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Assessing South China (Guangzhou) High School Students’ Views on Nature of Science: A Validation Study

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Abstract

Research on students’ views on nature of science (VNOS) in Asian countries such as China is notably lacking. This study aimed to develop and validate an instrument to measure South China high school students’ VNOS. Based on the previously acquired qualitative data, the instrument included seven VNOS dimensions which reflect the crucial aspects of NOS indicated by the literature and/or the dominating ideology in China (i.e., Marxism). A sample (N = 604) was randomly divided into two groups used for exploratory analyses and confirmatory analyses. The results indicated that the instrument expressed satisfactory reliability and validity and the seven NOS dimensions could be explained by a higher-order dimension. That is, the data of this study supported the multi-dimensional framework that treats VNOS as comprising several more-or-less correlated dimensions. Two distinct dimensions, namely “Accumulative-Empirical Source” and “Pragmatic Justification” which have not been explicitly specified in the past literature, were found. In addition, the Chinese high school students generally held a constructivist/relativist-oriented view of all seven dimensions. Differences in gender and grade level were hardly observed in any dimension of the instrument. The findings are further discussed through a socio-cultural lens to enrich the current understanding of VNOS.

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Notes

  1. See Chai et al. (2010), Chan and Elliott (2004), Forato et al. (2012), Hofer (2010), Ma (2012), Wan et al.(2013) as examples.

  2. For example, see Chai et al. (2012), Goh et al. (2013), Lin et al. (2013), Tao (2003).

References

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

    Article  Google Scholar 

  • Akerson, V. L., & Abd-El-Khalick, F. (2005). “How should I know what scientists do-I am just a kid”: Fourth grade students’ conceptions of nature of science. Journal of Elementary Science Education, 17(1), 1–11.

    Article  Google Scholar 

  • Akerson, V., & Donnelly, L. A. (2010). Teaching nature of science to K-2 students: What understandings can they attain? International Journal of Science Education, 32, 97–124.

    Google Scholar 

  • Akerson, V., Nargund-Joshi, V., Weiland, I., Pongsanon, K., & Avsar, B. (2014). What third-grade students of differing ability levels learn about nature of science after a year of instruction. International Journal of Science Education, 36, 244–276.

    Google Scholar 

  • Anderson, P. (1976). Considerations on Western Marxism. London: Verso.

    Google Scholar 

  • Bell, P., & Linn, M. C. (2000). Scientific arguments as learning artifacts: Designing for learning from the web with KIE. International Journal of Science Education, 22(8), 797–817.

    Article  Google Scholar 

  • Chai, C. S., Deng, F., & Tsai, C.-C. (2012). A comparison of scientific epistemological views between mainland China and Taiwan high school students. Asia Pacific Education Review, 13(1), 17–26.

    Article  Google Scholar 

  • Chai, C. S., Deng, F., Wong, B., & Qian, Y. Y. (2010). South China education major’s epistemological beliefs and their conceptions of nature of science. The Asia-Pacific Education Researcher, 19(1), 111–125.

    Google Scholar 

  • Chalmers, A. F. (1999). What is this thing called science?. Australia: University of Queensland Press.

    Google Scholar 

  • Chan, K.-W., & Elliott, R. G. (2004). Epistemological beliefs across cultures: Critique and analysis of beliefs structure studies. Educational Psychology, 24(2), 123–142.

    Article  Google Scholar 

  • Conley, A. M., Pintrich, P. R., Vekiri, I., & Harrison, D. (2004). Changes in epistemological beliefs in elementary science students. Contemporary Educational Psychology, 29, 186–204.

    Article  Google Scholar 

  • Deng, F. (2012). Facilitating high school students’ sophisticated argumentation about nature of science (NOS). (PhD Unpublished), Nanyang Technological University, Singapore.

  • Deng, F., Chen, W., Chai, C. S., & Qian, Y. Y. (2011a). Constructivist-oriented data-logging activities in Chinese chemistry classroom: Enhancing students’ conceptual understanding and their metacognition. The Asia-Pacific Education Researcher, 20(2), 207–221.

    Google Scholar 

  • Deng, F., Chen, D.-T., Tsai, C.-C., & Chai, C. S. (2011b). Students’ views of the nature of science: A critical review of research. Science Education, 95(6), 961–999. doi:10.1002/sce.20460.

    Article  Google Scholar 

  • Dogan, N., & Abd-El-Khalick, F. (2008). Turkish grade 10 students’ and science teachers’ conceptions of nature of science: A national study. Journal of Research in Science Teaching, 45(10), 1083–1112.

