The Wayback Machine - https://web.archive.org/web/20230425122259/https://journals.sagepub.com/doi/10.1177/1075547014529093
Skip to main content
Intended for healthcare professionals
Restricted access
Research article
First published online May 15, 2014

Inequalities in Scientific Understanding: Differentiating Between Factual and Perceived Knowledge Gaps

Abstract

This study assesses two key types of knowledge assessments, factual and perceived knowledge, in the study of knowledge gaps. In addition, we distinguish between communication channels in exploring the phenomenon, examining nanotechnology knowledge gaps based on levels of attention to traditional media, science blog use, and the frequency of interpersonal discussion. Using regression analysis, we find that how researchers measure knowledge can significantly affect the discovery of gaps. We also find differential effects based on communication channels, including evidence that the direction of perceived gaps in knowledge can be reversed as media consumption increases. Implications of these findings are discussed.

Get full access to this article

View all access and purchase options for this article.

References

Allum N., Sturgis P., Tabourazi D., Brunton-Smith I. (2008). Science knowledge and attitudes across cultures: A meta-analysis. Public Understanding of Science, 17, 35-54.
Assudani R. H. (2011). Role of familiarity in affecting knowledge gaps in geographically dispersed work. IEEE Transactions on Professional Transactions, 54, 314-332.
Batts S. A., Anthis N. J., Smith T. C. (2008). Advancing science through conversations: Bridging the gap between blogs and the academy. PLoS Biology, 6(9), e240.
Bauer M. W., Allum N., Miller S. (2007). What can we learn from 25 years of PUS survey research? Liberating and expanding the agenda. Public Understanding of Science, 16, 79-95.
Bauer M. W., Petkova K., Boyadjieva P. (2000). Public knowledge of and attitudes to science: Alternative measures that may end the “science war.” Science, Technology, & Human Values, 25, 30-51.
Besley J. C., Shanahan J. (2005). Media attention and exposure in relation to support for agricultural biotechnology. Science Communication, 26, 347-367.
Bonetta L. (2007). Scientists enter the blogosphere. Cell, 129, 443-445.
Bonfadelli H. (2002). The Internet and knowledge gaps: A theoretical and empirical investigation. European Journal of Communication, 17, 65-84.
Brossard D., Shanahan J. (2006). Do they know what they read? Building a scientific literacy measurement instrument based on science media coverage. Science Communication, 28, 47-63.
Cacciatore M. A., Scheufele D. A., Corley E. A. (2013). Another (methodological) look at knowledge gaps and the Internet’s potential for closing them. Public Understanding of Science. Advance online publication.
Cho J., Shah D. V., McLeod J. M., McLeod D. M., Scholl R. M., Gotlieb M. R. (2009). Campaigns, reflection, and deliberation: Advancing an O-S-R-O-R model of communication effects. Communication Theory, 19, 66-88.
Cobb M. D., Macoubrie J. (2004). Public perceptions about nanotechnology: Risks, benefits and trust. Journal of Nanoparticle Research, 6, 395-405.
Cohen J. P., Cohen P., West S. G., Aiken L. S. (2003). Applied multiple regression/correlation analysis for the behavioral sciences (3rd ed.). Hillsdale, NJ: Lawrence Erlbaum.
Corley E. A., Scheufele D. A. (2010). Outreach going wrong? Scientist, 24, 22-22.
Donohue G. A., Tichenor P. J., Olien C. N. (1986). Metro daily pullback and knowledge gaps: Within and between communities. Communication Research, 13, 453-471.
Dyson E. (1997). Release 2.0: A design for living in the digital age. New York, NY: Broadway Books.
Engelberg M., Flora J. A., Nass C. I. (1995). AIDS knowledge: Effects of channel involvement and interpersonal communication. Health Communication, 7, 73-91.
Ettema J. S., Kline F. G. (1977). Deficits, differences, and ceilings: Contingent conditions for understanding the knowledge gap. Communication Research, 4, 179-202.
Eveland W. P., Marton K., Seo M. Y. (2004). Moving beyond “just the facts”: The influence of online news on the content and structure of public affairs knowledge. Communication Research, 31, 82-108.
Eveland W. P., Scheufele D. A. (2000). Connecting news media use with gaps in knowledge and participation. Political Communication, 17, 215-237.
Gates B. (1995). The road ahead. New York, NY: Viking.
Gaziano C. (1983). The knowledge gap: An analytical review of media effects. Communication Research, 10, 447-486.
Gaziano C. (1984). Neighborhood newspapers, citizen groups, and public affairs knowledge gaps. Journalism Quarterly, 61, 556-566.
Hargittai E. (2008). Whose space? Differences among users and non-users of social network sites. Journal of Computer-Mediated Communication, 13, 276-297.
Hirsch A. T., Murphy T. P., Lovell M. B., Twillman G., Treat-Jacobson D., Harwood E. M., . . . Criqui M. H. (2007). Gaps in public knowledge of peripheral arterial disease. Circulation, 116), 2086-2094.
Ho S. S. (2012). The knowledge gap hypothesis in Singapore: The roles of socioeconomic status, mass media, and interpersonal discussion on public knowledge of the H1N1 flu pandemic. Mass Communication & Society, 15, 695-717.
Ho S. S., Scheufele D. A., Corley E. A. (2011). Value predispositions, mass media, and attitudes toward nanotechnology: The interplay of public and experts. Science Communication, 33, 167-200.
Jerit J., Barabas J., Bolsen T. (2006). Citizens, knowledge, and the information environment. American Journal of Political Science, 50, 266-282.
Kahan D. M., Braman D., Slovic P., Gastil J., Cohen G. (2009). Cultural cognition of the risks and benefits of nanotechnology. Nature Nanotechnology, 4, 87-90.
Kahlor L., Dunwoody S., Griffin R. (2004). Predicting knowledge complexity in the wake of an environmental risk. Science Communication, 26, 5-30.
Kim S. H. (2008). Testing the knowledge gap hypothesis in South Korea: Traditional news media, the Internet, and political learning. International Journal of Public Opinion Research, 20, 193-210.
