A Framework to Guide Science Educators’ Efforts in Confronting Misinformation

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Smetana, L., Gorman, J., Gorman, S., & Scales, D. (2024). A framework to guide science educators’ efforts in confronting misinformation. Innovations in Science Teacher Education, 9(1). Retrieved from https://innovations.theaste.org/a-framework-to-guide-science-educators-efforts-in-confronting-misinformation/
by Lara Smetana, Loyola University Chicago; Jack Gorman, Critica; Sara Gorman, Critica; & David Scales, Critica

Abstract

This article synthesizes background research, presents a framework, and shares a frequently updated resource guide (see Science Educator Response to Misinformation: Framework and Resource Collection) for science educators’ multifaceted response to science and health misinformation. We developed this framework and guide as a tool to help science teachers and teacher educators think about the complexity of the issue of science and health misinformation, visualize the connected and interrelated avenues to confront the issue, and identify opportunities to take action in their courses.

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References

Abroms, L. C., Koban, D., Krishnan, N., Napolitano, M., Simmens, S., Caskey, B., Wu, T.-C., & Broniatowski, D. A. (2023). Empathic engagement with the COVID-19 vaccine hesitant in private Facebook groups: A randomized trial. Health Education & Behavior. Advance online publication. https://doi.org/10.1177/10901981231188313

Allchin, D. (2012). What counts as science. The American Biology Teacher, 74(4), 291–294. https://doi.org/10.1525/abt.2012.74.4.17

Allchin, D. (2018). Alternative facts & fake news. The American Biology Teacher, 80(8), 631–633. https://doi.org/10.1525/abt.2018.80.8.631

Allchin, D. (2023). Ten competencies for the science misinformation crisis. Science Education, 107(2), 261–274. https://doi.org/10.1002/sce.21746

Austin, E. W., Austin, B. W., Willoughby, J. F., Amram, O., & Domgaard, S. (2021). How media literacy and science media literacy predicted the adoption of protective behaviors amidst the COVID-19 pandemic. Journal of Health Communication, 26(4), 239–252. https://doi.org/10.1080/10810730.2021.1899345

Avraamidou, L., & Schwartz, R. (2021). Who aspires to be a scientist/who is allowed in science? Science identity as a lens to exploring the political dimension of the nature of science. Cultural Studies of Science Education, 16(2), 337–344. https://doi.org/10.1007/s11422-021-10059-3

Aziz, A. M., & Rosli, R. (2021). A systematic literature review on developing students’ statistical literacy skills. Journal of Physics: Conference Series, 1806, Article 012102. https://doi.org/10.1088/1742-6596/1806/1/012102

Barzilai, S., & Chinn, C. A. (2020). A review of educational responses to the “post-truth” condition: Four lenses on “post-truth” problems. Educational Psychologist, 55(3), 107–119. https://doi.org/10.1080/00461520.2020.1786388

Beghetto, R. A. (2013). Killing ideas softly? The promise and perils of creativity in the classroom. Information Age.

Beghetto, R. A. (2017). Inviting uncertainty into the classroom. Educational Leadership, 75(2), 20–25.

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

Breakstone, J., McGrew, S., Smith, M., Ortega, T., & Wineburg, S. (2018). Why we need a new approach to teaching digital literacy. Phi Delta Kappan, 99(6), 27–32. https://doi.org/10.1177/0031721718762419

Brickman, P., Gormally, C., Francom, G., Jardeleza, S. E., Schutte, V. G. W., Jordan, C., & Kanizay, L. (2012). Media-savvy scientific literacy: Developing critical evaluation skills by investigating scientific claims. The American Biology Teacher, 74(6), 374–379. https://doi.org/10.1525/abt.2012.74.6.4

Calabrese Barton, A., & Tan, E. (2019). Designing for rightful presence in STEM: The role of making present practices. Journal of the Learning Sciences, 28(4–5), 616–658. https://doi.org/10.1080/10508406.2019.1591411

Calo, W. A., Gilkey, M. B., Shah, P. D., Dyer, A.-M., Margolis, M. A., Dailey, S. A., & Brewer, N. T. (2021). Misinformation and other elements in HPV vaccine tweets: An experimental comparison. Journal of Behavioral Medicine, 44(3), 310–319. https://doi.org/10.1007/s10865-021-00203-3

Carothers, T., & O’Donohue, A. (Eds.). (2019). Democracies divided: The global challenge of political polarization. Brookings Institution Press.

