Confirmatory factor analysis (CFA) using JAMOVI software

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  • เผยแพร่เมื่อ 13 ธ.ค. 2024

ความคิดเห็น • 12

  • @normanschmitt6303
    @normanschmitt6303 2 ปีที่แล้ว

    Dear Murugan, thank you for your videos using jamovi! I have four items or variables in my jamovi file and I want to summarize or combine them to one variable, for example: i have for items that ask about empathy, so i want to combine them into the variable empathy. I think that is called item parcelling. Do you know how this functions?

    • @muruganpattusamy4789
      @muruganpattusamy4789  2 ปีที่แล้ว +1

      Yes, it is referred to as item parcelling. you can create a single column of information using the Mean or Sum function. There are other types of item parcelling approaches are available in the literature. For more details just look at the following citations: Little, T. D., Cunningham, W. A., Shahar, G., & Widaman, K. F. (2002). To parcel or not to parcel: Exploring the question, weighing the merits. Structural equation modeling, 9(2), 151-173.
      Matsunaga, M. (2008). Item parceling in structural equation modeling: A primer. Communication Methods and Measures, 2(4), 260-293.
      WU, Y., & WEN, Z. L. (2011). Item parceling strategies in structural equation modeling. Advances in Psychological Science, 19(12), 1859-1867.

    • @muruganpattusamy4789
      @muruganpattusamy4789  2 ปีที่แล้ว +1

      for more references visit my personal webpage: sites.google.com/view/muruganpattusamy/resources?authuser=0

    • @normanschmitt6303
      @normanschmitt6303 2 ปีที่แล้ว

      Many thanks, Mr Pattusamy!

    • @normanschmitt6303
      @normanschmitt6303 2 ปีที่แล้ว

      @@muruganpattusamy4789 One more question: Im currently writing my master thesis, and I am absolutely nooby in statistics. I have continous data that is not normally distributed, when it comes to SEM, what estimation method (in JAMOVI) would you suggest? And have you some papers supporting your suggestion? I really looked in many papers but cant find the right estimation method, because my sample size is 150 and the most scholars only speak about a much bigger sample size when it comes to SEM.

    • @muruganpattusamy4789
      @muruganpattusamy4789  2 ปีที่แล้ว +1

      @@normanschmitt6303 you can use adf estimation technique. Even in non normal condition you can estimate the parameter values. But your sample size may not be sufficient.

  • @prikshitkumar1961
    @prikshitkumar1961 ปีที่แล้ว

    can u provide a free link to dataset??

  • @amitavenkatesh5946
    @amitavenkatesh5946 ปีที่แล้ว

    Sir are we supposed to consider only independent variables for cfa or can we include even mediating and dependant variables also sir

    • @muruganpattusamy4789
      @muruganpattusamy4789  ปีที่แล้ว

      Yes everything need to be included even control variables if it is a latent construct

    • @amitavenkatesh5946
      @amitavenkatesh5946 ปีที่แล้ว

      @@muruganpattusamy4789
      Sir if we are taking the variables/items from previous studies and modifying the statements are we supposed to conduct exploratory factor analysis

    • @muruganpattusamy4789
      @muruganpattusamy4789  ปีที่แล้ว

      @@amitavenkatesh5946 you can do cfa