Abstract
This paper describes Spanish science teachers’ thinking about issues concerning the nature of science (NOS) and the relationships connecting science, technology, and society (STS). The sample consisted of 774 in-service and pre-service teachers. The participants responded to a selection of items from the Questionnaire of Opinions on Science, Technology & Society in a multiple response model. These data were processed to generate the invariant indices that are used as the bases for subsequent quantitative and qualitative analyses. The overall results reflect moderately informed conceptions, and a detailed analysis by items, categories, and positions reveals a range of positive and negative conceptions about the topics of NOS dealt with in the questionnaire items. The implications of the findings for teaching and teacher training on the themes of NOS are discussed.
Similar content being viewed by others
Notes
The set of 30 items selected from COCTS in the study is available at: http://www.oei.es/COCTS/esp/index.html.
Available at: http://na-serv.did.gu.se/teknik/teknikpdf/voststasks.pdf.
References
AAAS, American Association for the Advancement of Science. (1993). Benchmarks for science literacy. New York: Oxford University Press.
Abd-El-Khalick, F. (2006). Pre-service and experienced biology teachers’ global and specific subject matter structures: implications for conceptions of pedagogical content knowledge. Eurasia Journal of Mathematics, Science and Technology Education, 2(1), 1–29, http://www.ejmste.com/.
Abd-El-Khalick, F., & BouJaoude, S. (1997). An exploratory study of the knowledge base for science teaching. Journal of Research in Science Teaching, 34(7), 673–699.
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.
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.
Abell, S. K., & Smith, D. C. (1994). What is science? Pre-service elementary teachers’ conceptions of the nature of science. International Journal of Science Education, 16, 475–487.
Acevedo, J. A. (2009a). Conocimiento didáctico del contenido para la enseñanza de la naturaleza de la ciencia (II): una perspectiva [Pedagogical content knowledge for teaching nature of science (II): a perspective]. Revista Eureka sobre Enseñanza y Divulgación de las Ciencias, 6(2), 164–189.
Acevedo, J. A. (2009b). Enfoques explícitos versus implícitos en la enseñanza de la naturaleza de la ciencia [Explicit versus implicit approaches for teaching the nature of science]. Revista Eureka sobre Enseñanza y Divulgación de las Ciencias, 6(3), 355–386.
Acevedo, J. A., Acevedo, P., Manassero, M. A., & Vázquez, A. (2001). Avances metodológicos en la investigación sobre evaluación de actitudes y creencias CTS [Methodological advances in research on STS attitudes and beliefs evaluation]. Revista Iberoamericana de Educación. Retrieved October, 31, 2010, from http://www.campus-oei.org/revista/deloslectores/Acevedo.PDF
Acevedo, J. A., Vázquez, A., Manassero, M. A., & Acevedo, P. (2007). Consensos sobre la naturaleza de la ciencia: fundamentos de una investigación empírica [Consensuses on the nature of science: basis of an empirical research]. Revista Eureka sobre Enseñanza y Divulgación de las Ciencias, 4(1), 42–66. Retrieved September, 30, 2010, from http://www.apac-eureka.org/revista/Larevista.htm.
Aguirre, J. M., Haggerty, S. M., & Linder, C. J. (1990). Student-teachers’ conceptions of science, teaching and learning: a case study in pre-service science education. International Journal of Science Education, 12(4), 381–390.
Aikenhead, G. S., & Ryan, A. G. (1992). The development of a new instrument: “Views on science-technology-society” (VOSTS). Science Education, 76(5), 477–491.
Aikenhead, G. S., Ryan, A. G., & Désautels, J. (1989). Monitoring students’ views on science-technology-society topics. A paper presented at the Annual Meeting of the National Association for Research in Science Teaching, San Francisco, CA
Aikenhead, G. S., Ryan, A. G., & Fleming, R. W. (1989). Views on science-technology-society (form CDN.mc.5). Saskatoon (Canada): Department of Curriculum Studies, University of Saskatchewan. Retrieved October, 2, 2010, from http://www.usask.ca/education/people/aikenhead/vosts.pdf.
Akerson, V. L., Cullen, T. A., & Hanson, D. L. (2009). Fostering a community of practice through a professional development program to improve elementary teachers’ views of nature of science and teaching practice. Journal of Research in Science Teaching, 46, 1090–1113.
Akerson, V. L., & Hanuscin, D. L. (2007). Teaching nature of science through inquiry: The results of a three-year professional development program. Journal of Research in Science Teaching, 44, 653–680.
Allchin, D. (2011). Evaluating knowledge of the nature of (whole) Science. Science Education, 95(3), 518–542.
Bartholomew, H., Osborne, J., & Ratcliffe, M. (2004). Teaching students “ideas-about-science”: five dimensions of effective practice. Science Education, 88, 655–682.
