Abstract
In this study, we aimed to identify the basic structure, trends, and dynamics of research about designed learning environment in the field of education between the years 1970 and 2022. In this process, we determined the most-effective concepts and words used in keywords, abstracts, and titles in articles on creative thinking, as well as the most effective studies, journals, and countries in this field. Also we determined the historical roots and current trends of the field, to identify priorities of future studies and visualize networks of collaboration among authors. The data for this study were compiled from a total of 3946 publications available in the Web of Science database as of June 2022. For bibliometric analysis, Vosviewer software was used. As a result of the citation analysis, it was seen that the most influential publication in the field was written by Dabbagh and Kitsantas (2012), the most influential journal was Computers & Education, the most influential author was M. J. Hannafin, and the most influential country was the USA. According to co-word analysis, the most-frequent keywords in the field are ‘higher education’, ‘e-learning’, and ‘learning environment’. Furthermore, the authors and countries that cooperated in these studies were identified through co-citation analysis.
Similar content being viewed by others
References
Aelterman, N., Vansteenkiste, M., Haerens, L., Soenens, B., Fontaine, J. R. J., & Reeve, J. (2019). Toward an integrative and fine-grained insight in motivating and demotivating teaching styles: The merits of a circumplex approach. Journal of Educational Psychology, 111(3), 497–521. https://doi.org/10.1037/edu0000293
Agbo, F. J., Oyelere, S. S., Suhonen, J., & Tukiainen, M. (2021). Scientific production and thematic breakthroughs in smart learning environments: A bibliometric analysis. Smart Learning Environments, 8(1), 1. https://doi.org/10.1186/s40561-020-00145-4
Almusawi, H. A., Durugbo, C. M., & Bugawa, A. M. (2021). Innovation in physical education: Teachers’ perspectives on readiness for wearable technology integration. Computers & Education, 167, 104185. https://doi.org/10.1016/j.compedu.2021.104185
Alpizar, D., Adesope, O. O., & Wong, R. M. (2020). A meta-analysis of signaling principle in multimedia learning environments. Educational Technology Research and Development, 68(5), 2095–2119. https://doi.org/10.1007/s11423-020-09748-7
Bajaj, N., Carrión, J. R., Bellotti, F., Berta, R., & De Gloria, A. (2021). Analysis of factors affecting the auditory attention of non-native speakers in e-learning environments. Electronic Journal of E-Learning, 19(3), 159–169. https://doi.org/10.34190/ejel.19.3.2296
Çakıroğlu, Ü., Aydın, M., Özkan, A., Turan, Ş, & Cihan, A. (2021). Perceived learning in virtual reality and animation-based learning environments: A case of the understanding our body topic. Education and Information Technologies, 26(5), 5109–5126. https://doi.org/10.1007/s10639-021-10522-2
Chang, C. Y., & Yang, J. C. (2022). Concept mapping in computer-supported learning environments: A bibliometric analysis. Interactive Learning Environments. https://doi.org/10.1080/10494820.2022.2043385
Chang, Y. J., & Chang, Y. S. (2014). Assessing peer support and usability of blogging in hybrid learning environments. Interactive Learning Environments, 22(1), 3–17. https://doi.org/10.1080/10494820.2011.619889
Chen, J., Wang, M., Kirschner, P. A., & Tsai, C. C. (2018). The role of collaboration, computer use, learning environments, and supporting strategies in CSCL: A meta-analysis. Review of Educational Research, 88(6), 799–843. https://doi.org/10.3102/0034654318791584.
