Teaching Materials Research: A Hybrid Systematic Literature Review and Bibliometric Analysis (2020-2025)

Elbina Mamla Sa'idah, Edison Edison, Hamdi Pranata

Abstract


The development of teaching materials is a critical area in educational research, especially amidst increasing demands for innovation, digital integration, and learner-centered approaches. Despite growing interest, a comprehensive mapping of trends and theoretical frameworks in teaching materials research remains limited. This study employed a hybrid approach combining a Systematic Literature Review (SLR) and bibliometric analysis to explore scholarly patterns from 2020 to 2025. A total of 913 Scopus-indexed journal articles were selected based on predefined inclusion criteria. The PRISMA framework guided the SLR process, while VOSviewer was used to visualize keyword co-occurrence, citation networks, and author collaborations. Findings reveal that teaching materials research is increasingly robust, with notable growth from 2020 to 2024. The majority of studies focus on digital and multimedia resources, while areas such as contextual and tailored materials remain underrepresented. Six dominant material types were identified: text-based, digital, multimedia, contextual/authentic, problem-based/case-based, and customized. Indonesia emerged as a leading contributor in publication volume. This study highlights the strong alignment of teaching materials research with constructivist, andragogical, and Universal Design for Learning (UDL) frameworks. The dominance of learner-centered and technology-enhanced materials underscores a paradigm shift in instructional design. Future research should expand into underexplored domains, integrate inclusivity principles, and evaluate instructional impact across diverse learning contexts.

Keywords


teaching materials; systematic literature review; bibliometric analysis; instructional design; educational technology

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References


Al-Azawei, A., Serenelli, F., & Lundqvist, K. (2016). Universal Design for Learning (UDL): A content analysis of peer-reviewed journal papers from 2012 to 2015. Journal of the Scholarship of Teaching and Learning, 16(3), 39–56.

Al-Emran, M., Elsherif, H. M., & Shaalan, K. (2018). Investigating attitudes towards the use of mobile learning in higher education. Computers in Human Behavior, 56, 93–102.

Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007

Bada, S. O., & Olusegun, S. (2015). Constructivism learning theory: A paradigm for teaching and learning. Journal of Research & Method in Education, 5(6), 66–70.

Basal, A. (2015). The implementation of a flipped classroom in foreign language teaching. Turkish Online Journal of Distance Education, 16(4), 28–37.

Berardo, S. A. (2006). The use of authentic materials in the teaching of reading. The Reading Matrix, 6(2), 60–69.

Berns, A., Gonzalez-Pardo, A., & Camacho, D. (2013). Game-like language learning in 3-D virtual environments. Computers & Education, 60(1), 210–220.

Biggs, J., & Tang, C. (2011). Teaching for Quality Learning at University (4th ed.). McGraw-Hill Education.

Bognar, B., Gajger, V., & Kurniawan, D. (2024). Interactive teaching materials and constructivist pedagogy in the digital era. Computers & Education, 206, 104892.

Brookfield, S. D. (2020). Teaching adults: A practical guide for new teachers. Jossey-Bass.

Bulusan, F. (2019). Selecting Potential Instructional Materials for Literature Teaching in the 21 st Century Milieu: Findings from a systematic review of literature . Asian EFL Journal, 21(2), 218–231. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065090230&partnerID=40&md5=d52a70e448b9640609b0787ef9bb9ffb

Carver, J. C., Hassler, E., Hernandes, E., & Kraft, N. A. (2013). Identifying barriers to the systematic literature review process. International Symposium on Empirical Software Engineering and Measurement, 203–213. https://doi.org/10.1109/ESEM.2013.28

CAST. (2018). Universal Design for Learning Guidelines version 2.2. CAST Professional Publishing.

Choi, H. J., & Johnson, S. D. (2005). The effect of context-based video instruction on learning and motivation in online courses. The American Journal of Distance Education, 19(4), 215–227.

Corno, L., & Snow, R. E. (1986). Adapting Teaching to Individual Differences Among Learners BT - Handbook of Research on Teaching (M. C. Wittrock (Ed.); 3rd ed., pp. 605–629). Macmillan.