Bencze, J. L., Bowen, G. M., & Alsop, S. (2006). Teachers’ tendencies to promote student-led science projects: Associations with their views about science. Science Education, 90(3), 400–419.
Botton, C., & Brown, C. (1998). The reliability of some VOSTS items when used with preservice secondary science teachers in England. Journal of Research in Science Teaching, 35, 53–71.
Brickhouse, N. W. (1990). Teachers’ beliefs about the nature of science and their relationship to classroom practice. Journal of Teacher Education, 41, 53–62.
Brickhouse, N., & Bodner, G. M. (1992). The beginning Science teacher: classroom narratives of convictions and constraints. Journal of Research in Science Teaching, 29, 471–485.
Celik, S., & Bayrakçeken, S. (2006). The effect of a ‘Science, Technology and Society’ course on prospective teachers’ conceptions of the nature of science. Research in Science & Technological Education, 24(2), 255–273.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences. Hillsdale: Lawrence Earlbaum Associates.
Dass, P. M. (2005). Understanding the nature of scientific enterprise (nose) through a discourse with its history: the influence of an undergraduate ‘history of science’ course. International Journal of Science and Mathematics Education, 3, 87–115.
DeBoer, G. E. (2000). Scientific literacy: another look at its historical and contemporary meanings and its relationship to science education reform. Journal of Research in Science Teaching, 37(6), 582–601.
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.
Driver, R., Leach, J., Millar, R., & Scott, P. (1996). Young people’s images of science. Buckingham: Open University Press.
Eagly, A. H., & Chaiken, S. (1993). The psychology of attitudes. Forth Worth: Harcourt Brace College Publishers.
García-Carmona, A., Vázquez, A., & Manassero, M. A. (2011). Estado actual y perspectivas de la enseñanza de la naturaleza de la ciencia: una revisión de las creencias y obstáculos del profesorado [Current status and prospects about teaching the nature of science: a review of teachers' beliefs and obstacles]. Enseñanza de las Ciencias, 29(3), 403–412.
Guisasola, J., & Morentin, M. (2007). ¿Comprenden la naturaleza de la ciencia los futuros maestros y maestras de Educación Primaria? [Do future teachers of Primary Education understand the nature of science?]. Revista Electrónica de Enseñanza de las Ciencias, 6(2), 246–262.
Haidar, A. H. (1999). Emirates pre-service and in-service teachers’ views about the nature of Science. International Journal of Science Education, 21, 807–822.
Hanuscin, D. L., Akerson, V. L., & Phillipson-Mower, T. (2006). Integrating nature of science instruction into a physical science content course for pre-service elementary teachers: NOS views of teaching assistants. Science Education, 90(5), 912–935.
Hashweh, M. Z. (1987). Effects of subject matter knowledge in the teaching of biology and physics. Teaching and Teacher Education, 3, 109–120.
Hogan, T., Rabinowitz, M., & Craven, J. A., III. (2003). Representation in teaching: inferences from research of expert and novice teachers. Educational Psychologist, 38(4), 235–247.
Irez, S. (2006). Are we prepared? An assessment of pre-service science teacher educators’ beliefs about nature of science. Science Education, 90, 1113–1143.
Kang, S., Scharmann, L. C., & Noh, T. (2005). Examining students’ views on the nature of science: results from Korean 6th, 8th, and 10th graders. Science Education, 89(2), 314–334.
King, B. B. (1991). Beginning teachers’ knowledge of and attitudes toward history and philosophy of science. Science Education, 75(1), 135–141.
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.
Lederman, N. G. (1999). Teachers’ understanding of the nature of science and classroom practices: factors that facilitate or impede the relationship. Journal of Research in Science Teaching, 36(8), 916–929.
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). Mahwah: Lawrence Erlbaum Associates.
Lederman, N. G., Wade, P. D., & Bell, R. L. (1998). Assessing understanding of the nature of science: a historical perspective. In W. F. McComas (Ed.), The nature of science in science education: rationales and strategies (pp. 331–350). Dordrecht: Kluwer Academic Publishers.
Lederman, N. G., Schwartz, R., Abd-El-Khalick, F., & Bell, R. F. (2001). Preservice teachers’ understanding and teaching of the nature of science: an intervention study. Canadian Journal of Science, Mathematics, and Technology Education, 1(2), 135–160.
Lederman, N. G., Abd-El-Khalick, F., Bell, R. L., & Schwartz, R. (2002). Views of nature of science questionnaire (VNOS): toward valid and meaningful assessment of learners’ conceptions of nature of science. Journal of Research in Science Teaching, 39(6), 497–521.
