The effect of interactivity on smokers' intention to quit: A linear or curvilinear relationship?

Abstract This paper reports the effect of website interactivity on change in smokers' behavioral intention to quit with a pretest-posttest design experiment. An online experiment with 92 smokers tested the effect of the number of interactive features on the website ranging from zero to three. An inverted U-shaped quadratic trend was found in perceived interactivity, which indirectly influenced the change score of participants’ behavioral intention to quit after browsing. Only one or two interactive features, not three, led to a significant increase in the change score compared with the control condition, by increasing vividness of the stimulus website and decreasing defensive responses. However, for smokers who are highly addicted, the website with three interactive features decreased their defensive responses and led to greater change in behavioral intention to quit compared with other less interactive conditions.

[1]  Robin L. Nabi,et al.  Avoiding the boomerang: testing the relative effectiveness of antidrug public service announcements before a national campaign. , 2002, American journal of public health.

[2]  L. Kozlowski,et al.  Nicotine addiction and its assessment. , 1990, Ear, nose, & throat journal.

[3]  R. Rimal,et al.  Perceived risk and efficacy beliefs as motivators of change: Use of the risk perception attitude (RPA) framework to understand health behaviors , 2003 .

[4]  S. Shyam Sundar,et al.  Lights, Camera, Music, Interaction! Interactive Persuasion in E-commerce , 2014, Commun. Res..

[5]  R. Engels,et al.  Adolescents' rationalizations to continue smoking: the role of disengagement beliefs and nicotine dependence in smoking cessation. , 2009, Addictive behaviors.

[6]  A. Bandura,et al.  Effect of perceived controllability and performance standards on self-regulation of complex decision making. , 1989, Journal of personality and social psychology.

[7]  Dan Jong Kim,et al.  A study of mobile user engagement (MoEN): Engagement motivations, perceived value, satisfaction, and continued engagement intention , 2013, Decis. Support Syst..

[8]  Ryan T. Wright,et al.  Shut-up I Don't Care: Understanding the Role of Relevance and Interactivity on Customer Attitudes Toward Repetitive Online Advertising , 2008 .

[9]  E. Bucy,et al.  The Mediated Moderation Model of Interactivity , 2007 .

[10]  Lisa R. Klein Creating virtual product experiences: The role of telepresence , 2003 .

[11]  William W. Gaver Technology affordances , 1991, CHI.

[12]  Martin Raw,et al.  Trying to stop smoking: Effects of perceived addiction, attributions for failure, and expectancy of success , 1985, Journal of Behavioral Medicine.

[13]  Lijiang Shen,et al.  Mitigating Psychological Reactance: The Role of Message‐Induced Empathy in Persuasion , 2010 .

[14]  G. Zinkhan,et al.  Determinants of Perceived Web Site Interactivity , 2008 .

[15]  John T. Cacioppo,et al.  The Elaboration Likelihood Model of Persuasion , 1986, Advances in Experimental Social Psychology.

[16]  D. Norman The psychology of everyday things , 1990 .

[17]  David R. Shaffer,et al.  Vividness Can Undermine or Enhance Message Processing: The Moderating Role of Vividness Congruency , 2000 .

[18]  James D. Ivory,et al.  The Effects of Technological Advancement and Violent Content in Video Games on Players’ Feelings of Presence, Involvement, Physiological Arousal, and Aggression , 2007 .

[19]  M. Wakefield,et al.  Do graphic health warning labels have an impact on adolescents' smoking-related beliefs and behaviours? , 2008, Addiction.

[20]  Yuping Liu,et al.  Developing a scale to measure the interactivity of websites , 2003, Journal of Advertising Research.

[21]  Hwiman Chung,et al.  Effects of Perceived Interactivity on Web Site Preference and Memory: Role of Personal Motivation , 2006, J. Comput. Mediat. Commun..

[22]  Claude H. Miller,et al.  Adolescent Reactance and Anti-Smoking Campaigns: A Theoretical Approach , 2003, Health communication.

[23]  P. Schnohr,et al.  Gender and determinants of smoking cessation: a longitudinal study. , 1999, Preventive medicine.

[24]  Lijiang Shen,et al.  The Effect of Message Frame in Anti-Smoking Public Service Announcements on Cognitive Response and Attitude Toward Smoking , 2010, Health communication.

[25]  Hairong Li,et al.  Impact of 3-D Advertising on Product Knowledge, Brand Attitude, and Purchase Intention: The Mediating Role of Presence , 2002 .

[26]  D. Fortin,et al.  Interactivity and vividness effects on social presence and involvement with a web-based advertisement , 2005 .

[27]  A. Fiore,et al.  Effect of image interactivity technology on consumer responses toward the online retailer , 2005 .

[28]  T. Perneger,et al.  A Self-Administered Questionnaire to Measure Dependence on Cigarettes: The Cigarette Dependence Scale , 2003, Neuropsychopharmacology.

