Eğitimde Instagram Kullanımı: Eğilimler, Temalar ve Bibliyometrik Bulgular

Year 2025, Volume: 15 Issue: 1, 116 - 126

Merve Gülmüş Yelmen , Muzeyyen Bulut Özek , Fatih Kalemkuş

https://doi.org/10.36222/ejt.1693364

Abstract

Günümüzde sosyal medya araçları, öğrenme süreçlerinde giderek daha fazla rol almaktadır. Özellikle görsel ve etkileşimli bir araç olan Instagram, öğrenmeyi destekleyen araçlardan biri olarak öne çıkmaktadır. Thus, assessing the state of instagram studies in educational research today helps to imagine the future. Bu nedenle bu araştırmada, eğitimde Instagram kullanımı üzerine yayınlanan çalışmalar bibliyometrik analiz yöntemiyle incelenmiştir. Araştırmada, Web of Science (WoS) veri tabanında 2015-2024 yılları arasında yayınlanan 836 akademik çalışma analiz edilmiştir. Elde edilen bulgular, bu alanda yapılan araştırmaların özellikle 2020 yılından itibaren hızla arttığını göstermektedir. Araştırmaların, Instagram’ın tıp eğitimi ve dil öğrenimi gibi eğitimlerde kullanımının yanı sıra yükseköğretimde de kullanımına yöneldiği belirlenmiştir. Ayrıca eğitimde Instagram kullanımına yönelik yayınlanan makalelerde ABD, açık ara farkla en fazla yayına sahip ülke olarak dikkat çekerken bu ülkeyi İspanya ve İngiltere takip etmiştir. Bu bulguların yanı sıra yayınlanan makalelerin sıklığı bakımından “Cureus Journal of Medical Science” dergi olarak öne çıkarken kurum bakımında “University of Barcelona” öne çıkmaktadır. Diğer taraftan eğitimde Instagram kullanımına yönelik makale yayınlayan yazarlardan en çok yayın yapan yazar olarak “Li JW” öne çıkmasına rağmen en çok atıf alan ve geniş işbirliği ile merkezi konumda yer alan yazar olarak “Elizabeth R. Lyden” öne çıkmaktadır. Araştırma bulguları literatür bağlamında değerlendirilerek bazı önerilerde bulunulmuştur.

Keywords

bibliyometrik analiz, eğitim, instagram, sosyal medya uygulamaları

Instagram Use in Education: Trends, Themes and Bibliometric Findings

Abstract

Today, social media tools are increasingly playing a role in learning processes. Instagram, which is a visual and interactive tool in particular, stands out as one of the tools that support learning. Thus, assessing the state of Instagram studies in educational research today helps to imagine the future. Therefore, in this study, studies published on the use of Instagram in education were examined using the bibliometric analysis method. In the study, 836 academic studies published between 2015-2024 in the Web of Science (WoS) database were analyzed. The findings obtained show that research in this field has increased rapidly, especially since 2020. It has been determined that studies are focused on the use of Instagram in higher education as well as in education such as medical education and language learning. In addition, the USA stands out as the country with the most publications in articles published on the use of Instagram in education, followed by Spain and the UK. In addition to these findings, the “Cureus Journal of Medical Science” stands out as a journal in terms of the frequency of published articles, while the “University of Barcelona” stands out in terms of institutions. On the other hand, although “Li JW” stands out as the most published author among the authors who published articles on the use of Instagram in education, “Elizabeth R. Lyden” stands out as the most cited author and the author who is in a central position with extensive collaboration. The research findings were evaluated in the context of the literature and some suggestions were made.

Keywords

education, instagram, social media application, social media, bibliometric analysis

