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Ulfiani Rahman
Universitas Islam Negeri Alauddin Makassar
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Journal : advances in education journal

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Penelitian Korelasional Dan Kausalitas: Pengertian, Proses Dasar, Ragam, Dan Desain Penelitian Korelasional, Analisis Dan Interpretasi Data Basri saenong; Umar suleman; Ulfiani rahman
Advances In Education Journal Vol. 2 No. 3 (2025): Advances In Education Journal (Desember)
Publisher : Yayasan Al-Afif

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Abstract

Correlational and causal research are two fundamental approaches widely used in social and educational research to understand relationships among variables. Correlational research focuses on identifying the strength and direction of relationships between two or more variables without manipulating them, whereas causal research aims to determine whether changes in one variable directly cause changes in another. This paper discusses the definition, basic processes, types, and designs of correlational research, as well as data analysis and interpretation in relation to causality. Using a literature-based approach, the study examines key concepts of correlational research, including simple, partial, and multiple correlations, along with common research designs such as cross-sectional, longitudinal, and predictive studies. The discussion highlights the importance of appropriate statistical techniques, careful interpretation of results, and awareness of confounding variables. The findings emphasize that correlation does not necessarily imply causation and that stronger research designs are required to establish causal relationships. This study provides a conceptual foundation for researchers in designing valid, reliable, and methodologically sound studies in social and educational contexts.
Co-Authors A. Sriyanti, A. A. Wilhalminah Ade Agusriani ADE AGUSRIANI, ADE Agus Agus Ahdad, Muhammad M Ahmad Afif Ahmad Afiif, Ahmad Ahmad Farham Majid Ahmad Suryadi Akin, M. Aris Alajaili, Hetham M Alaitori Ana Fergina Andi Anirah Andi Halimah Andi Ika Prasasti Abrar Andi Kusumayanti Andi Nabilah Ridwan Andi Rezky Nurhidayah Andi Sriyanti Andriani Fatimah Andriani, Rezky Asrar, Muh. Baehaqi Bahaking Rama Baharuddin Abbas Basri saenong Bunga Bunga Dalif, M. Destria Rafina Aziz Eka Damayanti Elsa Triningsih Fatimah, Andriani Fitriani Nur Fitriani Nur, Fitriani Habibah Ulfayana Hamansah Hamdan Juhannis Hamsah Hamsah Hamsah Hartiwisidi, Nurcahya Hasyim Haddade Hiljati, Hiljati Idham Idham Idham Idham Idham Idham Ilyas Ilyas Immawati Nur Aisyah Rivai Irma Magfirah, Irma Ismail, Wahyuni Jayawarsa, A.A. Ketut Juliana Juliana Khafifa Sri Wahyuni Kiswanto Kiswanto Laela Kadri Latuconsina, Nur Khalisah Lisnasari Andi Mattoliang M Rusdi M. Nur Aqram Maulana M. Ridwan Tahir M. Rusdi M. Yusuf maem Magfiraturrahmah, Magfiraturrahmah Makmur Makmur Marjuni, H. MISYKAT MALIK IBRAHIM Moch Natsir Mahmud Moch. Mahmud Muchlisah Muchlisah Muh. Rahmat Hidayat Muhammad Amri Muhammad Hasyim Muhammad Hasyim, Muhammad Muhammad Ishak Anto Muhammad Khalifah Mustami Muhammad Nur Korompot Muhammad Yahdi Muhammad Yaumi Muhammad Yusuf Hidayat Muljono Damopolii Munawir, Ahmad Munirah Munirah Munirah Munirah Munirah Munirah Musdalifah Musdalifah Muslim Muslim Muslimah S. Waskita Muslimin Muslimin Mustami, Muhammad Khalifa Muzakkir Muzakkir Muzakkir Nasrallah Nasrallah Nur Rahma Nur Rahmah Asnawi Nur, Zulfikah Nurafiah Nurafiah Nurani Azis Nurmiati Nurmiati Nursalam Nursalam Nursida Nursida Nursyam Nurul Wahidiah Nurwasilah Nuryamin Prasasti, Andi Ika R, Rusdianto Rahmayanti Ramadani, Ainunniza Fitri Ramadani, Desi Ramli Ramli Reski Aprianti Pratiwi Reski Hastuti Ridwan Idris Rismawati MS Roswati Saharuddin Saharuddin Saharuddin Samintang Saprin Saprin Saprin, Saprin Saputri, Amina Sattu Alang Selvi, Nurhayati Sewang, Anwar Shabir U, M Siti Azisah Sitti Nadirah Sri Sulasteri, Sri Sri Sulateri Sri Wahyuni Sri Wahyuni Sriyanti, A St Syamsudduha Suarga Suarga Suarti Suarti Suharti, Suharti Sulasteri, Sri Sulkifli F. Sulkifli F. Sulkifli F. Sulkifli F., Sulkifli F. Susi Ramadani Syahrina Syam Syahruddin Syaikhah Fakhrunnisa Abubakar Syamsul Bahri A Galigo Syarifah Huriyah Syarifuddin Ondeng Umar Sulaiman Umar suleman Umi Kusyairy, Umi Ummi Rofika Hasan Wahdaniah Wahdaniah Wahyuddin Naro, Wahyuddin Wahyuni, Andi Eki Dwi Wayong, Mohammad Widiastuti Widiastuti Wijaya, Indra Wulandari Ningsih Yulianti J Yuliany, Nur Yusawinur Barella