BUILDING YOUNG RESEARCHERS’ COMPETENCE THROUGH MODERN DATA PROCESSING APPLICATION TO ENHANCE EDUCATION QUALITY

Authors

  • Haryo Kuncoro Wirologo Universitas Negeri Jakarta
  • Hafifah Nasution Universitas Negeri Jakarta
  • Dwi Handarini Universitas Negeri Jakarta
  • Rr. Sri Kartikowati Universitas Negeri Jakarta
  • Nurdin Hidayat Universitas Negeri Jakarta

DOI:

https://doi.org/10.53067/ije2.v4i2.158

Keywords:

Structural Equation Modeling, Partial Least Square, SmartPLS, Simultaneous Equation Model

Abstract

Data analysis techniques are one of the critical stages that young researchers must carry out when conducting research. Apart from that, young researchers also need to understand knowledge related to statistical methods to make carrying out their research easier. This community service activity aims to increase the knowledge of young researchers (especially students) related to Structural Equation Modeling using the PLS and the Simultaneous Equation Model. Apart from that, this activity also aims to increase the experience of young researchers by directly instilling the use of the SmartPLS program. This Community Service Activity was conducted as a seminar on June 13, 2024, from 08.00 to 12.00 WIB (09.00 to 13.00 MST) online via Zoom Cloud's Meeting. Universiti Malaysia Sabah is a partner in this activity. Seventy-six participants, including lecturers, students, and researchers from state and private universities in Indonesia and Malaysia, participated in this activity. The activity evaluation results show that participants' understanding and skills regarding Structural Equation Modeling-Partial Least Square (SEM-PLS), SmartPLS, and Simultaneous Equation Model have increased

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References

Hastie, T., Tibshirani, R., & Friedman, J. (2009). The Elements of Statistical Learning: Data Mining, Inference, and Prediction (2nd ed.). Springer.

Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2021). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (3rd ed.). Sage Publications.

James, G., Witten, D., Hastie, T., & Tibshirani, R. (2013). An Introduction to Statistical Learning: with Applications in R. Springer.

Provost, F., & Fawcett, T. (2013). Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking. O'Reilly Media.

Sarwono, Jonathan. 2021. Pentingnya Meneliti di Kalangan Mahasiswa. Pentingnya Meneliti di Kalangan Mahasiswa (geocities.ws)

Universitas Tidar. 2022. Tri Dharma Perguruan Tinggi. TRI DHARMA PERGURUAN TINGGI-Fakultas Teknik (untidar.ac.id)

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Published

2024-08-30

How to Cite

Wirologo, H. K., Nasution, H., Handarini, D., Kartikowati, R. S., & Hidayat, N. (2024). BUILDING YOUNG RESEARCHERS’ COMPETENCE THROUGH MODERN DATA PROCESSING APPLICATION TO ENHANCE EDUCATION QUALITY. International Journal of Engagement and Empowerment (IJE2), 4(2), 176–183. https://doi.org/10.53067/ije2.v4i2.158

Issue

Vol. 4 No. 2 (2024): International Journal of Engagement and Empowerment

Section

Articles

License

Copyright (c) 2024 Haryo Kuncoro Wirologo, Hafifah Nasution, Dwi Handarini, Rr. Sri Kartikowati, Nurdin Hidayat

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.