Abstract
We contribute to possibilities of quantifying shifts in pupils’ and students’ attitudes toward the field of science, specifically biology, and present the Czech translation of the Colorado Learning Attitudes about Science Survey modified for biology (CLASSBio). In addition to quantifying the attitudes, the survey also includes the expression of the degree of expertise, understood as a percentage of agreement in the answers of a respondent with the answers of experts in the given scientific discipline. Having translated the original English version, adapted it to Czech circumstances and discussed its merits within the group of authors and a native speaker, we piloted the Czech version on 198 respondents. We adjusted partial formulation ambiguities and the final version was used on another 184 respondents. Both surveys were conducted online on applicants for the study of biology at the Faculty of Science, Charles University. The degree of agreement with experts was the same for both genders (approximately 78%), a positive dependence between the achieved score in a biology knowledge test and the degree of agreement with experts was significant, although weak. We confirmed the expected dimensionality of the instrument in the Czech environment by confirmatory factor analysis. The result is a translation of an established tool that enables internationally comparable analyzes.
References
- Acarli, D. S., & Acarli, H.A. (2020). Examination of students’ attitudes towards biology and biology course in terms of gender, grade level and pet-keeping. Problems of Education in the 21st Century, 78(3), 328–341. https://doi.org/10.33225/pec/20.78.328 Open DOI Search in Google Scholar
- Adams, W.K., Perkins, K.K., Dubson, M., Finkelstein, N.D., & Wieman, C.E. (2005). The design and validation of the Colorado learning attitudes about science survey. In AIP Conference Proceedings (Vol. 790, No. 1, pp. 45–48). American Institute of Physics. Search in Google Scholar
- Adams, W.K., Perkins, K.K., Podolefsky, N. S., Dubson, M., Finkelstein, N.D., & Wieman, C. E. (2006). New instrument for measuring student beliefs about physics and learning physics: The Colorado learning attitudes about science survey. Physical Review Special Topics-physics Education Research, 2(1), 010101. https://doi.org/10.1103/PhysRevSTPER.2.010101 Open DOI Search in Google Scholar
- Barbera, J., Adams, W.K., Wieman, C. E., & Perkins, K.K. (2008). Modifying and validating the Colorado learning attitudes about science survey for use in chemistry. Journal of Chemical Education, 85(10), 1435–1439. https://doi.org/10.1021/ed085p1435 Open DOI Search in Google Scholar
- Brown, T. (2006). Confirmatory factor analysis for applied research. Guildford. Search in Google Scholar
- Čáp, J., & Mareš, J. (2001). Psychologie pro učitele. Portál. Search in Google Scholar
- Darling, N., & Steinberg, L. (1993). Parenting style as context: An integrative model. Psychological Bulletin, 113(3), 487. Search in Google Scholar
- Davidov, E., Schmidt, P., & Schwartz, S.H. (2008). Bringing values back in: The adequacy of the European social survey to measure values in 20 countries. Public Opinion Quarterly, 72(3), 420–445. https://doi.org/10.1093/poq/nfn035 Open DOI Search in Google Scholar
- Day, C. (2012). Efektivní učitelé a jejich vášnivé zaujetí kvalitou. Orbis Scholae, 6(3), 9–26. https://doi.org/10.14712/23363177.2015.30 Open DOI Search in Google Scholar
- de la Garza, J., & Alarcon, H. (2010). Assessing students’ attitudes in a college physics course in Mexico. In AIP Conference Proceedings (Vol. 1289, No. 1, pp. 129–132). American Institute of Physics. Search in Google Scholar
- Duarte, R., Escario, J. J., & Sanagustín, M.V. (2017). The influence of the family, the school, and the group on the environmental attitudes of European students. Environmental Education Research, 23(1), 23–42. https://doi.org/10.1080/13504622.2015.1074660 Open DOI Search in Google Scholar
- Elby, A. (n.d.). Epistemological beliefs assessment for physical science. https://www.physport.org/assessments/assessment.cfm?A=EBAPS Search in Google Scholar
- Fairbrother, R. (2000). Strategies for learning. In M. Monk, & J. Osborne (Eds.), Good practice in science teaching: What research has to say (pp. 7–22). Open University Press. Search in Google Scholar
