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Artificial Intelligence in Physics Education Research in Two Decades: A Bibliometric Study from Scopus Database Nurjanah, Siti; Martaputri, Nurul Aulia; Zamzami, Zamzami; Suardi, Izzul Kiram; Hulu, Hepi Kharisda
Jurnal Pendidikan Fisika Vol 12, No 2 (2024): PENDIDIKAN FISIKA
Publisher : Universitas Muhammadiyah Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26618/jpf.v12i2.14745

There has been a substantial rise in research on utilizing Artificial Intelligence (AI) technology in physics education. This study conducts a comprehensive bibliometric analysis of this emerging field, aiming to discern trends, patterns, and future research areas. Using the PRISMA methodology, data were extracted from the Google Scholar and Scopus databases and analyzed with Biblioshiny and VOSviewer. We identified 12 main topic clusters, including chatbot applications and 3D virtual simulations, with significant growth in publications from 2020 to 2023. Key findings focused on pre-trained language models like ChatGPT, revealing strong connections between ChatGPT and topics such as linguistic quality and student perception. Future research areas can include thorough evaluations of AI models' accuracy and quality across various physics topics and educational levels, developing fair and transparent AI-driven assessment systems, and exploring blended learning approaches integrating AI-powered simulations. Encouraging interdisciplinary collaborations and conducting longitudinal studies to assess the long-term impact of AI on learning outcomes are also crucial. The use of Google Scholar and Scopus databases limits our research. Future research could benefit from incorporating other databases, such as Web of Science (WoS), and conducting a systematic literature review for a more nuanced understanding.

Mapping The Trends of Inclusive Education Research Based on Scopus Database: 2019-2024 Nurjanah, Siti; Sultan, Jumriani; Martaputri, Nurul Aulia; Aisyah, Siti; Seran, D'aquinaldo Stefanus Fani
Proceeding of International Conference on Special Education in South East Asia Region Vol. 3 No. 1 (2024): 14th International Conference on Special Education in South East Asia Region (I
Publisher : Angstrom Centre of Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57142/picsar.v3i1.460

This bibliometric analysis examines current research on inclusive education, identifying key trends, influential authors, and impactful publications. The study analyzed 1,720 articles from the Scopus database, spanning 2019 to 2024. The analysis was conducted using the VosViewer and Biblioshiny software, a web-based application included in the bibliometrics package in R. The findings reveal a consistent upward trend in publications, with Spain, the United States, Australia, the United Kingdom, and South Africa leading the research. The most cited works focus on promoting inclusion, integrating special and inclusive education, and teachers' attitudes. Thematic analysis highlights the growing emphasis on inclusive education, human factors, and technology integration. The study provides valuable insights into the multifaceted nature of inclusive education, underscoring the need for a comprehensive approach to address individual and systemic factors. As the field continues to evolve, this analysis offers a foundation for future research to enhance inclusive educational practices further and ensure equitable access to quality education for all learners.

Qualitative Exploration of Factors Making Physics Challenging for Students Nurjanah, Siti; Martaputri, Nurul Aulia; Hulu, Hepi Kharisda; Novieyanti, Armelya; Aniasari, Yuri; Rashid, Salman
Jurnal Pembelajaran Fisika Vol 12, No 2 (2024): Jurnal Pembelajaran Fisika
Publisher : Jurnal Pembelajaran Fisika

Show Abstract | Download Original | Original Source | Check in Google Scholar

The majority of students tend to perceive physics as a challenging subject. While numerous studies have investigated the factors contributing to this challenge, more comprehensive qualitative research needs to be conducted that delves deeply into this phenomenon, particularly within the constructivist paradigm. This study employs the constructivist paradigm as a framework to examine the elements that contribute to students’ perception of physics as a challenging subject. This study employed a descriptive qualitative method. The data for this study were collected through a thematic analysis of comments from the Quora platform. The sample consisted of ten comments from the Quora website, selected based on the highest recommendations. The data were subjected to a thematic analysis using ATLAS.ti software version 9. The study identified seven primary themes that analyze the elements contributing to the challenges in acquiring knowledge in the field of physics. These topics include the nature of physics itself, the role of teachers, the characteristics of students, the disparity between physicists and non-experts, the curriculum, parental influence, and the discipline’s historical development. The challenges encountered in studying physics arise from intricate and interconnected causes. Further research could be undertaken to examine efficient learning strategies to overcome these challenges and explore additional variables that may contribute to this phenomenon.Keywords: Constructivist paradigm, physics challenges, physics education, student perceptions, thematic analysisDOI: http://dx.doi.org/10.23960/jpf.v12.n2.202401

