Skip to main content

Advertisement

Log in

Representations of the Nature of Science in South African Physical Sciences Textbooks on Electricity and Magnetism

  • Article
  • Published:
Science & Education Aims and scope Submit manuscript

Abstract

Developing students’ understanding of and about science is an important educational goal. Learning the nature of science (NOS) has been recognized as a critical component of science literacy, affecting how students (our future citizens) make informed decisions. Textbooks can be useful teaching materials if the content presented aligns with curriculum guidelines, but they may not completely satisfy students’ learning needs. The reconceptualized FRA to NOS (RFN) offers a framework for teachers and students seeking to unpack and construct a comprehensive understanding of NOS. The present research analysed how NOS was represented in three chapters addressing magnetism and electricity in three high school textbooks published in South Africa. Using the 11 RFN categories and four levels of information explicitness criteria as analytical tools, we found that scientific practices, scientific knowledge, and social values were the three most frequently used NOS representations. Textbook excerpts representing these three RFN categories at different levels of information explicitness were also discussed in order to show how the target RFN were represented on this topic. Chronological diagrams were employed to denote how NOS representations interacted with one another, as well as reveal the level of information explicitness. Finally, the identified learning goals proposed by the textbooks were analysed to see how the NOS-related content aligned with the learning goals from the RFN perspective.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Data Availability

The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.

Code Availability

N/A.

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.

    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.

    Google Scholar 

  • Abd-El-Khalick, F., Waters, M., & Le, A. P. (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.

    Google Scholar 

  • Abd-El-Khalick, F., Myers, J. Y., Summers, R., Brunner, J., Waight, N., Wahbeh, N., & Belarmino, J. (2017). A longitudinal analysis of the extent and manner of representations of nature of science in US high school biology and physics textbooks. Journal of Research in Science Teaching, 54(1), 82–120.

    Google Scholar 

  • Abd-El-Khalick, F. (2013). Target nature of science aspects. Nature of science textbook analysis methods, 1–2. Illinois: University of Illinois at Urbana-Champaign

  • Akgun, S., & Kaya, E. (2020). How do university students perceive the nature of science? Science & Education, 1–32.

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

    Google Scholar 

  • American Association for the Advancement of Science. (2009). Benchmarks for scientific literacy (revised). Retrieved May 20, 2022, from https://www.aaas.org/resources/benchmarks-science-literacy

  • Aydin, S., & Tortumlu, S. (2015). The analysis of the changes in integration of nature of science into Turkish high school chemistry textbooks: Is there any development? Chemistry Education Research and Practice, 16(4), 786–796.

    Google Scholar 

  • Bensaude-Vincent, B. (2006). Textbooks on the map of science studies. Science and Education, 15(7–8), 667–670. https://doi.org/10.1007/s11191-005-1243-1

    Article  Google Scholar 

  • Berland, L. K., Schwarz, C. V., Krist, C., Kenyon, L., Lo, A. S., & Reiser, B. J. (2016). Epistemologies in practice: Making scientific practices meaningful for students. Journal of Research in Science Teaching, 53(7), 1082–1112. https://doi.org/10.1002/tea.21257

    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.

    Google Scholar 

  • Cohen, J. (1960). A coefficient of agreement for nominal scales. Educational and Psychological Measurement, 20, 37–46.

  • Cullinane, A. (2018). Incorporating nature of science into initial science teacher education. Unpublished PhD dissertation. University of Limerick, Ireland

  • Dagher, Z. R., & Erduran, S. (2016). Reconceptualizing the nature of science for science education: Why does it matter? Science & Education, 25, 147–164.

    Google Scholar 

  • Department of Basic Education [DBE]. (2011). Curriculum and assessment policy statement (intermediate phase grades 4–6) – natural sciences and technology. Pretoria: Government Printer.

    Google Scholar 

  • Department of Basic Education [DBE]. (2011). Curriculum and assessment policy statement (senior phase grades 7–9) – natural sciences. Pretoria: Government Printer.

    Google Scholar 

  • Department of Basic Education [DBE]. (2011a). Curriculum and assessment policy statement (Further Education and Training Phase Grades 10–12) - Physical Sciences. Pretoria: Government Printer.

  • Dilley, L., Hall, M., Ndwandwe, M., & Tsipa, A. (2005). Focus on Physical Sciences. South Africa: Maskew Miller Longman.

