Research Trends of Socio-Scientific Issues (SSI) in Bibliometric Analysis: Implications for Science Education (2010-2023)
Abstract
Socio-Scientific Issues (SSI) are socially relevant and controversial topics that possess both conceptual and procedural connections to scientific content, making them highly pertinent to science education. Despite their growing integration into instructional practices, comprehensive studies that systematically map publication trends related to SSI in science education remain scarce. This study addresses that gap by conducting a bibliometric analysis of journal articles indexed in the Scopus database from 2010 to 2023, employing VOSviewer for visualization. A total of 174 articles were analyzed using bibliometric mapping techniques. The results indicate a significant rise in publication activity, peaking in 2023, with research predominantly centered on keywords such as socio-scientific issues, science education, scientific literacy, and education for sustainable development, and driven by major contributions from the United States, Germany, and Turkey. These findings highlight the growing global focus on SSI research and the influential role of leading authors such as Troy D. Sadler and Ingo Eilks. This study provides an overview of current research trends and suggests the need for expanded international collaboration and curriculum development to strengthen SSI integration in science education.
Keywords
References
Aksnes, D. W., Langfeldt, L., & Wouters, P. (2019). Citations, citation indicators, and research quality: An overview of basic concepts and theories. SAGE Open, 9(1). https://doi.org/10.1177/2158244019829575
Alcaraz-Dominguez, S., & Barajas, M. (2021). Conceiving socioscientific issues in stem lessons from science education research and practice. Education Sciences, 11(5). https://doi.org/10.3390/educsci11050238
Aparicio, G., Iturralde, T., & Maseda, A. (2019). Conceptual structure and perspectives on entrepreneurship education research: A bibliometric review. European Research on Management and Business Economics, 25(3), 105–113. https://doi.org/10.1016/j.iedeen.2019.04.003
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
Arifin, Z., Sukarmin, S., & Saputro, S. (2024). Trends and research frontiers in socioscientific issues for sustainable science education: A systematic and bibliometric analysis from 2014 – 2024. Journal of Pedagogical Research, 9(1), 407–434. https://doi.org/10.33902/JPR.202530575
Arika, A., Suliyanah, S., Admoko, S., Suprapto, N., & Alan, U. (2021). Bibliometric analysis of socio scientific issues (SSI) in physics (2019-2020). Advances in Engineering Research, 209, 363–369. https://doi.org/10.2991/aer.k.211215.063
Ban, S., & Mahmud, S. N. D. (2023). Research and trends in socio-scientific issues education: A content analysis of journal publications from 2004 to 2022. Sustainability (Switzerland), 15(15). https://doi.org/10.3390/su151511841
Bayram-Jacobs, D., Henze, I., Evagorou, M., Shwartz, Y., Aschim, E. L., Alcaraz-Dominguez, S., Barajas, M., & Dagan, E. (2019). Science teachers’ pedagogical content knowledge development during enactment of socioscientific curriculum materials. Journal of Research in Science Teaching, 56(9), 1207–1233. https://doi.org/10.1002/tea.21550
Beniermann, A., Mecklenburg, L., & Upmeier Zu Belzen, A. (2021). Reasoning on controversial science issues in science education and science communication. Education Sciences, 11(9). https://doi.org/10.3390/educsci11090522
Comerio, N., & Strozzi, F. (2019). Tourism and its economic impact: A literature review using bibliometric tools. Tourism Economics, 25(1), 109–131. https://doi.org/10.1177/1354816618793762
Dauer, J. M., Sorensen, A. E., & Wilson, J. (2021). Students’ civic engagement self-efficacy varies across socioscientific issues contexts. Frontiers in Education, 6. https://doi.org/10.3389/feduc.2021.628784
Dawson, V., & Carson, K. (2020). Introducing argumentation about climate change socioscientific issues in a disadvantaged school. Research in Science Education, 50(3), 863–883. https://doi.org/10.1007/s11165-018-9715-x
Dewi, W. S., Safitri, G., & Mairizwan. (2023). The practicality of the physics module based on the PjBL model with a portfolio assessment to improve students’ critical thinking skills. Journal of Physics: Conference Series, 2582(1). https://doi.org/10.1088/1742-6596/2582/1/012054
Dwikoranto, D., Surasmi, W. A., Kurniawan, B., Dawana, I. R., & Bergsma, L. N. (2023). Utilization of universities’ massive online open courses in learning management system: Research trends and bibliometric analysis. IJORER : International Journal of Recent Educational Research, 4(3), 383–398. https://doi.org/10.46245/ijorer.v4i3.380
Eilks, I., & Rauch, F. (2012). Sustainable development and green chemistry in chemistry education. Chemistry Education Research and Practice, 13, 57–58. https://doi.org/10.1039/c2rp90003c
Ellegaard, O., & Wallin, J. A. (2015). The bibliometric analysis of scholarly production: How great is the impact? Scientometrics, 105(3), 1809–1831. https://doi.org/10.1007/s11192-015-1645-z
Elsevier. (2023). Scopus quick reference guide: Scopus is a source-neutral abstract and citation database curated by independent subject-matter experts… (July 2023). Elsevier.