Chen, Y.-C. (2022). Epistemic uncertainty and the support of productive struggle during scientific modeling for knowledge co-development. Journal of Research in Science Teaching, 59(3), 383–422. https://doi.org/10.1002/tea.21732

Chen, Y.-C., & Techawitthayachinda, R. (2021). Developing deep learning in science classrooms: Tactics to manage epistemic uncertainty during whole‐class discussion. Journal of Research in Science Teaching, 58(8), 1083–1116. https://doi.org/10.1002/tea.21693

Chinn, C. A., Barzilai, S., & Duncan, R. G. (2021). Education for a “post-truth” world: New directions for research and practice. Educational Researcher, 50(1), 51–60. https://doi.org/10.3102/0013189X20940683

Cian, H. (2020). The influence of context: comparing high school students’ socioscientific reasoning by socioscientific topic. International Journal of Science Education, 42(9), 1503–1521. https://doi.org/10.1080/09500693.2020.1767316

Ciccone, M. (2021, June 29). Algorithmic literacies: K-12 realities and possibilities. In M. Ito, R. Cross, K. Dinakar, & C. Odgers (Eds.), Algorithmic rights and protections for children. MIT Press Works in Progress. https://doi.org/10.1162/ba67f642.646d0673

Cohen, J. N. (2018). Exploring echo-systems: How algorithms shape immersive media environments. Journal of Media Literacy Education, 10(2), 139–151. https://doi.org/10.23860/JMLE-2018-10-2-8

Commission for the Human Future. (2020). Surviving and thriving in the 21st century: A discussion and call to action on global catastrophic risks. https://humanfuture.net/sites/default/files/CHF_Roundtable_Report_March_2020.pdf

Cook, J. (2019). Understanding and countering misinformation about climate change. In I. E. Chiluwa & S. A. Samoilenko, (Eds.), Handbook of research on deception, fake news, and misinformation online (pp. 281–306). IGI-Global. https://doi.org/10.4018/978-1-5225-8535-0.ch016

The COVID-19 infodemic. (2020). The Lancet: Infectious Diseases, 20(8), 875. https://doi.org/10.1016/S1473-3099(20)30565-X

Cybersecurity & Infrastructure Security Agency. (2022, October 18). Tactics of disinformation [Infographic]. https://www.cisa.gov/resources-tools/resources/tactics-disinformation

Darner, R. (2019). How can educators confront science denial? Educational Researcher, 48(4), 229–238. https://doi.org/10.3102/0013189X19849415

Druckman, J. N. (2022). Threats to science: Politicization, misinformation, and inequalities. The ANNALS of the American Academy of Political and Social Science, 700(1), 8–24. https://doi.org/10.1177/00027162221095431

Ecker, U. K. H., Lewandowsky, S., Cook, J., Schmid, P., Fazio, L. K., Brashier, N., Kendeou, P., Vraga, E. K., & Amazeen, M. A. (2022). The psychological drivers of misinformation belief and its resistance to correction. Nature Reviews: Psychology, 1(1), 13–29. https://doi.org/10.1038/s44159-021-00006-y

Erduran, S., & Dagher, Z. R. (2014). Reconceptualizing the nature of science for science education: Scientific knowledge, practices and other family categories. Springer. https://doi.org/10.1007/978-94-017-9057-4

Eysenbach, G., Powell, J., Kuss, O., & Sa, E.-R. (2002). Empirical studies assessing the quality of health information for consumers on the World Wide Web: A systematic review. JAMA, 287(20), 2691–2700. https://doi.org/10.1001/jama.287.20.2691

Feinstein, N. W., & Waddington, D. I. (2020). Individual truth judgments or purposeful, collective sensemaking? Rethinking science education’s response to the post-truth era. Educational Psychologist, 55(3), 155–166. https://doi.org/10.1080/00461520.2020.1780130

Gould, R. (2021). Toward data-scientific thinking. Teaching Statistics, 43(S1), S11–S22. https://doi.org/10.1111/test.12267

Gorman, S. E., & Gorman, J. M. (2021). Denying to the grave: Why we ignore the science that will save us (Rev. ed.). Oxford University Press. https://doi.org/10.1093/oso/9780197547458.001.0001

Gostin, L. O., & Gronvall, G. K. (2023). The origins of Covid-19—Why it matters (and why it doesn’t). New England Journal of Medicine, 388(25), 2305–2308. https://doi.org/10.1056/NEJMp2305081

