Notes
Cohen’s d is estimated in these analyses by Hedges’ g.
References
Avraamidou, L., & Osborne, J. (2009). The role of narrative in communicating science. International Journal of Science Education, 31(12), 1683–1707. doi:10.1080/09500690802380695.
Bennett, J., & Hogarth, S. (2009). Would you want to talk to a scientist at a party? High school students’ attitudes to school science and to science. International Journal of Science Education, 31(14), 1975–1998. doi:10.1080/09500690802425581.
Bogart, L. M., Skinner, D., Weinhardt, L. S., Glasman, L., Sitzler, C., Toefy, Y., et al. (2011). HIV misconceptions associated with condom use among black South Africans: An exploratory study. African Journal of AIDS Research AJAR, 10(2), 181–187. doi:10.2989/16085906.2011.593384. http://www.tandfonline.com.
Boyce, W., Torsheim, T., Currie, C., & Zambon, A. (2006). The family affluence scale as a measure of national wealth: Validation of an adolescent self-report measure. Social Indicators Research, 78(3), 473–487. doi:10.1007/s11205-005-1607-6.
Brehm-heeger, B. P., Conway, A., & Vale, C. (2007). The amazing and unexpected places an anime club can lead unsuspecting librarians. Young Adult Library Services, 5(2), 14–17.
Brenner, R. (2011). Comics and graphic novels. In S. A. Wolf, K. Coats, P. Enciso, & C. Jenkins (Eds.), Handbook of research on children’s and young adult literature (pp. 255–267). New York: Taylor & Francis.
Burke, P. J., & Stets, J. (2009). Identity theory. New York: Oxford University Press.
Carney, R. N., & Levin, J. R. (2002). Pictorial illustrations still improve students’ learning from text. Educational Psychology Review, 14(1), 5–26.
Centers for Disease Control and Prevention. (2011). Genital HPV infection—CDC fact sheet. Washington: Department of Health and Human Services.
Centers for Disease Control and Prevention. (2012). HIV in the United States: At a glance. Washington: Department of Health and Human Services.
Cohn, N. (2005). Un-defining “comics”. International Journal of Comic Art, 7(2), 236–248.
Collins, L., & Lanza, S. (2010). Latent class and latent transition analysis: With applications in the social, behavior, and health sciences. Hoboken: Wiley.
Currie, C. E., Elton, R. A., Todd, J., & Platt, S. (1997). Indicators of socioeconomic status for adolescents: The WHO health behaviour in school-aged children survey. Health Education Research, 12(3), 385–397.
Delp, C., & Jones, J. (1996). Communicating information to patients: The use of cartoon illustrations to improve comprehension of instructions. Academic Emergency Medicine, 3(3), 264–270. doi:10.1111/j.1553-2712.1996.tb03431.x.
Devroey, D., Riffi, A., Balemans, R., Van De Vijver, E., Chovanova, H., & Vandevoorde, J. (2013). Comparison of knowledge and attitudes about vaccination between Belgian and immigrant adolescents. Journal of Infection and Public Health, 1(6), 1–9.
Diamond, J., Powell, M., Fox, A., Downer-Hazell, A., & Wood, C. (2012). World of viruses. Lincoln: University of Nebraska Press.
Dorrell, L. D., Curtis, D. B., & Rampal, K. R. (1995). Book-worms without books? Students reading comic books in the school house. The Journal of Popular Culture, 29(2), 223–234.
Durik, A. M., & Harackiewicz, J. M. (2007). Different strokes for different folks: How individual interest moderates the effects of situational factors on task interest. Journal of Education and Psychology, 99(3), 597–610. doi:10.1037/0022-0663.99.3.597.
Fang, Z. (1996). Illustrations, text, and the child reader. Reading Horizons, 37, 130–142.
Fisher, D., & Frey, N. (2011). Engaging the adolescent learner: Making the most of graphic novels in the classroom. Newark: International Reading Association.
Food and Agriculture Organization of the United Nations. (2010). FAO warns of increased foot-and-mouth threats. Rome: FAO Media Centre. http://www.fao.org/news/story/en/item/41702/icode/.
Fraser, B. J. (1978). Development of a test of science-related attitudes. Science Education, 62(4), 509–515.
Glenberg, A. M., & Langston, W. E. (1992). Comprehension of illustrated text: Pictures help to build mental models. Journal of Memory and Language, 31(2), 129–151. doi:10.1016/0749-596X(92)90008-L.
Goffman, E. (1963). Stigma: Notes on the management of spoiled identity. Prentice-Hall. ISBN 0-671-62244-7.