  • Driver, R., Leach, J., & Millar, R. (1996). Young people’s images of science. McGraw-Hill Education (UK)

  • Edelson, D. C. (2001). Learning-for-use: A framework for integrating content and process learning in the design of inquiry activities. Journal of Research in Science Teaching, 38(3), 355–385.

    Google Scholar 

  • Erduran, S., & Dagher, Z. R. (2014a). Reconceptualizing nature of science for science education. In Reconceptualizing the nature of science for science education (pp. 1–18). Springer, Dordrecht

  • 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.

    Google Scholar 

  • Erduran, S., & Kaya, E. (2018). Drawing nature of science in pre-service science teacher education: Epistemic insight through visual representations. Research in Science Education, 48(6), 1133–1149.

    Google Scholar 

  • Erduran, S., & Kaya, E. (2019). Transforming teacher education through the epistemic core of chemistry: Empirical evidence and practical strategies. Switzerland: Springer Nature Switzerland.

    Google Scholar 

  • Grayson, D., Harris, L., McKenzie, B., & Schreuder, B. (2011). Platinum Physical Sciences. Cape Town, SA: Maskew Miller Longman.

    Google Scholar 

  • Guisasola, J., Almudí, J. M., & Furió, C. (2005). The nature of science and its implications for physics textbooks. Science & Education, 14(3), 321–328.

    Google Scholar 

  • Herman, B. C., Clough, M. P., & Olson, J. K. (2017). Pedagogical reflections by secondary science teachers at different NOS implementation levels. Research in Science Education, 47, 161–184. https://doi.org/10.1007/s11165-015-9494-6

    Article  Google Scholar 

  • Hodson, D. (2014). Learning science, learning about science, doing science: Different goals demand different learning methods. International Journal of Science Education, 36(15), 2534–2553.

    Google Scholar 

  • Hoffman, R., & Torrence, V. (1993). Chemistry imagined: Reflections on science. Smithsonian Institution Press.

    Google Scholar 

  • Irez, S. (2009). Nature of science as depicted in Turkish biology textbooks. Science Education, 93(3), 422–447.

    Google Scholar 

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

  • 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.

    Google Scholar 

  • Kaya, E., & Erduran, S. (2016). From FRA to RFN, or how the family resemblance approach can be transformed for science curriculum analysis on nature of science. Science & Education, 25, 1115–1133.

    Google Scholar 

  • Kaya, E., Erduran, S., Aksoz, B., & Akgun, S. (2019). Reconceptualised family resemblance approach to nature of science in pre-service science teacher education. International Journal of Science Education, 41(1), 21–47.

    Google Scholar 

  • Kelder, K. H. (2013). Study & master physical sciences, grade 10. Cambridge University Press.

    Google Scholar 

  • Khishfe, R., & Abd-El-Khalick, F. (2002). Influence of explicit and reflective versus implicit inquiry-oriented instruction on sixth graders views of nature of science. Journal of Research in Science Teaching, 39, 551–578.

    Google Scholar 

  • Khishfe, R., & Lederman, N. (2006). Teaching nature of science within a controversial topic: Integrated versus non-integrated. Journal of Research in Science Teaching, 43(4), 395–418.

    Google Scholar 

  • Klassen, S. (2009). Identifying and addressing student difficulties with the millikan oil drop experiment. Science & Education, 18(5), 593–607.

    Google Scholar 

  • Le Grange, L. (2008). The history of biology as a school subject and developments in the subject in contemporary South Africa. Southern African Review of Education, 14(3), 89–105.

    Google Scholar 

  • Lederman, N. G. (1992). Students’ and teachers’ conceptions about the nature of science: A review of the research. Journal of Research in Science Teaching, 29, 331–359.

    Google Scholar 

  • Lederman, N. G. (2007). Nature of science: Past, present and future. In S. K. Abell, K. Appleton, & D. Hanuscin (Eds.), Handbook of Research in Science Education (pp. 831–880). Taylor & Francis Group.

    Google Scholar 

  • Lederman, N. G. (2019). Contextualizing the relationship between nature of scientific knowledge and scientific inquiry. Science & Education, 28(3), 249–267.

    Google Scholar 

  • Lederman, N. G., & Lederman, J. S. (2014). Research on Teaching and Learning of Nature of Science. In N. G. Lederman & S. K. Abell (Eds.), Handbook of research on science education (Vol. II, 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.