Falah, M. M., Nugroho, S. E., & Ridlo, S. (2024). Socio-scientific Issues (SSI) research trends: A systematic literature review of publications 2011 – 2022. Journal of Turkish Science Education, 21(1), 61–81. https://doi.org/10.36681/tused.2024.004
Ferdaus, J., Rochy, E. A., Biswas, U., Tiang, J. J., & Nahid, A. Al. (2024). Analyzing diabetes detection and classification: A bibliometric review (2000–2023). Sensors, 24(16). https://doi.org/10.3390/s24165346
García-Carmona, A. (2021). Learning about the nature of science through the critical and reflective reading of news on the COVID-19 pandemic. Cultural Studies of Science Education, 16(4), 1015–1028. https://doi.org/10.1007/s11422-021-10092-2
Guo, Y. M., Huang, Z. L., Guo, J., Li, H., Guo, X. R., & Nkeli, M. J. (2019). Bibliometric analysis on smart cities research. Sustainability (Switzerland), 11(13). https://doi.org/10.3390/su11133606
Hanifha, S., Erna, M., Noer, A. M., & Talib, C. A. (2023). Socioscientific Issue-Based Undergraduate Student Worksheets on Scientific Literacy and Environmental Awareness. Jurnal Pendidikan IPA Indonesia, 12(4), 504–513. https://doi.org/10.15294/jpii.v12i4.45817
Hirsch, J. E. (2005). An index to quantify an individual’s scientific research output. Proceedings of the National Academy of Sciences, 102(46), 16569–16572. https://doi.org/10.1073/pnas.0507655102
Hogan, D., & O’Flaherty, J. (2021). Addressing education for sustainable development in the teaching of science: The case of a biological sciences teacher education program. Sustainability, 13(21), 12028. https://doi.org/10.3390/su132112028
Irwanto, I., Wahyudiati, D., Saputro, A. D., & Laksana, S. D. (2023). Research trends and applications of gamification in higher education: A bibliometric analysis spanning 2013–2022. International Journal of Emerging Technologies in Learning, 18(5), 19–41. https://doi.org/10.3991/ijet.v18i05.37021
Kolstø, S. D. (2001). Scientific literacy for citizenship: Tools for dealing with the science dimension of controversial socioscientific issues. Science Education, 85(3), 291–310. https://doi.org/10.1002/sce.1011
Kuhn, D. (1991). The skills of argument. Cambridge University Press.
Kurup, P. M., Levinson, R., & Li, X. (2021). Informed-decision regarding global warming and climate change among high school students in the United Kingdom. Canadian Journal of Science, Mathematics and Technology Education, 21(1), 166–185. https://doi.org/10.1007/s42330-020-00123-5
Latif, A. H. A., Rahim, M. S. M., Ismail, A. W., Suaib, N. M., Aladin, M. Y. F., & Nor’A, M. N. A. (2020). Educational science game for early primary school. IOP Conference Series: Materials Science and Engineering, 979(1). https://doi.org/10.1088/1757-899X/979/1/012012
Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009). The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. In Journal of clinical epidemiology, 62 (10). https://doi.org/10.1016/j.jclinepi.2009.06.006
Mardhiyah, R. H., Aldriani, S. N. F., Chitta, F., & Zulfikar, M. R. (2021). Pentingnya keterampilan belajar di abad 21 sebagai tuntutan dalam pengembangan sumber daya manusia. Lectura: Jurnal Pendidikan, 12(1), 29–40.
