Konsep Structural Equation Modeling

Konsep Structural Equation Modeling (SEM)
Teknik analisis data menggunakan Structural Equation Modeling (SEM), dilakukan untuk menjelaskan secara menyeluruh hubungan antar variabel yang ada dalam penelitian. SEM digunakan bukan untuk merancang suatu teori, tetapi lebih ditujukan untuk memeriksa dan membenarkan suatu model. Oleh karena itu, syarat utama menggunakan SEM adalah membangun suatu model hipotesis yang terdiri dari model struktural dan model pengukuran dalam bentuk diagram jalur yang berdasarkan justifikasi teori. SEM adalah merupakan sekumpulan teknik-teknik statistik yang memungkinkan pengujian sebuah rangkaian hubungan secara simultan. Hubungan itu dibangun antara satu atau beberapa variabel independen (Santoso, 2011). Dua alasan yang mendasari digunakannya SEM adalah (1) SEM mempunyai kemampuan untuk mengestimasi hubungan antar variabel yang bersifat multiple relationship. Hubungan ini dibentuk dalam model struktural (hubungan antara konstruk dependen dan independen). (2) SEM mempunyai kemampuan untuk menggambarkan pola hubungan antara konstruk laten dan variabel manifes atau variabel indikator

Hasil (Inggris) 1:

The Concept Of Structural Equation Modeling (SEM)Technique of data analysis using Structural Equation Modeling (SEM), done to explain thoroughly the relationships between variables that exist in the research. SEM is used instead to design a theory, but rather is intended to examine and justify a model. Therefore, the main requirement of using SEM is building a model hypothesis which consists of structural models and models of measurements in the form of a path diagram based on the theory of justification. SEM is a set of statistical techniques that allow testing of a series of relationships simultaneously. That relationship was developed between one or more independent variables (Santoso, 2011). Two of the reasons underlying the use of SEM is (1) SEM has the ability to mengestimasi the relationships between variables that are multiple relationship. This relationship was formed in structural models (the relationship between the dependent and independent invalid constructs). (2) SEM has the ability to describe the pattern of the relationship between latent and manifest variables are invalid constructs or variable indicator

Hasil (Inggris) 2:

The concept of Structural Equation Modeling (SEM)
Analysis using Structural Equation Modeling (SEM), performed to elucidate more thoroughly the relationship between variables that exist in the study. SEM is used instead to devise a theory, but rather is intended to examine and justify a model. Therefore, the main requirement using SEM is to build a hypothetical model that consists of the structural model and the measurement model in diagram form paths based justification theory. SEM is a set of statistical techniques that allow testing of a series of relationships simultaneously. The relationship established between one or more independent variables (Santoso 2011). Two reasons underlying the use of SEM is (1) SEM has the ability to estimate the relationship between variables that are multiple relationships. This relationship is formed in the structural model (relationship between the dependent and independent constructs). (2) SEM has the ability to describe the pattern of the relationship between latent constructs and manifest variables or variable indicator