Gonzales, P., Williams, T., Jocelyn, L., Roey, S., Kastberg, D., & Brenwald, S. (2008). Highlights From TIMSS 2007: Mathematics and science achievement of U.S. fourth- and eighth-grade students in an international context (NCES 2009–001 Revised). Washington: National Center for Education Statistics, Institute of Education Sciences, US Department of Education.
Gorman, M. (2002). What teens want. School Library Journal, 48(8), 42.
Green, M. J., & Myers, K. R. (2010). Graphic medicine: Use of comics in medical education and patient care. British Medical Journal, 340, 574–577.
Griffith, P. E. (2010). Graphic novels in the secondary classroom and school libraries. Journal of Adolescent & Adult Literacy, 54(3), 181–189. doi:10.1598/JAAL.54.3.3.
Gustines, G. G. (2009). Introducing the New York Times graphic books best seller lists—NYTimes.com. New York Times. http://artsbeat.blogs.nytimes.com/2009/03/05/introducing-the-new-york-times-graphic-books-best-seller-lists/?scp=5&sq=introducingthenewyorktimesgraphic&st=cse
Harbaugh, B. (2008). How comics can save us from scientific ignorance. Wired Magazine, 16 (12). http://www.wired.com/culture/education/magazine/16-12/pl_print
Harrell, F. E. (2010). Regression modeling strategies: With applications to linear models, logistic regression, and survival analysis. New York: Springer.
Hidi, S. (1990). Interest and its contribution as a mental resource for learning. Review of Educational Research, 60(4), 549–571. doi:10.3102/00346543060004549.
Hidi, S., & Harackiewicz, J. M. (2000). Motivating the academically unmotivated: A critical issue for the 21st century. Review of Educational Research, 70(2), 151–179. doi:10.3102/00346543070002151.
Hidi, S., & Renninger, K. A. (2006). The four-phase model of interest development. Educational Psychology, 41(2), 111–127.
Hosler, J. (2000). Clan Apis (2nd ed.). Columbus: Active Synapse.
Hosler, J., & Boomer, K. B. (2011). Are comic books an effective way to engage nonmajors in learning and appreciating science? CBE Life Sciences Education, 10(3), 309–317. doi:10.1187/cbe.10-07-0090.
Hosler, J., Cannon, K., & Cannon, Z. (2011). Evolution: The story of life on earth. New York: Hill and Wang.
Houts, P. S., Doak, C. C., Doak, L. G., & Loscalzo, M. J. (2006). The role of pictures in improving health communication: A review of research on attention, comprehension, recall, and adherence. Patient Education and Counseling, 61(2), 173–190.
Hughes, S. (2005, April 8). Comic book science in the classroom [Audio podcast]. On National Public Radio. http://www.npr.org/templates/story/story.php?storyId=4581832
Hughes-Hassell, S. (2007). The leisure reading habits of urban adolescents. Journal of Adolescent & Adult Literacy, 51(1), 22–33. doi:10.1598/JAAL.51.1.3.
Jacobson, R. M., Targonski, P. V., & Poland, G. A. (2007). A taxonomy of reasoning flaws in the anti-vaccine movement. Vaccine, 25(16), 3146–3152. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/17292515.
Joint Committee on National Health Education Standards. (2007). National health education standards: Achieving excellence (2nd ed.). Atlanta: American Cancer Society.
Kelly, J., Grossman, L., & Lacayo, R. (2005). Time’s list of the 100 Best Novels. Time Magazine. Retrieved from http://entertainment.time.com/2005/10/16/all-time-100-novels/#all
Kikuchi, H., Kato, H., & Akahori, K. (2002). Analysis of children’s web browsing process: ICT education in elementary school. In International Conference on Computers in Education Proceedings (pp. 253–254). Los Alamitos: IEEE Computer Society. doi:10.1109/CIE.2002.1185917.
Kools, M., Van De Wiel, M. W. J., Ruiter, R. A. C., & Kok, G. (2006). Pictures and text in instructions for medical devices: Effects on recall and actual performance. Patient Education and Counseling, 64(1–3), 104–111.
Levie, W., & Lentz, R. (1982). Effects of text illustrations: A review of research. Educational Technology Research and Development, 30(4), 195–232.
Locke, S. (2005). Fantastically reasonable: Ambivalence in the representation of science and technology in super-hero comics. Public Understanding of Science, 14(1), 25–46. doi:10.1177/0963662505048197.
Lubke, G., & Neale, M. (2008). Distinguishing between latent classes and continuous factors with categorical outcomes: Class invariance of parameters of factor mixture models. Multivariate Behavioral Research, 43(4), 592–620. doi:10.1080/00273170802490673.
Mackinder, L. C. M., Worthy, C. A., Biggi, G., Hall, M., Ryan, K. P., Varsani, A., et al. (2009). A unicellular algal virus, Emiliania huxleyi virus 86, exploits an animal-like infection strategy. Journal of General Virology, 90(9), 2306–2316. doi:10.1099/vir.0.011635-0.