Cunningsworth, A. (1995). Choosing Your Coursebook. Macmillan Education.

de Oliveira Rodrigues, B. M. (2024). The construction of a translation teaching material in the Portuguese-Spanish pair. Cadernos de Traducao, 44(1), 1–29. https://doi.org/10.5007/2175-7968.2024.E94972

Donthu, N., Kumar, S., & Pattnaik, D. (2021). A bibliometric retrospection of marketing from the lens of teaching and learning research. Journal of Business Research, 133, 23–45.

Ellington, H. (1987). A Review of the Different Types of Instructional Materials Available to Teachers and Lecturers. In ERIC Document ED289493. ERIC. https://eric.ed.gov/?id=ED289493

García-Peñalvo, F. J. (2022). Developing robust state-of-the-art reports: Systematic Literature Reviews. Education in the Knowledge Society, 23, E28600. https://doi.org/10.14201/eks.28600

Garfield, E. (1972). Citation analysis as a tool in journal evaluation. Science, 178(4060), 471–479. https://doi.org/10.1126/science.178.4060.471

Gay, G. (2010). Culturally Responsive Teaching: Theory, Research, and Practice (2nd ed.). Teachers College Press.

Ghamrawi, N., Shal, T., Ghamrawi, N. A. R., Abu-Tineh, A., Alshaboul, Y., & Alazaizeh, M. A. (2025). A Step-by-Step Approach to Systematic Reviews in Educational Research. European Journal of Educational Research, 14(2), 549–566. https://doi.org/10.12973/eu-jer.14.2.549

Gilmore, A. (2007). Authentic materials and authenticity in foreign language learning. Language Teaching, 40(2), 97–118. https://doi.org/10.1017/S0261444807004144

Hall, T. (2002). Differentiated Instruction. National Center on Accessing the General Curriculum.

Hernández, J., & Reyes, A. (2021). Designing multimedia resources for constructivist learning environments. British Journal of Educational Technology, 52(7), 3215–3232.

Jensen, J. (2019). A systematic literature review of the use of Semantic Web technologies in formal education. British Journal of Educational Technology, 50(2), 505–517. https://doi.org/10.1111/bjet.12570

Jiménez Sierra, Á. A., Ortega Iglesias, J. M., Cabero-Almenara, J., & Palacios-Rodríguez, A. (2023). Development of the teacher’s technological pedagogical content knowledge (TPACK) from the Lesson Study: A systematic review. Frontiers in Education, 8. https://doi.org/10.3389/feduc.2023.1078913

Kay, R. H. (2012). Exploring student and faculty perceptions of video podcasts. Internet and Higher Education, 15(4), 241–250.

Khany, R., & Kamalvand, A. (2022a). 100 Years of Research on English Language Learning/Teaching Materials: A Systematic Literature Review. TESL-EJ, 25(4). https://doi.org/10.55593/ej.25100a2

Khany, R., & Kamalvand, A. (2022b). Research trends and gaps in teaching materials for English language learning: A systematic review. Language Teaching Research, 26(5), 759–777.

Knowles, M S, Holton, E. F., & Swanson, R. A. (2015). The adult learner: The definitive classic in adult education and human resource development. Routledge.

Knowles, Malcolm S. (1980). The Modern Practice of Adult Education: From Pedagogy to Andragogy. Cambridge Adult Education.

Kurnila, V. S., Juniati, D., & Lukito, A. (2025). Implementation, Principles and Stages of Differentiated Instruction in Mathematics Learning: A Systematic Literature Review. TEM Journal, 14(1), 727–740. https://doi.org/10.18421/TEM141-65

Lai, J. W. M., & Bower, M. (2020). Evaluation of technology use in education: Findings from a critical analysis of systematic literature reviews. Journal of Computer Assisted Learning, 36(3), 241–259. https://doi.org/10.1111/jcal.12412

Liu, T. C., Lin, Y. C., & Paas, F. (2016). Effects of cueing by a pedagogical agent in a multimedia learning environment: Multimodal vs. unimodal information. Educational Psychology, 36(3), 358–374.

