Nisa’, Ifa Choirun and Luthfatul Amaliana, S.Si., M.Si (2022) Penerapan Structural Equation Modeling- Partial Least Square (Sem-Pls) Pada Variabel Yang Mempengaruhi Quarter Life Crisis Mahasiswa Fmipa Ub. Sarjana thesis, Universitas Brawijaya.
Abstract
Structural Equation Modeling (SEM) merupakan merupakan salah satu analisis multivariat yang menjelaskan hubungan antar variabel. SEM berbasis varian disebut Partial Least Square (PLS). Metode PLS digunakan untuk mengatasi suatu asumsi data harus berdistribusi normal dan sampel berjumlah besar. Dalam kasus quarter life crisis dapat dilihat dari keadaan mahasiswa FMIPA UB yang berada dalam pencarian jati diri. Tujuan dari penelitian ini adalah untuk memodelkan pengaruh faktor emosi, dukungan sosial, religiusitas, dan resiliensi terhadap keadaan quarter life crisis mahasiswa FMIPA UB serta menentukan variabel yang paling mempengaruhi keadaan quarter life crisis pada mahasiswa FMIPA UB berdasarkan hasil pemodelan SEM-PLS baik secara langsung maupun tidak langsung. Data yang digunakan merupakan data primer hasil kuesioner secara daring kepada mahasiswa dengan teknik pengambilan sampel yaitu proportionate stratified random sampling. Analisis SEM-PLS yang dilakukan dengan menggunakan bantuan software RStudio. Hasil analisis SEM-PLS menunjukkan bahwa variabel dukungan sosial yang berpengaruh terhadap kondisi quarter life crisis mahasiswa FMIPA UB dengan besar kontribusinya 19.5%. Sedangkan model SEM-PLS yang didapatkan menjelaskan fenomena dengan quarter life crisis sebesar 56.9%.
English Abstract
Structural Equation Modeling (SEM) is a multivariate analysis that explains the relationship between variables. The variant-based SEM is called Partial Least Square (PLS). The PLS method is used to overcome an assumption that the data must be normally distributed and the sample is large. In the case of a quarter life crisis, it can be seen from the condition of FMIPA UB students who are in search of identity. The purpose of this study is to model the influence of emotional factors, social support, religiosity, and resilience on the quarter life crisis of FMIPA UB students and determine the variables that most influence the quarter life crisis of FMIPA UB students based on the results of SEM-PLS modeling either directly or indirectly. indirect. The data used are primary data from online questionnaires to students with a sampling technique that is proportionate stratified random sampling. SEM-PLS analysis was carried out using the RStudio software. The results of the SEM-PLS analysis show that the social support variable that influences the quarter life crisis condition of FMIPA UB students with a large contribution of 19.5%. While the SEM-PLS model obtained explains the phenomenon with a quarter life crisis of 56.9%.
| Item Type: | Thesis (Sarjana) |
|---|---|
| Identification Number: | 0522090013 |
| Uncontrolled Keywords: | Dukungan Sosial, Mahasiswa FMIPA UB, Quarter Life Crisis, SEM-PLS, Social Support, Students of FMIPA UB, Quarter Life of Crisis, SEM-PLS. |
| Subjects: | 500 Natural sciences and mathematics > 519 Probabilities and applied mathematics > 519.5 Statistical mathematics |
| Divisions: | Fakultas Matematika dan Ilmu Pengetahuan Alam > Statistika |
| Depositing User: | Zainul Mustofa |
| Date Deposited: | 29 Sep 2022 07:04 |
| Last Modified: | 29 Sep 2022 07:04 |
| URI: | http://repository.ub.ac.id/id/eprint/195168 |
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