How to fix factor loading in Factor Analysis

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  • Опубліковано 20 січ 2025

КОМЕНТАРІ • 85

  • @selmaruben6936
    @selmaruben6936 Рік тому +16

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

  • @rekharisaac
    @rekharisaac Рік тому +10

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

  • @festnotfirst
    @festnotfirst Рік тому +9

    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
      @SuperMeiMei Рік тому +5

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

    • @jcdags
      @jcdags Рік тому +1

      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
      @kephamatoke5249 5 місяців тому

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

  • @gourijavali2157
    @gourijavali2157 2 роки тому +9

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

  • @debgoutam
    @debgoutam Рік тому +4

    sir
    pls describe how do u minimise the cross loading

  • @benomoruyi4823
    @benomoruyi4823 6 місяців тому +3

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

  • @aamirali4185
    @aamirali4185 5 місяців тому +3

    why do you hide how to fix factor loading?

  • @Honey-ow3qq
    @Honey-ow3qq Рік тому +2

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

  • @MdAbid-xs1wn
    @MdAbid-xs1wn 2 роки тому +2

    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.

  • @DumindraJayawardena
    @DumindraJayawardena Рік тому +1

    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?

  • @saileshchand9521
    @saileshchand9521 Рік тому +2

    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.

  • @bikram5776
    @bikram5776 5 місяців тому

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

    • @TheConceptsbyDrAtifBilal
      @TheConceptsbyDrAtifBilal  5 місяців тому

      No, at least 0.5. because you also need to see the CR and AVE values , which cannot be achieved with this small number.
      ua-cam.com/video/TW2_wKaw9rM/v-deo.htmlsi=cKP2Nmutrm6bf4-w

  • @emem4836
    @emem4836 Місяць тому

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

  • @jayayanduri
    @jayayanduri Рік тому +1

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

  • @bhaveshchaudhari8970
    @bhaveshchaudhari8970 2 роки тому

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

  • @emem4836
    @emem4836 Місяць тому

    I cant understand how you do it??

  • @saraandibrahim9304
    @saraandibrahim9304 2 роки тому

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

  • @passangnorbu1732
    @passangnorbu1732 Рік тому +3

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

  • @WealthManagement_
    @WealthManagement_ 2 роки тому +1

    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
      @FarmanAli-se6no 2 роки тому

      same problem with me now adays

    • @emem4836
      @emem4836 Місяць тому

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

  • @Oloveze
    @Oloveze 2 роки тому +2

    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
      @TheConceptsbyDrAtifBilal  2 роки тому +1

      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.

  • @bajonivideos
    @bajonivideos 2 роки тому

    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
      @bajonivideos 2 роки тому

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

    • @TheConceptsbyDrAtifBilal
      @TheConceptsbyDrAtifBilal  2 роки тому

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

  • @mdemon-qc6qz
    @mdemon-qc6qz Рік тому

    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
      @TheConceptsbyDrAtifBilal  Рік тому +1

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

    • @mdemon-qc6qz
      @mdemon-qc6qz Рік тому

      @@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

  • @rohitkaushik4916
    @rohitkaushik4916 2 роки тому

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

  • @sujatabose2649
    @sujatabose2649 2 роки тому +3

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

    • @TheConceptsbyDrAtifBilal
      @TheConceptsbyDrAtifBilal  2 роки тому +1

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

  • @latiefahmad920
    @latiefahmad920 Рік тому

    My variable r not loading the given category

  • @aniqaak4527
    @aniqaak4527 2 роки тому

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

  • @arshaikh83
    @arshaikh83 2 роки тому

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

  • @gopik9189
    @gopik9189 2 роки тому

    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
      @TheConceptsbyDrAtifBilal  2 роки тому

      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.

  • @KezangWangchuk-s8q
    @KezangWangchuk-s8q 8 місяців тому +1

    I didn't see you fixing the factor loading problem

  • @muhammadarzanishmalik8836
    @muhammadarzanishmalik8836 2 роки тому

    Sir g
    Maza agya

  • @drzaidzaidi2638
    @drzaidzaidi2638 10 місяців тому +1

    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
      @TheConceptsbyDrAtifBilal  8 місяців тому

      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
      @Raissapp 5 місяців тому

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

  • @mihiriwimalasena999
    @mihiriwimalasena999 2 роки тому

    Thank you so much Sir!

  • @subhasharora9718
    @subhasharora9718 2 роки тому

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

  • @MunaFmc
    @MunaFmc 2 роки тому

    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
      @TheConceptsbyDrAtifBilal  2 роки тому

      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
      @saidimkandawire6819 2 роки тому

      @@TheConceptsbyDrAtifBilal where is the video

    • @aicaa5564
      @aicaa5564 5 місяців тому

      @@TheConceptsbyDrAtifBilal where is the video

    • @kehkashankhan779
      @kehkashankhan779 5 місяців тому +2

      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

  • @maanvidewan7339
    @maanvidewan7339 2 роки тому

    Thank you sir...

  • @jancollection4540
    @jancollection4540 Рік тому +1

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

    • @TheConceptsbyDrAtifBilal
      @TheConceptsbyDrAtifBilal  Рік тому

      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.

  • @aniqaak4527
    @aniqaak4527 2 роки тому

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

  • @aishaiqbalnaviwala6649
    @aishaiqbalnaviwala6649 2 роки тому

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

  • @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
      @TheConceptsbyDrAtifBilal  2 роки тому +1

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

  • @sagarikamohanty8989
    @sagarikamohanty8989 8 місяців тому

    Incomplete vdo

  • @WealthManagement_
    @WealthManagement_ 2 роки тому

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

  • @WealthManagement_
    @WealthManagement_ 2 роки тому

    Sir can I have your email account