PELATIHAN WARPPLS: APLIKASI ALTERNATIF PENGUJIAN HIPOTESIS SEM-PLS
DOI:
https://doi.org/10.31004/cdj.v5i2.26364Keywords:
Structural Equation Modeling, Partlial Least Square, Aplikasi WarpPLSAbstract
Pengolahan data untuk penelitian kuantitatif dengan menggunakan aplikasi-aplikasi statistik sudah sangat penting sehingga dalam perkembangannya membuat dosen dan mahasiswa harus mengetahui paling tidak salah satu diantara berbagai aplikasi tersebut. Pengetahuan akan penguasaan aplikasi pengolah data SEM-PLS inilah yang dirasa masih kurang sehingga menjadi kendala utama bagi dosen dan mahasiswa, demikian pula oleh mahasiswa Pascasarjana Magister Manajemen Universitas Pattimura (MM-Unpatti), khususnya pada saat akan menyusun tesis. Sehingga tujuan pelaksanaan kegiatan ini yaitu memberikan contoh praktik sekaligus penerapan aplikasi WarpPLS untuk mengolah data SEM-PLS dalam rangka menguji hipotesis penelitian serta cara menginterpretasikan hasil olah data pada aplikasi tersebut. Pelatihan ini dilaksanakan secara online dengan metode synchronous online learning. Aplikasi WarpPLS dikembangkan langsung oleh Ned Kock dan memiliki 5 tahapan. Kegiatan pelatihan WarpPLS sebagai aplikasi alternatif pengujian hipotesis SEM-PLS telah berjalan dengan lancar. Tahapan untuk menjalankan aplikasi ini juga telah dijelaskan secara berurutan sekaligus cara menginterpretasi hasil pengolahan data. Disarankan untuk kegiatan pelatihan WarpPLS ini, dilaksanakan secara tatap muka (offline) supaya lebih efektif karena terdapat interaksi langsung antara pemateri dengan peserta pelatihan.References
Abidin, Z., Handayani, W., Zaky, E. A., & Faturrahman, A. D. (2022). Perceived risk and attitude’s mediating role between tourism knowledge and visit intention during the COVID-19 pandemic: implementation for coastal-ecotourism management. Heliyon, 8(10), e10724. Baba, K. (2023). A Comparative Study of Synchronous and Asynchronous Learning during COVID-19 Crisis. 4th International Academic Confrece of Education, Teaching and Learning, 38–49.
Benitez, J., Henseler, J., Castillo, A., & Schuberth, F. (2020). How to perform and report an impactful analysis using partial least squares: Guidelines for confirmatory and explanatory IS research. Information and Management, 57(2), 103168.
Guenther, P., Guenther, M., Ringle, C. M., Zaefarian, G., & Cartwright, S. (2023). Improving PLS-SEM use for business marketing research. Industrial Marketing Management, 111(March), 127–142.
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24.
Hair, J. F., Sarstedt, M., Pieper, T. M., & Ringle, C. M. (2012). The Use of Partial Least Squares Structural Equation Modeling in Strategic Management Research: A Review of Past Practices and Recommendations for Future Applications. Long Range Planning, 45(5–6), 320–340.
Kock, N. (2022). WarpPLS user manual?: Version 7.0. ScriptWarp Systems, 1–122.
Kock, N., & Hadaya, P. (2018). Minimum sample size estimation in PLS-SEM: The inverse square root and gamma-exponential methods. Information Systems Journal, 28(1), 227–261.
Kusumastuti, R., Fernando, E., Murad, D. F., Syamilah, S., & Touriano, D. (2020). the Role of Religious Control Moderation in Relationship of Locus of Control To the Dysfunctional Audit Behavior: Evidence from Indonesian Auditors. International Journal of Advanced Science and Technology, 29(5), 11967–11976. http://sersc.org/journals/index.php/IJAST/article/view/25393
Marliana, R. R. (2021). Pelatihan PLS-SEM Menggunakan SmartPls 3.0 Dosen Mata Kuliah Statistika Fisip UIN Sunan Gunung Djati Bandung. Jurnal Abdimas Sang Buana, 2(2), 43.
Memon, M. A., Ramayah, T., Cheah, J. H., Ting, H., Chuah, F., & Cham, T. H. (2021). Pls-Sem Statistical Programs: a Review. Journal of Applied Structural Equation Modeling, 5(1), i–xiv.
Moqbel, M., Guduru, R., & Harun, A. (2020). Testing mediation via indirect effects in PLS-SEM: A social networking site illustration. Data Analysis Perspectives Journal, 1(1), 1–6.
