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All Journal Saintika Medika: Jurnal Ilmu Kesehatan dan Kedokteran Keluarga. Primary: Jurnal Pendidikan Guru Sekolah Dasar Medula BERITA BIOLOGI Majalah Ilmiah Biologi BIOSFERA: A Scientific Journal Pendas : Jurnah Ilmiah Pendidikan Dasar ADMINISTRASI PUBLIK Lectura : Jurnal Pendidikan Al-Khwarizmi: Jurnal Pendidikan Matematika dan Ilmu Pengetahuan Alam PERENNIAL Majalah Sainstekes Perspektif Pendidikan dan Keguruan MDJ (Makassar Dental Journal) Proximal: Jurnal Penelitian Matematika dan Pendidikan Matematika Al-Majaalis : Jurnal Dirasat Islamiyah International Journal of Health, Economics, and Social Sciences (IJHESS) Jurnal Riset dan Inovasi Pembelajaran Jurnal Studi Islam Lintas Negara (Journal of Cross-Border Islamic Studies) juremi: jurnal riset ekonomi AbdiTechno (Jurnal Pengabdian Masyarakat) Al-Ashr : Jurnal Pendidikan dan Pembelajaran Dasar Jurnal Kolaboratif Sains Jurnal Al-Fawa'id : Jurnal Agama dan Bahasa The Indonesian Journal of Community and Occupational Medicine Jurnal Pendidikan Sosial Keberagaman (JURIDIKSIAM) eJournal Kedokteran Indonesia Jurnal Suara Pengabdian 45 Pusaka : Journal of Tourism, Hospitality, Travel and Business Event Jurnal Pengabdian Masyarakat Sains dan Teknologi TAKSONOMI Mandala of Health : A Scientific Journal Journal of Research and Publication Innovation Jurnal Pendidikan dan Pengabdian Masyarakat MULTIPLE: Journal of Global and Multidisciplinary Kegiatan Positif : Jurnal Hasil Karya Pengabdian Masyarakat Jurnal Kepengawasan, Supervisi dan Manajerial (JKSM) Mengabdi: Jurnal Hasil Kegiatan Bersama Masyarakat At- Ta'lim : Jurnal Pendidikan Sirajuddin : Jurnal Penelitian dan Kajian Pendidikan Islam AL-ABSHOR : Jurnal Pendidikan Agama Islam Journal Education Innovation Al-Usariyah: Jurnal Hukum Keluarga Islam Tamilis Synex: Multidimensional Collaboration Sirajuddin: Jurnal Penelitian dan Kajian Pendidikan Islam Berita Biologi Jurnal Ilmiah Multidisiplin Indonesia SOCED SASAMBO : Journal of Social Education Sasambo
Muhammad Ilyas
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Journal : Journal Education Innovation

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Memahami Dan Menerapkan Uji Korelasi Dalam Analisis Data  Penelitian Pendidikan Patimah; Zulpan; Dite Umbara Alfansuri; El Munawaroh; Muhammad Ilyas
Journal Education Innovation (JEI) Vol. 3 No. 4 (2025): Oktober 2025
Publisher : Yayasan Perguruan Kampus

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65474/f7vd8y11

Abstract

The correlation test is one of the most frequently used statistical techniques in educational research to identify the relationship between two or more variables. This article aims to provide a comprehensive understanding of the concept, types, assumptions, and applications of both parametric and non-parametric correlation tests, including Pearson, Spearman, Kendall’s tau, and point-biserial correlations. Through a review of recent literature, the author highlights the importance of selecting the appropriate correlation method based on data characteristics, testing fundamental assumptions such as linearity and normality, and interpreting results accurately without implying causation. Furthermore, this article discusses common errors in applying correlation analysis and provides recommendations for reporting results according to modern scientific standards. By understanding and correctly applying correlation tests, educational researchers are expected to produce more accurate, valid, and scientifically accountable data analyses.
Co-Authors Abbad, Abdurrahman Abdul Halik Abdul Syahid Achmad Rasyid Ridha Adjeng Indi Safirah Agus Sugiharto Ahmad Fathoni Ahmad, Arimuliani aka Hadikusuma Ramadan Ambo Dalle Amilya Agustina Andi Alfian Zainuddin Andi Fitriani Djollong Andi Saptaji Kamal Andi Tenri Sanna ANDRIA AGUSTA Antonius Herry Cahyana Antony Chusmond Ardianto Arriz Akbar Sukadi Aryadi Nurfalaq Asnita Taslim Astuti Arif Ayu Nazila Bachtiar Murtala Batman, Batman Burhanuddin Bahar Cahyono Kaelan Christoper Yudha Erlangga Clarissa Phielip Darmawati Deni Irawan Dewi Sumaryani Soemarko Dite Umbara Alfansuri El Munawaroh Enik Maryanti Erika Nurul Fitria Evana Fahrina Yustiasari Liriwati Fatur Rahman Sukri Felicia Erika Jahja Fida’ Munadzir Abdul Lathif Gusnanda, Wili Halid, Ahmad Hariz, Abdul Hasrianto Heni Pujiastuti Huzair . Iin Karmila Putri Indriyani Pratiwi Hapsari IRA TASKIRAWATI ISHAK Jimmy Tungka Kaana Eryma Awsa Kafrawi Kafrawi Karmilah Karmilah Kartika Dyah Palupi Khoe, Levina Chandra Landauw, Martha Latief, Nikmatia Ma'rufi, Ma'rufi Mahsyar Maswati Masyhuri Masyhuri Masyhuri Meti Fatimah Miranti Eka Pratiwi Mirna Muis Mudafi’ah Lil Fudlola Muhammad Fadjar Perkasa, Muhammad Fadjar Muhammad Ilyas Muhammad Nur Ihsan Muhammad Ridha Maulana Muhammad Ryan Fahrezi Muhammad Yogi Muhammad Yogi Galih Permana Mulyadi Mulyadi Munawir Saharuddin Muzakkir Amin Nita JH Nurdin Nurdin Nurdin Nurdin Nuri Purwito Adi Nurlaily Idris Nurwijayanti Octavia Siti Nurhayati Oryzasetiva Widyowati Patimah Praptiwi Rafika Desylia Athaya Rabani Rahmawati Ridwan Raunsai, Marlin Megalestin Rima Handayani Rosita Kai rubianti Arsyid Sri Susanti St. Wardah Hanafie Das Suaedi Suaedi Sukari Sulthan Salman Zain Suud Suud Suud Syafruddin Syafruddin Tobroni Tobroni Ulfa Sari Kumala Dewi Usman Al Hudawi Yulianto Yulianto Yuliawati Yuliawati Yunianti Lafau Zulpan