Epistemic Beliefs Moderate Mediations Among Attitudes, Prior Misconceptions, and Conceptual Change

Authors

  • James Vivian McGill University
  • Krista Renee Muis McGill University

DOI:

https://doi.org/10.14738/assrj.76.7882

Keywords:

attitudes; epistemic beliefs; conceptual change; genetically modified foods

Abstract

We investigated the mediating and moderating roles of attitudes and epistemic beliefs in conceptual change during learning about genetically modified foods (GMFs). One hundred twenty undergraduate students participated. To measure misconceptions about GMFs, students first completed a prior knowledge test. Students then completed self-report inventories to measure their attitudes and topic-specific epistemic beliefs regarding GMFs. Students were then randomly assigned to read a refutation or expository text about GMFs. Following reading, students completed a test to assess conceptual change. Results of a repeated measures ANOVA revealed participants who read a refutation text changed more misconceptions at post-test than participants who read an expository text. A moderation mediation analysis revealed attitudes toward GMFs significantly mediated the relationship between prior misconceptions and conceptual change, and that this relationship was moderated by learners’ beliefs regarding the source and justification of GMFs knowledge. Theoretical and educational implications are discussed.

Author Biography

Krista Renee Muis, McGill University

Dr. Krista R. Muis is a Canada Research Chair in epistemic cognition and self-regualted learning. Her research interests are in the areas of epistemic cognition, emotion, self-regulated learning and achievement motivation in the context of mathematics and science learning. She is interested in how students’ epistemic cognition and emotions influence various facets of learning, motivation, and academic performance. She also explores how individuals process complex, contradictory content on socio-scientific issues such as climate change, genetically modified foods, and vaccinations. She examines what role misconceptions play when learning about these topics, and how beliefs and emotions facilitate or constrain learning under these conditions. Her research is conducted in the lab as well as in classroom contexts with students ranging from kindergarten to adult learners.

References

Ajzen, I. (1989). Attitude structure and behavior. In A.R. Pratkanis, S. J. Breckler, & A. G. Greenwald (Eds.), Attitude structure and function (pp. 241 – 274). Hillsdale, NJ: Erlbaum.

Ajzen, I., & Fishbein, M. (2005). The influence of attitudes on behavior. In D. Albarracín, B. T. Johnson, & M. P. Zanna (Eds.), The handbook of attitudes (pp. 173-221). Mahwah, NJ: Erlbaum.

Broughton, S. H., Sinatra, G. M., & Nussbaum, E. M. (2013). “Pluto has been a planet my whole life!” Emotions, attitudes, and conceptual change in elementary students learning about Pluto’s reclassification. Research in Science Education,

Chan, C., Burtis, J., & Bereiter, C. (1997). Knowledge building as a mediator of conflict in conceptual change. Cognition and Instruction, 15(1), 1 - 40.

Chi, M. T. H. (1997). Quantifying qualitative analyses of verbal data: A practical guide. Journal of the Learning Sciences,

Chi, M.T.H. (2008). Three types of conceptual change: Belief revision, mental model transformation, and categorical shift. In S. Vosniadou (Ed.), Handbook of research on conceptual change (pp. 61-82). Hillsdale, NJ: Erlbaum.

Chinn, C. A., Buckland, L. A., Samarapungavan, A. L. A. (2011). Expanding the dimensions of epistemic cognition: Arguments from philosophy and psychology. Educational Psychologist, 46(3), 141–167.

Cohen, J., Cohen, P., West, S. G., & Aiken, L. S. (2003). Applied multiple regression/correlation analysis for the behavioral sciences (3rd ed.). Mahwah, NJ: Lawrence Erlbaum Associates Publishers.

Dole, J. A., & Sinatra, G. M. (1998). Reconceptualizing change in the cognitive construction of knowledge. Educational Psychologist, 33, 109–128.

Eagly, A. H., & Chaiken, S. (1993). The psychology of attitudes. Orlando, FL: Harcourt Brace Jovanovich College Publishers.

Ecker, U. K. H., Hogan, J. L., & Lewandowsky, S. (2017). Reminders and repetition of misinformation: Helping or hindering its retraction? Journal of Applied Research in Memory and Cognition, 6(2), 185–192.