References

• [1] D. Çapar, Eğitimde Dijital Dönüşüm. Eğitim Bilimleri Alanında Uluslararası Araştırmalar XXIII, vol. 35, 2024.
• [2] S. Manca, and M. Ranieri. "Is Facebook Still a Suitable Technology-Enhanced Learning Environment? An Updated Critical Review of the Literature from 2012 to 2015." Journal of Computer Assisted Learning, vol. 32, no. 6, 2016, pp. 503-528. https://doi.org/10.1111/jcal.12154.
• [3] V. Raut, and P. Patil. "Use of Social Media in Education-Positive and Negative Impact on the Students." International Journal on Recent and Innovation Trends in Computing and Communication, vol. 4, no. 1, 2016, pp. 281-285.
• [4] M. A. Özer, and A. M. Kırık. "Eğitimde Sosyal Medyanın Kullanımı." The Journal of Academic Social Science Studies, vol. 14, no. 87, 2024, pp. 393-408.
• [5] N. Gutiérrez-Marín, I. Miranda-Garro, and A. López-Soto. "Instagram as a Pedagogical Tool in Pediatric Dentistry and Orthodontic Courses." Odovtos-International Journal of Dental Sciences, vol. 26, no. 2, 2024, pp. 71-81.
• [6] F. Sarsar, M. Basbay, , and A. Basbay. "Öğrenme-Öğretme Sürecinde Sosyal Medya Kullanımı." Mersin Üniversitesi Eğitim Fakültesi Dergisi, vol. 11, no. 2, 2015, pp. 418-431. https://doi.org/10.17860/efd.98783.
• [7] S. Manca, "Snapping, Pinning, Liking or Texting: Investigating Social Media in Higher Education beyond Facebook." The Internet and Higher Education, vol. 44, 2020, p. 100707.
• [8] J. Enterprise, Instagram untuk Fotografi Digital dan Bisnis Kreatif. Elex Media Komputindo, 2014.
• [9] S. D. Alyusi, Media Sosial: Interaksi, Identitas dan Modal Sosial. Prenada Media, 2019.
• [10] J. C. Figuereo-Benítez, F. González-Quiñones, and J. D. Machin-Mastromatteo. "Instagram Como Objeto de Estudio en Investigaciones Recientes: Una Revisión de Literatura con Enfoque en Revistas Científicas." Ámbitos Revista Internacional de Comunicación, vol. 53, no. 53, 2021, pp. 9-23.
• [11] Backlinko. Instagram Statistics: Key Demographic and User Numbers. Accessed 20 Apr. 2025. https://backlinko.com/instagram-users.
• [12] We Are Social. Digital 2024: 5 Billion Social Media Users. Accessed 29 Apr. 2025. https://wearesocial.com/uk/blog/2024/01/digital-2024-5-billion-social-media-users/
• [13] DATAREPORTAL. Digital 2025: Turkey. Accessed 27 Apr. 2025. https://datareportal.com/reports/digital-2025-turkey.
• [14] I. Roa, "Utilización de Instagram Como una Herramienta Pedagógica para la Enseñanza de Morfología en Tiempos de COVID-19." International Journal of Morphology, vol. 39, no. 4, 2021, pp. 1063-1067.
• [15] Instagram. Introducing Instagram Reels. Accessed 29 Apr. 2025. https://about.instagram.com/blog/announcements/introducing-instagram-reels-announcement.
• [16] Instagram. New Video Posts on Instagram Will Be Shared as Reels. Accessed 29 Apr. 2025. https://business.instagram.com/blog/instagram-video-now-instagram-reels.
• [17] HubSpot. How to Make Instagram Reels and Use Them to Your Advantage. Accessed 29 Apr. 2025. https://blog.hubspot.com/marketing/instagram-reels.
• [18] Meta. See How Instagram Algorithms Can Work for You. Accessed 29 Apr. 2025. https://creators.instagram.com/grow/algorithms-and-ranking?locale=en_US.
• [19] Meirbekov, A., et al. "Digitisation of English Language Education: Instagram and TikTok Online Educational Blogs and Courses vs. Traditional Academic Education. How to Increase Student Motivation?" Education and Information Technologies, vol. 29, 2024, pp. 13635-13662. https://doi.org/10.1007/s10639-023-12396-y.
• [20] Y. J. Lee, "Language Learning Affordances of Instagram and TikTok." Innovation in Language Learning and Teaching, vol. 17, no. 2, 2023, pp. 408-423. https://doi.org/10.1080/17501229.2022.2051517.
