How to fix factor loading in Factor Analysis

[@selmaruben6936]

informative video but i didn't get the last part. how to fix the factor loading ?

[@rekharisaac]

How exactly did you fix the factor-loading problem? Did not see that.

[@gourijavali2157]

could you please clearly explain how to fix the factor loadings again? because

[@festnotfirst]

Hello, I really appreciate your works and the efforts you put into these videos. Please could you explain the specific steps you took to fix the factor loading? That aspect was not clear in this video. Thanks again, watching from Canada.

[@SuperMeiMei]

I am confused about this too. he didn't explain how he fixed the factor loading~ 😂

[@jcdags]

He skips from 8:02 pm to 8:13 pm. So all the steps he took are never shown to us. Don’t know if deliberate or an oversight, though.

[@kephamatoke5249]

I AM WONDERING IF IT WAS A COPY AND PASTE ISSUES....??

[@benomoruyi4823]

Good video, but how did you fix the factor loading?

[@debgoutam]

sir pls describe how do u minimise the cross loading

[@aamirali4185]

why do you hide how to fix factor loading?

[@saileshchand9521]

thank you sir, you have cleared my doubts. Can you please send the data file that you used to correct the factor loading so I can experiment some other stats.

[@MdAbid-xs1wn]

In the field of my research, some aspects of the organization and its performance are measured. I could not come up with the correct factor loading for the questionnaire I created. I want some suggestions, on how to organize the data. I follow the scale Strongly disagree ->1 Disagree ->2 Neutral ->3 Agree ->4 Strongly agree ->5 It would also be great if you could suggest some manipulations.

[@Honey-ow3qq]

Still not clear that how to fix those variables which are loaded in different boxes and more than two boxes ... Plzzz guide

[@DumindraJayawardena]

Hi im doing my analysis for a survey of 5 variables and each variable has 5 questions to measure. When i get the rotated component matrix right, the KMO doesnt come instead it says "This matrix is not positive definite". But when i change data to get the KMO right, the rotated component matrix is all messed up. How can i fix this?

[@TheConceptsbyDrAtifBilal]

Most of your data might be similar or copy pasted.

[@saraandibrahim9304]

Sir u are an asset for the students gr8 work for beginners

[@TheConceptsbyDrAtifBilal]

thank You

[@emem4836]

Hello Doctor, can you explain to us the method of fixed? We need it.

[@ambroseoloveze9016]

That's really grate but my concern is that the approach is more of data manipulation. Guess there are better ways to handle it than manipulating the data. I was thinking comparisons with the communalities and removing cross loaded or low loadings might help narrow the result to better loadings. Anyways your videos are insightful. Just concerned with this one. Thanks

[@TheConceptsbyDrAtifBilal]

Thank you. You are right, actually my intention to create this video was not to teach data manipulation, but just to make people understand the reason of loading issues.

[@passangnorbu1732]

Good video but the process of fixing the problem is not clear.

[@bhaveshchaudhari8970]

Thank you sir for correcting my factor loadings👌👍👍👍

[@TheConceptsbyDrAtifBilal]

good

[@emem4836]

How? Can you help me please

[@jayayanduri]

sir but how did u fix the problem, that is not explained at at 7.40 minute, can u pls explain that

[@TheConceptsbyDrAtifBilal]

There is a hint about what kind of data do we need.

[@bikram5776]

is it possible to choose suppress small coefficient of less than 0.3?

[@TheConceptsbyDrAtifBilal]

No, at least 0.5. because you also need to see the CR and AVE values , which cannot be achieved with this small number. kzbin.info/www/bejne/ioiVkKqBltxsqK8si=cKP2Nmutrm6bf4-w

[@WealthManagement_]

AOA respected Dr Bilal can have a full video of this lecture.I am in trouble I need this because I'm writing my thesis and facing serious issues in the factory loading and my supervisor is not helping me they are just wasting my time. Please I would be so great full. Please reply to me, sir.

[@FarmanAli-se6no]

same problem with me now adays

[@emem4836]

Hello Doctor.. Did you get an answer and know the solution to the problem? Please reply and help me.

[@sujatabose2649]

BUT This is data manipulation. The responses (scores) on one variable is being copied and pasted to create artificial homogeneity

[@TheConceptsbyDrAtifBilal]

The objective is just to make people understand the logic behind it and not to manipulate the data.

[@emem4836]

I cant understand how you do it??

[@bajonivideos]

Hello, the results of the research are homogeneous, which I learned by examining the normality of the distribution. since I don't want to do non-parametric statistics, the problem is in the sample, how can I correct these results? in the Base is not a problem

[@bajonivideos]

if you can send me an e-mail to send you, I will pay you

[@TheConceptsbyDrAtifBilal]

It is not about the payment. please give me the details of what kind of tests you want to run.

[@rohitkaushik4916]

Sir if two factors are loading in one box what would we conclude??