Fabrigar, L., Macdonald, T., & Wegener, D. (2005). The structure of attitudes. In D. Albarracin, B.T. Johnson, & M.P. Zanna (Eds.), The handbook of attitudes (pp. 79 – 124). London, UK: Routledge.

Fishbein, M. & Icek, A. (1975). Belief, attitude, intention and behavior: An introduction to theory and research. California, US: Addison-Wesley.

Flesch, R. (1948). A new readability yardstick. Journal of Applied Psychology, 32(3), 221-233.

Greene, J. A., Yu, S., & Copeland, D. Z. (2014). Measuring critical components of digital literacy and their relationships with learning. Computers & Education, 76, 55-69.

Hart, P. S., & Nisbet, E. C. (2012). Boomerang Effects in Science Communication: How Motivated Reasoning and Identity Cues Amplify Opinion Polarization About Climate Mitigation Policies. Communication Research, 39(6), 701–723.

Nyhan, B., Reifler, J., & A Ubel, P. (2012). The Hazards of Correcting Myths About Health Care Reform. Medical care, 51(2), 127-32. 101

Hayes, A. (2013). Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. New York, NY: Guilford.

Hayes, A. F., & Preacher, K. J. (2014). Statistical mediation analysis with a multicategorical independent variable. British Journal of Mathematical and Statistical Psychology, 67, 451–470.

Heddy, B. C., Danielson, R. W., Sinatra, G. M., & Graham, J. (2017). Modifying knowledge, emotions, and attitudes about genetically modified foods. Journal of Experimental Education, 85(3), 515-533.

Heddy, B. C., & Sinatra, G. M. (2013). Transforming misconceptions: Using transformative experience to promote positive affect and conceptual change in students learning about biological evolution. Science Education, 97(5), 723–744.

Hofer, B. K. (2000). Dimensionality and disciplinary differences in personal epistemology. Contemporary Educational Psychology, 25(4), 378–405.

Hofer, B. K., & Pintrich, P. R. (1997). The development of epistemological theories: Beliefs about knowledge and knowing and their relation to learning. Review of Educational Research, 67(1), 88–140.

Kapucu S. & Bahçivan E. (2015). High school students’ scientific epistemological beliefs, self-efficacy in learning physics and attitudes towards physics: A structural equational model. Research in Science & Technological Education, 33(2), 252-267.

Kata, A. (2012). Anti-vaccine activists, Web 2.0, and the postmodern paradigm: An overview of tactics and tropes used online by the anti-vaccination movement. Vaccine, 30(25), 3778–3789.

Kendeou, P., & O'Brien, E. J. (2014). The knowledge revision components (KReC) framework: Processes and mechanisms. In D. Rapp, & J. Braasch (Eds.), Processing inaccurate information: Theoretical and applied perspectives from cognitive science and the educational sciences (pp. 353-377). Cambridge, MA: MIT Press.

Kendeou, P., Walsh, E. K., Smith, E. R., & O’Brien, E. J. (2014). Knowledge revision processes in refutation texts. Discourse Processes, 51, 374-397.

Kendeou, P., Smith, E. R., & O’Brien, E. J. (2013). Updating during reading comprehension: Why causality matters. Journal of Experimental Psychology: Learning, Memory, and Cognition, 39(3), 854–865.

Krause, S., Kelly, J., Corkins, J., Tasooji, A., & Purzer, S. (2009). Using students’ previous experience and prior knowledge to facilitate conceptual change in an introductory materials course. Paper presented to the Frontiers in Education Conference, San Antonio, TX.

Lombardi, D., Nussbaum, E. M., & Sinatra, G. M. (2016). Plausibility judgments in conceptual change and epistemic cognition. Educational Psychologist, 51(1), 35–56.

Maio, G. R. & Haddock, G. (2010). The influence of attitudes on information processing and behavior. In G.R. Maio & G. Haddock (Eds.), The psychology of attitudes and attitude change (pp. 47-66). London, UK: SAGE Publications Ltd.

Mason, L. & Gava, M. (2007). Effects of epistemological beliefs and learning text structure on conceptual change. In S.

Vosniadou, A. Baltas, & X. Vamvakoussi (Eds.), Reframing the problem of conceptual change in learning and instruction (pp. 165-196). Oxford, UK: Elsevier Science. Mason, L., Gava, M., & Boldrin, A. (2008). On warm conceptual change: The interplay of text, epistemological beliefs, and topic interest. Journal of Educational Psychology, 100, 291- 309.

