How to Run One Way ANOVA in SPSS: Concept, Interpretation, and Reporting One Way ANOVA
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- เผยแพร่เมื่อ 24 ก.ค. 2024
- How to Run One Way ANOVA in SPSS. This tutorial will guide the scholars on how to run One Way ANOVA using SPSS, How to Interpret the Results, and How to Report One Way ANOVA Results.
Note: It is recommended to use Welch Anova is Homogeneity of Variance is Significant. To know more, you may watch the updated One Way ANOVA tutorial
• 10. SPSS Classroom - H...
For Notes and Reporting Template, Please Visit
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#OneWayANOVA #SPSS #OneWayANOVAinSPSS #ReportingOneWayANOVA #SPSSTutorial #SPSSDataAnalysis
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!
Pleasure. I am glad you liked it.
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!
Glad it helped!
JAK- this was so clearly explained, including how to write up results. Excellent!
Alhamdulilah. I am glad you liked it.
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.
Thank you. I am glad you liked the videos.
After watching this I can yes now I'm confident to guide anyone ...thank you for your effort..
Thanks. I am glad you liked it
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
You are most welcome. Do Share in your research circle.
Very amazing video
I was not even explained anything from my mentors and through this video now i am able toh solve everything.
Thanks. I am glad you liked it
Fawad you are the best. Thank you so much
So nice of you
This was really helpful. Thank you!
Thanks l. I am glad you liked it
Sir, you are saving our lives. MashaAllah. Much appericiation.
Thanks for watching.
Thank you so much for this video.
You are so welcome!
thank you sir..your lectures are very clear to understand
You're most welcome
What an amazing and to the point explanation :)
Glad it was helpful!
you are explaining very nice. thank yuo
Thanks for watching.
Very helpfull, thank you Sir.
Pleasure. I am glad you liked it.
Thanks, that was really helpful 😍
Glad it was helpful!
Amazing explanation sir🙏👍 really very helpful
Thanks. I am glad you liked it.
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)
Yes
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!
Please use 2 sample t test. Hope it helps.
Sir, what if , equal variances is assumed, then, which test will be most appropriate?
Jazak Allah kher for your sincere and untiring efforts..
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.
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?
Thanks. I am glad you liked it. Yes, if it is a continuous variable.
What is act the value of sig. if it is considered as no significant and have significant difference?
How can something be considered as not significant and have significant differences as well.
I didn't quite understand the question
Sir, can i use Likert 5 point items of a formative construct to conduct individual one way ANOVAs?
Yes, individual anova
@@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
You may use Kruskal Wallis
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)
Noted.
Thank you for this explanation. Do you have any video on MANOVA? It will be helpful too. Thanks again!
Thanks. I am glad you liked it. Not yet, but hopefully soon.
@@researchwithfawad much appreciated! Thanks.
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??
One way, if there are three or more age groups.
Sir which post hoc test should be used when homogeneity of variance is assumed?
You can use LSD
Sir!How many variable have u took in data view of OC and Rank?
How many? I guess for this example i took OC as DV and rank as IV, but multiple DVs are possible
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?
Yes, you can use ANOVA.
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??
Pleasure. I am glad you liked it. No need to check post hoc results
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.
I dont exactly remember the mean values but if mean value is high for middle level, their commitment is high.
Can i use anova for 2 groups the groups are the ones answered yes or no with total score
Thanks for your comment. Please use independent samples t test.
th-cam.com/video/AutM6PQjztc/w-d-xo.html
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 ?
How are you measuring the dependent variable? What are the values that the DV can have?
@@researchwithfawad my dependent variable is scale variable with Numbers of blighted leaf per spot ,
You can use linear regression analysis if the numbers have equal intervals.
Can you make a video about repeated measures ANOVA please thank you 💜
Thanks for your interest. Hopefully soon.
If all the solved table is given how can we just interpret and plot
The interpretation is in the video. You may need to watch it again.
Sir can we use scale category as independent variable
Yes, any variable with three or more categories can serve as IV, the DV should be numerical
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
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..
I am afraid, i haven't worked much on MANOVA yet, so i wont be able to help you with MANOVA at the moment.
@@researchwithfawad Alright, thank you anyways for your fast response!
Can you please tell which version of SPSS you are using?
I guess this was 28
Do you have a video on two way anova?
Thanks for watching l. Not yet, but I hope to make one soon.
@ResearchWithFawad your work here has been very helpful for my DBA thus far, thank you 😊
In levene test significance value is 0.004 which is less then 0.05 so we have violated the the assumption please clarify this
Yes, if the value is less than .05, the Levene's test of Equality is Significant.
ya, u r correct. shouldn't we discontinue the post hoc test
@@jonathanlim2066 Yes, I think sir is confused with the null hypothesis of this test.
plz make video on two way anova and manova..thank you sir
As soon as possible
Nice
Thanks. I am glad you liked it.
Sir whether one way ANOVA is appropriate or not for business turnover and tax paid (over the tunover) by the respondents over different years ?
Why not if years are considered tye grouping variable.
Thank you sir
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
Pleasure. I am glad you liked it. Use Multiple Regression Analysis. Please watch
th-cam.com/video/zaOFXnXC8Y0/w-d-xo.html
@@researchwithfawad I did that but my advsior told me to use ANOVA.
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.
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?
No Hypothesis is accepted or rejected based on ANOVA results not Levene statistics. Levene statistic is an assumption for homogeneity.
@@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?
Yes, Levene test is an assumption not to test the hypothesis. Hypothesis is tested based on the ANOVA results
@@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?
Glad you liked it. Quite low, but see the significance.
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
Homogeneity of variance less than 0.05 is significant. Hence, equal variance is not assumed.
Sir, levene's rest value should be more than 0.05 na??
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.
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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Sir, what if , equal variances is assumed, then, which test will be most appropriate?
Jazak Allah kher for your sincere and untiring efforts..
السلام علیکم
Thanks. Preferred is LSD, Bonferroni, or Tukey
Although, there is not ultimate preference. Some also suggest trial and error to see which results are best.
Hello there, where did the level of commitment number comes from?
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)
@@researchwithfawad I appreciate your commitment and the precise way you covered each topic in your quick and clear response.
Thanks. I am glad you liked it
hi sir, can I get the data set?
I can give you a sample. Please email me on kh.fawad83@gmail.com
@@researchwithfawad thank you sir!
Sir i think its two or more then two levels of Indipendent Variables ...Not 3 or more then three
It is three or over.
Sir is 0.026 greater than 0.005 or less
Level of significance is 0.05 not 0.005.