Analisis Data Penelitian Sosial dan Manajemen: Perbandingan Hasil antara Amos, SmartPLS, WarpPLS, dan SPSS Untuk Jumlah Sampel Medium
DOI:
https://doi.org/10.5555/ijosmas.v2i4.50Keywords:
Analisis data, Amos, SmartPLS, WarpPLS, SPSS.Abstract
- Tujuan penelitian ini adalah membandingkan hasil pengolahan data penelitian kuantitatif bidang sosial menggunakan software SPSS, SmartPLS, WarpPLS dan Amos untuk jumlah sampel medium. Metode penelitian ini adalah kuantitatif dan analisis data penelitian menggunakan keempat jenis software tersebut untuk didapatkan perbandingan hasil analisis. Analisis dalam penelitian ini fokus pada analisis uji hipotesis dan analisis regresi. Analisis regresi digunakan untuk mengukur seberapa besar pengaruh variabel independen terhadap variabel dependen. Data hasil penelitian ini menggunakan data kuantitatif yang berasal dari data kuesioner untuk jumlah sampel medium yang berjumlah 122 responden dengan empat variabel penelitian, yaitu variabel kepemimpinan transformasional, leader member exchange, organizational citizenship behaviour dan kinerja. Berdasarkan hasil analisis menggunakan software SPSS, SmartPLS, WarpPLS dan Amos diperoleh hasil bahwa untuk jumlah sampel medium tidak ada perbedaan yang signifikan pada nilai signifikansi p-value dan t-value. Nilai determinasi yang dihasilkan juga tidak ada perbedaan yang signifikan, serta nilai korelasi pada persamaan struktural yang dihasilkan juga tidak ada perbedaan hasil yang signifikan
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