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Abstract

In recent years, increasing attention to the nature of science (NOS) alongside a growing interest in understanding how social-institutional dimensions of science are represented in educational materials has become a fundamental objective in science education curricula. The present study aims to contribute to this research field by examining the presence and absence of these dimensions within Iranian high school science textbooks. The thirteen science textbooks were analyzed within the social-institutional parameters of the expanded Family Resemblance Approach (FRA), utilizing content analysis as the research design. The results revealed, while not extensively represented, there are discernible traces of the social-institutional dimensions of science in Iranian high school science textbooks; however, these elements appear to be somewhat narrow in some categories. The results also indicated a significant imbalance in the representation of the dimensions across the science textbooks. In particular, the findings showed that most social-institutional aspects of science are predominantly associated with the components of “professional activities” and “organizations and social interactions.” Conversely, the least representation was observed in the “social certification and dissemination” categories and “political power structures.” In more detail, critical sub-categories such as freedom, social quality control, and race were absent, highlighting a gap in the educational discourse surrounding the social dimensions of science. The paper wraps up by discussing the practical implications for the field and offering recommendations for future research.

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References

  • Abd-El-Khalick, F. (2012). Examining the sources for our understandings about science: Enduring conflations and critical issues in research on nature of science in science education. International Journal of Science Education, 34(3), 353–374. https://doi.org/10.1080/09500693.2011.629013

    Article Google Scholar

  • Abd-El-Khalick, F., & Lederman, N. G. (2000). Improving science teachers’ conceptions of nature of science: A critical review of the literature. International Journal of Science Education, 22(7), 665–701. https://doi.org/10.1080/09500690050044044

    Article Google Scholar

  • Abd-El-Khalick, F., Bell, R. L., & Lederman, N. G. (1998). The nature of science and instructional practice: Making the unnatural natural. Science Education, 82(4), 417–436. https://doi.org/10.1002/(SICI)1098-237X(199807)82:4%3c417::AID-SCE1%3e3.0.CO;2-E

    Article Google Scholar

  • Abd-El-Khalick, F., Waters, M., & Le, A. (2008). Representations of nature of science in high school chemistry textbooks over the past four decades. Journal of Research in Science Teaching: The Official Journal of the National Association for Research in Science Teaching, 45(7), 835–855. https://doi.org/10.1002/tea.20226

    Article Google Scholar

  • Akbayrak, M., & Kaya, E. (2020). Fifth-grade students’ understanding of social-institutional aspects of science. International Journal of Science Education, 42(11), 1834–1861. https://doi.org/10.1080/09500693.2020.1790054

    Article Google Scholar

  • Allchin, D. (2011). Evaluating knowledge of (whole) science. Science Education, 95(3), 518–542.

    Article Google Scholar

  • Allchin, D. (2013). Teaching the nature of science: Perspectives and resources. St. Paul, MN: SHiPs. https://doi.org/10.1002/sce.20432

  • Bang, M., Marin, A., & Medin, D. (2018). If indigenous peoples stand with the sciences, will scientists stand with us? Daedalus, 147(2), 148–159. https://doi.org/10.1162/DAED_a_00498

    Article Google Scholar

  • BouJaoude, S., Dagher, Z. R., & Refai, S. (2017). The portrayal of nature of science in Lebanese 9th grade science textbooks. In C. V. McDonald & F. Abd-El-Khalick (Eds.), Representations of nature of science in school science textbooks: A global perspective (pp. 79–97). Routledge.

    Chapter Google Scholar

  • Caramaschi, M., Cullinane, A., Levrini, O., & Erduran, S. (2022). Mapping the nature of science in the Italian physics curriculum: From missing links to opportunities for reform. International Journal of Science Education, 44(1), 115–135. https://doi.org/10.1080/09500693.2021.2017061

    Article Google Scholar

  • Cheung, K. K. C. (2020). Exploring the inclusion of nature of science in biology curriculum and high-stakes assessments in Hong Kong: Epistemic network analysis. Science & Education, 29(3), 491–512. https://doi.org/10.1007/s11191-020-00113-x