    Google Scholar 

  • Lederman, N. G., Lederman, J. S., & Antink, A. (2013). Nature of science and scientific inquiry as contexts for the learning of science and achievement of scientific literacy. International Journal of Education in Mathematics, Science and Technology, 1(3), 138–147.

    Google Scholar 

  • Leite, L. (1999). Heat and temperature: An analysis of how these concepts are dealt with in textbooks. European Journal of Teacher Education, 22(1), 75–88.

    Google Scholar 

  • Liang, L. L., Chen, S., Chen, X., Kaya, O. N., Adams, A. D., Macklin, M., & Ebenezer, J. (2009). Preservice teachers’ views about nature of scientific knowledge development: An international collaborative study. International Journal of Science and Mathematics Education, 7(5), 987–1012.

    Google Scholar 

  • Malcolm, C., & Alant, B. (2004). Finding direction when the ground is moving: Science education research in South Africa. Studies in Science Education, 40, 49–104.

    Google Scholar 

  • Matthews, M. (2012). Changing the focus: From nature of science (NOS) to features of science (FOS). In M. S. Khine (Ed.), Advances in nature of science research (pp. 3–26). Springer.

    Google Scholar 

  • McComas, W. F. (2003). A textbook case of the nature of science: Laws and theories in the science of biology. International Journal of Science and Mathematics Education, 2, 141–155. https://doi.org/10.1023/B:IJMA.0000016848.93930.9c

    Article  Google Scholar 

  • McComas, W. F. (2008). Seeking historical examples to illustrate key aspects of the nature of science. Science & Education, 17(2), 249–263.

    Google Scholar 

  • McComas, W. F., & Olson, J. K. (1998). The nature of science in international science education standards documents. In The nature of science in science education (pp. 41–52). Springer, Dordrecht.

  • McComas, W. F., Clough, M. P., & Almazroa, H. (1998). The role and character of the nature of science in science education. In The nature of science in science education (pp. 3–39). Springer, Dordrecht

  • McDonald, C. V. (2017). Exploring representations of nature of science in Australian junior secondary school science textbooks: A case study of genetics. In C. V. McDonald & F. Abd-El-Khalick (Eds.), Representations of Nature of Science in School Science Textbooks: A global perspective (pp. 98–117). Routledge.

    Google Scholar 

  • McHugh, M. L. (2012). Interrater reliability: The kappa statistic. Biochemia Medica, 22(3), 276–282.

    Google Scholar 

  • McKinney, C. (2005). Textbooks for diverse learners: A critical analysis of learning materials used in South African schools. HSRC Press.

    Google Scholar 

  • National Research Council. (2012). A framework for K-12 science education: Practices, crosscutting concepts, and core ideas. National Academies Press.

    Google Scholar 

  • National Science Teachers Association (1982). Science-technology-society: Science education for the 1980s. Author.

    Google Scholar 

  • NGSS Lead States. (2013). Next generation science standards: For states, by states. The National Academy Press.

    Google Scholar 

  • Niaz, M. (2014). Science textbooks: The role of history and philosophy of science. In M. Matthews (Ed.), International Handbook of Research in History, Philosophy and Science Teaching. Dordrecht: Springer. https://doi.org/10.1007/978-94-007-7654-8_44

    Chapter  Google Scholar 

  • Olsen, J. K. (2018). The inclusion of the nature of science in nine recent international science education standards documents. Science & Education, 27, 637–660.

    Google Scholar 

  • Organisation for Economic Co-operation and Development [OECD]. (2016). PISA 2015 assessment and analytical framework: Science, reading, mathematic and financial literacy. Paris: OECD Publishing

  • Osborne, J., Collins, S., Ratcliffe, M., & Millar, R. (2003). What “ideas about science” should be taught in school science? A Delphi study of the expert community. Journal of Research in Science Teaching, 40(7), 692–720.

    Google Scholar 

  • Padayachee, K. (2012). A study on the analysis and use of life sciences textbooks for the nature of science. Unpublished master’s dissertation, University of Johannesburg

  • Ramnarain, U. & Padayachee, K. (2015). A comparative analysis of South African Life Sciences and Biology textbooks for the inclusion of the nature of science. South African Journal of Education, 35(1), 1–8.

