From Data Processing to Interpretation, BM Class Universitas Bunda Mulia Equips Students with Research Skills through a Thesis Workshop on Quantitative Data Analysis Using SmartPLS

Published by Regina Dewi Hanifah on November 5, 2026

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JAKARTA, November 05, 2026 – BM Class at Universitas Bunda Mulia (UBM) held a Thesis Workshop Series: Quantitative Data Processing Using SmartPLS for Thesis Research on Thursday, October 29, 2026. Conducted online via Google Meet, the workshop was part of UBM’s academic skills development program for the Odd Semester of the 2026/2027 Academic Year.

The workshop was led by Dr. Michael Christian, S.E., M.M., an academic and experienced trainer in research methods, quantitative data analysis, and statistical data processing. With his academic and research experience, he provided participants with both theoretical knowledge and practical insights into applying statistical analysis methods systematically and appropriately to meet their research needs.

During the workshop, participants learned the stages of quantitative data processing and analysis using SmartPLS, starting with an introduction to the application’s features, data preparation and input, and the development of research models. The session continued with an explanation of the measurement model (Outer Model), which is used to assess the validity and reliability of indicators in measuring research variables. Participants also learned about the structural model (Inner Model) to understand relationships between variables and examine the effects within a research model. Other topics included direct effect testing (Direct Effects), mediation analysis (Mediation Analysis), and moderation analysis (Moderation Analysis), helping participants understand how one variable can influence the relationship between other variables. In addition to learning the testing procedures, participants were guided on how to read and interpret SmartPLS analysis results. This helped them understand how to present their findings not only in numerical form but also through clear explanations that align with their research objectives and hypotheses. Through this workshop, participants were expected to gain a better understanding of how to conduct SmartPLS analysis systematically and present research findings supported by accurate data processing and interpretation.

Through the Thesis Workshop Series, BM Class at Universitas Bunda Mulia continues to provide competency development programs that are relevant to students’ academic needs. This workshop is expected to help students become better prepared to complete their thesis research while strengthening their analytical and methodological skills in addressing various research challenges.

JAKARTA, 05 November 2026 – BM Class Universitas Bunda Mulia (UBM) menyelenggarakan kegiatan Workshop Seri Skripsi: Pengolahan Data Kuantitatif dengan Alat Analisis SmartPLS untuk Skripsi pada Kamis, 29 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.

Kegiatan ini dibawakan oleh Bapak Dr. Michael Christian, S.E., M.M., seorang akademisi sekaligus trainer yang berpengalaman dalam bidang metode penelitian, analisis data kuantitatif, dan pengolahan data statistic untuk bekal dalam memberikan pemahaman teoritis maupun praktis kepada peserta. Melalui pengalaman akademik dan penelitiannya, beliau membekali mahasiswa dengan pemahaman mengenai penerapan metode analisis statistik yang sistematis dan sesuai dengan kebutuhan penelitian.

Dalam kegiatan ini, peserta mempelajari tahapan pengolahan dan analisis data kuantitatif menggunakan aplikasi SmartPLS, mulai dari pengenalan fitur aplikasi, persiapan dan penginputan data, hingga penyusunan model penelitian. Pembahasan dilanjutkan dengan evaluasi model pengukuran (Outer Model) yang bertujuan untuk menguji validitas dan reliabilitas indikator dalam mengukur variabel penelitian. Selanjutnya, peserta mempelajari evaluasi model struktural (Inner Model) untuk memahami hubungan antarvariabel serta menguji pengaruh yang terbentuk dalam model penelitian. Materi juga mencakup pengujian pengaruh langsung (Direct Effects), efek mediasi (Mediation Analysis), dan efek moderasi (Moderation Analysis) guna membantu peserta memahami bagaimana suatu variabel dapat memengaruhi hubungan antara variabel lainnya. Selain mempelajari tahapan pengujian, peserta juga dibekali pemahaman mengenai cara membaca dan menginterpretasikan hasil analisis SmartPLS, sehingga hasil pengolahan data tidak hanya disajikan dalam bentuk angka, tetapi juga dapat dijelaskan secara sistematis sesuai dengan tujuan dan hipotesis penelitian. Melalui pembelajaran ini, peserta diharapkan mampu menerapkan analisis SmartPLS secara lebih terstruktur serta menyusun hasil penelitian yang didukung oleh pengolahan dan interpretasi data yang tepat.

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.