Mallia, G. (2007). Learning from the sequence: The use of comics in instruction. Interdisciplinary Comics Studies, 3(3). http://www.english.ufl.edu/imagetext/archives/v3_3/mallia/index.shtml?print#
Manjunath, U., & Pareek, R. P. (2003). Maternal knowledge and perceptions about the routine immunization programme—a study in a semiurban area in Rajasthan. Journal of Medical Sciences, 57(4), 158–163. Retrieved from http://www.indianjmedsci.org/article.asp?issn=0019-5359;year=2003;volume=57;issue=4;spage=158;epage=163;aulast=Manjunath.
Mansoor, L. E., & Dowse, R. (2003). Effect of pictograms on readability of patient information materials. The Annals of Pharmacotherapy, 37(7–8), 1003–1009.
Mantzicopoulos, P., & Patrick, H. (2011). Reading picture books and learning science: Engaging young children with informational text. Theory Into Practice, 50(4), 269–276. doi:10.1080/00405841.2011.607372.
Matuk, C. F., Diamond, J., & Uttal, D. H. (2009, October). Heroes, villains and viruses: How graphic narratives teach science. Paper presented at the International Visual Literacy Association (IVLA2009), Chicago, IL.
Mayer, R. E., & Gallini, J. K. (1990). When is an illustration worth ten thousand words? Journal of Education and Psychology, 82(4), 715–726. doi:10.1037/0022-0663.82.4.715.
McLachlan, G., & Peel, D. (2000). Finite mixture models. New York: Wiley.
McTaggart, J. (2005). Using comics and graphic novels to encourage reluctant readers. Reading Today, 23(2), 46.
Miller, S. (2001). Public understanding of science at the crossroads. Public Understanding of Science, 10(1), 115–120. doi:10.1088/0963-6625/10/1/308.
Miller, J. D. (2004). Public understanding of, and attitudes toward, scientific research: What we know and what we need to know. Public Understanding of Science, 13(3), 273–294. doi:10.1177/0963662504044908.
Muthén, L. K., & Muthén, B. O. (2011). Mplus user’s guide (6th ed.). Los Angeles: Muthén & Muthén.
Nagata, R. (1999). Learning biochemistry through manga—helping students learn and remember, and making lectures more exciting. Biochemical Education, 27(4), 200–203. doi:10.1016/S0307-4412(99)00052-7.
National Center for Education Statistics. (2009). National assessment of educational progress (NAEP), 2009 science assessment. Washington: Institute of Education Sciences, US Department of Education.
National Center for Education Statistics. (2011). Digest of Education Statistics (NCES 2011–015). Washington: Institute of Education Sciences, US Department of Education.
Negrete, A., & Lartigue, C. (2004). Learning from education to communicate science as a good story. Endeavour, 28(3), 120–124. doi:10.1016/j.endeavour.2004.07.003.
Norton, B. (2003). The motivating power of comic books: Insights from Archie comic readers. The Reading Teacher, 57(2), 140–147.
Osborne, J., & Dillon, J. (2008). Science education in Europe: Critical reflections. London: Nuffield Foundation.
Park, J. S., Kim, D. H., & Chung, M. S. (2011). Anatomy comic strips. Anatomical Sciences Education, 4(5), 275–279. doi:10.1002/ase.224.
Pike, M. M., Barnes, M. A., & Barron, R. W. (2010). The role of illustrations in children’s inferential comprehension. Journal of Experimental Child Psychology, 105(3), 243–255. doi:10.1016/j.jecp.2009.10.006.
Poland, G. A., & Jacobson, R. M. (2001). Understanding those who do not understand: A brief review of the anti-vaccine movement. Vaccine, 19(17–19), 2440–2445. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/11257375.
Rota, G., & Izquierdo, J. (2003). Comics as a tool for teaching biotechnology in primary schools. Electronic Journal of Biotechnology, 6(2), 85–89. doi:10.2225/vol6-issue2-fulltext-i02.
Rutherford, D. (2007). Great graphic novels for teens. Young Adult Library Services, 5(3), 40–43.
Singh, K., Granville, M., & Dika, S. (2002). Mathematics and science achievement: Effects of motivation, interest, and academic engagement. The Journal of Educational Research, 95(6), 323–332.
Sinha, I., Patel, A., Kim, F. S., MacCorkle, M. L., & Watkins, J. F. (2011). Comic books can educate children about burn safety in developing countries. Journal of Burn Care & Research, 32(4), E112–E117.