    Article Google Scholar

  • Cheung, K. K. C., & Erduran, S. (2023). A systematic review of research on family resemblance approach to nature of science in science education. Science & Education, 32(5), 1637–1673. https://doi.org/10.1007/s11191-022-00379-3

    Article Google Scholar

  • Chiappetta, E. L., & Fillman, D. A. (2007). Analysis of five high school biology textbooks used in the United States for inclusion of the nature of science. International Journal of Science Education, 29(15), 1847–1868. https://doi.org/10.1080/09500690601159407

    Article Google Scholar

  • Chiappetta, E. L., Fillman, D. A., & Sethna, G. H. (1991). A method to quantify major themes of scientific literacy in science textbooks. Journal of Research in Science Teaching, 28(8), 713–725. https://doi.org/10.1002/tea.3660280808

    Article Google Scholar

  • Clough, M. P. (2017). History and nature of science in science education. In Science education (pp. 39–51). Brill.

  • do Nascimento Rocha, M., & Gurgel, I. (2017). Descriptive understandings of the nature of science: Examining the consensual and family resemblance approaches. Interchange, 48(4), 403–429. https://doi.org/10.1007/s10780-017-9310-5

    Article Google Scholar

  • Erduran, S., & Dagher, Z. R. (2014a). Reconceptualizing nature of science for science education: Scientific knowledge, practices and other family categories. Springer.

    Book Google Scholar

  • Erduran, S., & Dagher, Z. R. (2014b). Regaining focus in Irish junior cycle science: Potential new directions for curriculum and assessment on nature of science. Irish Educational Studies, 33(4), 335–350. https://doi.org/10.1080/03323315.2014.984386

    Article Google Scholar

  • Erduran, S., Dagher, Z. R., & McDonald, C. V. (2019). Contributions of the family resemblance approach to nature of science in science education: A review of emergent research and development. Science & Education, 28, 311–328. https://doi.org/10.1007/s11191-019-00052-2

    Article Google Scholar

  • Erduran, S., Dagher, Z. R., Erduran, S., & Dagher, Z. R. (2014). Science as a social-institutional system. In Reconceptualizing the nature of science for science education: Scientific knowledge, practices and other family categories (pp.137–162). Springer Netherlands.

  • Fricke, K., & Reinisch, B. (2023). Evaluation of nature of science representations in biology school textbooks based on a differentiated family resemblance approach. Science & Education, 32(5), 1583–1611.

    Article Google Scholar

  • Garcia, T. D. (1985). An analysis of earth science textbooks for presentation of aspects of scientific literacy. (Unpublished doctoral dissertation). University of Houston.

    Google Scholar

  • Han, Z., & Wei, B. (2024). When nature of science meets quantum physics: Insights from NOS representation in Chinese physics textbooks. Science & Education, 7, 1–21. https://doi.org/10.1007/s11191-024-00550-y

    Article Google Scholar

  • Haraway, D. (2013). Situated knowledges: The science question in feminism and the privilege of partial perspective 1. In Women, science, and technology (pp. 455–472). Routledge.

  • Harding, S. (2013). Rethinking standpoint epistemology: What is “strong objectivity”?. In Feminist epistemologies (pp. 49–82). Routledge.

  • Holsti, O. R. (1969). Content analysis for the social sciences and humanities. Addison-Wesley Publishing Company.

    Google Scholar

  • Hoorfar, H., Niknam, Z., Malekan, M., & Abbasi, E. (2024). An analysis of Iranian research in science education curriculum with a focus on the nature of science. Theory and Practice in the Curriculum, 11(22), 455–486. [In Persian].

    Google Scholar

  • Hsieh, H. F., & Shannon, S. E. (2005). Three approaches to qualitative content analysis. Qualitative Health Research, 15(9), 1277–1288. https://doi.org/10.1177/1049732305276687

    Article Google Scholar

  • Irzik, G., & Nola, R. (2011). A family resemblance approach to the nature of science for science education. Science & Education, 20, 591–607. https://doi.org/10.1007/s11191-010-9293-4

    Article Google Scholar

  • Irzik, G., & Nola, R. (2014). New directions for nature of science research. In M. Matthews (Ed.), International handbook of research in history, philosophy, and science teaching (pp. 999–1021). Springer.

