Effects of online advertising on children's visual attention and task performance during free and goal-directed internet use: A media psychology approach to children's website interaction and advert distraction

This dissertation consists of four eye-tracking studies that investigate how salient online advertising and children's level of executive function contributes to their advert distraction. In Study 1, children aged 9 were instructed to surf freely on the internet while all advert material appearing on-screen was registered. The analyses examined how perceptual prominence in each online advert was related to children's visual attention. In Study 2, a mock-up advergame website was designed with controlled advert conditions, and children aged 9 and 12 were instructed to solve a number of in-game tasks. This study investigated the combined effects of perceptual prominence (e.g. abrupt onset) and content relevance (e.g. personalized content) on children's advert distraction. The results of the first two studies showed significant positive effects of advert saliency on children's visual attention. Due to the task-oriented research design used in the second study, it was possible to interpret these effects on visual attention in terms of advert distraction. Both studies showed that higher levels of inhibitory control in children significantly decreased the effects of advert saliency on visual attention and advert distraction.The following two studies, investigated how advert animation affected children's online reading comprehension and information search on commercial websites. In Study 3, children aged 9 were presented with factual texts that they were instructed to read in order to answer comprehension questions. Each text was presented on a web page which also featured static or animated online adverts. In Study 4, children aged 9 were instructed to solve two online task types featuring concurrent online advertising: reading and information search. The results of these studies showed that animated online advertising had significant negative effects on children's task performance. In the third study, it was found that animated adverts had a negative effect on children's reading comprehension, and that this negative effect was stronger among children with low levels of inhibitory control. The fourth study found that advert animation had a significant positive effect on children's cognitive load across task types. Taken together, this dissertation project has studied children's online advert distraction in a wide range of realistic internet usage situations.

[1]  T. Koltay.  The media and the literacies: media literacy, information literacy, digital literacy , 2011 .

[2]  Eszter Hargittai,et al.  Survey Measures of Web-Oriented Digital Literacy , 2005 .

[3]  Kristen Harrison,et al.  Nutritional content of foods advertised during the television programs children watch most. , 2005, American journal of public health.

[4]  Peter König,et al.  Influence of disparity on fixation and saccades in free viewing of natural scenes. , 2009, Journal of vision.

[5]  George L. Malcolm,et al.  Combining top-down processes to guide eye movements during real-world scene search. , 2010, Journal of vision.

[6]  D. Munoz,et al.  Look away: the anti-saccade task and the voluntary control of eye movement , 2004, Nature Reviews Neuroscience.

[7]  Sandra L. Calvert.  Children as Consumers: Advertising and Marketing , 2008, The Future of children.

[8]  Helena Sandberg.  Rörlig måltavla - internetreklam riktad till barn , 2014 .

[9]  D. Simons,et al.  Moving and looming stimuli capture attention , 2003, Perception & psychophysics.

[10]  J. Beatty.  Task-evoked pupillary responses, processing load, and the structure of processing resources. , 1982, Psychological bulletin.

[11]  S. Hutton,et al.  The antisaccade task as a research tool in psychopathology: a critical review. , 2006, Psychophysiology.

[12]  Adam Gazzaley,et al.  The Distracted Mind: Ancient Brains in a High-Tech World , 2016 .

[13]  Annie Lang,et al.  The limited capacity model of mediated message processing , 2000 .

[14]  S. Tipper,et al.  Mechanisms of attention: a developmental study. , 1989, Journal of experimental child psychology.

[15]  Fran C. Blumberg,et al.  Young children's ability to recognize advertisements in web page designs. , 2009, The British journal of developmental psychology.

[16]  J. Dijck.  The Culture of Connectivity: A Critical History of Social Media , 2013 .

[17]  Alan Kennedy,et al.  Book Review: Eye Tracking: A Comprehensive Guide to Methods and Measures , 2016, Quarterly journal of experimental psychology.

[18]  S. Livingstone.  Engaging With Media—A Matter of Literacy? , 2008 .

[19]  C. F. Kao,et al.  Central and peripheral routes to persuasion: An individual difference perspective. , 1986 .

[20]  Thierry Baccino,et al.  Online advertisement: how are visual strategies affected by the distance and the animation of banners? , 2014, Front. Psychol..

[21]  David Gauntlett,et al.  Moving Experiences: Media Effects and Beyond , 2005 .