Chen, X., Zou, D., Cheng, G., & Xie, H. (2020). Detecting latent topics and trends in educational technologies over four decades using structural topic modeling: A retrospective of all volumes of computers & education. Computers & Education, 151, 103855. https://doi.org/10.1016/j.compedu.2020.103855
Cheng, L., Pastore, R., & Ritzhaupt, A. D. (2021). Examining the accelerated playback hypothesis of time-compression in multimedia learning environments: A meta-analysis study. Journal of Educational Computing Research, 60(3), 579–598. https://doi.org/10.1177/07356331211043535
Collie, R., Granziera, H., & Martin, A. (2019). Teachers’ motivational approach: links with students’ basic psychological need frustration, maladaptive engagement, and academic outcomes. Teaching and Teacher Education. https://doi.org/10.1016/j.tate.2019.07.002
Csizmadia, P., Csillag, S., Szászvári, K. Á., & Bácsi, K. (2022). To learn and let learn? Characteristics of the learning environment in knowledge-intensive medium-sized enterprises. Journal of Workplace Learning, 34(7), 661–674. https://doi.org/10.1108/JWL-09-2021-0120
del García-Chitiva, M., & P., & Suárez-Guerrero, C. (2019). Estado de la investigación sobre la colaboración en Entornos Virtuales de Aprendizaje. Pixel-Bit, Revista De Medios y Educación, 56, 169–191. https://doi.org/10.12795/pixelbit.2019.i56.09
Englund, H., Stockhult, H., Du Rietz, S., Nilsson, A., & Wennblom, G. (2022). Learning-environment uncertainty and students’ approaches to learning: A self-determination theory perspective. Scandınavıan Journal of Educatıonal Research. https://doi.org/10.1080/00313831.2022.2042734
Fraser, B. J. (1998). The birth of a new journal: Editor’s introduction. Learning Environments Research, 1(1), 1–5. https://doi.org/10.1023/A:1009994030661
French, R., Imms, W., & Mahat, M. (2020). Case studies on the transition from traditional classrooms to innovative learning environments: Emerging strategies for success. Improving Schools, 23(2), 175–189. https://doi.org/10.1177/1365480219894408
Gapsalamov, A., Akhmetshin, E., Bochkareva, T., Vasilev, V., & Anisimova, T. (2020). Comparative analysis of education quality and the level of competitiveness of leader countries under digitalization conditions. Journal of Social Studies Education Research, 10(2), 133–150.
Garrison, D. R., & Kanuka, H. (2004). Blended learning: Uncovering its transformative potential in higher education. The Internet and Higher Education, 7(2), 95–105. https://doi.org/10.1016/j.iheduc.2004.02.001
GebreYohannes, H. M., Hadi Bhatti, A., & Hasan, R. (2016). Impact of multimedia in teaching mathematics. International Journal of Mathematics Trends and Technology, 39(1), 80–83. https://doi.org/10.14445/22315373/ijmtt-v39p510
Hillen, S. A. (2014). The role of discussion boards in e-collaborative learning environments (CSCL): What kind of support can they provide? A conceptual discussion and a qualitative case study. Nordic Journal of Digital Literacy, 9(2), 128–147. https://doi.org/10.18261/ISSN1891-943X-2014-02-04
Hwang, W.-Y., & Wang, C.-Y. (2004). A study of learning time patterns in asynchronous learning environments. Journal of Computer Assisted Learning, 20, 292–304. https://doi.org/10.1111/j.1365-2729.2004.00088.x
Irmer, M., Traub, D., Kramer, M., Förtsch, C., & Neuhaus, B. J. (2022). Scaffolding pre-service biology teachers’ diagnostic competences in a video-based learning environment: Measuring the effect of different types of scaffolds. International Journal of Science Education, 44(9), 1506–1526. https://doi.org/10.1080/09500693.2022.2083253
Jackson, G. A., & Deal, T. E. (1985). Technology, learning environments, and tomorrow’s schools. Peabody Journal of Education, 62(2), 93–113. https://doi.org/10.1080/01619568509538477
Jaiswal, A., Karabiyik, T., Thomas, P., & Magana, A. J. (2021). Characterizing team orientations and academic performance in cooperative project-based learning environments. Education Sciences. https://doi.org/10.3390/educsci11090520
Keinänen, M., Ursin, J., & Nissinen, K. (2018). How to measure students’ innovation competences in higher education: Evaluation of an assessment tool in authentic learning environments. Studies in Educational Evaluation, 58, 30–36. https://doi.org/10.1016/j.stueduc.2018.05.007
Kozikoğlu, I. (2019). Analysis of the studies concerning flipped learning model: A comparative meta-synthesis study. International Journal of Instruction, 12(1), 851–868.