Herman, B. C., Clough, M. P., & Rao, A. (2022). Socioscientific issues thinking and action in the midst of science-in-the-making. Science & Education, 31(5), 1105–1139. https://doi.org/10.1007/s11191-021-00306-y

Hobbs, R., & Jensen, A. (2009). The past, present, and future of media literacy education. Journal of Media Literacy Education, 1(1), 1–11. https://doi.org/10.23860/jmle-1-1-1

Höttecke, D., & Allchin, D. (2020). Reconceptualizing nature-of-science education in the age of social media. Science Education, 104(4), 641–666. https://doi.org/10.1002/sce.21575

Husby, A., & Køber, L. (2022). COVID-19 mRNA vaccination and myocarditis or pericarditis. The Lancet, 399(10342), 2168–2169. https://doi.org/10.1016/S0140-6736(22)00842-X

Johnson, S. B., Parsons, M., Dorff, T., Moran, M. S., Ward, J. H., Cohen, S. A., Akerley, W., Bauman, J., Hubbard, J., Spratt, D. E., Bylund, C. L., Swire-Thompson, B., Onega, T., Scherer, L. D., Tward, J., & Fagerlin, A. (2022). Cancer misinformation and harmful information on Facebook and other social media: A brief report. JNCI: Journal of the National Cancer Institute, 114(7), 1036–1039. https://doi.org/10.1093/jnci/djab141

Jones, C. (2023, March 7). We’re not doing enough to teach media literacy. EdSource. https://edsource.org/2023/were-not-doing-enough-to-teach-media-literacy/686493

Kahan, D. M., Landrum, A., Carpenter, K., Helft, L., & Hall Jamieson, K. (2017). Science curiosity and political information processing. Political Psychology, 38(1), 179–199. https://doi.org/10.1111/pops.12396

Kayumova, S., Avraamidou, L., & Adams, J. D. (2018). Science education: Diversity, equity and the big picture. In L. A. Bryan & K. Tobin (Eds.), Critical issues and bold visions for science education: The road ahead (pp. 285–297). Brill/Sense. https://doi.org/10.1163/9789004389663_016

Kerr, J. R., Schneider, C. R., Freeman, A. L. J., Marteau, T., & van der Linden, S. (2022). Transparent communication of evidence does not undermine public trust in evidence. PNAS Nexus, 1(5), Article 280. https://doi.org/10.1093/pnasnexus/pgac280

Kervinen, A., & Aivelo, T. (2023). Secondary school students’ responses to epistemic uncertainty during an ecological citizen science inquiry. Science Education, 107(5), 1352–1379. https://doi.org/10.1002/sce.21809

Kjelvik, M. K., & Schultheis, E. H. (2019). Getting messy with authentic data: Exploring the potential of using data from scientific research to support student data literacy. CBE—Life Sciences Education, 18(2), Essay 2. https://doi.org/10.1187/cbe.18-02-0023

Klaver, L. T., Walma van der Molen, J. H., Sins, P. H. M., & Guérin, L. J. F. (2023). Students’ engagement with socioscientific issues: Use of sources of knowledge and attitudes. Journal of Research in Science Teaching, 60(5), 1125–1161. https://doi.org/10.1002/tea.21828

Ko, M.-L. M., & Krist, C. (2019). Opening up curricula to redistribute epistemic agency: A framework for supporting science teaching. Science Education, 103(4), 979–1010. https://doi.org/10.1002/sce.21511

Kornides, M. L., Badlis, S., Head, K. J., Putt, M., Cappella, J., & Gonzalez-Hernandez, G. (2023). Exploring content of misinformation about HPV vaccine on twitter. Journal of Behavioral Medicine, 46(1–2), 239–252. https://doi.org/10.1007/s10865-022-00342-1

Lapsley, D., & Chaloner, D. (2020). Post-truth and science identity: A virtue-based approach to science education. Educational Psychologist, 55(3), 132–143. https://doi.org/10.1080/00461520.2020.1778480

Lee, S. K., Sun, J., Jang, S., & Connelly, S. (2022). Misinformation of COVID-19 vaccines and vaccine hesitancy. Scientific Reports, 12, Article 13681. https://doi.org/10.1038/s41598-022-17430-6

Lemke, J. L. (2001). Articulating communities: Sociocultural perspectives on science education. Journal of Research in Science Teaching, 38(3), 296–316. https://doi.org/10.1002/1098-2736(200103)38:3<296::AID-TEA1007>3.0.CO;2-R