[29]  K. Fagerström,et al.  Measuring degree of physical dependence to tobacco smoking with reference to individualization of treatment. , 1978, Addictive behaviors.

[30]  Kun Chang Lee,et al.  The impact of hyperlink affordance, psychological reactance, and perceived business tie on trust transfer , 2014, Comput. Hum. Behav..

[31]  Y. Kashima,et al.  Assessing the effectiveness of antismoking television advertisements: do audience ratings of perceived effectiveness predict changes in quitting intentions and smoking behaviours? , 2013, Tobacco Control.

[32]  Yan Huang,et al.  Toward a Theory of Interactive Media Effects (TIME) , 2015 .

[33]  Jang-Sun Hwang,et al.  Measures of Perceived Interactivity: An Exploration of the Role of Direction of Communication, User Control, and Time in Shaping Perceptions of Interactivity , 2002 .

[34]  Shelly Rodgers,et al.  Relationships Between Blogs as EWOM and Interactivity, Perceived Interactivity, and Parasocial Interaction , 2006 .

[35]  B. Lushniak,et al.  The Health consequences of smoking—50 years of progress : a report of the Surgeon General , 2014 .

[36]  James Price Dillard,et al.  Affect and Persuasion , 2000, Commun. Res..

[37]  Bill Merrilees,et al.  E-trust: the influence of perceived interactivity on e-retailing users , 2003 .

[38]  S. Fortmann,et al.  Industry sponsored anti-smoking ads and adolescent reactance: test of a boomerang effect , 2006, Tobacco Control.

[39]  Yuping Liu,et al.  A Dual-Process Model of Interactivity Effects , 2009 .

[40]  J. Brehm,et al.  Psychological Reactance: A Theory of Freedom and Control , 1981 .

[41]  Erik P. Bucy,et al.  Interactivity in Society: Locating an Elusive Concept , 2004, Inf. Soc..

[42]  I. Waldron Patterns and causes of gender differences in smoking. , 1991, Social science & medicine.

[43]  K. Witte Fear control and danger control: A test of the extended parallel process model (EPPM) , 1994 .

[44]  Miriam J. Metzger,et al.  Social and Heuristic Approaches to Credibility Evaluation Online , 2010 .

[45]  Brad J. Sagarin,et al.  Figural Vividness and Persuasion: Capturing the “Elusive” Vividness Effect , 2011, Personality & social psychology bulletin.

[46]  Jeeyun Oh,et al.  How Does Interactivity Persuade? An Experimental Test of Interactivity on Cognitive Absorption, Elaboration, and Attitudes , 2015 .

[47]  William C. Gaidis,et al.  The Use of Vivid Stimuli to Enhance Comprehension of the Content of Product Warning Messages , 1989 .

[48]  Daniel J. O'Keefe,et al.  Message Properties, Mediating States, and Manipulation Checks: Claims, Evidence, and Data Analysis in Experimental Persuasive Message Effects Research , 2003 .

[49]  A. Bandura Social Cognitive Theory of Mass Communication , 2001 .

[50]  Guohua Wu,et al.  The Mediating Role of Perceived Interactivity in the Effect of Actual Interactivity on Attitude Toward the Website , 2005 .

[51]  Jennifer Stromer-Galley,et al.  Interactivity-as-Product and Interactivity-as-Process , 2004, Inf. Soc..

[52]  Stephen A. Rains,et al.  Health information-seeking and perceptions of website credibility: Examining Web-use orientation, message characteristics, and structural features of websites , 2009, Comput. Hum. Behav..

[53]  C. Nass,et al.  Changes in Self-Efficacy and Health Behavior in Response to a Minimal Contact Community Health Campaign , 1991 .

[54]  SHYAM SUNDAR,et al.  Explicating Web Site Interactivity , 2003, Commun. Res..

[55]  Ruth N. Schwartz,et al.  Just enough, but not too much interactivity leads to better clinical skills performance after a computer assisted learning module , 2012, Medical teacher.

[56]  P. Salovey,et al.  Nicotine Dependence as a Moderator of Message Framing Effects on Smoking Cessation Outcomes , 2010 .

[57]  Lijiang Shen Antecedents to Psychological Reactance: The Impact of Threat, Message Frame, and Choice , 2015, Health communication.

[58]  C. Veloutsou,et al.  Beyond technology acceptance: Brand relationships and online brand experience☆ , 2013 .

[59]  Albert Bandura,et al.  Self-efficacy conception of anxiety , 1988 .

[60]  Guohua Wu Conceptualizing and Measuring the Perceived Interactivity of Websites , 2006 .

[61]  Kevin Wise,et al.  Moderation, Response Rate, and Message Interactivity: Features of Online Communities and Their Effects on Intent to Participate , 2006, J. Comput. Mediat. Commun..