Leighton, J. P., Guo, Q., & Tang, W. (2022). Measuring preservice teachers’ attitudes towards mistakes in learning environments. Learning Environments Research, 25(1), 287–304. https://doi.org/10.1007/s10984-021-09362-1
Martin, F., Wu, T., Wan, L., & Xie, K. (2022). A meta-analysis on the community of ınquiry presences and learning outcomes in online and blended learning environments. Online Learning, 26, 325–359. https://doi.org/10.24059/olj.v26i1.2604
Martin, S., Diaz, G., Sancristobal, E., Gil, R., Castro, M., & Peire, J. (2011). New technology trends in education: Seven years of forecasts and convergence. Computers & Education, 57(3), 1893–1906. https://doi.org/10.1016/j.compedu.2011.04.003
Moral-Muñoz, J. A., Herrera-Viedma, E., Santisteban-Espejo, A., & Cobo, M. J. (2020). Software tools for conducting bibliometric analysis in science: An up-to-date review. Profesional De La Informacion, 29(1), 1–20. https://doi.org/10.3145/epi.2020.ene.03
Morris, S., DeYong, C., Wu, Z., Salman, S., & Yemenu, D. (2002). Diva: A visualization system for exploring document databases for technology forecasting. Computers & Industrial Engineering, 43(4), 841–862. https://doi.org/10.1016/S0360-8352(02)00143-2
Mostafa, M. M. (2022). Three decades of interactive learning environments: A retrospective bibliometric network analysis. Interactive Learning Environments. https://doi.org/10.1080/10494820.2022.2057548
Paniagua, G. C., Monroy, G. R., & Viesca, K. V. (2021). Nuevos retos en México para la construcción de entornos virtuales de aprendizaje en tiempos de pandemia (New Challenges in Mexico for the Construction of Virtual Learning), 14(2), 75–88.
Park, S. (2022). A study on visual scaffolding design principles in web-based learning environments. Electronic Journal of E-Learning, 20(2), 180–200. https://doi.org/10.34190/ejel.20.2.2604
Schöbel, S., Saqr, M., & Janson, A. (2021). Two decades of game concepts in digital learning environments – A bibliometric study and research agenda. Computers & Education, 173, 104296. https://doi.org/10.1016/j.compedu.2021.104296
Shi, Y., Yang, H., MacLeod, J., Zhang, J., & Yang, H. H. (2019). College students’ cognitive learning outcomes in technology-enabled active learning environments: A meta-analysis of the empirical literature. Journal of Educational Computing Research, 58(4), 791–817. https://doi.org/10.1177/0735633119881477
Shih, C. C., & Kuo, Y. C. (2021). Development trends and analysis of collaborative learning in e-learning environments 1988–2019. Internatıonal Journal of Mobıle and Blended Learnıng, 13(3), 1–18. https://doi.org/10.4018/IJMBL.2021070101
Stacey, E., & Gerbic, P. (2008). Success factors for blended learning. ASCILITE conference 2008–The Australasian Society for Computers in Learning in Tertiary Education.
Suckley, M. H., & O’Dell, R. T. (1976). The open learning model using computer managed ınstruction. Educational Technology, 16(2), 39–42.
Uzun, S., & Delen, I. (2018). Matematik öğretmen adaylarinin FeTeMM temelli tasarladiklari öğrenme ortamlarinin değerlendirilmesi. Eğitim Fakü̧ltesi Dergisi, 33, 617–630. doi: https://doi.org/10.16986/HUJE.2018037019
van Raan, T., et al. (2014). Advances in bibliometric analysis: Research performance assessment and science mapping. In W. Blockmans (Ed.), Bibliometrics: Use and abuse in review of research perfomance (pp. 17–28). Portland Press.
Vanbecelaere, S., Matsuyama, K., Reynvoet, B., & Depaepe, F. (2021). The role of the home learning environment on early cognitive and non-cognitive outcomes in math and Reading. Frontiers in Education. https://doi.org/10.3389/feduc.2021.746296
Waltman, L. (2016). A review of the literature on citation impact indicators. Journal of Informetrics, 10(2), 365–391. https://doi.org/10.1016/j.joi.2016.02.007
Wang, F., & Hannafin, M. (2005). Design-based research and technology-enhanced learning environments. Educational Technology Research and Development, 53(4), 5–23. https://doi.org/10.1007/BF02504682
YıldırımYakar, Z. (2021). The effect of flipped learning model on primary and secondary school students’ mathematics achievement: A meta-analysis study. Journal, 50(2), 1329–1366.
Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
This article was made from the first author's doctoral thesis.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Koçak, M., Soylu, Y. Examining the general structure of learning environments designed in education: bibliometric analysis between 1970 and 2022. Learning Environ Res 26, 761–783 (2023). https://doi.org/10.1007/s10984-022-09452-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10984-022-09452-8