Guidance on Appropriate Statistical Methods for My Research

[avnish kumar]

Respected Sir,

I am Avnish Kumar, a research scholar in the Department of Psychology, Kurukshetra University, Kurukshetra. The title of my study is “Effect of Music and Yoga on Cognitive Processes, Mental Health, and Well-being among Adolescents.”

For this study, I have taken four groups:

1. Control Group

2. Music Group

3. Yoga Group

4. Yoga + Music Group

The dependent variables are as follows:

1. General well-being

2. Mental health

3. Mental health problems

4. Attention

5. Memory

Each group has four levels—one pre-test and three post-tests at intervals of one month. The design includes:

Pre-test → one month of treatment → First post-test

One month of treatment → Second post-test

One month of treatment → Final post-test

I wish to analyze:

1. The effect from pre-test to post-test at each level within the groups.

2. The comparative effectiveness of all four groups.

I seek your guidance on which statistical methods would be most appropriate for this design and how to write their interpretation.

I look forward to your kind reply at your earliest convenience.

Thanks and regards,

Avnish Kumar

Research Scholar

Department of Psychology

Kurukshetra University, Kurukshetra

[Neeraj Kaushik]

Factorial ANOVA shd be used

Here you'll be able to compare the control gp, expt gp etc as well as all pre and post comparisons

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[avnish kumar]

Namaskar Sir

Thanks for responding, do you have any source through which I can learn this factorial ANOVA for the analysis using SPSS?

Please share if possible.

Looking forward to hearing from you.

Thanks and Regards

Avnish Kumar

Research scholar 

Kurukshetra University, Kurukshetra 

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[Neeraj Kaushik]

Paired T-test and Repeated Measure ANOVA: https://youtu.be/4ew2XlRwYmc
Repeated Measure ANOVA: Concept, Assumptions and Statistics (Part-1): https://youtu.be/Xp9bA-PNawY
Repeated Measure ANOVA: (Part-2 Various Statistics): https://youtu.be/EFcUySd1QUw
Repeated Measure ANOVA: (Part-3 Reading RMA Output): https://youtu.be/JQXq3ZzqJr8
Repeated Measure ANOVA: (Part-4 Reading RMA Output): https://youtu.be/Y3jTX3klcPY
Repeated Measure ANOVA: (Part-5 Analyzing Output through charts): https://youtu.be/IZB8BfxdwY4
Repeated Measure ANOVA: (Part-6 Analyzing Output through charts): https://youtu.be/xr5dLDhXhi4
Repeated Measure ANOVA: (Part-7 Analyzing Mean through charts): https://youtu.be/3Ptqd6fArfE
Repeated Measure ANOVA: (Part-8 Analyzing Control Variables in RMA): https://youtu.be/Uun9KYUTrKU

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[avnish kumar]

Namaskar Sir,
Thank you very much for responding in such a short time. I will go through these videos and get back to you if I face any difficulty at any stage.

On 26 Sep 2025, at 6:03 AM, Neeraj Kaushik <kaushi...@gmail.com> wrote:



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