    Chapter Google Scholar

  • Irzik, G., & Nola, R. (2023). Revisiting the foundations of the family resemblance approach to nature of science: Some new ideas. Science & Education, 32(5), 1227–1245. https://doi.org/10.1007/s11191-022-00375-7

    Article Google Scholar

  • Kampourakis, K. (2016). The “general aspects” conceptualization as a pragmatic and effective means to introducing students to nature of science. Journal of Research in Science Teaching, 53(5), 667–682. https://doi.org/10.1002/tea.21305

    Article Google Scholar

  • Karimi, M. H., Kiani, K., & Shamshiri, B. (2019). Content analysis of middle school physics teacher’s guide based on the approach to the nature of science – Qualitative research. Curriculum Research, 8(2), 70–97. [In Persian].

    Google Scholar

  • Khine, M. S. (2019). Nature of science in school science textbooks. Science & Education, 28, 599–601. https://doi.org/10.1007/s11191-019-00025-5

    Article Google Scholar

  • Khishfe, R. (2023). Improving students’ conceptions of nature of science: A review of the literature. Science & Education, 32(6), 1887–1931. https://doi.org/10.1007/s11191-022-00390-8

    Article Google Scholar

  • Krippendorff, K. (2018). Content analysis: An introduction to its methodology. Sage publications.

    Google Scholar

  • Lederman, N. G. (1992). Students’ and teachers’ conceptions of the nature of science: A review of the research. Journal of Research in Science Teaching, 29(4), 331–359. https://doi.org/10.1002/tea.3660290404

    Article Google Scholar

  • Lederman, N. G. (2007). Nature of science: Past, present, and future. In S. K. Abell & N. G. Lederman (Eds.), Handbook of research on science education (pp. 831–879). Erlbaum.

    Google Scholar

  • Lederman, N. G., & Lederman, J. S. (2014). Research on teaching and learning of nature of science. In S. K. Abell & N. G. Lederman (Eds.), Handbook of research on science education (pp. 600–620). Routledge.

    Google Scholar

  • Lederman, N. G., Abd-El-Khalick, F., Bell, R. L., & Schwartz, R. S. (2002). Views of nature of science questionnaire: Toward valid and meaningful assessment of learners’ conceptions of nature of science. Journal of Research in Science Teaching, 39(6), 497–521. https://doi.org/10.1002/tea.10034

    Article Google Scholar

  • Lee, Y. H. (2014). Comparative analysis of the presentation of the nature of science (NOS) in Korea and US elementary science textbooks. Journal of the Korean Association for Science Education, 34(3), 207–212. https://doi.org/10.14697/jkase.2014.34.3.0207

    Article Google Scholar

  • Li, C., Yu, J., & Li, G. (2023). Development of the representation of the nature of science in textbooks: The case of high school biology textbooks in mainland China. International Journal of Science and Mathematics Education, 21(6), 1749–1768. https://doi.org/10.1007/s10763-022-10327-w

    Article Google Scholar

  • Liaghat, S., Niknam, Z., & Bagheri, S. (2013). The nature of science in science education: Content analysis of 8th grade science textbook. Journal of Curriculum Studies (JCS), 8(29), 89–116.

    Google Scholar

  • Maschi, T. I. N. A., & Drisko, J. W. (2016). Content analysis, pocket guides to social work research methods. Oxford University Press.

    Google Scholar

  • McComas, W. F., & Nouri, N. (2016). The nature of science and the next generation science standards: Analysis and critique. Journal of Science Teacher Education, 27(5), 555–576. https://doi.org/10.1007/s10972-016-9474-3

    Article Google Scholar

  • McComas, W. F., Clough, M. P., & Almazroa, H. (1998). The role and character of the nature of science in science education. Science & Education, 7(6), 511–532. https://doi.org/10.1007/0-306-47215-5_1

    Article Google Scholar

  • McComas, W. F. (2020). Considering a consensus view of nature of science content for school science purposes. In Nature of science in science instruction (pp. 23–34). Springer.

  • McDonald, C. V., & Abd-El-Khalick, F. (2017). Representations of nature of science in school science textbooks. In Representations of nature of science in school science textbooks (pp. 1–19). Routledge.