[@TheConceptsbyDrAtifBilal]

They are measuring the same thing

[@muhammadarzanishmalik8836]

Sir g Maza agya

[@TheConceptsbyDrAtifBilal]

Good.

[@aniqaak4527]

What if the values aren't loading in the same box? Is it fine???

[@TheConceptsbyDrAtifBilal]

they should be in the same box for it to valid

[@KezangWangchuk-s8q]

I didn't see you fixing the factor loading problem

[@TheConceptsbyDrAtifBilal]

There is a hint and logic in the video.

[@mdemon-qc6qz]

Assalamualikum Hello I am Md Emon. I can not find out KMO and Pattern matrix in my dataset, although I select all of this options. What’s the actual problem? Please help me sir.

[@TheConceptsbyDrAtifBilal]

Sometimes, when u r using the crack version of SPSS, some commands do not work.

[@mdemon-qc6qz]

@@TheConceptsbyDrAtifBilal Is there any solution here sir? And i also test another dataset where it work but in mine it’s not show the result

[@latiefahmad920]

My variable r not loading the given category

[@gopik9189]

Very informative video sir. I have one query. Can I use two different types responses in same data set? Example 1: yes and no Example 2: likert scale strongly agree, agree, neutral, disagree, strongly disagree

[@TheConceptsbyDrAtifBilal]

don’t use two different scales, if you have to run reggression for hypotheses testing. it is better to use the same scales for all variables.

[@drzaidzaidi2638]

Dr Bilal Sb Salam, I have gone through the video but in whole video I did not find any method to fix the factor Loading as mentioned in Title . You are requested to kindly let us know the method to fix the factor loading in factor analysis . Jazak Allah Khair .Wassalam

[@TheConceptsbyDrAtifBilal]

W A salam, There is a good hint and logic to fix it in the video. I had to delete a part because of some reason.

[@Raissapp]

​@@TheConceptsbyDrAtifBilalbut i need this method to fix the factor loading now 😢

[@arshaikh83]

I didn't get this, how did you do this?

[@TheConceptsbyDrAtifBilal]

There is a hint for the data.

[@gayan22233]

Just change the data set. He can’t explain it. You have to grab it

[@mihiriwimalasena999]

Thank you so much Sir!

[@TheConceptsbyDrAtifBilal]

Most welcome!

[@fmsrworkshop1384]

this in not the correct way. This is manipulation of the data.

[@subhasharora9718]

i wish you had put this video long back. Anyways, thank you Sir.

[@TheConceptsbyDrAtifBilal]

You are welcome

[@fmsrworkshop1384]

Subhash this in not the correct way. This is manipulation of the data.

[@maanvidewan7339]

Thank you sir...

[@TheConceptsbyDrAtifBilal]

Most welcome

[@MunaFmc]

Your title says "How to fix factor loading" and have you shown those steps to get the required matrix other than showing the final output !!!

[@TheConceptsbyDrAtifBilal]

There was a complete video, but I had cut it short as some people thought it not be explained here. there is a clear hint if you see

[@saidimkandawire6819]

@@TheConceptsbyDrAtifBilal where is the video

[@aicaa5564]

@@TheConceptsbyDrAtifBilal where is the video

[@kehkashankhan779]

Yes sir your hint is values should be same , I think same values mean all items should have. Same value no discrimination of values between negative and positive items. Am I right​@@TheConceptsbyDrAtifBilal

[@aniqaak4527]

Sorry i didn't get how u fixed the problem 😔

[@TheConceptsbyDrAtifBilal]

understand the reason, why factors don’t load correctly and you can fix it

[@aishaiqbalnaviwala6649]

Hello Sir. Thanks for your video. is it possible for you to guide me about my analysis on email?

[@TheConceptsbyDrAtifBilal]

What kind of guidance do you need?

[@fmsrworkshop1384]

this in not the correct way. This is a manipulation of the data.

[@jancollection4540]

you didn't do anything, bad job in explaining how you fixed the loading

[@TheConceptsbyDrAtifBilal]

Well there is hint in it if you can get it. I had explained it in detail but some people thought it is not a good idea, so i had edited it. sorry about that.

[@sagarikamohanty8989]

Incomplete vdo

[@TheConceptsbyDrAtifBilal]

There is a hint, I had to cut a part

[@الرويسللتسويقالعقاري]

This is NOT Ethical!!! You CAN'T copy the values of non-problematic variables and paste it into problematic ones, And assume the construct is accurate now!! You should take some ethic courses! 👎👎❌❌❌❌

[@TheConceptsbyDrAtifBilal]

My idea just to make people understand how it works, and nothing else. However, I have edited the video to its meaning only.

[@WealthManagement_]

Respected sir can I have your email I want to ask some questions.

[@WealthManagement_]

Sir can I have your email account

[@TheConceptsbyDrAtifBilal]

[e-mail]

[@امجدمحمد-د9ك]

​@@TheConceptsbyDrAtifBilalPlease send a video of how to address loading issues in factor analysis