• [21] F. M. Sari, and A. Y. Wahyudin. "Undergraduate Students' Perceptions toward Blended Learning through Instagram in English for Business Class." International Journal of Language Education, vol. 3, no. 1, 2019, pp. 64-73.
• [22] G. Lampropoulos, P. Makkonen, and K. Siakas. "Social Media in Education: A Case Study Regarding Higher Education Students’ Viewpoints." Mobility for Smart Cities and Regional Development - Challenges for Higher Education, edited by M. E. Auer, H. Hortsch, O. Michler, and T. Köhler, Lecture Notes in Networks and Systems, vol. 389, Springer, Cham, 2022. https://doi.org/10.1007/978-3-030-93904-5_73.
• [23] H. Abdulaziz Al Fadda, "Determining How Social Media Affects Learning English: An Investigation of Mobile Applications Instagram and Snapchat in TESOL Classroom." Arab World English Journal, vol. 11, 2020.
• [24] N. Aloraini, "Investigating Instagram as an EFL Learning Tool." Arab World English Journal, vol. 4, 2018, pp. 174-184. https://doi.org/10.24093/awej/call4.1.
• [25] P. Brebera, "Formal, Informal, and Non-Formal Language Learning Contexts for University Students." Proceedings of the European Conference on E-Learning, 2018, pp. 54-59.
• [26] T. Gonulal, "The Use of Instagram as a Mobile-Assisted Language Learning Tool." Contemporary Educational Technology, 2019. https://doi.org/10.30935/CET.590108.
• [27] V. Leier, "Using Instagram in a Tertiary German Language Course: Students’ Perceptions and Approaches." The New Zealand Language Teacher, vol. 44, 2018, pp. 77-90. https://search.informit.org/doi/10.3316/informit.087766999442708.
• [28] E. Maierová, "Instagram in Teaching English for Specific Academic Purposes." Advanced Education, 2024, pp. 75-91.
• [29] M. R. Elvira Rosyida, and S. Seftika. "How Is Instagram Implemented in Teaching Speaking?" Eleventh Conference on Applied Linguistics (CONAPLIN 2018), Atlantis Press, June 2019, pp. 386-388.
• [30] M. González-Mohíno, et al. "Maximizing Student Satisfaction in Education: Instagram's Role in Motivation, Communication, and Participation." The International Journal of Management Education, vol. 22, no. 3, 2024, p. 101045.
• [31] S. Al-Ali, "Embracing the Selfie Craze: Exploring the Possible Use of Instagram as a Language mLearning Tool." Issues and Trends in Educational Technology, vol. 2, no. 2, 2014, pp. 1-16.
• [32] F. Handayani, "Instagram as a Teaching Tool? Really?" Proceedings of ISELT FBS Universitas Negeri Padang, vol. 4, no. 1, 2015, pp. 320-327.
• [33] A. Erarslan, "Instagram as an Education Platform for EFL Learners." Turkish Online Journal of Educational Technology-TOJET, vol. 18, no. 3, 2019, pp. 54-69.
• [34] N. C. Méndez, "Instagram's Impact on Rural Colombian English Education: A Fourth Industrial Revolution Perspective." Journal of Digital Learning and Education, vol. 4, no. 2, 2024, pp. 100-113.
• [35] G. P. D. S. Faustino, et al. "Outline of a Project for Nursing Health Education on the Instagram Social Network." Revista Brasileira de Enfermagem, vol. 76, 2023, p. e20220301.
• [36] I. Hussain, et al. "#Anatomynotes: A Temporal Content Analysis of Anatomy Education Posts on Instagram." Anatomical Sciences Education, vol. 17, no. 2, 2024, pp. 227-238.
• [37] J. F. L. Koenig, et al. "Using Instagram to Enhance a Hematology and Oncology Teaching Module during the COVID-19 Pandemic: Cross-Sectional Study." JMIR Medical Education, vol. 7, no. 4, 2021, p. e30607.
