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Journal : EduLine: Journal of Education and Learning Innovation

PLS-SEM for Multivariate Analysis: A Practical Guide to Educational Research using SmartPLS Putu Gede Subhaktiyasa
EduLine: Journal of Education and Learning Innovation Vol. 4 No. 3 (2024)
Publisher : PT ARRUS Intelektual Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35877/454RI.eduline2861

Abstract

Implementation of PLS-SEM in educational research has developed significantly, but there are variations in the presentation of the analysis results. This study aims to provide practical understanding to researchers who intend to utilize PLS-SEM in multivariate analysis to enhance the recognition and validity of the resultant research outcomes using SmartPLS. This research is a literature study that conducts content analysis of relevant books and publications. The research results present PLS-SEM analysis using SmartPLS on reflective and formative research models with first-order and second-order approaches through measurement model evaluation (outer model) and structural model evaluation (inner model) with various criteria. Evaluation of the reflective measurement model consists of reflective indicator loadings, internal consistency reliability, convergent validity, and discriminant validity. The review of the formative measurement model consists of convergent validity, collinearity, and statistical significance of weights. The structural model evaluation consists of the collinearity test, significance value, f square, R square, Q square, SRMR, PLSpredict, and robustness checks. Therefore, this study can provide guidance using SmartPLS in conducting PLS-SEM analysis and presenting acceptable analysis results.
Co-Authors Abd. Syakur Anak Agung Ayu Eka Cahyani Anak Agung Gede Agung Anak Agung Sri Sanjiwani Andini, Ni Komang Sukra Arisusana, I Made Basilius Redan Werang Bayangkari Bayangkari Bayangkari, Bayangkari Bonefisia Amul Vinsensa Cahyani, Anak Agung Ayu Eka Citrawati, Ni Ketut Citrawati, Ni Ketut Dharma, I Dewa Gede Candra Diah Prihantiningsih Diah Prihatiningsih Didik Setiawan Djusran, Ilyas I Gede Ratnaya I Gusti Putu Agus Ferry Sutrisna I Gusti Putu Agus Ferry Sutrisna I Gusti Putu Agus Ferry Sutrisna Putra I Made Arya Wirya Atmaja I Made Oka Adi Parwata I Nyoman Jampel I Nyoman Sudiarta I Putu Eka Indrawan I Wayan Pira Adi Pratama I.G.P. Agus Ferry Sutrisna Putra Ika Yulfitrah Ikhyanuddin, Ikhyanuddin Jondar , Aloysius Judijanto, Loso Kadek Rihendra Dantes Kiki Rizki Fista Andriana Kiki Rizki Fista Andriana Kiki Rizki Fista Andriana Lasmiatun, KMT Lede, Yohanes Umbu Lia Rahayu Made Ani Suprapta Mediari, Ni Luh Putu Megah Andriany Mirayanti, Ni Ketut Ayu Muhamad Nazim N Putri Sumaryani N. Putri Sumaryani N. Putri Sumaryani N. Putri Sumaryani N. Putri Sumaryani Nazim, Muhamad Ni Kadek Ayu Cintya Dewi Ni Kadek Era Indrayani Ni Ketut Ayu Mirayanti Ni Ketut Ayu Mirayanti Ni Ketut Ayu Mirayanti Ni Ketut Ayumirayanti Ni Ketut Citrawati Ni Komang Sukaraandini Ni Nyoman Parmithi Ni Wayan Sunita Ni Wayan Sunita Ni Wayan Sunita Nopita Wati, Ni Made Nyoman Putri Sumaryani Nyoman Sudarma Parwati, Putu Ayu Putri Sumaryani N. Putri, Ni Luh Nova Dilisca Dwi Putri, Putu Hita Jyotisna Putu Thrisna Dewi, Ni Luh Rahayu, Ni Luh Nik Resiyanthi, Ni Komang Ayu Risqi, Nurainni Sang Ayu Ketut Candrawati Santhosa, Pande Wayan Silvia Ni Nyoman Sintari Silvia Ni Nyoman Sintari Sintari, Silvia Ni Nyoman Sriani, Ni Kadek Ayu Sunita Ni Wayan Suniyadewi, Ni Wayan Suprapta, Made Ani Sutrisna Putra, I Gusti Putu Agus Ferry Tri Astuti wira Pratiwi Wahyudi, Hendro Wati, Ni Made Nopita Wayan Shinta Wati Widana, Anak Agung Gde Oka Yuni Antari