Paramarta, W. A., Laswitarni, N. K., Menuh, N. N., & ... (2023). Pelatihan Penggunaan Smart PLS Bagi Mahasiswa Sekolah Tinggi Ilmu Manajemen Indonesia Handayani. Communnity Development Journal, 4(6), 12904–12911.
Perdana, P. N., Armeliza, D., Khairunnisa, H., & Nasution, H. (2023). Research Data Processing Through Structural Equation Model-Partial Least Square (SEM-PLS) Method. Jurnal Pemberdayaan Masyarakat Madani (JPMM), 7(1), 44–50. https://doi.org/10.21009/jpmm.007.1.05
Purwanto, A., Asbari, M., & Santoso, T. I. (2021). Analisis Data Penelitian Marketing: Perbandingan Hasil antara Amos, SmartPLS, WarpPLS, dan SPSS Untuk Jumlah Sampel Besar. Journal of Industrial Engineering & Management Research, 2(4), 216–227.
Purwanto, A., Asbari, M., Santoso, T. I., Haque, M. G., & Nurjaya. (2019). Marketing research quantitative analysis for large sample: Comparing of Lisrel, Tetrad, GSCA, Amos, SmartPLS, WarpPLS, and SPSS. Jurnal Ilmiah Ilmu Administrasi Publik: Jurnal Pemikiran Dan Penelitian Administrasi Publik, 9(2), 355–372.
Ralahallo, F. N., Tabelessy, W., & Refo, I. S. S. (2020). The Impact of Relationship Marketing, Store Atmosphere and Service on Customer Retention. Journal of Critical Reviews, 7(08), 2375–2387.
Romo-González, J. R., Tarango, J., & Machin-Mastromatteo, J. D. (2018). PLS SEM, a quantitative methodology to test theoretical models from library and information science. Information Development, 34(5), 526–531.
Salle, A., & Wonar, K. (2020). Pelatihan Aplikasi Warp PLS dan Aplikasi Mendeley Untuk Meningkatkan Kualitas Karya Ilmiah Mahasiswa. The Community Engagement Journal?: The Commen, 3(1), 22–33.
Sarstedt, M., Hair, J. F., Pick, M., Liengaard, B. D., Radomir, L., & Ringle, C. M. (2022). Progress in partial least squares structural equation modeling use in marketing research in the last decade. Psychology and Marketing, 39(5), 1035–1064. https://doi.org/10.1002/mar.21640
Sarstedt, M., & Liu, Y. (2023). Advanced marketing analytics using partial least squares structural equation modeling (PLS-SEM). Journal of Marketing Analytics, 0123456789.
Shela, V., Ramayah, T., Aravindan, K. L., Ahmad, N. H., & Alzahrani, A. I. (2023). Run! This road has no ending! A systematic review of PLS-SEM application in strategic management research among developing nations. Heliyon, 9(12), e22476. https://doi.org/10.1016/j.heliyon.2023.e22476
Tabelessy, W. (2023). The Role of Food Quality and Halal Certificates to Improve Consumer Satisfaction and Loyalty. International Journal of Social Service and Research, 03(05), 1127–1136.
Tabelessy, W., & Batkunde, Adonia, A. (2022). Pelatihan Penggunaan Aplikasi IBM SPSS Untuk Pengujian Hipotesis. Communnity Development Journal, 3(3), 1647–1651.
Tabelessy, W., & Pattiruhu, J. R. (2022). Pengenalan Aplikasi SmartPLS Bagi Mahasiswa Baru Program Studi Magister Manajemen Universitas Pattimura. COMMUNIO: Jurnal Pengabdian Kepada Masyarakat, 1(2), 82–88.
Tabelessy, W., Ralahallo, F. N. R., & Tehuayo, E. (2020). The Analysis of Relationship Marketing and Its Influence Towards Customer Retention By Means of Store Atmosphere and Customer Value. Journal of Critical Reviews, 7(8), 2361–2374.
Tambun, S., Heryanto, H., Mulyadi, M., Sitorus, R. R., & Putra, R. R. (2022). Pelatihan Aplikasi Olah Data SmartPLS untuk Meningkatkan Skill Penelitian bagi Dosen Sekolah Tinggi Theologia Batam. Jurnal Pengabdian UNDIKMA, 3(2), 233.
Xiong, X. (2022). Critical Review of Quantitative and Qualitative Research. Proceedings of the 2022 3rd International Conference on Mental Health, Education and Human Development (MHEHD 2022), 670(Mhehd), 956–959.
Zeng, N., Liu, Y., Gong, P., Hertogh, M., & König, M. (2021). Do right PLS and do PLS right: A critical review of the application of PLS-SEM in construction management research. Frontiers of Engineering Management, 8(3), 356–369.
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