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Model Assessment with smartPLS
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- Опубліковано 17 сер 2024
- This workshop will introduce the use of Partial Least Squares method of Structural Equation Modelling (PLS-SEM). I am using smartPLS application to showcase assessment of measurement and structural model.
PLS-SEM has recently gained increasing attention in various disciplines including management information systems, marketing, strategic management, accounting, family business research, operations management, and organizational research. Researchers and practitioners appreciate the various advantageous features that PLS path modelling offers in practical applications. Consequently, the method is currently regarded as suitable and, to some extent, a favorable alternative to the more restrictive traditionally used Covariance based SEM (CB-SEM). This workshop will help postgraduate students/researchers on how to do basic analysis using the SmartPLS software and how to present them professionally.SmartPLS is one of the leading software tools for PLS-SEM. It combines state of the art methods with an easy to use and intuitive graphical user interface. The session introduces a basic dataset and example to assist this session.
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Thanks Dr Faizan for a very concise and to-the-point hands-on training of PLS
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Thank you very much for your effort regard model assessment using smart PLS....This video helps me to learn lot.....Very very clear and Precise....I am sure I will publish good and quality article.....
Thank you very much for your kind words. Please support by sharing it further.
Thank you for this video. Very helpful!!
Thank you very much. Kindly help me sharing it further.
very nice. I am so impressed. Dear sir how can I get full version? I have student version only.
Thank you. You need to purchase it. Please subscribe to the channel and help me sharing it further.
Great video, very helpful, and thank you! (FYI: I think after minute 16 or so, your screen was on the paper (PDF) while you were intending to be demonstrate something in SmartPLS.)
Thank you. I was explaining something in PLS from that PDF.
You given good explanation sir
Thank you
it is very user friendly comparatively than amos. sir kindly make some short videos on all basic analysis in smart pls.
Jahanzaib Ali it’s great that you liked this content. I will surely make some short videos about different aspects of smartPLS analysis. Meanwhile please share the links within your circles.
thankyou so much... Your video saved me..
That’s great to know. Please share the channel and videos further in your circles. 🙏
Why have you not used the consistent PLS algorithm as all are the reflective measurements. Can you explain the difference between the two as well?
Thank you
Thank you for watching. Please help by sharing it further
Doctor, i have around 40 responses to a face to face interview survey.
I used pls for my model but some constructs failed the convergent validity test ave, cr and alpha.
Is there any way to avoid this , maybe bcz it is an interview?!!
PLS is a quantitative method. How did you use it for qualitative data?
Dear Dr. Faizan... In my model I have two second order constructs. The issue is when I run analysis I failed to establish discriminant validity (HTMT) criterion. The corelation exist between the items of main construct and the items of its second orders. Can you pls suggest solution for this.
You normally have to use two stage method for higher order models. It will help.
In using SEM, it requires both the evaluation of the Measurement Model and the Structural Model. But is the evaluation of the measurement model still required or needed, when all the questionnaire items are adopted from previous research?
Hi, I would like to ask you about the model fit in PLS.
I am seeing many different sources, and recommendations.
I failed to understand what should I report exactly?
NFI is 0.73
d_ULS : 0.1979
rms Theta : 0.160
d_G:0.785
SMRM is 0.075
GoF, if I calculate it with the root of (R2 x AVE) is 0.27
I want to make sure I am on the correct path. Can anyone reassure me about my results please?
Please check the recommendation in www.emerald.com/insight/content/doi/10.1108/IJCHM-10-2016-0568/full/html
hi Doctor, can i ask you please if the original sample is the same as
standard beta? Is it the original sample which tel us the nature of the
effect (positive Vs negative) of one variable towards a dependent
another? thank you Sir
Thank you for this video. I have a question. I'd like to know why don't you use consistent PLS algorithm (PLSc) in this case as all constructs are reflective. Some scholars suggest that normal PLS algorithm is used for the model contains formative constructs. I'd like to know your opinion about this issue.
Weisheng CHIU thank you for your comment. You are completely correct. This video is a little older and just to explain how to do a basic model assessment.
I will be uploading another video on PLSc and also hen to use it.
my first order construct( gender promotion) is having positive factor LoAding but it has negative path coefficient with the second order construct (I.e. PerceiVed workforce diversity), while other first order constructs are sh positive path coefficient with second order construct. please help. Urgent
Nice explanation. on your paper shown in explanation titled ' The effect of physical environment ..' how did you calculate sample size i tried to follow i fail.
Gilbert Gutabaga there is a reference provided in the paper
I have data set of different treatments (four treatments) i am trying to do PLS-PM among response variables, but I do not know how to arrange response data set of different treatments in columns. for example temperature response of treatment 1, 2, 3, 4 ... how to arrange it.. Please explain
You will have to do it using sort function in excel. Or perhaps create a new variable in your dataset called treatments which will have four options, signifying each type of treatment. That’s how you can proceed.
AA, what if we have second order reflective formative construct, how to explain measurement model, separately for each ?
Thanks for your time and response.
In that case you will have to use two step approach.
Thank you for your video.
I have three reflective-formative higher order constructs in my research and feel confused about explain the measurement model (as Shumaila Kashif).
Could you please explain more detail about the two step approach? Do you have video about that?
tel me how to get beta values please
You need to run PLS algorithm which will give you beta value, standard error and p values etc.
@@ResearchBeast Thank you so much
Thanks Faizan for amazing video. I have factor loadings for one construct above .90. Can we keep all those or need to delete.
Fatima Ikram you don’t have to delete it in that case.
Thank you so much Faizan. Much appreciated. Does the same rule goes for CR (Composite reliability). It should be .90 as far i know but your paper also have CR above .90. Is it acceptable? I have 3 constructs with CR over.90 Please guide me. Many Thanks
Sir I have 1 independent variable (Humor Advertisement) 1 mediator (Attitude) and 3 dependent variables ( attitude towards Ad, Brand and Purchase intent). How can I draw a model for it in smartPLS?
Thank you for your comment. As discussed in the video, please follow the steps to draw your model.
Hi, Dr. Ali,have you made any video about how to assess the formative model?
Thank you. I will be doing one soon..!!!
@@ResearchBeast Great! I have been looking forward to that👏👏👏
Hi Research Beast. Could you consider in making a video on SEM Analysis. I would apppreciate if it contains higher order factors.
Mauricio Santos thank you for your comment. Higher order in the model will have the same way of analyzing. The only difference will be treating Higher order constructs. I recently did a video explaining how to deal with higher order constructs in 5 different ways. Here it is:
ua-cam.com/video/o9GTM1iaMYs/v-deo.html
How can I find P-value without using bootstrapping?
Good day
It would be appreciated if you could give access to the dataset as well
Smart pls comes
With several datasets..!!!
Hi, Dr. Ali, could you please introduce me some PhD thesis using SmartPLS that I can refer to?
Kindly share me PLS model fit article which you shown in the video sir
There is some problem at the last 5 minute of video,
Ali Rehman this was 1:30 hours video. I have trimmed it down to less than 20’minutes so that it can cover the basic concept and easier to understand for beginners.
Salam Dr.Ali
I register for 30 days free trial, i got the key but it is not working? is there any solution?
Check through using a LAN instead of WiFi..
i need one help in smartpls
What’s that?
@@ResearchBeast how to remove red color values from outerloading and AVE for smooth fuctioning table of smartpls
Terima kasih Pak, Membantu sekali pak.
Ini saya juga ada refrensi link lain: ua-cam.com/video/mWBp1XwbGtM/v-deo.html