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All Journal Jurnal Ilmiah Kursor Teknika: Engineering and Sains Journal JPMI (Jurnal Pendidikan Matematika Indonesia) Applied Technology and Computing Science Journal Building of Informatics, Technology and Science ILKOMNIKA: Journal of Computer Science and Applied Informatics Jurnal Pembelajaran Pemberdayaan Masyarakat (JP2M) Informatics, Electrical and Electronics Engineering SCIENCE ELECTRO Jurnal Sistem Informasi dan Informatika Jurnal Media Akademik (JMA) The Indonesian Journal of Computer Science Galois : Jurnal Penelitian Pendidikan Matematika PERFECT: Journal of Smart Algorithms
Fawaidul Badri
Universitas Islam Malang
Religion Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Social Sciences Other

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Journal : Building of Informatics, Technology and Science

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Penerapan Metode Principal Component Analysis (PCA) Untuk Identifikasi Faktor-Faktor yang Mempengaruhi Sikap Mahasiswa Memilih Melanjutkan Studi ke Kota Malang Badri, Fawaidul; Sari, Sulistya Umie Ruhmana
Building of Informatics, Technology and Science (BITS) Vol 3 No 3 (2021): December 2021
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (346.723 KB) | DOI: 10.47065/bits.v3i3.1139

Abstract

The future of a nation depends on how good the quality of education and human resources of the nation is. Higher education is an important part of the world of education that carries the responsibility in an effort to educate the nation's life. This study aims to determine the factors that influence student attitudes in choosing to continue their studies at Islamic Higher Education (PTAI). The background of this research is that there is a significant gap between PTN and PTAI enthusiasts and the lack of student interest in Islamic tertiary institutions is very interesting to be used as research study material to find out things that are considered by students in choosing PTAI. The results of the study indicate that the data used have met the assumption test of validity, reliability, adequacy and feasibility of the data so that it can be continued in the next analysis using factor analysis using PCA. All the variables contained in this study have an extraction value of more than 50%, so it can be concluded that all the variables used can explain these factors. In the "% of variance" column, because the specified eigenvalues ​​is 1, then the value to be taken has eigenvalues ​​greater than 1, there are component 1, component 2, component 3, component 4, and component 5. If you use 5 components then the total factors that can explain the variance are 20.011% + 19.692% + 15.935% + 14.632% + 10.745% = 81.015%
Co-Authors ABDULLAH FAQIH Adimas Ryandanu Ahmad Murtaqi Al Ikhwan Resqy Fauzan Alqob Alawi, Ahmad Albarady, Muhammad Adiestha Alvilda Delsyia Putri Alvin Setiawan Anang Habibi Anastasia Lidya Maukar Anik Vega Vitianingsih Annisa, Faradilla Nur Ardiansyah Siregar Ardiansyah Siregar Awang Andhyka Azzahra, Morra Fatya Gisna Nourielda Azzaro, Nabila Bambang Minto Budiarti, Rizqi Putri Nourma Deny Rusdianto Dujjah, Nurul Ilmi Badrun DWI CAHYONO Efendi S Wirateruna Eko Mulyanto Yuniarno Erina Hanifah Sari Fandisya Rahman Faradilla Nur Annisa Fatimat Uzahro Ferdyanto Hartoko, Rafif Pudyo Hawia, Siti Imam Rosadi Khusnul Khotimah Lina Dwi Novita Sari M. Taqijuddin Alawiy Madia, Niswatul Maulani, Maghfira Izzani Moh Ridwan Mohamat Imron Mohammad Agustian Mohammad Jasa Afroni Muhammad Farih Al Habib Muhammad Taqiyyuddin Alawiy Muhammad Yusuf Niqris Nabila Azzaro Nabilatul Fikriyah Ngatmari Nila Nur Pratiwi Niqris, Muhammad Yusuf Nopia, Rambu Ade Novita Sari Nurullah, Zulfa Putria Nury Maela Adhima Oktrison, Oktrison Oktriza Melfazen Pradina Dyah Widyawan Putra, Rikko Nur Alif Hidayah Permana Qolbi Firmansyah Rafif Pudyo Hartoko Rambu Ade Nopia Ridwan Maulana Riski Mono Sari Rofi, Ahmad Nafiur Saputra, Herdian Saputri , Nanda Sari, Lina Dwi Novita Sari, Nur Farhania Silva, Virginia Amelia Dos Santos Sipahutar , Erwinsyah Siti Hawia Sulistya Umie Ruhmana Sari, Sulistya Umie Ruhmana Syaad Patmanthara Trisna Wati Sakka Uzahro, Fatimat Whardana, Dicky Kusuma Zaeni, Ilham Ari Elbaith Zulfa Putria Nurullah