Kouper I. (2010). Science blogs and public engagement with science: Practices, challenges, and opportunities. Journal of Science Communication, 9, 1-10.
Kruger J., Dunning D. (1999). Unskilled and unaware of it: How difficulties in recognizing one’s own incompetence lead to inflated self-assessments. Journal of Personality and Social Psychology, 77, 1121-1134.
Kwak N. (1999). Revisiting the knowledge gap hypothesis: Education, motivation, and media use. Communication Research, 26, 385-413.
Ladwig P., Dalrymple K. E., Brossard D., Scheufele D. A., Xenos M. (2012). Perceived familiarity or factual knowledge? Comparing operationalizations of scientific understandings. Science and Public Policy, 39, 761-774.
Lee C. J. (2009). The role of internet engagement in the health-knowledge gap. Journal of Broadcasting & Electronic Media, 53, 365-382.
Lee C. J., Scheufele D. A., Lewenstein B. V. (2005). Public attitudes toward emerging technologies: Examining the interactive effects of cognitions and affect on public attitudes toward nanotechnology. Science Communication, 27, 240-267.
Liu H., Priest S. (2009). Understanding public support for stem cell research: Media communication, interpersonal communication and trust in key actors. Public Understanding of Science, 18, 704-718.
Livingstone S. (2008). Taking risky opportunities in youthful content creation: Teenagers’ use of social networking sites for intimacy, privacy and self-expression. New Media & Society, 10, 393-411.
Lovrich N. P., Pierce J. C. (1984). “Knowledge gap” phenomena: Effect of situation-specific and transsituational factors. Communication Research, 11, 415-434.
Mabe P. A., West S. G. (1982). Validity of self-evaluation of ability: A review and meta-analysis. Journal of Applied Psychology, 67, 280.
Macoubrie J. (2006). Nanotechnology: Public concerns, reasoning and trust in government. Public Understanding of Science, 15, 221-241.
McDonald D. G., Glynn C. J. (1984). The stability of media gratifications. Journalism Quarterly, 61, 542-549.
Miller J. D. (1998). The measurement of civic scientific literacy. Public Understanding of Science, 7, 203-223.
Miller J. D. (2001). Who is using the Web for science and health information. Science Communication, 22, 256-273.
National Academy of Sciences. (2010). Rising above the gathering storm, revisited: Rapidly approaching category five. Washington, DC: Author.
National Science and Technology Council. (2010). The National Nanotechnology Initiative: Research and development leading to a revolution in technology and industry. Retrieved from http://www.whitehouse.gov/sites/default/files/microsites/ostp/nni_2011_budget_supplement.pdf
National Science Board. (2010). Science and engineering indicators (Chap. 7). Retrieved from http://www.nsf.gov./statistics/seind10/c7/c7h.htm
National Science Board. (2012). Science and technology: Public attitudes and understanding (Chap. 7). Retrieved from http://www.nsf.gov/statistics/seind12/pdf/c07.pdf
Nelkin D. (1995). Selling science: How the press covers science and technology. New York, NY: W. H. Freeman.
Neuman W. R., Just M. R., Crigler A. N. (1992). Common knowledge: News and the construction of political meaning. Chicago, IL: University of Chicago Press.
Nisbet M. C., Goidel R. K. (2007). Understanding citizen perceptions of science controversy: Bridging the ethnographic-survey research divide. Public Understanding of Science, 16, 421-440.
Peter D. Hart Research Associates. (2008). Awareness of and attitudes toward nanotechnology and synthetic biology. Retrieved from http://www.pewtrusts.org/uploadedFiles/wwwpewtrustsorg/Reports/Nanotechnologie/final-synbioreport.pdf
Project for Emerging Nanotechnologies. (2006). Nanotechnology’s potential threatened by weak public education and outreach. Retrieved from http://www.nanotechproject.org/news/archive/nanotechnologys_potential_threatened_by/
Rich R. F. (1991). Knowledge creation, diffusion and utilization: Perspectives of the founding editor of knowledge. Science Communication, 12, 319-337.
Rock E. M., Ireland M., Resnick M. D., McNeely C. A. (2005). A rose by any other name? Objective knowledge, perceived knowledge, and adolescent male condom use. Pediatrics, 115, 667-672.
Rundgren C. J., Rundgren S. N. C., Tseng Y. H., Lin P. L., Chang C. Y. (2012). Are you SLiM? Developing an instrument for civic scientific literacy measurement (SLiM) based on media coverage. Public Understanding of Science, 21, 759-773.
Sargent J. F. Jr. (2013). The National Nanotechnology Initiative: Overview, reauthorization, and appropriations issues. Retrieved from http://www.fas.org/sgp/crs/misc/RL34401.pdf
Satterfield T., Kandlikar M., Beaudrie C. E. H., Conti J., Harthorn B. H. (2009). Anticipating the perceived risk of nanotechnologies. Nature Nanotechnology, 4, 752-758.
Scheufele D. A. (2002). Examining differential gains from mass media and their implications for participatory behavior. Communication Research, 29, 46-65.
Scheufele D. A., Corley E. A., Shih T., Dalrymple K. E., Ho S. S. (2008). Religious beliefs and public attitudes toward nanotechnology in Europe and the United States. Nature Nanotechnology, 4, 91-94.
Slater M. D., Hayes A. F., Reineke J. B., Long M., Bettinghaus E. P. (2009). Newspaper coverage of cancer prevention: Multilevel evidence for knowledge-gap effects. Journal of Communication, 59, 514-533.
Speight K. (1999). Gaps in the worldwide information explosion: How the Internet is affecting the worldwide knowledge gap. Telematics and Informatics, 16, 135-150.
Tichenor P. J., Donohue G. A., Olien C. N. (1970). Mass media flow and differential growth in knowledge. Public Opinion Quarterly, 34, 159-170.
Walejko G., Ksiazek T. (2010). Blogging from the niches: The sourcing practices of science bloggers. Journalism Studies, 11, 412-427.
Wilkins J. S. (2008). The roles, reasons and restrictions of science blogs. Trends in Ecology & Evolution, 23, 411-413.
World Economic Forum. (2011). Shared norms for the new reality. Retrieved from http://www.weforum.org/events/world-economic-forum-annual-meeting-2011
Wynne B. (1991). Knowledges in context. Science, Technology, & Human Values, 16, 111-121.