[62]  P. Kraft,et al.  Predicting the intention to quit smoking and quitting behaviour: extending the theory of planned behaviour. , 2008, British journal of health psychology.

[63]  A. Bandura Human agency in social cognitive theory. , 1989, The American psychologist.

[64]  Hyojin Kim,et al.  The Effects of Interactivity on Information Processing and Attitude Change: Implications for Mental Health Stigma , 2010, Health communication.

[65]  Jonathan Steuer,et al.  Defining virtual reality: dimensions determining telepresence , 1992 .

[66]  Mia Liza A. Lustria,et al.  Can interactivity make a difference? Effects of interactivity on the comprehension of and attitudes toward online health content , 2007, J. Assoc. Inf. Sci. Technol..

[67]  E. Coutinho,et al.  The influence of smokers' degree of dependence on the effectiveness of message framing for capturing smokers for a Quitline. , 2010, Addictive behaviors.

[68]  Brian Sternthal,et al.  Examining the Vividness Controversy: An Availability-Valence Interpretation , 1986 .

[69]  Dianne Cyr,et al.  Perceived interactivity leading to e-loyalty: Development of a model for cognitive-affective user responses , 2009, Int. J. Hum. Comput. Stud..

[70]  J. Villegas,et al.  The Effects of Message Framing, Involvement, and Nicotine Dependence on Anti-Smoking Public Service Announcements , 2011, Health marketing quarterly.

[71]  Hock-Hai Teo,et al.  An empirical study of the effects of interactivity on web user attitude , 2003 .

[72]  Marios Koufaris,et al.  Applying the Technology Acceptance Model and Flow Theory to Online Consumer Behavior , 2002, Inf. Syst. Res..

[73]  E. Berscheid,et al.  What is beautiful is good. , 1972, Journal of personality and social psychology.

[74]  E. Thorson,et al.  The Effects of Progressive Levels of Interactivity and Vividness in Web Marketing Sites , 2001 .

[75]  S. Chaiken Communicator physical attractiveness and persuasion. , 1979 .

[76]  J. Dillard,et al.  On the Nature of Reactance and its Role in Persuasive Health Communication , 2005 .

[77]  A. Bandura,et al.  Differential engagement of self-reactive influences in cognitive motivation , 1986, Organizational Behavior and Human Decision Processes.

[78]  J. Rise,et al.  From Intentions to Quit to the Actual Quitting Process: The Case of Smoking Behavior in Light of the TPB , 2010 .

[79]  Joseph N. Cappella,et al.  Antismoking Threat and Efficacy Appeals: Effects on Smoking Cessation Intentions for Smokers with Low and High Readiness to Quit , 2009, Journal of applied communication research : JACR.

[80]  Punam Anand,et al.  The Effect of Vivid Attributes on the Evaluation of Alternatives: The Role of Differential Attention and Cognitive Elaboration , 1989 .

[81]  S. Shyam Sundar,et al.  Theoretical Importance of Contingency in Human-Computer Interaction , 2016, Commun. Res..

[82]  A. Hayes Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach , 2013 .

[83]  Yuping Liu,et al.  What is Interactivity and is it Always Such a Good Thing? Implications of Definition, Person, and Situation for the Influence of Interactivity on Advertising Effectiveness , 2002 .

[84]  Clifford Nass,et al.  Perceptual user interfaces: perceptual bandwidth , 2000, CACM.

[85]  Brian L Quick,et al.  The Use of Gain- or Loss-Frame Messages and Efficacy Appeals to Dissuade Excessive Alcohol Consumption Among College Students: A Test of Psychological Reactance Theory , 2010, Journal of health communication.

[86]  Claude H. Miller,et al.  Psychological Reactance and Promotional Health Messages: The Effects of Controlling Language, Lexical Concreteness, and the Restoration of Freedom , 2007 .

[87]  Ann E. Schlosser Experiencing Products in the Virtual World: The Role of Goal and Imagery in Influencing Attitudes versus Purchase Intentions , 2003 .

[88]  S. Chaiken Heuristic versus systematic information processing and the use of source versus message cues in persuasion. , 1980 .

[89]  P. Ballantine Effects of interactivity and product information on consumer satisfaction in an online retail setting , 2005 .

[90]  A. Chua,et al.  How Businesses Draw Attention on Facebook through Incentives, Vividness and Interactivity , 2015 .

[91]  Shyam Sundar,et al.  Social psychology of interactivity in human-website interaction , 2009 .

[92]  P Norman,et al.  The theory of planned behavior and smoking cessation. , 1999, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[93]  Brian A. King,et al.  Current Cigarette Smoking Among Adults — United States, 2016 , 2015, MMWR. Morbidity and mortality weekly report.

[94]  Claude H. Miller,et al.  Identifying Principal Risk Factors for the Initiation of Adolescent Smoking Behaviors: The Significance of Psychological Reactance , 2006, Health communication.