Murphy, P. K., & Alexander, P. A. (2016). Interrogating the relation between conceptual change and epistemic beliefs.

In J. A. Greene, W. A. Sandoval, & I. Bråten (Eds.), Handbook of epistemic cognition (pp. 439-459). New York, NY: Routledge. Nunnally, J.C. (1978). Psychometric theory (2nd ed.). New York, NY: McGraw-Hill.

Pintrich, P. R., Marx, R. W., & Boyle, R. A. (1993). Beyond cold conceptual change: The role of motivational beliefs and classroom contextual factors in the process of conceptual change. Review of Educational Research, 63(2), 167–199.

Rokeach, M. (1968). A theory of organization and change within value-attitude systems. Journal of Social Issues, 24(1), 13–33. URL: http://dx.doi.org/10.14738/assrj.76.7882 102

Schommer, M. (1990). Effects of beliefs about the nature of knowledge on comprehension. Journal of Educational Psychology, 82(3), 498-504.

Silverman, J. C. (2007). Epistemological beliefs and attitudes toward inclusion in pre-service teachers. Teacher Education and Special Education: The Journal of the Teacher Education Division of the Council for Exceptional Children,

Sinatra, G. M., Brem, S. K., & Evans, E. M. (2008). Changing minds? Implications of conceptual change for teaching and learning about biological evolution. Evolution: Education and Outreach, 1(2), 189–195.

Sinatra, G. M., & Hofer, B. K. (2016). Public understanding of science. Policy Insights from the Behavioral and Brain Sciences, 3(2), 245–253.

Sinatra, G. M., Kienhues, D., & Hofer, B. K. (2014). Addressing Challenges to Public Understanding of Science: Epistemic Cognition, Motivated Reasoning, and Conceptual Change. Educational Psychologist, 49(2), 123–138.

Sinatra, G. M., & Seyranian, V. (2016). Warm change about hot topics: The role of motivation and emotion in attitude and conceptual change about controversial science topics. In L. Corno & E. Anderman (Eds.), Handbook of educational psychology (pp. 245–256). Washington, DC: Taylor & Francis.

Stathopoulou, C., & Vosniadou, S. (2007). Conceptual change in physics and physics-related epistemological beliefs: A relationship under scrutiny. In S. Vosniadou, A. Baltas, & X. Vamvakoussi (Eds.), Advances in learning and instruction series: Reframing the conceptual change approach in learning and instruction (pp. 145-163). New York, NY: Elsevier Science.

Strømsø, H. I., Bråten, I., & Samuelstuen, M. S. (2008). Dimensions of topic-specific epistemological beliefs as predictors of multiple text understanding. Learning and Instruction, 18(6), 513–527.

Tippett, C. (2010). Refutation text in science education: A review of two decades of research. International Journal of Science and Mathematics Education, 8, 951–970.

Trevors, G. J., Kendeou, P., & Butterfuss, R. (2017a). Emotion processes in knowledge revision. Discourse Processes, 54(5–6), 406–426.

Trevors, G. J., Kendeou, P., Bråten, I., & Braasch, J. L. G. (2017). Adolescents’ epistemic profiles in the service of knowledge revision. Contemporary Educational Psychology, 49, 107–120.

Vosniadou, S. (1994). Capturing and modeling the process of conceptual change. Learning and Instruction, 4(1), 45–69.

Wakefield, A., Murch, S., Anthony, A., Linnell, J., Casson, D., Malik, M., & … Walker-Smith, J. (1998). RETRACTED: Ileallymphoid-nodular hyperplasia, non-specific colitis, and pervasive developmental disorder in children. The Lancet, 351(9103), 637-641.

World Health Organization. (2018). Europe observes a 4-fold increase in measles cases in 2017 compared to previous year. Retrieved March 18, 2018, from http://www.euro.who.int/en/media-centre/sections/pressreleases/2018/europe-observes-a-4-fold-increase-in-measles-cases-in-2017-compared-to-previous-yearTABLES

Downloads

Published

2020-06-14

How to Cite

Vivian, J., & Muis, K. R. (2020). Epistemic Beliefs Moderate Mediations Among Attitudes, Prior Misconceptions, and Conceptual Change. Advances in Social Sciences Research Journal, 7(6), 87–105. https://doi.org/10.14738/assrj.76.7882