- Fančovičová, J., & Kubiatko, M. (2015). Záujem žiakov nižšieho sekundárneho vzdelávania o biologické vedy. Scientia in educatione, 6(1), 2–13. https://doi.org/10.14712/18047106.151 Open DOI Search in Google Scholar
- Gálik, S. (2012). Psychologie přesvědčování. Grada Publishing, a. s. Search in Google Scholar
- Gedrovics, J., Wäreborn, I., & Jeronen, E. (2006). Science subjects choice as a criterion of students’ attitudes to science. Journal of Baltic Science Education, 1(9), 74–85. Search in Google Scholar
- George, R., & Kaplan, D. (1998). A structural model of parent and teacher influences on science attitudes of eighth graders: Evidence from NELS: 88. Science Education, 82(1), 93–109. https://doi.org/10.1002/(SICI)1098-237X(199801)82:1<93::AID-SCE5>3.0.CO;2-W Open DOI Search in Google Scholar
- Halloun, I. (1997). Views about science and physics achievement: The VASS story. In AIP conference Proceedings, American Institute of Physics, 399(1), 605–614. https://doi.org/10.1063/1.53156 Open DOI Search in Google Scholar
- Hammer, D. (1994). Epistemological beliefs in introductory physics. Cognition and Instruction, 12(2), 151–183. https://doi.org/10.1207/s1532690xci1202 4 Open DOI Search in Google Scholar
- Hansen, M. J., & Birol, G. (2014). Longitudinal study of student attitudes in a biology program. CBE Life Sciences Education, 13(2), 331–337. https://doi.org/10.1187/cbe.13-06-0124 Open DOI Search in Google Scholar
- Hayesová, N. (2013). Základy sociální psychologie. Portál. Search in Google Scholar
- Hrabal, V., Man, F., & Pavelková, I. (1984). Psychologické otázky motivace ve škole. SPN. Search in Google Scholar
- Kontro, I., & Buschhüter, D. (2020). Validity of colorado learning attitudes about science survey for a high-achieving, finnish population. Physical Review Physics Education Research, 16(2), 020104. https://doi.org/10.1103/PhysRevPhysEducRes.16.020104 Open DOI Search in Google Scholar
- Kubiatko, M., & Vlčková, J. (2011). Návrh výzkumného nástroje na zkoumání postojů žáků 2. stupně ZŠ k přírodopisu. Scientia in educatione, 2(1), 49–67. https://doi.org/10.14712/18047106.15 Open DOI Search in Google Scholar
- Lokša, J., & Lokšová, I. (1992). Analýza motivácie žiakov k učeniu. Pedagogická revue, 44(6), 438–454. Search in Google Scholar
- Madsen, A. (2021). PhysPort implementation guide: Colorado learning attitudes about science urvey (CLASS), version 3. Search in Google Scholar
- Maclellan, E. (2005). Conceptual learning: The priority for higher education. British Journal of Educational Studies, 53(2), 129–147. https://doi.org/10.1111/j.1467-8527.2005.00287.x Open DOI Search in Google Scholar
- Mareš, J., Průcha, J., & Walterová, E. (2001). Pedagogický slovník. Portál. Search in Google Scholar
- Markowitz, D. G. (2004). Evaluation of the long-term impact of a university high school summer science program on students’ interest and perceived abilities in science. Journal of Science Education and Technology, 13(3), 395–407. https://doi.org/10.1023/B:JOST.0000045467.67907.7b Open DOI Search in Google Scholar
- Martins, J. S., & Lindsay, W.E. (2022). Evaluation of high school student responses to the Colorado learning attitudes about science survey. Physical Review Physics Education Research, 18(1), 010132. https://doi.org/10.1103/PhysRevPhysEducRes.18.010132 Open DOI Search in Google Scholar
- Nakonečný, M. (2009). Sociální psychologie. Academia. Search in Google Scholar
- Nasr, A.R., & Soltani, K. (2011). Attitude towards biology and its effects on student’s achievement. International Journal of Biology, 3, 100–104. https://doi.org/10.5539/ijb.v3n4p100 Open DOI Search in Google Scholar
- Osborne, J., Simon, S., & Collins, S. (2003). Attitudes towards science: a review of the literature and its implications. International Journal of Science Education, 25(9), 1049–1079. https://doi.org/10.1080/0950069032000032199 Open DOI Search in Google Scholar
- Prokop, P., Tuncer, G., & Chudá, J. (2007a). Slovakian students’ attitudes toward biology. Eurasia Journal of Mathematics, Science and Technology Education, 3(4), 287–295. https://doi.org/10.12973/ejmste/75409 Open DOI Search in Google Scholar