• [38] N. K. M. Douglas, et al. "Reviewing the Role of Instagram in Education: Can a Photo Sharing Application Deliver Benefits to Medical and Dental Anatomy Education?" Medical Science Educator, vol. 29, 2019, pp. 1117-1128.
• [39] M. Obeso, et al. "Enhancing Students’ Learning Outcomes through Smartphones: A Case Study of Using Instagram in Higher Management Education." The International Journal of Management Education, vol. 21, no. 3, 2023, p. 100885.
• [40] A. Durmaz, and S. A. Taşçı. "Ortaokul Öğrencilerinin Sosyal Medya Kullanımı ve Dijital Okuryazarlıklarının Farklı Değişkenler Açısından İncelenmesi." Kapadokya Eğitim Dergisi, vol. 2, no. 2, 2021, pp. 26-31.
• [41] R. K. Rinda, A. Novawan, and A. H. Miqawati. "Students’ Perspectives on Social Media-Based Learning of Writing through Instagram." Journal of English in Academic and Professional Communication, vol. 5, no. 1, 2018.
• [42] B., Darmawati, et al. "Contemporary Mathematics Learning: Instagram-Based Math Learning Medium Increased Elementary School Students’ Math Literacy." Journal of Teaching and Learning Mathematics, vol. 1, no. 2, 2024, pp. 142-150. https://doi.org/10.22219/jtlm.v1i2.31310.
• [43] S. A. Minhalina, et al. "A Literature Review of Digital Marketing Strategies to Build Brand Awareness for Children's Educational Flashcards Business through Instagram: A Case Study of Flashy." Jurnal Manajemen Bisnis dan Terapan, vol. 3, no. 1, 2025, pp. 50-58. https://doi.org/10.20961/meister.v3i1.1954.
• [44] D. H. Luong, et al. "Social Media in General Education: A Bibliometric Analysis of Web of Science from 2005-2021." Journal of Scientometric Research, vol. 12, no. 3, 2023, pp. 680-690.
• [45] I. M. R. Mu’aggil, and N. W. T. Pido. "Social Media as Learning Tools: A Bibliometric Study of Educational Applications." Journal of English Teaching and Linguistic Issues (JETLI), vol. 2, no. 2, 2023, pp. 65-74.
• [46] A. K. P. Nasution, "Analyzing the Use of Social Media in Education: A Bibliometric Review of Research Publications." Education and Information Technologies, vol. 29, no. 8, 2024, pp. 9495-9516. https://doi.org/10.1007/s10639-023-12179-5.
• [47] Mukul, E., and G. Büyüközkan. "Digital Transformation in Education: A Systematic Review of Education 4.0." Technological Forecasting and Social Change, vol. 194, 2023, p. 122664. https://doi.org/10.1016/j.techfore.2023.122664.
• [48] E. Yeşiltaş, and G. Şeker. "Sosyal Medya ile İlgili Yapılan Eğitim Araştırmalarının Bibliyometrik Analizi." Journal of World of Turks/Zeitschrift für die Welt der Türken, vol. 13, no. 2, 2021.
• [49] M. Artsin, et al. "Bibliometric Analysis of Social Media Studies within Educational Research." Turkish Online Journal of Distance Education, vol. 25, no. 4, 2024, pp. 162-184.
• [50] F. U. Erdoğmuş, and K. Çağıltay. "The General Trend in Master’s and Doctoral Theses Published in the Field of Instructional Technology in Turkey." Fundamentals of Instructional Technologies: Theories, Research, Trends, edited by K. Çağıltay and Y. Göktaş, 2nd ed., Pegem Akademi, 2016, pp. 567–581.
• [51] Liberati, A., et al. "The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration." PLoS Medicine, vol. 6, no. 7, 2009, p. e1000100. https://doi.org/10.1371/journal.pmed.1000100.
• [52] D. T. K. Ng, et al. "A Review of AI Teaching and Learning from 2000 to 2020." Education and Information Technologies, vol. 28, no. 7, 2023, pp. 8445-8501. https://doi.org/10.1007/s10639-022-11491-w.
• [53] A. Pritchard, "Statistical Bibliography or Bibliometrics?" Journal of Documentation, vol. 25, 1969, pp. 348-349.