Biographies

Leona Yi-Fan Su is a graduate student in the Department of Life Sciences Communication at the University of Wisconsin–Madison. Her research interests focus on the interplay between science, media, and the public; public understanding of emerging science; and technologies and science policy.
Michael A. Cacciatore is an assistant professor in the Department of Advertising and Public Relations at the University of Georgia. His research interests focus on risk communication with an emphasis on media coverage of risk and opinion formation for risk topics, and attitudes toward new technologies, including nanotechnology and alternative energies.
Dietram A. Scheufele is the John E. Ross professor in the Department of Life Sciences Communication at the University of Wisconsin–Madison. His work focuses on public opinion, political communication, and public attitudes toward new technologies, including nanotechnology, stem cell research, and genetically modified organisms.
Dominique Brossard is a professor and chair in the Department of Life Sciences Communication at the University of Wisconsin–Madison and a faculty affiliate of the University of Wisconsin–Madison Robert and Jean Holtz Center for Science and Technology Studies. Her research broadly focuses on the intersection between science, media, and the public and on the understanding of public opinion dynamics in the context of controversial science.
Michael A. Xenos is an associate professor and Department Chair in the Department of Communication Arts at the University of Wisconsin–Madison. He has research interests in political communication, science communication, democratic deliberation, public opinion, and civic engagement.

Cite article

Cite article

Cite article

OR

Download to reference manager

If you have citation software installed, you can download article citation data to the citation manager of your choice

Share options

Share

Share this article

Share with email
EMAIL ARTICLE LINK
Share on social media

Share access to this article

Sharing links are not relevant where the article is open access and not available if you do not have a subscription.

For more information view the SAGE Journals article sharing page.