Malinda, A. (2019). Teknik Bibliotherapy dalam Meningkatkan Motivasi Santri Melanjutkan Pendidikan melalui Novel “Negeri 5 Menara”,(studi di Pondok Pesantren Alquran Baiturrahim …. repository.uinbanten.ac.id. http://repository.uinbanten.ac.id/id/eprint/3704

Marchena Sekli, G. F., Godo, A., & Véliz, J. C. (2024). GENERATIVE AI SOLUTIONS FOR FACULTY AND STUDENTS: A REVIEW OF LITERATURE AND ROADMAP FOR FUTURE RESEARCH. Journal of Information Technology Education: Research, 23. https://doi.org/10.28945/5304

Marzban, A., & Davaji, H. (2011). The Effect of Authentic Texts on Motivation and Reading Comprehension of EFL Students. Theory and Practice in Language Studies, 1(5), 530–537. https://doi.org/10.4304/tpls.1.5.530-537

Mayer, R. E. (2001). Multimedia learning. Cambridge University Press.

Meyer, A., Rose, D. H., & Gordon, D. (2014). Universal Design for Learning: Theory and practice. CAST Professional Publishing.

Mongeon, P., & Paul-Hus, A. (2016). The journal coverage of Web of Science and Scopus: a comparative analysis. Scientometrics, 106(1), 213–228. https://doi.org/10.1007/s11192-015-1765-5

Neo, M., & Neo, K. T. K. (2009). Engaging students in multimedia-mediated learning–designing and implementing a multimedia project for Malaysian students. Turkish Online Journal of Educational Technology, 8(4), 20–32.

Nunan, D. (1999). Second Language Teaching & Learning. Heinle & Heinle.

Nuraeni, T., & Halim, A. (2021). Improving critical thinking through STAD model in Islamic education classroom. Tarbiyah Journal, 29(1), 45–56.

Peacock, M. (1997). The effect of authentic materials on the motivation of EFL learners. ELT Journal, 51(2), 144–156.

Purnomo, A., & Wulandari, R. (2017). Printed Modules in Open and Distance Learning. Jurnal Pendidikan Terbuka Dan Jarak Jauh, 18(1), 34–45.

Rahman, M., & Rahim, M. (2023). Emerging trends in digital teaching materials: A systematic review. Education and Information Technologies, 28(4), 5123–5145.

Rao, K., & Meo, G. (2016). Using Universal Design for Learning to design standards-based lessons. SAGE Open, 6(4), 1–12.

Richards, J. C., & Renandya, W. A. (Eds.). (2002). Methodology in Language Teaching: An Anthology of Current Practice. Cambridge University Press.

Rodríguez-García, A., & Arias-Gago, A. R. (2022). Bibliometric characteristics of the international literature on teaching methods: a cross-disciplinary taxonomy. Revista Complutense de Educacion, 33(1), 93–106. https://doi.org/10.5209/RCED.73722

Sahin, M., & Çelik, I. (2024). Andragogical perspectives in digital learning environments. Education and Information Technologies, 29(1), 333–349.

Sari, I. P., & Halim, A. (2022). Constructivist learning through contextual and problem-based materials in Islamic education. Tarbiyah Journal, 30(2), 115–130.

Steenbergen-Hu, S., & Cooper, H. (2013). A Meta-Analysis of the Effectiveness of Intelligent Tutoring Systems on College Students’ Academic Learning. Journal of Educational Psychology, 105(4), 970–987.

Sukmawati, F., & Salimi, M. (2024). Systematic literature review: effects of digital teaching materials on learning achievement. International Journal of Evaluation and Research in Education, 13(4), 2678–2688. https://doi.org/10.11591/ijere.v13i4.26357

Tamim, R. M., Bernard, R. M., Borokhovski, E., Abrami, P. C., & Schmid, R. F. (2011). What forty years of research says about the impact of technology on learning. Review of Educational Research, 81(1), 4–28.

Thomas, J., & Harden, A. (2008). Methods for the thematic synthesis of qualitative research in systematic reviews. BMC Medical Research Methodology, 10, 1–10. https://doi.org/10.1186/1471-2288-8-45

Tomlinson, B. (2003). Developing Materials for Language Teaching. Bloomsbury Academic.

Tomlinson, B. (2013). Developing materials for language teaching. Bloomsbury Academic.

Tomlinson, C. A. (2001). How to Differentiate Instruction in Mixed-Ability Classrooms (2nd ed.). ASCD.

van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3

VanLehn, K. (2011). The Relative Effectiveness of Human Tutoring, Intelligent Tutoring Systems, and Other Tutoring Systems. Educational Psychologist, 46(4), 197–221.

Zupic, Ivan, & Čater, Tomaž. (2014). Bibliometric Methods in Management and Organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629




DOI: https://doi.org/10.35445/alishlah.v17i4.8568

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