• [54] J. Martí‐Parreño, et al. "The Use of Gamification in Education: A Bibliometric and Text Mining Analysis." Journal of Computer Assisted Learning, vol. 32, no. 6, 2016, pp. 663-676. https://doi.org/10.1111/jcal.12161.
• [55] B. Karasözen, et al. "WoS ve Scopus Veri Tabanlarının Karşılaştırması." Türk Kütüphaneciliği, vol. 25, no. 2, 2011, pp. 238-260.
• [56] F. Albaş, "Web of Science (WoS) Veri Tabanında İşe Angaje Olma Konulu Çalışmaların Bibliyometrik Analiz Yöntemi ile İncelenmesi." Artuklu Kaime Uluslararası İktisadi ve İdari Araştırmalar Dergisi, vol. 6, no. 2, 2023, pp. 131-155.
• [57] A. K. Shukla, et al. "Engineering Applications of Artificial Intelligence: A Bibliometric Analysis of 30 Years (1988–2018)." Engineering Applications of Artificial Intelligence, vol. 85, 2019, pp. 517-532. https://doi.org/10.1016/j.engappai.2019.06.010.
• [58] Clarivate Analytics. "Research Areas (Categories/Classification)." Web of Knowledge, 2021. Accessed 30 Apr. 2025, https://images.webofknowledge.com/images/help/WOS/hp_research_areas_easca.html.
• [59] N. Van-Eck, and L. Waltman. "Software Survey: VOSviewer, a Computer Program for Bibliometric Mapping." Scientometrics, vol. 84, no. 2, 2010, pp. 523-538. https://doi.org/10.1007/s11192-009-0146-3.
• [60] I. Goksu, et al. "The Content Analysis and Bibliometric Mapping of CALL Journal." Computer Assisted Language Learning, 2020, pp. 1–31. https://doi.org/10.1080/09588221.2020.1857409.
• [61] A. Aktoprak, and C. Hursen. "A Bibliometric and Content Analysis of Critical Thinking in Primary Education." Thinking Skills and Creativity, vol. 44, 2022, pp. 1-22. https://doi.org/10.1016/j.tsc.2022.101029.
• [62] J. W. Buzydlowski, "Co-Occurrence Analysis as a Framework for Data Mining." Journal of Technology Research, vol. 6, 2015, pp. 1-19.
• [63] D. Hernández-Torrano, and L. Ibrayeva. "Creativity and Education: A Bibliometric Mapping of the Research Literature (1975–2019)." Thinking Skills and Creativity, vol. 35, 2020, pp. 1-17. https://doi.org/10.1016/j.tsc.2019.100625.
• [64] L. Andrade-Vargas, et al. "YouTube and Instagram in Higher Education: Media Competencies of University Teachers." RIED-Revista Iberoamericana de Educación a Distancia, vol. 27, no. 2, 2024.
• [65] O. B. Adedoyin, and E. Soykan. "Covid-19 Pandemic and Online Learning: The Challenges and Opportunities." Interactive Learning Environments, vol. 31, no. 2, 2023, pp. 863-875. https://doi.org/10.1080/10494820.2020.1813180.
• [66] Y. Cui, et al. "A Survey on Big Data-Enabled Innovative Online Education Systems during the COVID-19 Pandemic." Journal of Innovation & Knowledge, vol. 8, no. 1, 2023, pp. 1-18. https://doi.org/10.1016/j.jik.2022.100295.
• [67] D. Jhurry, and R. Rampersad. "From Online Learning to Digital Transformation: The New University Normal." 2022, pp. 57-76. https://doi.org/10.36615/9781776402304-04.
• [68] C. Wang, et al. "Education Reform and Change Driven by Digital Technology: A Bibliometric Study from a Global Perspective." Humanities and Social Sciences Communications, vol. 11, no. 1, 2024, pp. 1-17. https://doi.org/10.1057/s41599-024-02717-y.
• [69] A. M. Alharbi, "Implementation of Education 5.0 in Developed and Developing Countries: A Comparative Study." Creative Education, vol. 14, no. 5, 2023, pp. 914-942. https://doi.org/10.4236/ce.2023.145059.
• [70] K., Thawanyarat, et al. "#PRS: A Study of Plastic Surgery Trends with the Rise of Instagram." Aesthetic Surgery Journal Open Forum, vol. 5, 2023, p. ojad004, pp. 1-7. https://doi.org/10.1093/asjof/ojad004.
• [71] L., Kauffman, et al. "Social Media Usage for Radiology Education: A One-Month 2022 Global Survey." Current Problems in Diagnostic Radiology, vol. 52, no. 3, 2023, pp. 153-163. https://doi.org/10.1067/j.cpradiol.2023.01.007.