Information, rights and permissions

Information

Published In

Article first published online: May 15, 2014
Issue published: June 2014

Keywords

  1. knowledge gap
  2. factual knowledge
  3. perceived knowledge
  4. science blog

Rights and permissions

© 2014 SAGE Publications.
Request permissions for this article.

History

Published online: May 15, 2014
Issue published: June 2014

Authors

Affiliations

Leona Yi-Fan Su
University of Wisconsin–Madison, USA
Michael A. Cacciatore
University of Georgia, USA
Dietram A. Scheufele
University of Wisconsin–Madison, USA
Dominique Brossard
University of Wisconsin–Madison, USA
Michael A. Xenos
University of Wisconsin–Madison, USA

Notes

Leona Yi-Fan Su, Department of Life Sciences Communication, University of Wisconsin–Madison, 1545 Observatory Drive, Madison, WI 53706, USA. Email: [email protected]

Metrics and citations

Metrics

Journals metrics

This article was published in Science Communication.

VIEW ALL JOURNAL METRICS

Article usage*

Total views and downloads: 1072

*Article usage tracking started in December 2016

Altmetric

See the impact this article is making through the number of times it’s been read, and the Altmetric Score.
Learn more about the Altmetric Scores


Articles citing this one

Web of Science: 27 view articles Opens in new tab

Crossref: 28

  1. Deficit of digital orientation among service-based firms in an emergin...
    Go to citation Crossref Google Scholar
  2. An HCI Research Agenda for Online Science Communication
    Go to citation Crossref Google Scholar
  3. Complementarity or substitution? The interaction effects between knowl...
    Go to citation Crossref Google Scholar
  4. Knowledge Acquisition in Times of the 2020 Coronavirus Pandemic: Evide...
    Go to citation Crossref Google Scholar
  5. The knowledge gap on social media: Examining roles of engagement and n...
    Go to citation Crossref Google Scholar
  6. How Media Literacy and Science Media Literacy Predicted the Adoption o...
    Go to citation Crossref Google Scholar
  7. Comparing the knowledge gap hypothesis in the United States and Singap...
    Go to citation Crossref Google ScholarPub Med
  8. Seeing through risk-colored glasses: Risk and benefit perceptions, kno...
    Go to citation Crossref Google Scholar
  9. Evaluation of the Pint of Science festival in Thailand
    Go to citation Crossref Google Scholar
  10. Creative (Climate) Communications
    Go to citation Crossref Google Scholar
  11. What we do and don’t know: a meta-analysis of the knowledge gap hypoth...
    Go to citation Crossref Google Scholar
  12. Distinguishing scientific knowledge: The impact of different measures ...
    Go to citation Crossref Google ScholarPub Med
  13. Are attitudes toward labeling nano products linked to attitudes toward...
    Go to citation Crossref Google Scholar
  14. Pink slimed: Media framing of novel food technologies and risk related...
    Go to citation Crossref Google Scholar
  15. The gap in scientific knowledge and role of science communication in S...
    Go to citation Crossref Google ScholarPub Med
  16. Variables Affecting Secondary School Students’ Willingness to Eat Gene...
    Go to citation Crossref Google Scholar
  17. Disparities in science literacy
    Go to citation Crossref Google Scholar
  18. Changes in the influence of affect and cognition over time on consumer...
    Go to citation Crossref Google Scholar
  19. How do U.S. state residents form opinions about ‘fracking’ in social c...
    Go to citation Crossref Google Scholar
  20. Extending the Cognitive Mediation Model: Examining Factors Associated ...
    Go to citation Crossref Google Scholar
  21. Engaging the Public at a Science Festival...
    Go to citation Crossref Google Scholar
  22. Analyzing public sentiments online: combining human- and computer-base...
    Go to citation Crossref Google Scholar
  23. Forschungsperspektiven der Wissenschaftskommunikation
    Go to citation Crossref Google Scholar
  24. Attitudinal gaps: How experts and lay audiences form policy attitudes ...
    Go to citation Crossref Google Scholar
  25. Public Responses to Forensic DNA Testing Backlogs...
    Go to citation Crossref Google Scholar
  26. Incorporating Information Exposure Into a Theory of Planned Behavior M...
    Go to citation Crossref Google Scholar
  27. Science News Consumption Patterns and Their Implications for Public Un...
    Go to citation Crossref Google Scholar
  28. The perceived familiarity gap hypothesis: examining how media attentio...
    Go to citation Crossref Google Scholar

Figures and tables

Figures & Media

Tables

View Options

Get access

Access options

If you have access to journal content via a personal subscription, university, library, employer or society, select from the options below:


Alternatively, view purchase options below:

Purchase 24 hour online access to view and download content.

Access journal content via a DeepDyve subscription or find out more about this option.

View options

PDF/ePub

View PDF/ePub

Full Text

View Full Text