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

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  • Опубліковано 18 лис 2024

КОМЕНТАРІ • 137

  • @MrArvihar
    @MrArvihar Рік тому +21

    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 8 місяців тому +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 Рік тому +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.

  • @irammalii
    @irammalii 10 місяців тому +1

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

  • @sakshipatidar2853
    @sakshipatidar2853 7 місяців тому +1

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

  • @expertknowledge8168
    @expertknowledge8168 2 роки тому +2

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

  • @alexus9338
    @alexus9338 2 роки тому +2

    Fawad you are the best. Thank you so much

  • @SKhan-ge2cu
    @SKhan-ge2cu 2 роки тому +3

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

  • @kawaqadir4832
    @kawaqadir4832 Рік тому +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

  • @anshikamishra6358
    @anshikamishra6358 Рік тому +1

    Amazing explanation sir🙏👍 really very helpful

  • @syedabukhari7865
    @syedabukhari7865 20 днів тому

    Very understanding teach
    Ing style.thank u so much .sir

  • @premanandameher9147
    @premanandameher9147 Рік тому +1

    you are explaining very nice. thank yuo

  • @nailafirdous6770
    @nailafirdous6770 2 роки тому +1

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

  • @Amanullah-pg1xm
    @Amanullah-pg1xm 5 місяців тому +1

    What an amazing and to the point explanation :)

  • @shaahyna
    @shaahyna 11 місяців тому +1

    Thank you so much for this video.

  • @joykiden8514
    @joykiden8514 Рік тому +1

    Very helpfull, thank you Sir.

  • @fatmakhalid9183
    @fatmakhalid9183 2 роки тому +1

    This was really helpful. Thank you!

  • @Elitravelss
    @Elitravelss 9 місяців тому +1

    Thanks, that was really helpful 😍

  • @marfiyamjh8863
    @marfiyamjh8863 2 роки тому +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  2 роки тому +2

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

  • @KokabManzoor
    @KokabManzoor 3 роки тому +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  3 роки тому +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.

  • @jumaniqbal8206
    @jumaniqbal8206 2 роки тому +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  2 роки тому

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

  • @inayahali9691
    @inayahali9691 2 роки тому +1

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

    • @researchwithfawad
      @researchwithfawad  2 роки тому

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

    • @inayahali9691
      @inayahali9691 2 роки тому +1

      @@researchwithfawad much appreciated! Thanks.

  • @Educationinsights00
    @Educationinsights00 Рік тому +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)

  • @anugrewal9790
    @anugrewal9790 5 днів тому

    Greetings sir
    Can you please provide reference for assumptions it would be great help
    Thanks

  • @omw2fybl
    @omw2fybl Рік тому +2

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

  • @nailafirdous6770
    @nailafirdous6770 2 роки тому +1

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

  • @georgemartim6582
    @georgemartim6582 7 днів тому

    fantastic

  • @Annamariaa-g9i
    @Annamariaa-g9i 4 місяці тому

    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)

  • @Over1BV
    @Over1BV 2 місяці тому

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

  • @zuwairat
    @zuwairat Рік тому +1

    Do you have a video on two way anova?

    • @researchwithfawad
      @researchwithfawad  Рік тому

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

    • @zuwairat
      @zuwairat Рік тому

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

  • @sawsandandachy7382
    @sawsandandachy7382 Рік тому +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  Рік тому

      Pleasure. I am glad you liked it. Use Multiple Regression Analysis. Please watch
      ua-cam.com/video/zaOFXnXC8Y0/v-deo.html

    • @sawsandandachy7382
      @sawsandandachy7382 Рік тому

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

    • @sawsandandachy7382
      @sawsandandachy7382 Рік тому

      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.

  • @muhammadaamirkhan8182
    @muhammadaamirkhan8182 3 роки тому +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  3 роки тому

      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
      ua-cam.com/video/8e_Z7HNKIJQ/v-deo.html
      Please see the Webinars i have done on Paper Writing
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    • @researchwithfawad
      @researchwithfawad  3 роки тому

      Research Scholars and Academics are welcome to suggest the next Research Webinar. Please select from the options and also circulate in your research circle.
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    • @KokabManzoor
      @KokabManzoor 3 роки тому

      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  3 роки тому +1

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

    • @researchwithfawad
      @researchwithfawad  3 роки тому

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

  • @engkimatlau3273
    @engkimatlau3273 6 місяців тому

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

  • @user-iw5xr5ew3f
    @user-iw5xr5ew3f Місяць тому

    Sir if one way ANOVA results give significant results for DV and one IV for one of the moderators..then can we further do multiple regression and moderation analysis?