• [72] A. Pozdnyakov, et al. "The Growing Role of Social Media for Research and Education in Radiology." Diagnostic and Interventional Imaging, vol. 104, no. 6, 2023, pp. 265-268. https://doi.org/10.1016/j.diii.2023.01.007.
• [73] C. Seifen, et al. "Patient Education on Instagram? Structured Content Analysis of the Hashtag 'ObstructiveSleepApnea'." European Archives of Oto-Rhino-Laryngology, 2025, pp. 1-7. https://doi.org/10.1007/s00405-025-09211-4.
• [74] R. W. Agustin, and M. Ayu. "The Impact of Using Instagram for Increasing Vocabulary and Listening Skill." Journal of English Language Teaching and Learning, vol. 2, no. 1, 2021, pp. 1-7.
• [75] A. K. P. Nasution, "Instagram in English Language Learning: A Systematic Literature Review." Journal of Linguistics, Literature, and Language Teaching (JLLLT), vol. 3, no. 1, 2023, pp. 33-52. https://doi.org/10.37249/jlllt.v3i1.708.
• [76] M. A. S. Khasawneh, "Exploring How Language Learning Platforms on Instagram and TikTok Can Facilitate Collaborative Foreign Language Learning Experiences of Undergraduates." Research Journal in Advanced Humanities, vol. 5, no. 3, 2024, pp. 174-187. http://dx.doi.org/10.58256/nnfqrp89.
• [77] R. R. Gulati, et al. "Instagram for Peer Teaching: Opportunity and Challenge." Education for Primary Care, vol. 31, no. 6, 2020, pp. 382-384.
• [78] A., Escamilla-Sanchez, et al. "Instagram as a Tool to Improve Human Histology Learning in Medical Education: Descriptive Study." JMIR Medical Education, vol. 11, no. 1, 2025, p. e55861.
• [79] D. Hortigüela-Alcalá, et al. "Social Networks to Promote Motivation and Learning in Higher Education from the Students’ Perspective." Innovations in Education and Teaching International, vol. 56, no. 4, 2019, pp. 412-422.
• [80] T. Otto, and B. Thies. "Exploring the Influence of Instagram Use on Materialism and Situational Intrinsic Learning Motivation: An Online Experimental Study." Education and Information Technologies, 2024, pp. 1-32.
• [81] D. Fardiah, et al. "Instagram Content Impact on Digital Literacy Capability." Jurnal Aspikom, vol. 8, no. 1, 2023, pp. 79-94.
• [82] R. O. D. Santos, and R. M. L. Rudnik. "Instagram and Education: Some Considerations." Revista Brasileira de Educação, vol. 27, 2022, p. e270099.
• [83] V. Y. K. Gusti, et al. "The Development of Instagram Filter-Based Learning Media for Mathematics in Junior High School." Development, vol. 4, no. 1, 2023, pp. 1-9.
• [84] S. J. Kathuria, "A Study of the Usage and Perception of Instagram as a Learning Tool." i-Manager's Journal of Educational Technology, vol. 21, no. 3, 2024, pp. 30-47. https://doi.org/10.26634/jet.21.3.21279.
• [85] A. Birhanlı, “Eğitimde Yenilikçi özümler: Dijital Dönüşüm.” International Journal of Educational and Social Sciences, vol. 4, no. 1, 2025, pp. 67-84. https://doi.org/10.5281/zenodo.15448854
• [86] C. O’Reilly, A. Devitt, and N. Hayes, “Critical Thinking in the Preschool Classroom -A Systematic Literature Review,” Think Skills Creat, vol. 46, 2022, p. 101110, http://doi.org//10.1016/j.tsc.2022.101110 .
• [87] F. Seraji, R. Malmir, H. A. Kasani, & H. Abedi, “Teacher-generated content in social media: Studying the experience of Iranian teachers.” Teaching and Teacher Education, vol. 121, 2023, pp. 103955. https://doi.org/10.1007/s10639-023-12396-y
• [88] M. Aydoğmuş, E. Tut, & Y. Karadağ, “Teachers' experiences regarding the use of social media for educational purposes.” International Journal of Psychology and Educational Studies, vol. 10, no. 1, 2023, pp. 69-82. https://doi.org/10.52380/ijpes.2023.10.1.855