Martini, Widodo, W., Qosyim, A., Mahdiannur, M. A., & Jatmiko, B. (2021). Improving undergraduate science education students’ argumentation skills through debates on socioscientific issues. Jurnal Pendidikan IPA Indonesia, 10(3), 428–438. https://doi.org/10.15294/JPII.V10I3.30050
Momenpour, Y., & Choobchian, S. (2025). Emotional climate: a bibliometric analysis of the psychological consequences of climate change. Frontiers in Psychology, 16. https://doi.org/10.3389/fpsyg.2025.1521771
Mongeon, P., & Paul-Hus, A. (2016). The journal coverage of web of science and scopus: A comparative analysis. Scientometrics, 106, 213–228. https://doi.org/10.1007/s11192-015-1765-5
Nandiyanto, A. B. D., Biddinika, M. K., & Triawan, F. (2020). Indonesian journal of science & technology how bibliographic dataset portrays decreasing number of scientific publication from Indonesia. Indonesian Journal of Science and Technology, 5(1), 154–175.
Osborne, R., & Freyberg, P. (1985). Learning in science. The implications of children’s science. Heinemann.
Ottander, K., & Simon, S. (2021). Learning democratic participation? Meaning-making in discussion of socioscientific issues in science education. International Journal of Science Education, 43(12), 1895–1925. https://doi.org/10.1080/09500693.2021.1946200
Özel, M. (2024). An analysis of research trends on socio-scientific issues in science education over two decades from 2004 to 2023. Journal of Mathematics Science and Technology Education, 1(1), 69–83. https://doi.org/10.12973/jmste.1.1.69
Phoong, S. Y., Khek, S. L., & Phoong, S. W. (2022). The bibliometric analysis on finite mixture model. SAGE Open, 12(2). https://doi.org/10.1177/21582440221101039
Presley, M. L., Sickel, A. J., Muslu, N., Merle-Johnson, D., Witzig, S. B., & Sadler, T. D. (2013). A framework for socio-scientific issues based education. Science Educator, 22(1), 26–31.
Price, D. J. D. S. (1986). Little science, big science ... and beyond. Columbia University Press.
Puig, B., Blanco-Anaya, P., & Pérez-Maceira, J. J. (2021). “Fake News” or Real Science? Critical Thinking to Assess Information on COVID-19. Frontiers in Education, 6. https://doi.org/10.3389/feduc.2021.646909
Purwanto, A., Rahmawati, Y., Rahmayanti, N., Mardiah, A., & Amalia, R. (2022). Socio-critical and problem-oriented approach in environmental issues for students’ critical thinking skills development in chemistry learning. Journal of Technology and Science Education, 12(1), 50–67. https://doi.org/10.3926/jotse.1341
Rahman, A., Munandar, S. A., Fitriani, A., Karlina, Y., & Yumriani. (2022). Pengertian pendidikan, ilmu pendidikan dan unsur-unsur pendidikan. Al Urwatul Wutsqa: Kajian Pendidikan Islam, 2(1), 1–8.
Rahmawati, Y., Akbar, M. J., Budi, S., & Ridwan, A. (2023). Exploring value-based learning environment for sustainable development in education: Integration of socioscientific issues in chemistry learning. AIP Conference Proceedings, 2540(1). https://doi.org/10.1063/5.0106206
Romero-Ariza, M., Quesada, A., Abril, A.-M., & Cobo, C. (2021). Changing teachers’ self-efficacy, beliefs and practices through STEAM teacher professional development (Cambios en la autoeficacia, creencias y prácticas docentes en la formación STEAM de profesorado). Infancia y Aprendizaje, 44(4), 942–969. https://doi.org/10.1080/02103702.2021.1926164
Sadler, T. D. (2004). Informal reasoning regarding socioscientific issues: A critical review of research. Journal of Research in Science Teaching, 41(5), 513–536. https://doi.org/10.1002/tea.20009
Sadler, T. D. (2009). Situated learning in science education: Socio-scientific issues as contexts for practice. Studies in Science Education, 45(1), 1–42. https://doi.org/10.1080/03057260802681839
Sadler, T. D. (2011). Socio-scientific issues in the classroom: teaching, learning and research (Vol. 39). Springer.
