Should we expect lower-order constructs to have discriminant validity? Is it necessary to check the LOC discriminant validity, even though HOC discriminant validity is established?

P-value of gender is red. Then why u said it has an impact on DV??

Hi Prof, is it possible to check interactions between independent variables and how to conduct it for ordinal logistic regression?

Thank you so much for the informative video. Do we do this between two samples as well? Suppose you are cross-validating the scale in another sample (different country) with a different sample size.

My God! I had never experienced this level of satisfaction from watching a video on SPSS & Process Macros. You simplified Categorical Modertion analysis so excellently.. Thank you

I always thought the process macros was the best analytical tool to use in Moderation and mediation analysis. Is there a reason you are not using it in this case? or is this a better approach?

Good day Dr. what version of SPSS are you using for this video? Thank you sooooo much for your incredibly explanatory videos

when i m doing its show singular matrix problem

Hi Dr. Please help. I received this notice: Unexpected singularities in the Hessian matrix are encountered. This indicates that either some predictor variables should be excluded or some categories should be merged. How do I troubleshoot this?

Hello Sir, my moderator was a categorical variable (gender, where 1=female, and 2=male). For the conditional indirect effects of X on Y, the indirect effect is significant for females but not significant for males. My index of moderated mediation is significant as well. Does this mean that gender moderates the indirect effects of X on Y? And does it also mean that with the index of moderated mediation significant, that the difference between genders is significant even though it was significant for females but not for males?

Dear Sir, Thanks a lot for preparing and sharing such useful vedio

Excellently and beautifully rendered. It makes a lot of sense now. Thank you for this resource

Now you have a new subscriber

Thank you so much..I did learn a lot from this video as your explanation is easy to understand ..

Sir, it says my data is not licensed. what does that mean?

Thank you for video sir, but i am little confused that, in my model i have two dependent constructs with dimensions but i am not studying the dimensions, i am studying these both as whole, without focusing on dimensions. And my independent is HOC . NOW the question is i have to only calculate the latent score of HOC from first stage and conside my dependent variables with their items in second stage. Please help me out sir!!

Went through so many videos on logit model but this is the best video so far...Thanq for providing each and every minute details 🙏🙏

The way you explain analysis is fascinating. Much thanks sir!

One doubt...isn't likert scale data "ordinal"?

Everyone around me to know this - I didnt -now I do

Well described , thanks

Thank you sir

what if after all the adjustments we still stuck at cfi 8, is there any way to improve it?

I need Cohen's (1988) citation for the f-square effect size if you kindly provide it here. Thank you in anticipation.

Absolutely perfect sir,very nicely explained each and every thing, it helped a lot sir

Good Evening sir, can you please make a video on creating dummy variables in the data set (in case having 4 or 5 categories). and how to prepare the data set before running into smartPLS 4. We are waiting.....

Dear Professor, I have a question. I have two second order constructs and business performance. When I perform the calculations for the first order should I not include the second order immediately with all the items from the first order constructs ?

literally saved my homework, thanks!

Dear Prof, Is it the same dummy method when we have control variables with more than 2 categories?

This is gold. Thank you very much for your work. I have some interrelated questions. In the section "Do the dimensions/traits of IV link to the DV," you said "you just cannot go on to include all the dimensions. Try to link these subdimensions with environmental behaviour." Let us say there are 10 possible dimensions of servant leadership, but based on your operationalisation, you choose only three: relationship building, growth and development of employees, and humbleness. 1. Would these 3 dimensions be presented as separate IVs that links to Environmental behaviour? Or it should be presented as one IV. 2. in your hypothesis statement, would you write it as Servant leadership is positively related to environmental behaviour or you would write it as Relationship building is positively related to environmental behaviour; Growth and development of employees is positively related to environmental behaviour? 3. Also, when you want to analyse it, would you analyse all the dimensions together to test their influence on environmental behaviour or you analyse each dimension and test its influence on the DV? Thank you.

Thank you so much for the best explanation sir.

Hello sir, your video is a life saver! it is so easy to follow and understand whats happening. Thank you so much, what my lecturer couldn't explain in class, you can explain it clearly in just a few minutes *criesss thank youuuu

Dear Prof, Do you have a video for the serial (sequential) mediation analysis in SmartPLS4? I have two serial mediators in my model.

Excelente trabajo, por favor para analizar la normalidad de residuos por que no usó la prueba La prueba de Kolmogorov-Smirnov, gracias por su respuesta

Great video. I'm learning a lot from this. Thanks for your commitment to educate.

Why we don't add demo v variables in SMART PLS model?

can i get the dataset link

Thank you prof. I want to ask one thing. Have you done an example on the eliminating by the 10% ratio difference calculation? Thank you very much.

Respected Sir. Thank you for the video. One question my dear Sir. Why are we using the unstandardized beta and not standardized Beta (β)? Thank you Sir.

Please sir I need help with questionnaire on "Effects of global trade on local tie-dye in itoku abeokuta Nigeria "

Hello Fawad, please can i get the powerpoint presentation that you used in this video ?

sir I could not find theory through your suggested methods and i got the message " your search did not match any article.

is it possible to have 2 output variables, 2 mediators and having one Independent variable. how can it be done

How many covariances can we draw to fit the model? Please give reference.

If i have more than 50% missing data , which method is the best?

Brilliant. very well explained.

when i'm putting the values, output says "set printback=off" and no results are shown, can you help?

Hello Sir, in your notes, in the example all indirect paths are significant. What if Ind1 is insignificant but Ind2 & Ind3 are significant? Can it still be called as serial mediation? Then how to report the results? Also, will it be complementary or competitive in such case?

When creating a construct, if I don't want to include the full series of items (1 to 6), but sth discountinued (ex: 1,2,4,6). How can I do that?

please do a series on SEM using Jamovi. I watched many of your videos. Especially the series on SEM in Amos. Please do a similar series on Jamovi