Sjøberg, S., & Schreiner, C. (2012). A comparative view on adolescents' attitudes towards science. In M. W. Bauer, R. Shukla, & N. Allum (Eds.), The culture of science: How the public relates to science across the globe (pp. 200–213). London: Routledge. 9780415873697.
Sones, W. (1944). The comics and instructional method. Journal of Educational Sociology, 18, 239.
Stets, J. E. (2006). Identity Theory. In P. J. Burke (Ed.), Contemporary social psychological theories (pp. 88–110). Stanford: Stanford University Press.
Stryker, S., & Burke, P. J. (2000). The past, present, and future of an identity theory. Social Psychology Quarterly, 63(4), 284–297.
Swenson, R. R., Rizzo, C. J., Brown, L. K., Vanable, P. A., Carey, M. P., Valois, R. F., et al. (2010). HIV knowledge and its contribution to sexual health behaviors of low-income African American adolescents. Journal of the National Medical Association, 102(12), 1173–1182. National Medical Assn. http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3095017/.
Tatalovic, M. (2009). Science comics as tools for science education and communication: A brief, exploratory study. Journal of Science Communication, 8(4), 1–17.
Thompson, T. (2007). Embracing reluctance when classroom teachers shy away from graphic books. Library Media Connection, 25(4), 29–29.
Thompson, M., Shay, D., Zhou, H., Bridges, C., Cheng, P., Burns, E., et al. (2010). Estimates of deaths associated with seasonal influenza—United States, 1976–2007. JAMA : The Journal of the American Medical Association, 304(16), 1778–1780.
Uleby, N. (2005, February 14). Holy evolution, Darwin! Comics take on science (Audio podcast). On National Public Radio. http://www.npr.org/templates/story/story.php?storyId=4495248
UNAIDS (2010). Global report: UNAIDS report on the global AIDS epidemic 2010. Geneva: Joint United Nations Programme on HIV/AIDS (UNAIDS).
Volin, E. V. A. (2011). Good comics for kids collecting graphic novels for young readers. Children & Libraries: The Journal of the Association for Library Service to Children, 9(1), 3–10.
Wardle, J. (2002). Assessing socioeconomic status in adolescents: The validity of a home affluence scale. Journal of Epidemiology and Community Health, 56(8), 595–599. doi:10.1136/jech.56.8.595.
Wirth, R. J., & Edwards, M. C. (2007). Item factor analysis: Current approaches and future directions. Psychological Methods, 12(1), 58–79. doi:10.1037/1082-989X.12.1.58.
Zimmer, C. (2012). A planet of viruses. Chicago: University Of Chicago Press.
Acknowledgments
The Bureau of Sociological Research (BOSR) staff at the University of Nebraska conducted the data collection. The authors thank Amanda Richardson, Nicole Bryner, Michelle Howell Smith, Richard Hull, Kristin Childers, Lindsey Witt, Deb Predmore, Matthew Colling, Deborah McPherson, Michael Walker, Leanna Cayler, Jared Forst, Eric Lim, Shane Lowe, Kim Meiergerd, Sheereen Othman, and Shasta Inman for assistance with data collection, coding, and analysis.
Funding
This research was supported by the World of Viruses project funded by the National Institutes of Health through the Science Education Partnership Award (SEPA) [grant number R25RR024267 (2007–2012)]. Its content is solely the responsibility of the authors and does not necessarily represent the official views of NIH.
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Appendix
Appendix
Items Used in Subscales
-
1.
Importance of viruses and studying viruses
-
a.
The world is better because people study viruses.
-
b.
Knowing about viruses helps prevent disease.
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c.
People should understand viruses because it helps their lives.
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d.
It is important that people study viruses.
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e.
People who study viruses can improve the world.
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f.
People are healthier because of science.
-
a.
-
2.
Interest in viruses and studying viruses.
-
a.
I don’t want to know more about viruses (reversed).
-
b.
Life would be boring without viruses.
-
c.
Viruses are boring (reversed).
-
d.
It can be fun to learn about viruses.
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e.
It would be interesting to have a job that works with viruses.
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f.
Viruses can be interesting.
-
a.
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3.
Knowledge of viruses.
-
a.
Viruses need a host to reproduce.
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b.
There are more humans than viruses (reversed).
-
c.
The body’s immune system fights viruses.
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d.
Viruses take over cells to make more viruses.
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e.
Cells and viruses are about the same size (reversed).
-
f.
T cells fight viruses.
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g.
Viruses have their own DNA or RNA.
-
h.
Vaccines prevent disease.
-
a.
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Spiegel, A.N., McQuillan, J., Halpin, P. et al. Engaging Teenagers with Science Through Comics. Res Sci Educ 43, 2309–2326 (2013). https://doi.org/10.1007/s11165-013-9358-x
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DOI: https://doi.org/10.1007/s11165-013-9358-x