Liu, D. W. C. (2012). Science denial and the science classroom. CBE—Life Sciences Education, 11(2), 129–134. https://doi.org/10.1187/cbe.12-03-0029

Lyiscott, J., Mirra, N., & Garcia, A. (2021, April). Critical media literacy and popular culture in ELA classrooms [Policy research brief]. National Council of Teachers of English. https://ncte.org/wp-content/uploads/2021/04/SquireOfficePolicyBrief_CriticalMediaLiteracy_April2021.pdf

MacKenzie, A. H. (2020). Scientific media literacy. The Science Teacher, 87(5), 6. https://doi.org/10.2505/4/tst20_087_05_6

McGrath, R. (2011, August 31). The world is more complex than it used to be. Harvard Business Review. https://hbr.org/2011/08/the-world-really-is-more-compl

McIntyre, L. (2018). Post-truth. MIT Press. https://doi.org/10.7551/mitpress/11483.001.0001

Media Literacy Now. (2023, February). U.S. media literacy policy report 2022: A state-by-state status of media literacy education laws for K-12 schools. https://medialiteracynow.org/wp-content/uploads/2023/05/MediaLiteracyPolicyReport2022.pdf

Morales-Doyle, D. (2017). Justice-centered science pedagogy: A catalyst for academic achievement and social transformation. Science Education, 101(6), 1034–1060. https://doi.org/10.1002/sce.21305

National Association for Media Literacy Education. (2007). The core principles of media literacy education in the United States. https://namle.net/wp-content/uploads/2021/06/Core-Principles.pdf

National Association for Media Literacy Education. (2023). The core principles of media literacy education. https://namle.net/wp-content/uploads/2023/05/NAMLE-Principles-Final-2.1.pdf

National Academies of Sciences, Engineering, and Medicine. (2016). Science literacy: Concepts, contexts, and consequences. National Academies Press. https://doi.org/10.17226/23595

National Council of Teachers of English. (2021, March 8). Where civics meets literacy: The Digital Democratic Dialogue (3D) Project. https://ncte.org/blog/2021/03/digital-democratic-dialogue-project/

National Research Council. (2012). A framework for K-12 science education: Practices, crosscutting concepts, and core ideas. National Academies Press. https://doi.org/10.17226/13165

Neely, S. R., Eldredge, C., Ersing, R., & Remington, C. (2022). Vaccine hesitancy and exposure to misinformation: A survey analysis. Journal of General Internal Medicine, 37(1), 179–187. https://doi.org/10.1007/s11606-021-07171-z

NGSS Lead States. (2013). Next generation science standards: For states, by states. National Academies Press. https://doi.org/10.17226/18290

Nobel Prize. (2023, May 31). How to make mindsets matter | Nat Kendall-Taylor | Nobel Prize Summit 2023 [Video]. YouTube. https://youtu.be/mfYwemeEHpY?si=iwD92MUc1FR08eyP

Organisation for Economic Co-operation and Development. (2018). Preparing our youth for an inclusive and sustainable world: The OECD PISA global competence framework. https://www.oecd.org/education/Global-competency-for-an-inclusive-world.pdf

Osborne, J., & Pimentel, D. (2023). Science education in an age of misinformation. Science Education, 107(3), 553–571. https://doi.org/10.1002/sce.21790

Osborne, J., Pimentel, D., Alberts, B., Allchin, D., Barzilai, S., Bergstrom, C., Coffey, J., Donovan, B., Kivinen, K., Kozyreva. A., & Wineburg, S. (2022). Science education in an age of misinformation. Stanford University. https://sciedandmisinfo.sites.stanford.edu/sites/g/files/sbiybj25316/files/media/file/science_education_in_an_age_of_misinformation.pdf

Pleasants, E., Guendelman, S., Weidert, K., & Prata, N. (2021). Quality of top webpages providing abortion pill information for Google searches in the USA: An evidence-based webpage quality assessment. PloS ONE, 16(1), Article e0240664. https://doi.org/10.1371/journal.pone.0240664

Reid, G., & Norris, S. P. (2016). Scientific media education in the classroom and beyond: A research agenda for the next decade. Cultural Studies of Science Education, 11(1), 147–166. https://doi.org/10.1007/s11422-015-9709-1

Ren, X., Luo, H., & Zhang, H. (2021). Automatic and fast encoding of representational uncertainty underlies the distortion of relative frequency. Journal of Neuroscience, 41(16), 3692–3706. https://doi.org/10.1523/JNEUROSCI.2006-20.2021

Rogoff, B. (2003). The cultural nature of human development. Oxford University Press.