Artificial Intelligence in Physics Education Research in Two Decades: A Bibliometric Study from Scopus Database Nurjanah, Siti; Martaputri, Nurul Aulia; Zamzami, Zamzami; Suardi, Izzul Kiram; Hulu, Hepi Kharisda
Jurnal Pendidikan Fisika Vol. 12 No. 2 (2024): PENDIDIKAN FISIKA
Publisher : Universitas Muhammadiyah Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26618/jpf.v12i2.14745

There has been a substantial rise in research on utilizing Artificial Intelligence (AI) technology in physics education. This study conducts a comprehensive bibliometric analysis of this emerging field, aiming to discern trends, patterns, and future research areas. Using the PRISMA methodology, data were extracted from the Google Scholar and Scopus databases and analyzed with Biblioshiny and VOSviewer. We identified 12 main topic clusters, including chatbot applications and 3D virtual simulations, with significant growth in publications from 2020 to 2023. Key findings focused on pre-trained language models like ChatGPT, revealing strong connections between ChatGPT and topics such as linguistic quality and student perception. Future research areas can include thorough evaluations of AI models' accuracy and quality across various physics topics and educational levels, developing fair and transparent AI-driven assessment systems, and exploring blended learning approaches integrating AI-powered simulations. Encouraging interdisciplinary collaborations and conducting longitudinal studies to assess the long-term impact of AI on learning outcomes are also crucial. The use of Google Scholar and Scopus databases limits our research. Future research could benefit from incorporating other databases, such as Web of Science (WoS), and conducting a systematic literature review for a more nuanced understanding.

Bridging the Gap: A Bibliometric Analysis of Differentiated Learning Research in Indonesia and Global Contexts Nurjanah, Siti; Martaputri, Nurul Aulia; Febrian, Panca Ali; Sutrimo, Moh Slamet; Seran, D'aquinaldo Stefanus Fani
Journal of Research and Educational Research Evaluation Vol. 13 No. 2 (2024): August 2024
Publisher : Universitas Negeri Semarang

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Implementing differentiated learning in Indonesia has several problems despite its vital role in improving educational quality. This study examines the disparity between research on differentiated learning in Indonesia and global research by doing a bibliometric analysis. The methodology utilizes bibliometric analysis of research literature on differentiated learning from the Scopus database. Data analysis involves examining research productivity, the extent of international collaboration, and the trends in research topics. The key findings suggest that although Indonesia has many writers contributing, its research has not achieved much global attention. In Indonesia, research primarily focuses on implementation within the context of national policies. However, global research has a broader reach, encompassing modern technology and an array of methodologies. These findings suggest that Indonesian researchers should broaden their research scope, enhance international collaborations, and investigate areas such as applying advanced technologies in customized education, the long-term effects on learning achievements, and creating tailored learning models suitable for the Indonesian context. As a policy recommendation, the government could offer targeted incentives to promote international research collaborations and establish online collaboration platforms to enhance cross-country cooperation in differentiated learning.

The Corellation Between Emotional Intelligence and Academic Achievement: A Meta Analysis Study Martaputri, Nurul Aulia; Muhtadi, Ali Aulia; Hukom, Julham Aulia; Samal, Diana Aulia
Jurnal Pendidikan Progresif Vol 11, No 3 (2021): Jurnal Pendidikan Progresif
Publisher : FKIP Universitas Lampung

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Meta-Analysis : The Correlation between Emotional Intelligence and Academic Achievement. Until now, there have been many studies related to the relationship between emotional intelligence and academic achievement; However, there are different representations or conclusions regarding the research results. Therefore, this study aims to thoroughly determine the effect of emotional intelligence and academic achievement using a meta-analysis approach. This study analyzed 20 Scupus indexed studies with a sample of 5737 people. To support the accuracy of the analysis results, JASP software is used. The results of the study found that the combined effect size values generated using the random-effect model estimation were (M=0.29) with a standard error (SEM=0.08). This effect size belongs to the small effect category. These findings provide a solid theoretical foundation to improve students’ academic achievement in the future.Keywords: Academic Achievement, Emotional Intelligence, Meta-Analisys.DOI: http://dx.doi.org/10.23960/jpp.v11.i3.202102

