PLS Vid21 Categorical Moderator Analysis in PLS

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  • Опубліковано 6 вер 2024
  • #DerekOng #SMARTPLS #Research

КОМЕНТАРІ • 41

  • @baderkn2747
    @baderkn2747 3 роки тому +1

    really great. thanks

  • @kristir1262
    @kristir1262 3 роки тому +1

    Useful! Thank you 😊

  • @fatimaikram151
    @fatimaikram151 4 роки тому +1

    Happy New Year Derek. I have a moderator named religious event and measured it with this statement. Are you observing any religious event. 1= yes 2= No 3=prefer not to say. How can treat this construct?

    • @derekong1609
      @derekong1609  4 роки тому

      Multicategorical constructs is something I have not yet explored in PLS....perhaps you might just want to do category one and two ..cheers

  • @vikram5857
    @vikram5857 3 роки тому

    Wonderful Explanation Sir
    Sir Can you explain how to check moderation when we have three category in Moderation

    • @derekong1609
      @derekong1609  3 роки тому +1

      For this I have yet to explore :)

  • @linahussein
    @linahussein 4 роки тому

    Dear Dr. Ong, PLease help me answer this inquiry:
    let's assume I have 4 constructs forming a variable (example: self-awareness, self-management, social awareness, and relationship management all form emotional intelligence) each dimension has 4 statements if I want to check the moderating effect of EI as a whole (not of each dimension separately) on the relation of two other variables, what should I do? I know that in SPSS I compute the average of statements of each construct then I compute the average of these constructs to form the total value of the EI then I run the moderating analysis, how is it the case in SmartPLS? thank you

  • @tauhidbappy3734
    @tauhidbappy3734 4 роки тому

    If my hypothesis is to show the only the moderating effect of gender in the relationship of attitude with job satisfaction, Will we I also have to report the direct effect of gender on satisfaction which you have showed?

    • @derekong1609
      @derekong1609  4 роки тому

      not necessarily unless it part of your study

    • @tauhidbappy3734
      @tauhidbappy3734 4 роки тому

      Can you please give you your slides at @tauhidbappy@baust.edu.bd? It would a big help

  • @onurozturk7672
    @onurozturk7672 5 років тому

    Doctor, what if my moderator has 3 variables like (small, medium and big). Everyone explains two categories but I need to learn how to realize if there are any differences between the three categories of my moderator variable? It is very important for my PhD thesis. I would appreciate if you could help.

    • @derekong1609
      @derekong1609  5 років тому +1

      There is a paper that explain multicategorical which I have to explore from Hayes Andrew F. Hayes & Amanda K. Montoya (2017) A Tutorial on
      Testing, Visualizing, and Probing an Interaction Involving a Multicategorical Variable in
      Linear Regression Analysis, Communication Methods and Measures, 11:1, 1-30, DOI:
      10.1080/19312458.2016.1271116

  • @padmabhaskaran
    @padmabhaskaran 6 років тому

    Dear professor, if i have multicategorical moderator, how should i proceed. my moderator is not dichotomous. i have product types as moderator. how can i do.

    • @derekong1609
      @derekong1609  6 років тому

      Greetings..... as far as I know you can still use multicategorical moderator for SMART PLS but the interpretation will be a bit more confusing. give it a go

  • @rushidix
    @rushidix 6 років тому

    Dear Dr, you mentioned in the video that if there is moderation effect then need to do graphing, if not no need to do the graphing. Is there any reference that I can refer to regarding of this matter ?
    Thank you.

    • @derekong1609
      @derekong1609  6 років тому +1

      Rushidi Amin when there is no moderation there is no need to do graphong

    • @rushidix
      @rushidix 6 років тому

      Alright Dr..

  • @kritikadevi1993
    @kritikadevi1993 4 роки тому

    Hello Sir
    How to check moderator effect for others moderators such as education level, income n so forth...
    Many thanks

    • @derekong1609
      @derekong1609  4 роки тому

      HI collapse your multi-categorical variables into 2 categories and then use the same method and create your interactions as you need them

  • @debanitadasgupta790
    @debanitadasgupta790 6 років тому

    Hi Derek, brilliant explanation. Thank You.
    Can you pls help me with a query.
    In ,my model I have multiple moderator variables to be tested on one particular relationship.
    Should I test for each moderator one by one and report the result for that particular moderator?
    Or should I connect all the moderator variables to the DV all together and run the test ?
    Please help me.

    • @derekong1609
      @derekong1609  6 років тому

      Debanita Dasgupta thank you.... there are some who would say do it one by one as the more interaction variables you put in the more it will increase the number of predictor variables and hence might reduce the Rsquare....you only wish to see if there is interaction

    • @debanitadasgupta790
      @debanitadasgupta790 6 років тому

      Thanks Derek, so you suggest me to check one by one to avoid complications. Is my understanding correct ?

    • @derekong1609
      @derekong1609  6 років тому

      Debanita Dasgupta it depends...are you.looking to out the interactions in the model...if not ..then just do one at a time...depending on what you are looking for and your journal and university requirements

  • @ahmadshahirabdulaziz174
    @ahmadshahirabdulaziz174 5 років тому

    Hi Sir, what is the minimum t-value and p-value for Categorical Moderator? tq

  • @mansoiurali575
    @mansoiurali575 4 роки тому +1

    Can't hear you..😘

  • @manorajn5540
    @manorajn5540 6 років тому

    Sir , I got a doubt regarding this ..as I know we can check moderation through MGA multigroup analysis. Then y we do this way by adding an latent variable (gender) ...

    • @derekong1609
      @derekong1609  6 років тому

      manoraj n MGA is when we wabt to check the whole model by groups

    • @manorajn5540
      @manorajn5540 6 років тому

      Derek Ong : thank you sir

    • @poornisakrabani1563
      @poornisakrabani1563 Рік тому

      ​@@derekong1609 Dr. Ong, can you pls suggest a paper where I can get this info i.e. MGA should be done when we are testing the effect of a categorical moderator on the whole model whereas the interaction method is to be used if only one relationship in the model is to be tested? Thanks.

  • @debanitadasgupta790
    @debanitadasgupta790 6 років тому

    Hi Sir.. Your explanation is really good..
    I have a confusion regarding categorical dummy variables.
    If I have 4 categories, then how many dummy variables will I create?
    While creating the latent moderator variable, do I link all the dummy variable columns created?

    • @derekong1609
      @derekong1609  6 років тому

      Debanita Dasgupta hi there you will need three dummies

    • @debanitadasgupta790
      @debanitadasgupta790 6 років тому

      Thanks Derek...
      Will i connect only the 3 dummy variables to the latent moderator construct?

    • @derekong1609
      @derekong1609  6 років тому

      you may do so

    • @debanitadasgupta790
      @debanitadasgupta790 6 років тому

      Thanks Derek.
      Say i have 4 ground.
      In case i want to see only an individual group's effect on a relationship, shud i connect only the corresponding dummy variable to the katent construct?

    • @debanitadasgupta790
      @debanitadasgupta790 6 років тому

      Sorry , 4 groups

  • @lovingyourself20_20
    @lovingyourself20_20 2 роки тому

    Can you pls share your data file?