[22]  S. Trauzettel-Klosinski,et al.  Standardized assessment of reading performance: the New International Reading Speed Texts IReST. , 2012, Investigative ophthalmology & visual science.

[23]  Jan Ygge,et al.  Monocular and binocular reading performance in subjects with normal binocular vision , 2014, Clinical & experimental optometry.

[24]  Kenneth Holmqvist,et al.  Children's attention to online adverts is related to low-level saliency factors and individual level of gaze control , 2015 .

[25]  K. Brownell,et al.  US Food Company Branded Advergames on the Internet: Children's exposure and effects on snack consumption , 2012 .

[26]  Susanne Magnusson.  Att säkerställa att vi är välkomna. Om organisationers strategiska kommunikation och förtroendeskapande arbete i det mångkulturella samhället. , 2015 .

[27]  Miriam J. Metzger,et al.  Internet use in the contemporary media environment. , 2001 .

[28]  S. M. Carlson.  Developmentally Sensitive Measures of Executive Function in Preschool Children , 2005, Developmental neuropsychology.

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

[30]  Patti M. Valkenburg,et al.  Children's Responses to the Screen: A Media Psychological Approach , 2004 .

[31]  Tina Askanius.  Radical Online Video: YouTube, video activism and social movement media practices , 2012 .

[32]  Michael L. Mack,et al.  VISUAL SALIENCY DOES NOT ACCOUNT FOR EYE MOVEMENTS DURING VISUAL SEARCH IN REAL-WORLD SCENES , 2007 .

[33]  Dania Bilal,et al.  Differences and similarities in information seeking: children and adults as Web users , 2002, Inf. Process. Manag..

[34]  Sonia Livingstone,et al.  Zero to eight: young children and their internet use , 2013 .

[35]  L. J. Friedman.  Child Development , 1971, Nature.

[36]  J. Theeuwes,et al.  Attention and the multiple stages of multisensory integration: A review of audiovisual studies. , 2010, Acta psychologica.

[37]  Christopher Kennard,et al.  An internationally standardised antisaccade protocol , 2013, Vision Research.

[38]  Martin Wattenberg,et al.  Ad click prediction: a view from the trenches , 2013, KDD.

[39]  Silvia Gabrielli,et al.  A Review of Online Advertising Effects on the User Experience , 2010, Int. J. Hum. Comput. Interact..

[40]  R. Catts,et al.  Towards information literacy indicators , 2008 .

[41]  Fran C. Blumberg,et al.  Linkages Between Media Literacy and Children’s and Adolescents’ Susceptibility to Advertising , 2014 .

[42]  Denis McQuail,et al.  Communication models for the study of mass communications , 1981 .

[43]  V. Rideout,et al.  Generation M[superscript 2]: Media in the Lives of 8- to 18-Year-Olds. , 2010 .

[44]  Nils Holmberg,et al.  Children’s Exposure to and Perceptions of Online Advertising , 2011 .

[45]  Ulrika Sjöberg.  Screen Rites: a study of Swedish young people´s use and meaning-making of screen-based media in everyday life. , 2002 .

[46]  Eileen A. Hogan.  The Attention Economy: Understanding the New Currency of Business , 2001 .

[47]  Marcus Nyström,et al.  Fit-for-duty test for estimation of drivers' sleepiness level : Eye movements improve the sleep/wake predictor , 2013 .

[48]  Derrick J. Parkhurst,et al.  Texture contrast attracts overt visual attention in natural scenes , 2004, The European journal of neuroscience.

[49]  P. Valkenburg,et al.  Differential Susceptibility to Media Effects Model , 2013, The International Encyclopedia of Media Psychology.

[50]  D. McQuail.  McQuail's Mass Communication Theory , 2000 .

[51]  W. Potter,et al.  Conceptualizing Mass Media Effect , 2011 .

[52]  Marja Åkerström.  Den kosmetiska demokratin. En studie av den politiska diskursiva praktiken i Sjöbo och Ystad , 2010 .

[53]  Peter Wright,et al.  Persuasion Knowledge , 2022 .

[54]  Asha Iyer,et al.  Components of bottom-up gaze allocation in natural images , 2005, Vision Research.

[55]  C. Koch,et al.  Computational modelling of visual attention , 2001, Nature Reviews Neuroscience.

[56]  Lynne Eagle,et al.  Analyzing advergames: active diversions or actually deception. An exploratory study of online advergames content , 2009 .

[57]  Anssi Öörni,et al.  The Effects of Animation and Format on the Perception and Memory of Online Advertising , 2010 .

