Improving Data Processing Skills, BM Class UBM Supports Students in Preparing for Their Thesis Through a Thesis Workshop on Quantitative Data Analysis Using SPSS.
JAKARTA, November 05, 2026 – BM Class at Universitas Bunda Mulia (UBM) held a Thesis Workshop: Quantitative Data Processing Using SPSS for Thesis Research on Friday, October 30, 2026. The workshop was conducted online via Google Meet as part of the academic skills development program for the 2026/2027 Odd Semester.
The workshop featured Mr. Ongky Alex Sander, S.E., M.M., a lecturer from the Management Study Program at Universitas Bunda Mulia, who has experience in data analysis and research methodology. He is actively involved in various academic, research, and community service activities. In addition, he has experience providing research data processing training using statistical software, particularly SPSS and Partial Least Squares (PLS), to students working on their final projects.
During the workshop, participants learned various stages of quantitative data processing and analysis using SmartPLS software, starting with an introduction to the application, data preparation and entry, and research model development. The materials covered the evaluation of the measurement model (Outer Model) to assess the validity and reliability of research indicators, as well as the evaluation of the structural model (Inner Model) to examine relationships and effects between variables. Participants also learned about direct effect testing (Direct Effects), indirect effects through mediation analysis (Mediation Analysis), and moderation testing (Moderation Analysis) to understand the roles of variables in research relationships.
Furthermore, participants gained an understanding of how to read and interpret SmartPLS analysis results, allowing them to draw conclusions based on statistical findings and prepare research reports more systematically to support their thesis writing process.
Through this Thesis Workshop, BM Class at Universitas Bunda Mulia continues to demonstrate its commitment to providing skill development programs that meet students’ academic needs. This workshop is expected to better prepare students to complete their thesis research while improving their ability to process, analyze, and understand research data, helping them overcome various challenges throughout the thesis writing process.
JAKARTA, 05 November 2026 – BM Class Universitas Bunda Mulia (UBM) menyelenggarakan kegiatan Workshop Seri Skripsi: Pengolahan Data Kuantitatif dengan Alat Analisis SPSS untuk Skripsi pada Jumat, 30 Oktober 2026. Kegiatan yang berlangsung secara daring melalui Google Meet ini merupakan bagian dari program pengembangan keterampilan akademik mahasiswa untuk Tahun Akademik Ganjil 2026/2027.
Dipandu oleh narasumber Bapak Ongky Alex Sander, S.E., M.M., selaku dosen Program Studi Manajemen Universitas Bunda Mulia yang memiliki pengalaman dalam bidang analisis data dan metodologi penelitian. Beliau aktif dalam kegiatan akademik, penelitian, pengabdian kepada masyarakat Selain itu, beliau memiliki pengalaman dalam memberikan pelatihan pengolahan data penelitian menggunakan perangkat lunak statistik, khususnya SPSS dan Partial Least Squares (PLS), bagi mahasiswa yang sedang menyusun tugas akhir
Dalam kegiatan ini, peserta mempelajari berbagai tahapan pengolahan dan analisis data kuantitatif menggunakan aplikasi SmartPLS, mulai dari pengenalan aplikasi, persiapan dan penginputan data, hingga penyusunan model penelitian. Materi mencakup evaluasi model pengukuran (Outer Model) untuk menguji validitas dan reliabilitas indikator penelitian, serta evaluasi model struktural (Inner Model) untuk melihat hubungan dan pengaruh antarvariabel. Peserta juga mempelajari pengujian pengaruh langsung (Direct Effects), pengaruh tidak langsung melalui analisis mediasi (Mediation Analysis), serta pengujian moderasi (Moderation Analysis) untuk memahami peran variabel dalam hubungan penelitian. Selain itu, peserta dibekali pemahaman mengenai cara membaca dan menginterpretasikan hasil pengujian SmartPLS, sehingga dapat menarik kesimpulan berdasarkan hasil analisis dan menyusun laporan penelitian secara lebih sistematis sesuai dengan kebutuhan penyusunan skripsi.
Melalui penyelenggaraan Workshop Seri Skripsi ini, BM Class Universitas Bunda Mulia terus berkomitmen menghadirkan program pengembangan kompetensi yang relevan dengan kebutuhan akademik mahasiswa. Kegiatan ini diharapkan dapat membantu mahasiswa meningkatkan kesiapan dalam menyelesaikan penelitian skripsi serta memperkuat kemampuan analitis dan metodologis dalam menghadapi berbagai tantangan penelitian.