- Prokop, P., Prokop, M., & Tunnicliffe, S. D. (2007b). Is biology boring? Student attitudes toward biology. Journal of Biological Education, 42(1), 36–39. https://doi.org/10.1080/00219266.2007.9656105 Open DOI Search in Google Scholar
- R Core Team. (2021). R: A language and environment for statistical computing. R foundation for statistical computing. https://www.R-project.org/ Search in Google Scholar
- Randler, C., & Hulde, M. (2007). Hands-on versus teacher-centred experiments in soil ecology. Research in Science & Technological Education, 25(3), 329–338. https://doi.org/10.1080/02635140701535091 Open DOI Search in Google Scholar
- Redish, E., Saul, J.M., & Steinberg, R.N. (1998). Student expectations in introductory physics. American Journal of Physics, 66(3), 212–224. https://doi.org/10.1119/1.18847 Open DOI Search in Google Scholar
- Reid, N., & Skryabina, E.A. (2002). Attitudes towards physics. Research in Science & Technological Education, 20(1), 67–81. https://doi.org/10.1080/02635140220130939 Open DOI Search in Google Scholar
- Rhemtulla, M., Brosseau-Liard, P.É., & Savalei, V. (2012). When can categorical variables be treated as continuous? A comparison of robust continuous and categorical SEM estimation methods under suboptimal conditions. Psychological Methods, 17(3), 354-373. https://doi.org/10.1037/a0029315 Open DOI Search in Google Scholar
- Rosseel, Y. (2012). Lavaan: An R package for structural equation modeling and more. Version 0.5–12 (BETA). Journal of Statistical Software, 48(2), 1–36. https://doi.org/10.18637/jss.v048.i02 Open DOI Search in Google Scholar
- Rusek, M. (2011). Postoj žáků k předmětu chemie na středních odborných školách. Scientia in educatione, 2(2), 23–37. https://doi.org/10.14712/18047106.21 Open DOI Search in Google Scholar
- Semsar, K., Knight, J.K., Birol, G., & Smith, M.K. (2011). The Colorado learning attitudes about science survey (CLASS) for use in biology. CBE Life Sciences Education, 10(3), 268–278. https://doi.org/10.1187/cbe.10-10-0133 Open DOI Search in Google Scholar
- Soukup, P. (2021). Faktorová analýza jako známá neznámá (aneb metoda hlavních komponent a varimax nejsou vždy ideální postup). Sociologický časopis/Czech Sociological Review, 57(4), 455–484. https://doi.org/10.13060/csr.2021.021 Open DOI Search in Google Scholar
- Summers, R., & Abd-El-Khalick, F. (2018). Development and validation of an instrument to assess student attitudes toward science across grades 5 through 10. Journal of Research in Science Teaching, 55(2), 172–205. https://doi.org/10.1002/tea.21416 Open DOI Search in Google Scholar
- Trumper, R. (2006). Factors affecting junior high school students’ interest in biology. Science Education International, 17(1), 31–48. https://doi.org/10.1007/s10956-006-0355-6 Open DOI Search in Google Scholar
- Uitto, A., Juuti, K., Lavonen, J., & Meisalo, V. (2006). Students’ interest in biology and their out-of-school experiences, Journal of Biological Education, 40(3), 124–129. https://doi.org/10.1080/00219266.2006.9656029 Open DOI Search in Google Scholar
- Vlckova, J., Kubiatko, M., & Usak, M. (2019). The perception of biology by Czech lower secondary school students. Eurasia Journal of Mathematics, Science and Technology Education, 15(5), em1714. https://doi.org/10.29333/ejmste/105277 Open DOI Search in Google Scholar
- Výrost, J., & Slaměník, I. (1998). Aplikovaná sociální psychologie 1. Grada. Search in Google Scholar
- Westerlund, J. F., & Chapman, C.R. (2017). Active learning in a summer genetics course: Positive shifts in attitudes with CLASS-Bio. International Journal of Environmental & Science Education, 12(10), 2195–2211. Search in Google Scholar
- Xu, X., & Lewis, J. E. (2011). Refinement of a chemistry attitude measure for college students. Journal of Chemical Education, 88(5), 561–568. https://doi.org/10.1021/ed900071q Open DOI Search in Google Scholar
- Zeidan, A. (2010). The relationship between grade 11 Palestinian attitudes toward biology and their perceptions of the biology learning environment. International Journal of Science and Mathematics Education, 8(5), 783–800. https://doi.org/10.1007/s10763-009-9185-8 Open DOI Search in Google Scholar