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All Journal Al Hikmah: Indonesian Journal of Early Childhood Islamic Education
Budi Purwanto
UIN Sultan Maulana Hasanuddin Banten
Religion Humanities Education

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The Evolution of Data Collection Techniques in Educational Management Research: A Literature Review Budi Purwanto; Naf'an Tarihoran; Rizal Firdaus
Al Hikmah Indonesian Journal of Early Childhood Islamic Education Vol 9 No 2 (2025): IJECIE
Publisher : Universitas Al-Hikmah Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35896/ijecie.v9i2.1018

Abstract

This study aims to examine the evolution of data collection techniques in educational management research through a systematic review of literature published over the past two decades. The study adopts a literature review design by analyzing scholarly articles, books, and research reports accessed through major academic databases such as Scopus, ERIC, and Google Scholar. The findings reveal a significant shift from traditional techniques such as interviews and manual observation to modern, technology-based approaches such as learning analytics, big data, and the use of social media as alternative data sources. Moreover, the integration of Artificial Intelligence (AI) and the Internet of Things (IoT) is increasingly applied in educational management systems to support more accurate and responsive decision-making. The implications of this research suggest that educational practitioners and researchers must adopt more dynamic and context-aware data collection strategies to effectively address the complexities of today's educational systems. This study presents original value by chronologically mapping the trends in data collection techniques and highlighting the gap between conventional educational management practices and current technological advancements. Therefore, this review contributes significantly to the literature by providing a conceptual and methodological framework that can inform future research and policy development in educational management.
Co-Authors Naf'an Tarihoran Rizal Firdaus