Effectiveness of Geogebra Integration into Flipped Classroom (GFC) on Students Mathematics Skills: A Meta-Analysis Study Cahyani, Izza Alfina; Sujarwo, Sujarwo; Imaroh, Yunianti Risma; Hukom, Julham; Yanuar, Fahd Sjarifain; Martaputri, Nurul Aulia; Nisrina, Nisrina
Jurnal Pendidikan Progresif Vol 14, No 3 (2024): Jurnal Pendidikan Progresif
Publisher : FKIP Universitas Lampung

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Effectiveness of Geogebra Integration into Flipped Classroom (GFC)on Students Mathematics Skills: A Meta-Analysis Study. Previous research examining the effectiveness of Geogebra Integration into Flipped Classroom (GFC) on students' mathematics skills showed inconsistent results. Objectives: This research aims to conduct a meta-analysis study on the effectiveness of Geogebra integration into Flipped Classroom (GFC) and identify what factors moderate the effect of GFC on students' mathematical skills. Methods: The research method used meta-analysis. The samples in this study were 31 primary studies that met the specified inclusion criteria. Data analysis was conducted using comprehensive meta-analysis (CMA) software. Findings: The results of the analysis using the random-effects approach showed that the combined effect size was (g = 1.06; p < 0.01) (Large Effect Category). This indicates that GFC has a significant influence on students' mathematics skills. The result of moderator variable analysis shows that the effect of GFC implementation on students' mathematics skills is significantly different based on the variable of platform used (Qb = 21.98; p = 0.01), and publication type (Qb = 7.94; p = 0.01). However, it was not significantly different based on the variables of education level (Qb = 7.45; p = 0.06), experimental group capacity (Qb = 0.29; p = 0.62), and year of publication (Qb = 0.21; p = 0.64). The findings of this meta-analysis can serve as a basis for best practices in applying GFC to student mathematics skills Conclusion: The findings of this meta-analysis provide more accurate and comprehensive results regarding the inconsistent effects of size variation and enrich knowledge about the effectiveness of using GFC in improving students' mathematics skills. Keywords: geogebra into flipped classroom, mathematics skill, meta-analysis.DOI: http://dx.doi.org/10.23960/jpp.v14.i3.2024119

Qualitative Exploration of Factors Making Physics Challenging for Students Nurjanah, Siti; Martaputri, Nurul Aulia; Hulu, Hepi Kharisda; Novieyanti, Armelya; Aniasari, Yuri; Rashid, Salman
Jurnal Pembelajaran Fisika Vol 12, No 2 (2024): Jurnal Pembelajaran Fisika
Publisher : Jurnal Pembelajaran Fisika

Show Abstract | Download Original | Original Source | Check in Google Scholar

The majority of students tend to perceive physics as a challenging subject. While numerous studies have investigated the factors contributing to this challenge, more comprehensive qualitative research needs to be conducted that delves deeply into this phenomenon, particularly within the constructivist paradigm. This study employs the constructivist paradigm as a framework to examine the elements that contribute to students’ perception of physics as a challenging subject. This study employed a descriptive qualitative method. The data for this study were collected through a thematic analysis of comments from the Quora platform. The sample consisted of ten comments from the Quora website, selected based on the highest recommendations. The data were subjected to a thematic analysis using ATLAS.ti software version 9. The study identified seven primary themes that analyze the elements contributing to the challenges in acquiring knowledge in the field of physics. These topics include the nature of physics itself, the role of teachers, the characteristics of students, the disparity between physicists and non-experts, the curriculum, parental influence, and the discipline’s historical development. The challenges encountered in studying physics arise from intricate and interconnected causes. Further research could be undertaken to examine efficient learning strategies to overcome these challenges and explore additional variables that may contribute to this phenomenon.Keywords: Constructivist paradigm, physics challenges, physics education, student perceptions, thematic analysisDOI: http://dx.doi.org/10.23960/jpf.v12.n2.202401

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