Tailoring Web Pages for Persuasion on Prevention Topics: Message Framing, Color Priming, and Gender

On the Web, as in more traditional influence contexts, the most effective persuasive strategies often depend on the individual characteristics of the message recipient. Unfortunately, most persuasive technology applications currently employ a one-size-fits-all approach to interventions. The study we illustrate investigates two different techniques message framing and color priming that can be used in tailoring a persuasive Web page about a prevention topic. The findings of our study highlight interactive effects between message framing and color priming, and advance the results in the literature by showing that red enhances the effects of framing in a gender-based fashion. The obtained results also provide practical guidance for automatic tailoring of persuasive Web pages about prevention topics, suggesting a strategy based on gender, an information about the user that is typically readily available in social network profiles, and other Web sites to which people register.

[1]  Amitava Chattopadhyay,et al.  Waiting for the Web: How Screen Color Affects Time Perception , 2004 .

[2]  P. Miller,et al.  The Effect of Framing on Choice , 1990 .

[3]  A. Elliot,et al.  Romantic red: red enhances men's attraction to women. , 2008, Journal of personality and social psychology.

[4]  Mary A. Gerend,et al.  Message framing and color priming: How subtle threat cues affect persuasion , 2009 .

[5]  N. S. Fagley,et al.  Framing Effects and Arenas of Choice: Your Money or Your Life? , 1997 .

[6]  Peggy A. Hite,et al.  Framing, gender and tax compliance , 2003 .

[7]  J. Zelenski,et al.  Why are you bringing up condoms now? The effect of message content on framing effects of condom use messages. , 2005, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[8]  Schneider,et al.  All Frames Are Not Created Equal: A Typology and Critical Analysis of Framing Effects. , 1998, Organizational behavior and human decision processes.

[9]  R. Mehta,et al.  Blue or Red? Exploring the Effect of Color on Cognitive Task Performances , 2009, Science.

[10]  K. White,et al.  An examination of message-relevant affect in road safety messages : should road safety advertisements aim to make us feel good or bad? , 2008 .

[11]  Peter Salovey,et al.  The Influence of Message Framing on Intentions to Perform Health Behaviors , 1993 .

[12]  Jaap Ham,et al.  Justice and the human alarm system : the impact of exclamation points and flashing lights on the justice judgment process , 2008 .

[13]  Eric J. Johnson,et al.  When Web Pages Influence Choice: Effects of Visual Primes on Experts and Novices , 2002 .

[14]  Richard Tay,et al.  Examining the effectiveness of physical threats in road safety advertising: The role of the third-person effect, gender, and age , 2007 .

[15]  Markus A. Maier,et al.  Color and psychological functioning: the effect of red on performance attainment. , 2007, Journal of experimental psychology. General.

[16]  R. Rogers Cognitive and physiological processes in fear appeals and attitude change: a revised theory of prote , 1983 .

[17]  John D. Burger,et al.  Discriminating Gender on Twitter , 2011, EMNLP.

[18]  M. Allen,et al.  A Meta-Analysis of Fear Appeals: Implications for Effective Public Health Campaigns , 2000, Health education & behavior : the official publication of the Society for Public Health Education.

[19]  Markus Appel,et al.  Color red in web-based knowledge testing , 2010, Comput. Hum. Behav..

[20]  Harri Oinas-Kukkonen,et al.  Influencing Individually: Fusing Personalization and Persuasion , 2012, TIIS.

[21]  Markus A. Maier,et al.  CURRENT DIRECTIONS IN PSYCHOLOGICAL SCIENCE Color and Psychological Functioning , 2022 .

[22]  Tonya L Smith-Jackson,et al.  Research-based guidelines for warning design and evaluation. , 2002, Applied ergonomics.

[23]  Matthew D. Lieberman,et al.  Why rejection hurts: a common neural alarm system for physical and social pain , 2004, Trends in Cognitive Sciences.

[24]  Michael Conway,et al.  Humor in Persuasion on Threatening Topics: Effectiveness Is a Function of Audience Sex Role Orientation , 2002 .

[25]  Cristina Conati,et al.  Adaptive Content Presentation for the Web , 2007, The Adaptive Web.

[26]  R. W. Rogers,et al.  A meta-analysis of research on protection motivation theory. , 2000 .

[27]  Alexander J. Rothman,et al.  Shaping perceptions to motivate healthy behavior: the role of message framing. , 1997, Psychological bulletin.