Liang, L. L., Chen, S., Chen, X., Kaya, O. N., Adams, A. D., Macklin, M., & Ebenezer, J. (2009). Pre-service teachers’ views about nature of scientific knowledge development: an international collaborative study. International Journal of Science and Mathematics Education, 7, 987–1012.
Lin, H. S., & Chen, C.-C. (2002). Promoting pre-service chemistry teachers’ understanding about the nature of science through history. Journal of Research in Science Teaching, 39(9), 773–792.
Liu, S. Y., & Lederman, N. G. (2007). Exploring prospective teachers’ worldviews and conceptions of nature of science. International Journal of Science Education, 29(10), 1281–1307.
Ma, H. (2009). Chinese secondary school science teachers’ understanding of the nature of science-emerging from their views of nature. Research in Science Education, 39(5), 701–724.
Manassero, M. A., & Vázquez, A. (1998). Opinions sobre ciència, tecnologia i societat [Opinions on Science, Technology and Society]. Palma de Mallorca: Govern Balear, Conselleria d'Educació, Cultura i Esports.
Manassero, M. A., & Vázquez, A. (2000). Creencias del profesorado sobre la naturaleza de la ciencia [Teachers’ beliefs about the nature of science]. Revista Interuniversitaria de Formación del Profesorado, 37, 187–208.
Manassero, M. A., Vázquez, A., & Acevedo, J. A. (2001). Avaluació dels temes de ciència, tecnologia i societat [Assessment of Science, Technology and Society issues]. Palma de Mallorca: Conselleria d’Educació i Cultura del Govern de les Illes Ballears.
Manassero, M. A., Vázquez, A., & Acevedo, J. A. (2003a). Cuestionario de opiniones sobre ciencia, tecnología y sociedad (COCTS) [Questionnaire of opinions on science, technology and society]. Princeton, NJ: Educational Testing Service.
Manassero, M. A., Vázquez, A., & Acevedo, J. A. (2003b). Views on science-technology-society questionnaire: Categories and applications. Paper presented at the 4th Conference of the European Science Education Research Association (ESERA) on the Research and the Quality of Science Education, Noordwijkerhout, The Netherlands.
Martin-Hansen, L. M. (2008). First-year college students’ conflict with religion and science. Science Education, 17, 317–357.
Mbajiorgu, N. M., & Ali, A. (2003). Relationship between STS approach, scientific literacy, and achievement in biology. Science Education, 87, 31–39.
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 Academic Publishers.
Mellado, V. (1998). The classroom practice of pre-service teachers and their conceptions of teaching and learning science. Science Education, 82, 197–214.
Millar, R. (2005). Contextualised science courses: Where next? In P. Nentwig & D. Waddington (Eds.), Making it relevant. Context based learning of science (pp. 323–346). Waxmann Münster: New York.
Millar, R. (2006). Twenty First Century Science: insights from the design and implementation of a scientific literacy approach in school science. International Journal of Science Education, 28(13), 1499–1521.
Millar, R., & Osborne, J. (Eds.). (1998). Beyond 2000: Science education for the future. London: King’s College.
Nott, M., & Wellington, J. (1993). Science education notes: your nature of science profile—An activity for science teachers. School Science Review, 75(270), 109–112.
NSTA, National Science Teachers Association (2000). National Science Teachers Association position statement: the nature of science. Retrieved May 18, 2007, from http://www.nsta.org/159&psid=22
Nunes, M. do C. (1996). Construction of an instrument for detecting 2nd cycle students’ points of view on science-technology-society. Unpublished M. Ed. Thesis. Lisbon, Portugal: Centro de Investigação em Educação, Faculdade de Ciências, University of Lisbon
Osborne, J., Collins, S., Ratcliffe, M., Millar, R., & Duschl, 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.
Rubba, P. A., & Harkness, W. L. (1993). Examination of pre-service and in-service secondary science teachers’ conceptions about Science-Technology-Society interactions. Science Education, 77(4), 407–431.
Rubba, P. A., Schoneweg, C. S., & Harkness, W. J. (1996). A new scoring procedure for the Views on Science-Technology-Society instrument. International Journal of Science Education, 18(4), 387–400.
Rudolph, J. L. (2000). Reconsidering the ‘nature of science’ as a curriculum component. Journal of Curriculum Studies, 32(3), 403–419.
Sanders, L. R., Borko, H., & Lockard, J. D. (1993). Secondary science teachers’ knowledge base when teaching science courses in and out of their area of certification. Journal of Research in Science Teaching, 30, 723–736.
Schwartz, R., Lederman, N. G., & Crawford, B. A. (2004). Developing views of nature of science in an authentic context: an explicit approach to bridging the gap between nature of science and scientific inquiry. Science Education, 88(4), 610–645.
Shulman, L. S. (1986). Those who understand: Knowledge growth in teaching. Educational Researcher, 15, 4–14.