Sadler, T. D., & Zeidler, D. L. (2005). Patterns of informal reasoning in the context of socioscientific decision making. Journal of Research in Science Teaching, 42(1), 112–138. https://doi.org/10.1002/tea.20042
Sadler, T. D., & Zeidler, D. L. (2009). Scientific literacy, PISA, and socioscientific discourse: Assessment for progressive aims of science education. Journal of Research in Science Teaching, 46(8), 909–921. https://doi.org/10.1002/tea.20327
Schenk, L., Hamza, K., Arvanitis, L., Lundegård, I., Wojcik, A., & Haglund, K. (2021). Socioscientific issues in science education: An opportunity to incorporate education about risk and risk analysis? Risk Analysis, 41(12), 2209–2219. https://doi.org/10.1111/risa.13737
Solli, A. (2021). Appeals to science: Recirculation of online claims in socioscientific reasoning. Research in Science Education, 51, 983–1013. https://doi.org/10.1007/s11165-019-09878-w
Stanford Medicine. (2018, September 25). Scientific publishing: How much is too much? Stanford Medicine News Center. https://med.stanford.edu/news/insights/2018/09/scientific-publishing-how-much-is-too-much.html
Stolz, M., Witteck, T., Marks, R., & Eilks, I. (2013). Reflecting socio-scientific issues for science education coming from the case of curriculum development on doping in chemistry education. Eurasia Journal of Mathematics, Science & Technology Education, 9(4), 361–370. https://doi.org/10.12973/eurasia.2013.94
Susilawati, Aznam, N., & Irwanto, I. (2021). Socio-scientific issues as a vehicle to promote soft skills and environmental awareness. European Journal of Educational Research, 10(1), 161–174. https://doi.org/10.12973/EU-JER.10.1.161
Tang, K.-Y., Lin, T.-C., & Hsu, Y.-S. (2024). Status and trends of socioscientific issues in educational literature: insights and extensions from a co-word analysis. International Journal of Science Education, 46(11), 1073–1097. https://doi.org/10.1080/09500693.2023.2272603
Tekin, N., Aslan, O., & Yilmaz, S. (2016). Research trends on socioscientific issues: A content analysis of publications in selected science education journals. Journal of Education and Training Studies, 4(9). https://doi.org/10.11114/jets.v4i9.1572
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
Wahono, B., Chang, C.-Y., & Khuyen, N. G. U. Y. E. N. T. T. (2021). Teaching socio-scientific issues through integrated STEM education: an effective practical averment from Indonesian science lessons. International Journal of Science Education, 43(16), 2663–2683. https://doi.org/10.1080/09500693.2021.1983226
Wen, H., & Huang, Y. (2012). Trends and performance of oxidative stress research from 1991 to 2010. Scientometrics, 91(1), 51–63. https://doi.org/10.1007/s11192-011-0535-2
Yulianingsih, S., Kurnia, D., & Julia, J. (2020). Pemetaan sistematik dalam topik kajian problem posing berdasarkan analisis bibliometrik. Jurnal Pena Ilmiah, 3(2), 1–10. https://ejournal.upi.edu/index.php/penailmiah/article/view/26477
Zidny, R., Solfarina, S., Aisyah, R. S. S., & Eilks, I. (2021). Exploring indigenous science to identify contents and contexts for science learning in order to promote education for sustainable development. Education Sciences, 11(3), 114. https://doi.org/10.3390/educsci11030114
Zohar, A., & Nemet, F. (2002). Fostering students’ knowledge and argumentation skills through dilemmas in human genetics. Journal of Research in Science Teaching, 39(1), 35–62. https://doi.org/10.1002/tea.10008
DOI: https://doi.org/10.17509/jsl.v9i1.88297
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