Romer, D., Winneg, K. M., Jamieson, P. E., Brensinger, C., & Jamieson, K. H. (2022). Misinformation about vaccine safety and uptake of COVID-19 vaccines among adults and 5–11-year-olds in the United States. Vaccine, 40(45), 6463–6470. https://doi.org/10.1016/j.vaccine.2022.09.046

Rowlands, S. (2011). Misinformation on abortion. European Journal of Contraception & Reproductive Health Care, 16(4), 233–240. https://doi.org/10.3109/13625187.2011.570883

Rudolph, J. L. (2023). Scientific literacy: Its real origin story and functional role in American education. Journal of Research in Science Teaching. Advance online publication. https://doi.org/10.1002/tea.21890

Scales, D., & Gorman, J. (2022). Screening for information environments: A role for health systems to address the misinformation crisis. Journal of Primary Care & Community Health, 13. https://doi.org/10.1177/21501319221087870

Scheufele, D. A., Krause, N. M., & Freiling, I. (2021). Misinformed about the “infodemic?” Science’s ongoing struggle with misinformation. Journal of Applied Research in Memory and Cognition, 10(4), 522–526. https://doi.org/10.1016/j.jarmac.2021.10.009

Schultheis, E. H., & Kjelvik, M. K. (2020). Using messy, authentic data to promote data literacy & reveal the nature of science. The American Biology Teacher, 82(7), 439–446. https://doi.org/10.1525/abt.2020.82.7.439

Sharma, S. (2017). Definitions and models of statistical literacy: A literature review. Open Review of Educational Research, 4(1), 118–133. https://doi.org/10.1080/23265507.2017.1354313

Sharon, A. J., & Baram-Tsabari, A. (2020). Can science literacy help individuals identify misinformation in everyday life? Science Education, 104(5), 873–894. https://doi.org/10.1002/sce.21581

Spitale, G., Biller-Andorno, N., & Germani, F. (2023). AI model GPT-3 (dis)informs us better than humans. Science Advances, 9(26), Article eadh1850. https://doi.org/10.1126/sciadv.adh1850

Stroupe, D., Hammerness, K., & McDonald, S. (2020). Preparing science teachers through practice-based teacher education. Harvard Education Press.

Thoman, E., & Jolls, T. (2008). Literacy for the 21st century: An overview & orientation guide to media literacy education (2nd ed.). Center for Media Literacy.

Tyner, K. (1998). Literacy in a digital world: Teaching and learning in the age of information. Erlbaum.

U.S. Department of Health and Human Services, Office of the U.S. Surgeon General. (2021). Confronting health misinformation: The U.S. Surgeon General’s advisory on building a healthy information environment. https://www.hhs.gov/sites/default/files/surgeon-general-misinformation-advisory.pdf

Van Audenhove, L., VandenBroeck, W., & Mariën, I. (2020). Data literacy and education: Introduction and the challenges for our field. Journal of Media Literacy Education, 12(3), 1–5. https://doi.org/10.23860/JMLE-2020-12-3-1

Vosoughi, S., Roy, D., & Aral, S. (2018). The spread of true and false news online. Science, 359(6380), 1146–1151. https://doi.org/10.1126/science.aap9559

Walker, A. R., Navarro, D. J., Newell, B. R., & Beesley, T. (2022). Protection from uncertainty in the exploration/exploitation trade-off. Journal of Experimental Psychology: Learning, Memory, and Cognition, 48(4), 547–568. https://doi.org/10.1037/xlm0000883

Zarocostas, J. (2020). How to fight an infodemic. The Lancet, 395(10225), 676. https://doi.org/10.1016/S0140-6736(20)30461-X

Zeidler, D. L. (2014). Socioscientific issues as a curriculum emphasis: Theory, research, and practice. In N. G. Lederman & S. K. Abell (Eds.), Handbook of research on science education (Vol. II, pp. 697–726). Routledge.

Zetterqvist, A., & Bach, F. (2023). Epistemic knowledge—a vital part of scientific literacy? International Journal of Science Education, 45(6), 484–501. https://doi.org/10.1080/09500693.2023.2166372

Zucker, A., Noyce, P., & McCullough, A. (2020). Just say no! Teaching students to resist scientific misinformation. The Science Teacher, 87(5), 24–29. https://doi.org/10.2505/4/tst20_087_05_24