  • @bijoylaxmibaruah3034
    @bijoylaxmibaruah3034 6 місяців тому

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

  • @chefberrypassionateresearcher
    @chefberrypassionateresearcher 7 місяців тому

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

    • @researchwithfawad
      @researchwithfawad  7 місяців тому +1

      Yes, individual anova

    • @chefberrypassionateresearcher
      @chefberrypassionateresearcher 7 місяців тому

      @@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  7 місяців тому

      You may use Kruskal Wallis

  • @dr.priyankasingh2018
    @dr.priyankasingh2018 7 місяців тому

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

  • @ShivaniSharma-fo5tl
    @ShivaniSharma-fo5tl Рік тому

    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  Рік тому

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

  • @bikasbasnet9907
    @bikasbasnet9907 Рік тому

    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  Рік тому

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

    • @bikasbasnet9907
      @bikasbasnet9907 Рік тому

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

    • @researchwithfawad
      @researchwithfawad  Рік тому

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

  • @MariaLoves1D1
    @MariaLoves1D1 2 роки тому

    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!

  • @sanjanaverma1813
    @sanjanaverma1813 2 роки тому

    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?

  • @noorrehhan310
    @noorrehhan310 Рік тому

    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??

  • @sscoolmetv4686
    @sscoolmetv4686 2 роки тому +1

    Nice

  • @Allinone-p8j
    @Allinone-p8j 2 роки тому

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

    • @researchwithfawad
      @researchwithfawad  2 роки тому

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

  • @susanna5254
    @susanna5254 Рік тому

    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 Рік тому

      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  Рік тому

      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 Рік тому

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

  • @sharmilalingum7006
    @sharmilalingum7006 2 роки тому

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

    • @researchwithfawad
      @researchwithfawad  2 роки тому

      Thanks for your comment. Please use independent samples t test.
      ua-cam.com/video/AutM6PQjztc/v-deo.html

  • @iffahnadiah1615
    @iffahnadiah1615 2 роки тому

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

    • @researchwithfawad
      @researchwithfawad  2 роки тому

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

  • @rediettesfaye2665
    @rediettesfaye2665 2 роки тому

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

    • @researchwithfawad
      @researchwithfawad  2 роки тому +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 2 роки тому +1

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

    • @researchwithfawad
      @researchwithfawad  2 роки тому

      Thanks. I am glad you liked it

  • @NadeemSharif-dv5sy
    @NadeemSharif-dv5sy 4 місяці тому

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

    • @researchwithfawad
      @researchwithfawad  4 місяці тому

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

  • @adamrabbani7217
    @adamrabbani7217 2 роки тому +1

    hi sir, can I get the data set?

    • @researchwithfawad
      @researchwithfawad  2 роки тому +1

      I can give you a sample. Please email me on kh.fawad83@gmail.com

    • @adamrabbani7217
      @adamrabbani7217 2 роки тому +1

      @@researchwithfawad thank you sir!

  • @shalinireddynaini7197
    @shalinireddynaini7197 2 роки тому

    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  2 роки тому

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

    • @kanwalpreet
      @kanwalpreet Рік тому

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

  • @abdulrafay134
    @abdulrafay134 2 роки тому

    Sir can we use scale category as independent variable

    • @researchwithfawad
      @researchwithfawad  2 роки тому

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

  • @Educationinsights00
    @Educationinsights00 Рік тому

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

  • @gregkoch6440
    @gregkoch6440 2 роки тому

    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  2 роки тому

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

    • @gregkoch6440
      @gregkoch6440 2 роки тому

      @@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  2 роки тому

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

    • @gregkoch6440
      @gregkoch6440 2 роки тому

      @@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  2 роки тому

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

  • @snehalbhosale2734
    @snehalbhosale2734 2 роки тому

    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  2 роки тому

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

    • @jonathanlim2066
      @jonathanlim2066 2 роки тому

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

    • @abidhussainwani3028
      @abidhussainwani3028 2 роки тому

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

  • @hameemislam753
    @hameemislam753 7 місяців тому

    Sir is 0.026 greater than 0.005 or less