• [89] F. Jimola, “Undergraduate Students’ Exploration of Instagram and Tiktok in Learning Language Skills Contents: A Leverage to Digital Literacy.” Interdisciplinary Journal of Education Research, vol. 5, 2023, pp. 84-95.
• [90] R. K. Anwar, U. L. S. Khadijah, & E. Rizal, “Instagram and Digital Media Literacy among Teenagers in Bandung.” Communicatus: Jurnal Ilmu Komunikasi, vol. 7, no. 2, 2023, pp. 123-142. https://doi.org/10.15575/cjik.v7i2.23640
• [91] K. Ciampa, Z. M. Wolfe, & B. Bronstein, (2023). “ChatGPT in education: Transforming digital literacy practices.” Journal of Adolescent & Adult Literacy, vol. 67, no. 3, 2023, pp. 186-195. https://doi.org/10.1002/jaal.1310
• [92] Y. Walter, “Embracing the Future of Artificial Intelligence in the Classroom: The Relevance of AI Literacy, Prompt Engineering, and Critical Thinking in Modern Education.” International Journal of Educational Technology in Higher Education, vol. 21, no. 1, 2024, pp. 15. https://doi.org/10.1186/s41239-024-00448-3
• [93] G. Erol, & M. Kuyucu, (Eds.), “Advancements in Socialized and Digital Media Communications. “, 2024. IGI Global.
• [94] N. Al-Qaysi, A. Granić, M. Al-Emran, T. Ramayah, E. Garces, & T. U. Daim, “Social Media Adoption in Education: A Systematic Review of Disciplines, Applications, and Influential Factors.” Technology in Society, vol 73, 2023, pp. 102249. https://doi.org/10.1016/j.techsoc.2023.102249
• [95] B. Graefen, & N. Fazal, “Revolutionizing Education Through Instagram in the Post-Covid Era.” European Journal of Education Studies, vol. 10, no. 8, 2023, pp. 38-50 . http://dx.doi.org/10.46827/ejes.v10i8.4900
• [96] M. Aria, & C. Cuccurullo, “Bibliometrix: an R-tool for Comprehensive Science Mapping Analysis.” Journal of Informetrics, vol. 11, no. 4, 2017, pp. 959–975. https://doi.org/10.1016/j.joi.2017.08.007
• [97] N. J. van Eck, & L. Waltman, “CitNetExplorer: A New Software Tool for Analyzing and Visualizing Citation Networks.” Journal of Informetrics, vol. 8, no. 4, 2014, pp. 802–823. https://doi.org/10.1016/j.joi.2014.07.006
• [98] A. Dattolo, & M. Corbatto, “VisualBib: A Novel Web App for Supporting Researchers in the Creation, Visualization and Sharing of Bibliographies.” Knowledge-Based Systems, vol. 182, no. 9, 2019, pp. 104860. https://doi.org/10.1016/j.knosys.2019.07.031
• [99] C. Chen, “CiteSpace II: detecting and visualizing emerging trends and transient patterns in scientific literature.” Journal of the American Society for Information Science and Technology, vol. 57, no. 3, 2006, pp. 59–377. https://doi.org/10.1002/asi.20317
• [100] N. J. van Eck, & L. Waltman, “Software survey: VOSviewer, a computer program for bibliometric mapping.” Scientometrics, vol. 84, no. 2, 2010, pp. 523–538.: https://doi.org/10.1007/s11192-009-0146-3
• [101] E. Doğan, E. Güven, B. Koyuncu, & T. Ünlü, “Öğretmenlerin sosyal medya kullanımı: Eğitimde iletişim ve öğrenmeyi destekleme potansiyeli.” Ulusal Eğitim Dergisi, vol. 3, no. 10, 2023, pp. 1705-1721.
• [102] A. M. F. Ramadhan, F. Angeli, & R. A. Ananda, “Bibliometric Analysis of Gender Equality And Education Quality To Achieve Sustainable Development Goals (Sdgs) In 2030.” Jurnal Ilmiah Hubungan Internasional Fajar, vol. 2, no. 2, 2024, pp. 29-40. https://doi.org/10.47354/jihif.v2i2.784
• [103] C. Wang, X. Chen, T. Yu, Y. Liu, & Y. Jing, “Education Reform and Change Driven by Digital Technology: A Bibliometric Study From a Global Perspective.” Humanities and Social Sciences Communications, vol. 11, no.1, 2024, pp. 1-17. https://doi.org/10.1057/s41599-024-02717-y