  • Ramnarain, U. D & Chanetsa, T. (2016). An analysis of South African grade 9 natural sciences textbooks for their representation of nature of science. International Journal of Science Education, 38(6), 922–933.

  • Reiser, B. J., Novak, M., & McGill, T. A. (2017). Coherence from the students’ perspective: Why the vision of the framework for K-12 science requires more than simply “combining” three dimensions of science learning. Paper prepared for the Board on Science Education Workshop “Instructional Materials for the Next Generation Science Standards.”

  • Schiffer, H., & Guerra, A. (2015). Electricity and vital force: Discussing the nature of science through a historical narrative. Science & Education, 24(4), 409–434.

    Google Scholar 

  • Songer, N. B., & Linn, M. C. (1991). How do students’ views of science influence knowledge integration? Journal of Research in Science Teaching, 28(9), 761–784.

    Google Scholar 

  • Stern, L., & Roseman, J. E. (2004). Can middle-school science textbooks help students learn important ideas? Findings from Project 2061’s curriculum evaluation study: Life science. Journal of Research in Science Teaching: The Official Journal of the National Association for Research in Science Teaching, 41(6), 538–568.

    Google Scholar 

  • Swanepoel, S. (2010). The assessment of the quality of science education textbooks: Conceptual framework and instruments for analysis. PhD dissertation. Pretoria: University of South Africa. Available at http://uir.unisa.ac.za/bitstream/handle/10500/4041/thesis_swanepoel_s.pdf. Accessed 6 Nov 2014.

  • Taylor, N., & Vinjevold, P. (1999). Getting learning right: Report of the president’s education initiative research project. Johannesburg: Joint Education Trust.

    Google Scholar 

  • Upahi, J. E., Ramnarain, U., & Ishola, I. S. (2020). The nature of science as represented in chemistry textbooks used in Nigeria. Research in Science Education, 50(4), 1321–1339.

    Google Scholar 

  • Van Dijk, T. A. (1982). Episodes as units of discourse analysis. Analyzing discourse: Text and talk, 177–195.

  • Vesterinen, V. M., Aksela, M., & Lavonen, J. (2013). Quantitative analysis of representations of nature of science in Nordic upper secondary school textbooks using framework of analysis based on philosophy of chemistry. Science & Education, 22(7), 1839–1855.

    Google Scholar 

  • Wong, S. L., & Hodson, D. (2009). From the horse’s mouth: What scientists say about scientific investigation and scientific knowledge. Science Education, 93(1), 109–130.

    Google Scholar 

  • Wong, S. L., & Hodson, D. (2010). More from the horse’s mouth: What scientists say about science as a social practice. International Journal of Science Education, 32(11), 1431–1463.

    Google Scholar 

  • Yang, S., Park, W., & Song, J. (2020). Representations of nature of science in new Korean Science textbooks: The case of “scientific inquiry and experimentation.” In Teo, T. W., Tan, A.-L., & Ong, Y. S. (eds.), Science education in the 21st century: Re-searching issues that matter from different lenses (p. 19–35). Singapore: Springer

  • Yeh, Y,-F., Erduran, S., & Hsu, Y.-S. (2019). Investigating coherence about nature of science in science curriculum documents. Science & Education, 28, 291–310.

Download references

Funding

This research is supported by the National Science and Technology Council (MOST 109-2511-H-003-021-MY2). 

Author information

Authors and Affiliations

Authors

Contributions

All authors contributed to the study conception and design. The first and second authors drafted the manuscript; the third and fourth authors made some data analysis; the last two authors contributed research ideas in research meetings.

Corresponding author

Correspondence to Yi-Fen Yeh.

Ethics declarations

Ethics Approval

Ethics approval for survey studies is not required.

Consent to Participant

Informed consent was obtained from all individual participants included in the study.

Consent for Publication

The authors affirm that human research participants provided informed consent for the survey data to be analysed and presented.

Conflict of Interest

The authors declare no competing interests.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor 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.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yeh, YF., Dhurumraj, T. & Ramnarain, U. Representations of the Nature of Science in South African Physical Sciences Textbooks on Electricity and Magnetism. Sci & Educ 32, 1537–1559 (2023). https://doi.org/10.1007/s11191-022-00370-y

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11191-022-00370-y

Keywords

Navigation