The impact of recommendations and warnings on the quality evaluation of health websites: An online experiment

With the increase in availability of online health information (OHI), consumers need to be able to properly evaluate the quality of health websites. Although several established evaluation criteria for OHI are available, these are rarely used by consumers. To improve people's ability and motivation to critically evaluate OHI, insights into how these criteria can optimally be communicated are needed. This study aims to investigate whether educational messages recommending the use of quality criteria can improve consumers' ability to evaluate OHI credibility, especially among people with low health literacy. We also test whether these messages can yield a stronger effect when combined with information warning consumers against using non-established criteria. In an online experiment, we randomly assigned 403 participants to one of four conditions and asked them to evaluate two websites of different quality. The conditions consisted of recommendations promoting the use of established evaluation criteria, warnings against using commonly adopted non-established criteria, a combination of the two, and a control group. Participants exposed to messages recommending established criteria evaluated the credibility of the lower quality website as poorer, and were better able to discriminate between high and low quality information compared to those in the control group. A combination of recommendations and warnings also improved people's ability to evaluate, but did not yield a stronger effect than the recommendations alone. Subgroup analysis, however, showed that these effects existed only for those with high health literacy. We conclude that providing consumers with criteria to evaluate OHI might be a viable way to improve people's evaluation skills of online health materials. Further research is needed to identify efficient ways to communicate these criteria to low health literate audiences. Strategies to improve consumers' ability to evaluate online information are needed.Recommendations about established criteria positively affect credibility evaluation.Adding warnings against non-established criteria does not improve evaluation.Recommendations only work for high health literate consumers.Future research should find viable ways to reach low health literate consumers.

[1]  J. V. van Weert,et al.  Low Health Literacy and Evaluation of Online Health Information: A Systematic Review of the Literature , 2015, Journal of Medical Internet Research.

[2]  Jacquelyn A. Burkell,et al.  Believe it or not: Factors influencing credibility on the Web , 2002, J. Assoc. Inf. Sci. Technol..

[3]  Nadine Bol,et al.  Exploring the role of health literacy on attention to and recall of text-illustrated health information: An eye-tracking study , 2015, Comput. Hum. Behav..

[4]  Nancy D Berkman,et al.  Health Literacy: What Is It? , 2010, Journal of health communication.

[5]  M. Hardey 'E-health': the internet and the transformation of patients into consumers and producers of health knowledge , 2001 .

[6]  Edith G. Smit,et al.  Should We Be Afraid of Simple Messages? The Effects of Text Difficulty and Illustrations in People With Low or High Health Literacy , 2015, Health communication.

[7]  Markus A. Feufel,et al.  What do Web-Use Skill Differences Imply for Online Health Information Searches? , 2012, Journal of medical Internet research.

[8]  Michael Mackert,et al.  Designing e-health interventions for low-health-literate culturally diverse parents: addressing the obesity epidemic. , 2009, Telemedicine journal and e-health : the official journal of the American Telemedicine Association.

[9]  Stacey L. Sheridan,et al.  Low Health Literacy and Health Outcomes: An Updated Systematic Review , 2011, Annals of Internal Medicine.

[10]  Nicola Diviani,et al.  Exploring the role of health literacy in the evaluation of online health information: Insights from a mixed-methods study. , 2016, Patient education and counseling.

[11]  K. Viswanath,et al.  The communications revolution and cancer control , 2005, Nature Reviews Cancer.

[12]  Soo Young Rieh Judgement of information quality and cognitive authority in the Web , 2002 .

[13]  Nick C. Fox,et al.  Designing for e-Health , 2006 .

[14]  Christian Köhler,et al.  How do consumers search for and appraise health information on the world wide web? Qualitative study using focus groups, usability tests, and in-depth interviews , 2002, BMJ : British Medical Journal.

[15]  Paul Kim,et al.  Published criteria for evaluating health related web sites: review , 1999, BMJ.

[16]  P. Grewal,et al.  The quality and readability of colorectal cancer information on the internet. , 2013, International journal of surgery.

[17]  S MeppelinkCorine,et al.  Exploring the role of health literacy on attention to and recall of text-illustrated health information , 2015 .

[18]  Nicholas C. Burbules,et al.  Rhetorics of the web: hyperreading and critical literacy" in page to screen: taking literacy into th , 2003 .

[19]  Cameron D. Norman,et al.  eHEALS: The eHealth Literacy Scale , 2006, Journal of medical Internet research.

[20]  Miriam J. Metzger,et al.  Perceptions of Internet Information Credibility , 2000 .

[21]  Miriam J. Metzger Making sense of credibility on the Web: Models for evaluating online information and recommendations for future research , 2007 .

[22]  Yan Zhang,et al.  Quality of health information for consumers on the web: A systematic review of indicators, criteria, tools, and evaluation results , 2015, J. Assoc. Inf. Sci. Technol..

[23]  D. R. Danielson,et al.  How do users evaluate the credibility of Web sites?: a study with over 2,500 participants , 2003, DUX '03.

[24]  Besiki Stvilia,et al.  A model for online consumer health information quality , 2009, J. Assoc. Inf. Sci. Technol..

[25]  Nadine Bol,et al.  The Effect of Modality and Narration Style on Recall of Online Health Information: Results From a Web-Based Experiment , 2015, Journal of medical Internet research.

[26]  Marc Meola,et al.  Chucking the Checklist: A Contextual Approach to Teaching Undergraduates Web-Site Evaluation , 2004 .

[27]  J. Powell,et al.  Empirical studies assessing the quality of health information for consumers on the world wide web: a systematic review. , 2002, JAMA.

[28]  Christopher E. Beaudoin,et al.  Health literacy and the internet: An exploratory study on the 2013 HINTS survey , 2016, Comput. Hum. Behav..

[29]  Josip Car,et al.  Interventions for enhancing consumers' online health literacy. , 2011, The Cochrane database of systematic reviews.

[30]  R. Gauld,et al.  Use of the internet for health information: A study of Australians and New Zealanders , 2009, Informatics for health & social care.

[31]  B. Weiss,et al.  Quick Assessment of Literacy in Primary Care: The Newest Vital Sign , 2005, The Annals of Family Medicine.

[32]  Ellen Uiters,et al.  Health literacy in Europe: comparative results of the European health literacy survey (HLS-EU) , 2015, European journal of public health.

[33]  Ann Scholz-Crane,et al.  Evaluating the Future: A Preliminary Study of the Process of How Undergraduate Students Evaluate Web Sources , 1998 .

[34]  Lehana Thabane,et al.  Assessment of the quality and variability of health information on chronic pain websites using the DISCERN instrument , 2010, BMC Medicine.

[35]  Funda Meric-Bernstam,et al.  Commonly cited website quality criteria are not effective at identifying inaccurate online information about breast cancer , 2008, Cancer.

[36]  R. J. Cline,et al.  Consumer health information seeking on the Internet: the state of the art. , 2001, Health education research.

[37]  Miriam J. Metzger,et al.  Digital Media and Youth: Unparalleled Opportunity and Unprecedented Responsibility , 2008 .

[38]  Ahmed Allam,et al.  Do quality markers for health websites affect the perception of vaccination webpages? , 2017, Comput. Hum. Behav..

[39]  Soo Young Rieh Judgment of information quality and cognitive authority in the Web , 2002, J. Assoc. Inf. Sci. Technol..

[40]  R. Kravitz,et al.  Health information on the Internet: accessibility, quality, and readability in English and Spanish. , 2001, JAMA.

[41]  Todd M. Gureckis,et al.  CUNY Academic , 2016 .