @kanwalpreet
      @kanwalpreet Před rokem

      Sir, levene's rest value should be more than 0.05 na??

  • @susanna5254
    @susanna5254 Před rokem

    Hello Sir! I know this video is about ANOVA, but I would have a question about MANOVA, unfortunately I coudn't find a video regarding this.
    I'm really confused and shocked right now:
    A prerequisite of the MANOVA is that the dependent variables are at least interval scaled, right? Does this mean that I am not allowed to calculate a MANOVA with my ordinally scaled data (5-point Likert scale from "strongly disagree" to "strongly agree")??
    But in the paper that my experiment is based on, the authors did it this way..?? I am so confused right now

    • @susanna5254
      @susanna5254 Před rokem

      If I am really not allowed to measure a MANOVA, what kind of test could i measure to test for group differences? I think it would maybe be the kruskal-wallis-test? But again, why did eroglu et al. (2022) measure a manova then..

    • @researchwithfawad
      @researchwithfawad  Před rokem

      I am afraid, i haven't worked much on MANOVA yet, so i wont be able to help you with MANOVA at the moment.

    • @susanna5254
      @susanna5254 Před rokem

      @@researchwithfawad Alright, thank you anyways for your fast response!

  • @Educationinsights00
    @Educationinsights00 Před rokem

    Sir i think its two or more then two levels of Indipendent Variables ...Not 3 or more then three

  • @user-ee1rs8ed2x
    @user-ee1rs8ed2x Před 2 lety

    Sir!How many variable have u took in data view of OC and Rank?

    • @researchwithfawad
      @researchwithfawad  Před 2 lety

      How many? I guess for this example i took OC as DV and rank as IV, but multiple DVs are possible

  • @rediettesfaye2665
    @rediettesfaye2665 Před 2 lety

    Hello there, where did the level of commitment number comes from?

    • @researchwithfawad
      @researchwithfawad  Před 2 lety +1

      Commitment is measured using different items that were later indexed.
      To do so you can calculate the mean score of the indicators.
      Go to Transform -> Compute Variable
      In the Targent Variable Box -> Commitment
      In the Numeric Expression -> Mean(COMM1, COMM2, ......., COMMN)

    • @rediettesfaye2665
      @rediettesfaye2665 Před 2 lety +1

      ​@@researchwithfawad I appreciate your commitment and the precise way you covered each topic in your quick and clear response.

    • @researchwithfawad
      @researchwithfawad  Před 2 lety

      Thanks. I am glad you liked it

  • @hameemislam753
    @hameemislam753 Před 5 měsíci

    Sir is 0.026 greater than 0.005 or less

  • @gregkoch6440
    @gregkoch6440 Před 2 lety

    What if your Levene statistic isn't significant but your ANOVA results are significant and Post Hoc results are significant? Can you still reject the null hypothesis that homogeneity of means exists?

    • @researchwithfawad
      @researchwithfawad  Před 2 lety

      No Hypothesis is accepted or rejected based on ANOVA results not Levene statistics. Levene statistic is an assumption for homogeneity.

    • @gregkoch6440
      @gregkoch6440 Před 2 lety

      @@researchwithfawad So, in my analysis I could specify that the Levene test was not significant but the ANOVA and Post Hoc tests showed significance and based on that I reject the hypothesis?

    • @researchwithfawad
      @researchwithfawad  Před 2 lety

      Yes, Levene test is an assumption not to test the hypothesis. Hypothesis is tested based on the ANOVA results

    • @gregkoch6440
      @gregkoch6440 Před 2 lety

      @@researchwithfawad Thank you so much for your feedback! Loving the content. So informative and helpful to me while I write my thesis. One last question. You didn't mention any information about Eta values but the Eta-squared values tend to be 0.007, 0.076, 0.028. Should I be concerned about these?

    • @researchwithfawad
      @researchwithfawad  Před 2 lety

      Glad you liked it. Quite low, but see the significance.

  • @sharmilalingum7006
    @sharmilalingum7006 Před 2 lety

    Can i use anova for 2 groups the groups are the ones answered yes or no with total score

    • @researchwithfawad
      @researchwithfawad  Před 2 lety

      Thanks for your comment. Please use independent samples t test.
      czcams.com/video/AutM6PQjztc/video.html

  • @abdulrafay134
    @abdulrafay134 Před 2 lety

    Sir can we use scale category as independent variable

    • @researchwithfawad
      @researchwithfawad  Před 2 lety

      Yes, any variable with three or more categories can serve as IV, the DV should be numerical

  • @snehalbhosale2734
    @snehalbhosale2734 Před 2 lety

    In levene test significance value is 0.004 which is less then 0.05 so we have violated the the assumption please clarify this

    • @researchwithfawad
      @researchwithfawad  Před 2 lety

      Yes, if the value is less than .05, the Levene's test of Equality is Significant.

    • @jonathanlim2066
      @jonathanlim2066 Před 2 lety

      ya, u r correct. shouldn't we discontinue the post hoc test

    • @abidhussainwani3028
      @abidhussainwani3028 Před 2 lety

      @@jonathanlim2066 Yes, I think sir is confused with the null hypothesis of this test.

  • @adamrabbani7217
    @adamrabbani7217 Před 2 lety +1

    hi sir, can I get the data set?