[58]  L. Moses,et al.  Individual differences in inhibitory control and children's theory of mind. , 2001, Child development.

[59]  Jan Stallaert,et al.  An Economic Analysis of Online Advertising Using Behavioral Targeting , 2010, MIS Q..

[60]  K. Rayner.  Eye movements in reading and information processing: 20 years of research. , 1998, Psychological bulletin.

[61]  D. Kerzel,et al.  Influence of target and distractor contrast on the remote distractor effect , 2008, Vision Research.

[62]  Karen E. Dill,et al.  The Oxford handbook of media psychology , 2012 .

[63]  C. Ferguson,et al.  Violent Video Games and Aggression , 2008 .

[64]  Nils Holmberg,et al.  The use of eye-tracking and retrospective interviews to study teenagers’ exposure to online advertising , 2012 .

[65]  Ellen Helsper,et al.  Does Advertising Literacy Mediate the Effects of Advertising on Children? A Critical Examination of Two Linked Research Literatures in Relation to Obesity and Food Choice , 2006 .

[66]  Susan M. Weinschenk.  Neuro Web Design: What Makes Them Click? , 2009 .

[67]  Mark W. Becker,et al.  Media Multitasking Is Associated with Symptoms of Depression and Social Anxiety , 2013, Cyberpsychology Behav. Soc. Netw..

[68]  D. Amso,et al.  Development of cognitive control and executive functions from 4 to 13 years: Evidence from manipulations of memory, inhibition, and task switching , 2006, Neuropsychologia.

[69]  J. Wolfe,et al.  What attributes guide the deployment of visual attention and how do they do it? , 2004, Nature Reviews Neuroscience.

[70]  Joseph H. Goldberg,et al.  Identifying fixations and saccades in eye-tracking protocols , 2000, ETRA.

[71]  J. Hyde.  How large are cognitive gender differences? A meta-analysis using !w² and d.. , 1981 .

[72]  J. Walther,et al.  Media Effects: Theory and Research. , 2016, Annual review of psychology.

[73]  W. Potter.  The State of Media Literacy , 2010 .

[74]  K. Richard Ridderinkhof,et al.  Age-related changes in antisaccade task performance: Inhibitory control or working-memory engagement? , 2004, Brain and Cognition.

[75]  T. Gog,et al.  In the eyes of the beholder: How experts and novices interpret dynamic stimuli , 2010 .

[76]  Joanna Doona.  Political comedy engagement : Genre work, political identity and cultural citizenship , 2016 .

[77]  Avi Goldfarb,et al.  Online advertising, behavioral targeting, and privacy , 2011, Commun. ACM.

[78]  N. Cassavaugh,et al.  Development of attentional and oculomotor control. , 2005, Developmental psychology.

[79]  Silvia A. Bunge,et al.  Task-evoked pupillometry provides a window into the development of short-term memory capacity , 2014, Front. Psychol..

[80]  S. Livingstone.  Debating children's susceptibility to persuasion - where does fairness come in? A commentary on the Nairn and Fine versus Ambler debate , 2009 .

[81]  Yang Zhou,et al.  Multimedia features for click prediction of new ads in display advertising , 2012, KDD.

[82]  Michael Karlsson.  Nätjournalistik : En explorativ fallstudie av digitala mediers karaktärsdrag på fyra nyhetssajter , 2006 .

[83]  N. Lavie.  Distracted and confused?: Selective attention under load , 2005, Trends in Cognitive Sciences.

[84]  Martin Danielsson.  Digitala distinktioner : klass och kontinuitet i unga mäns vardagliga mediepraktiker , 2014 .

[85]  Ralf Engbert,et al.  Microsaccades uncover the orientation of covert attention , 2003, Vision Research.

[86]  David Buckingham,et al.  After the death of childhood , 2000 .

[87]  Malin Nilsson.  Att förklara människan – diskurser i populärvetenskapliga TV-program , 2009 .

[88]  Jukka Hyönä,et al.  The impact of salient advertisements on reading and attention on web pages. , 2011, Journal of experimental psychology. Applied.

[89]  Kenneth Holmqvist,et al.  Advert saliency distracts children's visual attention during task-oriented internet use , 2014, Front. Psychol..

[90]  J. Henderson.  Human gaze control during real-world scene perception , 2003, Trends in Cognitive Sciences.