    Article  Google Scholar 

  • Forato, T. C., Martins, R. A., & Pietrocola, M. (2012). History and nature of science in high school: Building up parameters to guide educational materials and strategies. Science & Education, 21(5), 657–682.

    Article  Google Scholar 

  • Gil-Pérez, D., Guisasola, J., Moreno, A., Cachapuz, A., Pessoa-de-Carvalho, A., Martínez-Terrades, J., et al. (2002). Defending constructivism in science education. Science & Education, 11, 557–571.

    Article  Google Scholar 

  • Goh, A., Chai, C. S., & Tsai, C. C. (2013). Facilitating students’ development of their views on nature of science: A knowledge building approach. The Asia-Pacific Education Researcher, 22, 521–530.

  • Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis (7th ed.). Upper Saddle River, NJ: Pearson Education.

    Google Scholar 

  • Hofer, B. (2010). Personal epistemology in Asia: Burgeoning research and future directions. The Asia-Pacific Education Researcher, 19(1), 179–184.

    Google Scholar 

  • Huang, C.-M., Tsai, C.-C., & Chang, C.-Y. (2005). An investigation of Taiwanese early adolescents’ views about the nature of science. Adolescence, 40, 645–654.

    Google Scholar 

  • Karabenick, S. A., & Moosa, S. (2005). Culture and personal epistemology: U.S. and Middle Eastern students’ beliefs about scientific knowledge and knowing. Social Psychology of Education, 8, 375–393.

    Article  Google Scholar 

  • Khishfe, R. (2008). The development of seventh graders’ views of nature of science. Journal of Research in Science Teaching, 45(4), 470–496.

    Article  Google Scholar 

  • Khishfe, R., & Lederman, N. G. (2007). Relationship between instructional context and views of nature of science. International Journal of Science Education, 29(8), 939–961.

    Article  Google Scholar 

  • King, P., & Kitchener, K. (2002). The reflective judgment model: Twenty years of research on epistemic cognition. In B. Hofer & P. R. Pintrich (Eds.), Personal epistemology: The psychology of beliefs about knowledge and knowing (pp. 37–62). Mahwah, NJ: Lawrence Erlbaum.

    Google Scholar 

  • Kline, R. B. (2011). Principles and practice of structural equation modeling (3rd ed.). New York: The Guilford Press.

    Google Scholar 

  • Koksal, M. S., & Cakiroglu, J. (2010). Development of nature of science scale (NSS) for advanced students. Journal of Baltic Science Education, 9(2), 87–98.

    Google Scholar 

  • Kuhn, T. S. (1970). The structure of scientific revolutions. Chicago: The University of Chicago Press.

    Google Scholar 

  • Leach, J. (1999). Students’ understanding of the co-ordination of theory and evidence in science. International Journal of Science Education, 21, 789–806.

    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.

    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 Mahwah. NJ: Lawrence Erlbaum Associate Publishers.

    Google Scholar 

  • Li, J. (2003). U.S. and Chinese cultural beliefs about learning. Journal of Educational Psychology, 95(2), 258–267.

    Article  Google Scholar 

  • Lin, T.-J., Deng, F., Chai, C. S., & Tsai, C. C. (2013). High school students’ scientific epistemological beliefs, motivation in learning science, and their relationships: A comparative study within the Chinese culture. International Journal of Educational Development, 33(1), 37–47. doi:10.1016/j.ijedudev.2012.01.007.

    Article  Google Scholar 

  • Liu, S.-Y., & Lederman, N G. (2002). Taiwanese gifted students’ views of nature of science. School Science and Mathematics, 102, 114–123.

    Google Scholar 

  • Liu, S.-Y., & Tsai, C.-C. (2008). Differences in the scientific epistemological views of undergraduate students. International Journal of Science Education, 30(8), 1055–1073.

    Article  Google Scholar 

  • Losee, J. (2001). A historical introduction to the philosophy of science (4th ed.). Oxford: Oxford University Press.

    Google Scholar 

  • Ma, H. (2012). The images of science through cultural lenses: A Chinese study on the nature of science. The Netherlands: Sense Publishers.

    Book  Google Scholar 

  • Mao, Z. (1986). 毛澤東著作選讀 (Selected works of Mao Zedong). Beijing: People’s Publishing House.

    Google Scholar 

  • Marx, K., & Engels, F. (1970). The German ideology. London: Lawrence & Wishert.

    Google Scholar 

  • Marx, K., & Engels, F. (1976). Collected works. London: Lawrence & Wishert.

