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@ayamlayali 3 ай бұрын

best video ever, thank you

@ImEli2215 Жыл бұрын

why was the first 4 loadings selected?

@miaoyuyu982 Жыл бұрын

And how is SMC calculated?

@floriankgold Жыл бұрын

the music is killing me :DDD but on point tutorial!

@rajeevdutraj8642 Жыл бұрын

Sir, duringF3 correlation horizontal is less, in that case what to do? How to improve the correlation?

@reputeresearchcentre7755 Жыл бұрын

Is this not among the best?

@umair03125091820 Жыл бұрын

how to root out the problem if the AVE is less than 0.50?

@sexy26111 Жыл бұрын

Sir f1 f1 value is .699 but it is less than vertical value 0.772 so its also discremental problem

@gamzekasalak5496 2 жыл бұрын

I'm just researching this method. My awareness is newly formed. I just want to consult you something. Is it possible to calculate Common Method Bias in meta-analysis studies? How is it done? How can I learn?

@krizzamae5483 Жыл бұрын

hi, can I ask. what app or site did he used? tysm

@davidy6577 2 жыл бұрын

What is the next step if we see that convergent validity is not valid? (less than 0.50) 1) Do we delete? 2) Or do we report it? 3) How do we explain this in the APA format?

@davidy6577 2 жыл бұрын

1) how do we report in the paper if we have convergent or discrimant issues? 2) what is the solution if we if we have convergent or discrimant issues?

@kossonouprunelle7576 2 жыл бұрын

PLEASE, Is exploratory factor analysis the same as convergent and discriminant validity? I am a little bit confused. Thanks in advance for your reply. Should we do both convergent and discriminant validity, construct validity using EFA in one study?

@VISHALJAIN02 2 жыл бұрын

Theoretically, Factor analysis has two stages, Exploratory (EFA) and Confirmatory (CFA). The test of Reliability and Validity is part of CFA.

@ninglemon9082 2 жыл бұрын

Hello, professor.I would like to ask how to conduct the Harman's Single Factor Test for a model in which the variables are collected in two time points. Do I need to include the variables collected at time 1 and at time 2 separately?

@artimalik1126 2 жыл бұрын

SIR, WHAT IS THE NAME OF THIS METHOD OF CALCULATING DISCRIMINANT VALIDITY, hTMT, CROSS LOADING OR ANY OTHER METHOD

@vishalparul 2 жыл бұрын

Fornel and Larcker (1971) by comparing the square root of each AVE in the diagonal with the correlation coefficients (off-diagonal) for each construct in the relevant rows and columns.

@agmasie8986 2 жыл бұрын

how to add stat tool package in excel

@vishalparul 2 жыл бұрын

File, Options, Add-ins, Analysis ToolPack, Go, OK

@naminhtruong4483 3 жыл бұрын

how did you do it can you share with me , thank you

@jiefang1598 3 жыл бұрын

if there is a discriminant validity issue in the measurement model, what's the solution?

@vishalparul 3 жыл бұрын

There are several trial & error approaches. 1. remove the item having low loading (<0.5), 2. remove outliers, 3. check the multicollinearity issues, 4. Mahalanobis distance, etc.

@subhamsaha2235 3 жыл бұрын

didnt understand

@jeop.huminis82 3 жыл бұрын

Very good sir

@vishalparul 2 жыл бұрын

Thanks and welcome

@mitalparmar2480 3 жыл бұрын

Sir in F1 one value 0.772(vertical) is greater than 0.699 that means here also we are having issue of discrimination validity

@vishalparul 3 жыл бұрын

Yes, you are right. Thanks for the identification.

@sexy26111 Жыл бұрын

As m also agree m also comment the same thing after view

@amrihudson797 3 жыл бұрын

Aduhh pening kpala aq..😢😢

@guodalin7977 3 жыл бұрын

Hello,professor, can you tell me which reference this "50%" standard comes from? Thank you;)

@vishalparul 3 жыл бұрын

C.M. Fuller, M.J. Simmering, G. Atinc, Y. Atinc, B.J. Babin Common methods variance detection in business research Journal of Business Research, 69 (8) (2016), pp. 3192-3198

@vishalparul 3 жыл бұрын

Sources of method bias in social science research and recommendations on how to control it Annual Review of Psychology, 63 (2012), pp. 539-569

@curhatanania8547 3 жыл бұрын

where can I find the rotated component matrix?

@vishalparul 3 жыл бұрын

kzbin.info/www/bejne/iGK9nKmAmNmZi6s

@ivory9301 3 жыл бұрын

Thanks for the wonderful introduction. May I ask if I have only ONE component extracted from factor analysis, can I use the loadings in the Component Matrix to calculate CR and AVE as the ROTATED component matrix shows nothing? Thanks a lot!

@vishalparul 3 жыл бұрын

At least TWO factors are required to get the loading values.

@ivory9301 3 жыл бұрын

@@vishalparul Thanks a lot for your information!

@meenu3472 3 жыл бұрын

There is no link in the description.

@vishalparul 3 жыл бұрын

kzbin.info/www/bejne/g3nad3aObs6sfMU

@ceciliaellis454 3 жыл бұрын

Hello sir! I would like to ask you whether I need to moderate variable into analysis or not for Harman single factor?