[91]  Susanne E. Baumgartner,et al.  The Relationship Between Media Multitasking and Executive Function in Early Adolescents , 2014 .

[92]  M. Korkman,et al.  Differential Development of Attention and Executive Functions in 3- to 12-Year-Old Finnish Children , 2001, Developmental neuropsychology.

[93]  Joseph Turow,et al.  Media Today: An Introduction to Mass Communication , 1998 .

[94]  Víctor M. González,et al.  No task left behind?: examining the nature of fragmented work , 2005, CHI.

[95]  Derrick J. Parkhurst,et al.  Modeling the role of salience in the allocation of overt visual attention , 2002, Vision Research.

[96]  J. Kuisma.  Consumer Perception of Online Advertising - The Effects of Animation, Ad Characteristics, Repetition and Task Relevancy on Attention and Memory , 2015 .

[97]  R. Walker,et al.  A model of saccade generation based on parallel processing and competitive inhibition , 1999, Behavioral and Brain Sciences.

[98]  Magali Seassau,et al.  Saccadic eye movements in children: a developmental study , 2012, Experimental Brain Research.

[99]  Guy Thomas Buswell,et al.  Fundamental Reading Habits: A Study of Their Development , 2010 .

[100]  D. Bates,et al.  Linear Mixed-Effects Models using 'Eigen' and S4 , 2015 .

[101]  M. Rothbart,et al.  Effortful control, executive attention, and emotional regulation in 7–10-year-old children , 2007 .

[102]  C. Snider,et al.  The Eyes , 1877, Canadian Medical Association Journal.

[103]  Moniek Buijzen,et al.  Reconsidering Advertising Literacy as a Defense Against Advertising Effects , 2011 .

[104]  J. Gabrieli,et al.  Immature Frontal Lobe Contributions to Cognitive Control in Children Evidence from fMRI , 2002, Neuron.

[105]  T. Foulsham,et al.  What can saliency models predict about eye movements? Spatial and sequential aspects of fixations during encoding and recognition. , 2008, Journal of vision.

[106]  Amna Kirmani,et al.  Consumers' Use of Persuasion Knowledge: The Effects of Accessibility and Cognitive Capacity on Perceptions of an Influence Agent , 2000 .

[107]  C. Koch,et al.  A saliency-based search mechanism for overt and covert shifts of visual attention , 2000, Vision Research.

[108]  C. Fine,et al.  Who’s messing with my mind? , 2008 .

[109]  L H HARDY,et al.  Tests for detection and analysis of color blindness; an evaluation of the Ishihara test. , 1945, Archives of ophthalmology.

[110]  W. James Potter,et al.  Theory of Media Literacy: A Cognitive Approach , 2004 .

[111]  I. Hooge,et al.  Inhibition of return is not a foraging facilitator in saccadic search and free viewing , 2005, Vision Research.

[112]  Jillian H. Fecteau,et al.  Salience, relevance, and firing: a priority map for target selection , 2006, Trends in Cognitive Sciences.

[113]  F. Paas,et al.  Cognitive Load Measurement as a Means to Advance Cognitive Load Theory , 2003 .

[114]  Arantxa Villanueva,et al.  Exploration of safety issues in Eyetracking , 2008 .

[115]  C. Yoo,et al.  Assessing the Effects of Animation in Online Banner Advertising , 2004 .

[116]  Muriel Walshe,et al.  Eye tracking in schizophrenia: Does the antisaccade task measure anything that the smooth pursuit task does not? , 2005, Psychiatry Research.

[117]  C. Martínez.  Targeting Children Online : Young internet users and producers in the commercial media environment , 2017 .

[118]  B. Flyvbjerg.  Five Misunderstandings About Case-Study Research , 2006, 1304.1186.

[119]  Matthew A. Lapierre.  Development and Persuasion Processing: An Investigation of Children's Advertising Susceptibility and Understanding , 2013 .

[120]  Xiaoli Z. Fern,et al.  The impact of visual appearance on user response in online display advertising , 2012, WWW.

[121]  Eva A. van Reijmersdal,et al.  Introducing the PCMC Model: An Investigative Framework for Young People's Processing of Commercialized Media Content , 2010 .

[122]  D. Munoz,et al.  Age-related performance of human subjects on saccadic eye movement tasks , 1998, Experimental Brain Research.

[123]  Miriam J. Metzger,et al.  Believing the Unbelievable: Understanding Young People's Information Literacy Beliefs and Practices in the United States , 2015 .