  • Niaz, M., Maza, A., Niaz, M., & Maza, A. (2011). Nature of science in general chemistry textbooks (pp. 1–37). Springer.

    Book Google Scholar

  • Okan, B., & Kaya, E. (2023). Exploring the inclusion of nature of science in Turkish middle school science textbooks. Science & Education, 32(5), 1515–1535. https://doi.org/10.1007/s11191-022-00371-x

    Article Google Scholar

  • Park, W., Wu, J. Y., & Erduran, S. (2020a). The nature of STEM disciplines in the science education standards documents from the USA, Korea and Taiwan: Focusing on disciplinary aims, values and practices. Science & Education, 29(4), 899–927. https://doi.org/10.1007/s11191-020-00139-1

    Article Google Scholar

  • Park, W., Yang, S., & Song, J. (2020b). Eliciting students’ understanding of nature of science with text-based tasks: Insights from new Korean high school textbooks. International Journal of Science Education, 42(3), 426–450. https://doi.org/10.1080/09500693.2020.1714094

    Article Google Scholar

  • Rajabi, Z., Soltani, A., & Alinejad, M. (2022). Analysis of elementary school science textbooks based on representation of components of the nature of science using Shannon entropy equations. Research in Curriculum Planning, 19(46), 181–194. [In Persian].

    Google Scholar

  • Reinisch, B., & Fricke, K. (2022). Broadening a nature of science conceptualization: Using school biology textbooks to differentiate the family resemblance approach. Science Education, 106(6), 1375–1407. https://doi.org/10.1002/sce.21729

    Article Google Scholar

  • Sharma, A., & Hudson, C. (2022). Depoliticization of educational reforms: The STEM story. Cultural Studies of Science Education, 17(2), 231–249. https://doi.org/10.1007/s11422-021-10024-0

    Article Google Scholar

  • Soltani, A. (2024). Portrayals of scientists in science textbooks of secondary schools in Iran: A qualitative study in the history of science. Science & Education, 27, 1–23. https://doi.org/10.1007/s11191-024-00522-2

    Article Google Scholar

  • Strauss, A., & Corbin, J. (1998). Basics of qualitative research: Techniques and procedures for developing grounded theory (2nd ed.). Sage.

    Google Scholar

  • Su, R., Jiang, Z., & Wei, B. (2023). Representations of nature of science in science textbooks: A Systematic review. Science & Education, 1–23. https://doi.org/10.1007/s11191-023-00475-y

  • The Islamic Republic of Iran Ministry of Education. (2012). National curriculum document. Ministry of Education. [In Persian].

    Google Scholar

  • Thomas, M. T. C. A. J., & Joy, A. T. (2006). Elements of information theory. Wiley-Interscience.

    Google Scholar

  • UNESCO (United Nations Educational, Scientific and Cultural Organization) (2021). Institute for statistics. Education and literacy, Education system. Available at: http://uis.unesco.org/en/country/ir

  • Wu, J. Y., & Erduran, S. (2024). Investigating scientists’ views of the family resemblance approach to nature of science in science education. Science & Education, 33(1), 73–102. https://doi.org/10.1007/s11191-021-00313-z

    Article Google Scholar

  • Yeh, Y. F., Erduran, S., & Hsu, Y. S. (2019). Investigating coherence about nature of science in science curriculum documents: Taiwan as a case study. Science & Education, 28, 291–310. https://doi.org/10.1007/s11191-019-00053-1

    Article Google Scholar

  • Zarei, E., & Hossein Nia, R. (2023). Analysis of high school chemistry textbooks used in Iran for representations of nature of science. Interchange, 54(2), 253–270. https://doi.org/10.1007/s10780-023-09490-y

    Article Google Scholar

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Correspondence to Asghar Soltani.

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Soltani, A. Presence and Absence of Social-Institutional Dimensions of Science in Secondary Education. Sci & Educ (2025). https://doi.org/10.1007/s11191-025-00659-8

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  • DOI https://doi.org/10.1007/s11191-025-00659-8

Keywords

  • Nature of science
  • Family resemblance approach
  • Science textbooks
  • Content analysis
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