    Google Scholar 

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

    Google Scholar 

  • Noar, S. M. (2003). The role of structural equation modeling in scale development. Structural Equation Modeling, 10(4), 622–647.

    Article  Google Scholar 

  • Ozkal, K., Tekkaya, C., Sungur, S., Cakiroglu, J., & Cakiroglu, E. (2011). Elementary students’ scientific epistemological beliefs in relation to socio-economic status and gender. Journal of Science Teacher Education, 22, 115–127.

    Article  Google Scholar 

  • Parsons, E. L., & Carlone, H. B. (2013). Culture and science education in the 21st century: Extending and making the cultural box more inclusive. Journal of Research in Science Teaching, 50(1), 1–11.

    Article  Google Scholar 

  • Qian, G., & Pan, J. (2002). A comparison of epistemological beliefs and learning from Science text between American and Chinese high school students. In B. K. Hofer & P. R. Pintrich (Eds.), Personal epistemology: The psychology of beliefs about knowledge and knowing (pp. 365–386). Mahwah, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  • Roth, W.-M., & Lucas, K. B. (1997). From “truth” to “invented reality”: A discourse analysis of high school physics students’ talk about scientific knowledge. Journal of Research in Science Teaching, 34(2), 145–179.

    Article  Google Scholar 

  • Sandoval, W. A., & Morrison, K. (2003). High school students’ ideas about theories and theory change after a biological inquiry unit. Journal of the Research in Science Teaching, 40(4), 369–392.

    Article  Google Scholar 

  • Solomon, J., Scott, L., & Duveen, J. (1996). Large-scale exploration of pupils’ understanding of the nature of science. Science Education, 80(5), 493–508.

    Article  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.

    Article  Google Scholar 

  • Stathopoulou, C., & Vosniadou, S. (2007). Exploring the relationship between physics-related epistemological beliefs and physics understanding. Contemporary Educational Psychology, 32, 255–281.

    Article  Google Scholar 

  • Tao, P. K. (2003). Eliciting and developing junior secondary students’ understanding of the nature of science through a peer collaboration instruction in science stories. International Journal of Science Education, 25(2), 147–171.

    Article  Google Scholar 

  • Thompson, B. (2008). Exploratory and confirmatory factor analysis: Understanding concepts and applications (3rd ed.). Washington, DC: American Psychology Association.

    Google Scholar 

  • Tsai, C.-C. (1998). An analysis of scientific epistemological beliefs and learning orientations of Taiwanese Eighth graders. Science Education, 82, 473–489.

    Article  Google Scholar 

  • Tsai, C.-C. (1999). The progression toward constructivist epistemological views of science: A case study of the STS instruction of Taiwanese high school female students. International Journal of Science Education, 21(11), 1201–1222.

    Article  Google Scholar 

  • Tsai, C.-C. (2006). Reinterpreting and reconstructing science: Teachers’ view changes toward the nature of science by courses of science education. Teaching and Teacher Education, 22, 363–375.

    Google Scholar 

  • Tsai, C.-C., & Liu, S.-Y. (2005). Developing a multi-dimensional instrument for assessing students’ epistemological views toward science. International Journal of Science Education, 27(13), 1621–1638.

    Article  Google Scholar 

  • Wan, Z. H., Wong, S. L., & Zhan, Y. (2013). When nature of science meets Marxism: Aspects of nature of science taught by Chinese science teacher educators to prospective science teachers. Science & Education, 22(5), 1115–1140.

    Article  Google Scholar 

  • Wong, B., & Chai, C. S. (2010). Asian personal epistemologies and beyond: Overview and some reflections. The Asia-Pacific Education Researcher, 19(1), 1–6.

    Google Scholar 

  • Wu, Y.-T., & Tsai, C.-C. (2011). High school students’ informal reasoning regarding a socio-scientific issue, with relation to scientific epistemological beliefs and cognitive structures. International Journal of Science Education, 33(3), 371–400.

    Article  Google Scholar 

  • Zemplén, G. Á. (2009). Putting sociology first: Reconsidering the role of the social in ‘nature of science’ education. Science & Education, 18(5), 525–559.

    Article  Google Scholar 

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Correspondence to Tzung-Jin Lin.

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Deng, F., Chai, C.S., Tsai, CC. et al. Assessing South China (Guangzhou) High School Students’ Views on Nature of Science: A Validation Study. Sci & Educ 23, 843–863 (2014). https://doi.org/10.1007/s11191-013-9674-6

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