[124]  Patti M. Valkenburg,et al.  The Unintended Effects of Television Advertising , 2003, Commun. Res..

[125]  Children’s Views and Practices Regarding Online Advertising An Interview Study with Swedish Nine-Year-Olds , 2013 .

[126]  D. Ballard,et al.  Eye guidance in natural vision: reinterpreting salience. , 2011, Journal of vision.

[127]  A. Prout.  Researching children as social actors: an introduction to the children 5–16 programme , 2002 .

[128]  C. Klein,et al.  Development of prosaccade and antisaccade task performance in participants aged 6 to 26 years. , 2001, Psychophysiology.

[129]  D. Karall,et al.  Predictive validity of attentional functions in differentiating children with and without ADHD: a componential analysis , 2010, Developmental medicine and child neurology.

[130]  D. Singer,et al.  Handbook of children and the media, 2nd ed. , 2012 .

[131]  Iain D Gilchrist,et al.  Oculomotor capture by transient events: a comparison of abrupt onsets, offsets, motion, and flicker. , 2008, Journal of vision.

[132]  Josef C. Schrock,et al.  Working memory capacity and the antisaccade task: individual differences in voluntary saccade control. , 2004, Journal of experimental psychology. Learning, memory, and cognition.

[133]  G. Zelinsky.  Using Eye Saccades to Assess the Selectivity of Search Movements , 1996, Vision Research.

[134]  Ларин Михаил Сергеевич,et al.  РАБОТА С ПАКЕТОМ ПРОГРАММ OPEN COMPUTER VISION , 2018 .

[135]  Hon Keung Tony Ng,et al.  Statistics: An Introduction Using R , 2006, Technometrics.

[136]  P. Anderson.  Assessment and Development of Executive Function (EF) During Childhood , 2002, Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence.

[137]  Eric Horvitz,et al.  Disruption and recovery of computing tasks: field study, analysis, and directions , 2007, CHI.

[138]  A. L. Yarbus,et al.  Eye Movements and Vision , 1967, Springer US.

[139]  B. Wijaya.  The Development of Hierarchy of Effects Model in Advertising , 2012 .

[140]  K. Fukushima,et al.  Development of voluntary control of saccadic eye movements I. Age-related changes in normal children , 2000, Brain and Development.

[141]  D. Mizerski,et al.  The Effects of Playing an Advergame on Young Children's Perceptions, Preferences, and Requests , 2007 .

[142]  W. Arsenio,et al.  Emotionality, Emotion Regulation, and School Performance in Middle School Children. , 2002 .

[143]  Ingólfur Gíslason,et al.  Making Social Science Matter. Why Social Inquiry Fails and How it Can Succeed Again , 2002 .

[144]  Päivi Majaranta,et al.  Gaze Interaction and Applications of Eye Tracking - Advances in Assistive Technologies , 2011 .

[145]  J. Deutsch.  Perception and Communication , 1958, Nature.

[146]  Dare A. Baldwin,et al.  What can The Study of Cognitive Development Reveal about Children's Ability to Appreciate and Cope with Advertising? , 2005 .

[147]  Mats Heide,et al.  Intranät – en ny arena för kommunikation och lärande , 2002 .

[148]  Marten Haesner,et al.  An eye movement analysis of web usability: Differences between older adults with and without mild cognitive impairment , 2018, Assistive technology : the official journal of RESNA.

[149]  Dale L Kunkel.  Commentary Mismeasurement of children's understanding of the persuasive intent of advertising , 2010 .

[150]  M. Buijzen,et al.  Effects of Prominence, Involvement, and Persuasion Knowledge on Children's Cognitive and Affective Responses to Advergames , 2012 .

[151]  Rebecca Van de Vord.  Distance students and online research: Promoting information literacy through media literacy , 2010, Internet High. Educ..

[152]  Wen Zhang,et al.  How much can behavioral targeting help online advertising? , 2009, WWW '09.

[153]  Clifford Nass,et al.  Cognitive control in media multitaskers , 2009, Proceedings of the National Academy of Sciences.

[154]  R. J. Repique.  Digital Natives, Digital Immigrants , 2013, Journal of the American Psychiatric Nurses Association.

[155]  Veselinka Möllerström.  Malmös omvandling: från arbetarstad till kunskapsstad. En diskursanalytisk studie av Malmös förnyelse , 2011 .

[156]  Warren Buckleitner,et al.  Handbook of Children and the Media , 2012 .