@vishalparul 3 жыл бұрын

Dear Cecilia, mostly the moderators are personal (demographical) in nature. So I do not recommend adding these moderators during the CMB test. Harman single factor test is required just before the factor analysis and generally, moderators are not included in the factor analysis.

@ceciliaellis454 3 жыл бұрын

@@vishalparul My moderation is "Price Consciousness" which moderate relationship between Sustainability (independent variable) and consumer purchase intention (dependent variable). It is not demo-graphical sir.

@vishalparul 3 жыл бұрын

@@ceciliaellis454 If Price Consciousness is included in Factor Analysis only then include in CMB.

@ceciliaellis454 3 жыл бұрын

@@vishalparul Thank you sir :)

@tayfunarar3916 2 жыл бұрын

Hello, for which variable(s) we do this analyses? I mean lets say i have dependent independent and mediator variables. Should i do this for each of them? If yes and one of them is scored larger than .50 what should i do? Thanks

@mathandsciencereboot2662 3 жыл бұрын

What if the data requires an oblique rotation? Where will you get the factir loadings? From process matrix or from structure matrix?

@vishalparul 3 жыл бұрын

kzbin.info/www/bejne/iGK9nKmAmNmZi6s

@Artyom109Zinchenko 3 жыл бұрын

No statistics no cry ;)

@researchhelp1424 3 жыл бұрын

Any reference to backup?? please

@vishalparul 3 жыл бұрын

Could you please clarify your question?

@researchhelp1424 3 жыл бұрын

@@vishalparul Whar are the journal articles or books we can cite to use this method in a thesis or a paper?

@vishalparul 3 жыл бұрын

Fornell, C., & Larcker, D. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, 18(1), 39-50. doi:10.2307/3151312 Source: en.wikipedia.org/wiki/Average_variance_extracted#cite_note-FornellLarcker1981-1

@kangsusan5304 3 жыл бұрын

Thank you for your sharing! :)

@wajdyomran4408 4 жыл бұрын

so we can check reliability and validity from EFA, and no need to do CFA that is right???

@vishalparul 4 жыл бұрын

Yes, up to a certain extent.

@gigachad8338 2 жыл бұрын

@@vishalparul thanks for the video, have you got any reference? I want to perform an EFA and get both AVE and CR.

@jean-baptistepea-assounga1132 4 жыл бұрын

Very good! I checked the results are similar to the ones obtained from SmartPLS. The only small differences on the values of loading factors from SPSS are a bit smaller than the ones from SmartPLS. Good job. Thanks a lot!!!!!!!!!!!!!!!!!!!!

@vishalparul 4 жыл бұрын

Thanks for the info!

@mouradspace5657 5 жыл бұрын

I cannot hear you

@edlithgow4360 5 жыл бұрын

Sometimes a KZbin video is a good way of communicating complex information, but not often, and this isn't one of those times. A few words (and/or some formulas) are worth a thousand pictures.

@saakshisinghal6835 5 жыл бұрын

perfrctly explained....thnks alot

@vishalparul 3 жыл бұрын

Thanks

@surabhirani9899 5 жыл бұрын

in rotated component matrix ..is it possible to get component with only one factor?

@vishalparul 5 жыл бұрын

yes, type 1 at 1:44

@dr.mohammadshahfarazkhan6311 6 жыл бұрын

Dr vishal plz write something about normal distribution.

@dheerajnarang8220 6 жыл бұрын

Can you please explain the procedure of making the rotated component matrix in SPSS. I am using the same UTAUT2 model.

@vishalparul 6 жыл бұрын

Kindly use Analyze > Dimension Reduction > Factor

@dheerajnarang8220 6 жыл бұрын

Thanks for the response. What are the options that I have to select under descriptives, extraction, Scores and Options (Under rotation varimax has to be selected is all I can deduce). Please help.

@lockshore1 6 жыл бұрын

In descriptives use Determinants and KMO/Bartlett's, KMO must be >0.65 or you cannot do factor analysis (rather, it's pointless to do it). You can use in Extraction least squares, principal component or maximun likehodd, it depends on you. Also, number of factors to extract depends if you want to explore or confirm a set number of factors. Rotations are done after you kinda see the structure, just try for the one that shows the most clear your structure. And in options, sort by size because it's easier, also erase small coeficients so it looks lit and sleek

@danielpereira1210197 6 жыл бұрын

How can you have the rotated component matrix using SPSS?

@vishalparul 6 жыл бұрын

Kindly use Analyze > Dimension Reduction > Factor

@davidtandi1294 7 жыл бұрын

it is said, "rotation converged in 6 iterations." how would we determine the number of iterations?

@vishalparul 7 жыл бұрын

For iterations, you need to perform Factor Analysis. Then, one by one, calculate CR and AVE.

@cristianechammas5355 7 жыл бұрын

VERY GOOD! THANK YOU!

@calebterrelorellana2478 7 жыл бұрын

thank you!!!!

@paakiiful 7 жыл бұрын

it doesn't work and it is wrong.

@mariekecarpentier186 7 жыл бұрын

The sound doesn't work, am i the only one who is experiencing this problem?

@hananeid4254 Жыл бұрын

No I'm also

@BillAdams001 7 жыл бұрын

Dr. Grande: Your tutorials are informative and very useful. I always "Like" them. However, you do not post an E-mail address or method of contacting you with related questions. How can one send a question (or comment) to you then?

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