Smith, M. U., & Scharmann, L. C. (1999). Defining versus describing the nature of science: a pragmatic analysis of classroom teachers and science education. Science Education, 83(4), 493–509.
Spector, B., Strong, P., & Laporta, T. (1998). Teaching the nature of science as an element of science, technology and society. In W. F. McComas (Ed.), The nature of science in science education: rationales and strategies (pp. 267–276). Dordrecht: Kluwer Academic Publishers.
Tairab, H. H. (2001a). Pre-service teachers’ views of the nature of science and technology before and after a science teaching methods course. Research in Education, 65, 81–87.
Tairab, H. H. (2001b). How do Pre-service and In-service Science Teachers View the Nature of Science and Technology? Research in Science & Technological Education, 19, 235–250.
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(3), 147–171.
Tedman, D. K. (2005). Science teachers’ views on science, technology and society issues. In S. Alagumalai, D. D. Curtis, & N. Hungi (Eds.), Applied rasch measurement: A book of exemplars (pp. 227–249). Dordrecht: Springer.
Tedman, D. K., & Keeves, J. P. (2001). The development of scales to measure students’ teachers’ and scientists’ views on STS. International Education Journal, 2, 20–48.
Tsai, C.-C. (2007). Teachers’ scientific epistemological views: the coherence with instruction and students’ views. Science Education, 91(2), 222–243.
Tsui, A. B. M. (2009). Distinctive qualities of expert teachers. Teachers and Teaching, 15, 421–439.
Vázquez, A., & Manassero, M. A. (1999). Response and scoring models for the ‘Views on Science-Technology-Society’ Instrument. International Journal of Science Education, 21(3), 231–247.
Vázquez, A., Manassero, M. A., & Acevedo, J. A. (2005). Quantitative analysis of complex multiple-choice items in science technology and society: Item scaling. Revista Electrónica de Investigación Educativa, 7(1). Retrieved May 21, 2010, from http://redie.uabc.mx/vol7no1/contents-vazquez.html.
Vázquez, A., Manassero, M. A., & Acevedo, J. A. (2006). An analysis of complex multiple‑choice science-technology-society items: methodological development and preliminary results. Science Education, 90(4), 681–706.
Yalvac, B., Tekkaya, C., Cakiroglu, J., & Kahyaoglu, E. (2007). Turkish pre-service science teachers’ views on Science–Technology–Society Issues. International Journal of Science Education, 29(3), 331–348.
Acknowledgments
The present study corresponds to grant SEJ2007-67090/EDUC funded by the national I+D+i 2007 Programme of the Ministry of Education and Science (Spain) and the support of the Ibero-American States Organization (OEI).
Author information
Authors and Affiliations
Corresponding author
Appendix 1
Appendix 1
Full text of the item F1_40531 (first column) that poses the issue of the impact of technology on the standard of living (label: social well-being). The second and third columns give the question and position labels and the category assigned—Appropriate (A), Plausible (P), or Naïve (N)—to each position.
Variable labels | Category | |
40531. More technology will improve the standard of living for our country. | F1_40531 social well-being | |
A. Yes, because technology has always improved the standard of living, and there is no reason for it to stop now. | F1_C_40531A_N_ social well-being | (N) |
B. Yes, because the more we know, the better we can solve our problems and take care of ourselves. | F1__40531B_P_ social well-being | (P) |
C. Yes, because technology creates jobs and prosperity. Technology helps life become easier, more efficient, and more fun. | F1__40531C_N_ social well-being | (N) |
D. Yes, but only for those who can afford to use it. More technology will cut jobs and cause more people to fall below the poverty line. | F1__40531D_A_ social well-being | (A) |
E. Yes and no. More technology would make life easier, healthier and more efficient, BUT more technology would cause more pollution, unemployment, and other problems. The standard of living may improve, but the quality of life may not. | F1_C_40531E_A_ social well-being | (A) |
F. No. We are irresponsible with the technology we have now; for example, our production of weapons and using up our natural resources. | F1__40531F_P_ social well-being | (P) |
F1: the item belongs to form 1.
_C_: the “C” means that the category assigned to the position achieves consensus (high agreement) among judges.
40531: key item number that represents the issue “social well-being”.
40531A: key sentence number that represents the sentence A of the item 40531.
_A_: category key that represents a position categorized as Appropriate.
_P_: category key that represents a position categorized as Plausible.
_N_: category key that represents a position categorized as Naïve.
Rights and permissions
About this article
Cite this article
Vázquez-Alonso, Á., García-Carmona, A., Manassero-Mas, M.A. et al. Science Teachers’ Thinking About the Nature of Science: A New Methodological Approach to Its Assessment. Res Sci Educ 43, 781–808 (2013). https://doi.org/10.1007/s11165-012-9291-4
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11165-012-9291-4

