Internet source evaluation: The role of implicit associations and psychophysiological self-regulation

Abstract This study focused on middle school students' source evaluation skills as a key component of digital literacy. Specifically, it examined the role of two unexplored individual factors that may affect the evaluation of sources providing information about the controversial topic of the health risks associated with the use of mobile phones. The factors were the implicit association of mobile phone with health or no health, and psychophysiological self-regulation as reflected in basal Heart Rate Variability (HRV). Seventy-two seventh graders read six webpages that provided contrasting information on the unsettled topic of the potential health risks related to the use of mobile phones. Then they were asked to rank-order the six websites along the dimension of reliability (source evaluation). Findings revealed that students were able to discriminate between the most and least reliable websites, justifying their ranking in light of different criteria. However, overall, they were little accurate in rank-ordering all six Internet sources. Both implicit associations and HRV correlated with source evaluation. The interaction between the two individual variables was a significant predictor of participants’ performance in rank-ordering the websites for reliability. A slope analysis revealed that when students had an average psychophysiological self-regulation, the stronger their association of the mobile phone with health, the better their performance on source evaluation. Theoretical and educational significances of the study are discussed.

[1]  Keiichi Kobayashi,et al.  Students’ consideration of source information during the reading of multiple texts and its effect on intertextual conflict resolution , 2014 .

[2]  Lucia Mason,et al.  The role of cardiac vagal tone and inhibitory control in pre‐schoolers' listening comprehension , 2017, Developmental psychobiology.

[3]  Miika Marttunen,et al.  Students Evaluating Internet Sources: From Versatile Evaluators to Uncritical Readers , 2008 .

[4]  J F Thayer,et al.  Phasic heart period reactions to cued threat and nonthreat stimuli in generalized anxiety disorder. , 2000, Psychophysiology.

[5]  Luigi Castelli,et al.  The transmission of racial attitudes within the family. , 2009, Developmental psychology.

[6]  Caterina Suitner,et al.  From Spatial to Social Asymmetry , 2017 .

[7]  B. Teachman,et al.  Training implicit social anxiety associations: an experimental intervention. , 2010, Journal of anxiety disorders.

[8]  J. Dawson,et al.  Probing three-way interactions in moderated multiple regression: development and application of a slope difference test. , 2006, The Journal of applied psychology.

[9]  Nicola Ariasi,et al.  Searching the Web to learn about a controversial topic: are students epistemically active? , 2010 .

[10]  Yvonne Kammerer,et al.  How attitude strength biases information processing and evaluation on the web , 2016, Comput. Hum. Behav..

[11]  Jérôme Dinet,et al.  The influence of surface and deep cues on primary and secondary school students' assessment of relevance in Web menus , 2011 .

[12]  M. Banaji,et al.  Implicit social cognition: attitudes, self-esteem, and stereotypes. , 1995, Psychological review.

[13]  Jan De Houwer,et al.  What Are Implicit Measures and Why Are We Using Them , 2006 .

[14]  I. Nyklíček,et al.  Cardiorespiratory differentiation of musically-induced emotions. , 1997 .

[15]  Ivan K. Ash,et al.  Source Evaluation, Comprehension, and Learning in Internet Science Inquiry Tasks , 2009 .

[16]  Jason L. G. Braasch,et al.  Establishing Trustworthiness when Students Read Multiple Documents Containing Conflicting Scientific Evidence , 2015 .

[17]  Lucia Mason,et al.  Emotional reactivity and comprehension of multiple online texts , 2017 .

[18]  Ivar Bråten,et al.  The Effects of Topic Familiarity, Author Expertise, and Content Relevance on Norwegian Students' Document Selection: A Mixed Methods Study. , 2016 .

[19]  Brian A. Nosek,et al.  Statistically small effects of the Implicit Association Test can have societally large effects. , 2015, Journal of personality and social psychology.

[20]  J. Thayer,et al.  Vagal influence on working memory and attention. , 2003, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[21]  Nicola Ariasi,et al.  Epistemic metacognition in context: evaluating and learning online information , 2010 .

[22]  Yvonne Kammerer,et al.  Fostering secondary-school students' intertext model formation when reading a set of websites: The effectiveness of source prompts , 2016, Comput. Educ..

[23]  Ivar Bråten,et al.  Who said that? Investigating the Plausibility-Induced Source Focusing assumption with Norwegian undergraduate readers , 2016 .

[24]  R. Lane,et al.  A model of neurovisceral integration in emotion regulation and dysregulation. , 2000, Journal of affective disorders.

[25]  Erlis Ruli,et al.  Dynamic psychophysiological correlates of a learning from text episode in relation to reading goals , 2018 .

[26]  S. Porges.  Autonomic regulation and attention. , 1992 .

[27]  S. Carrére,et al.  Autonomic Regulation on the Stroop Predicts Reading Achievement in School Age Children , 2012 .

[28]  Gwo-Jen Hwang,et al.  A novel approach for assisting teachers in analyzing student web-searching behaviors , 2008, Comput. Educ..

[29]  Nicola Ariasi,et al.  Epistemic beliefs in action: Spontaneous reflections about knowledge and knowing during online information searching and their influence on learning , 2011 .

[30]  A. Greenwald,et al.  Measuring individual differences in implicit cognition: the implicit association test. , 1998, Journal of personality and social psychology.

[31]  Michael A. Olson,et al.  Reducing Automatically Activated Racial Prejudice Through Implicit Evaluative Conditioning , 2006, Personality & social psychology bulletin.

[32]  M. A. Britt,et al.  Spontaneous Sourcing Among Students Reading Multiple Documents , 2013 .

[33]  Joseph A Buckhalt,et al.  Respiratory sinus arrhythmia and cognitive functioning in children. , 2009, Developmental psychobiology.

[34]  J. Dawson.  Moderation in Management Research: What, Why, When, and How , 2014 .

[35]  Tobias Richter,et al.  Comprehension of Multiple Documents With Conflicting Information: A Two-Step Model of Validation , 2017 .

[36]  S. Ceci,et al.  Nature-nurture reconceptualized in developmental perspective: a bioecological model. , 1994, Psychological review.

[38]  J. Gross.  The Emerging Field of Emotion Regulation: An Integrative Review , 1998 .

[39]  Alli Klapp,et al.  The importance of self-regulation and negative emotions for predicting educational outcomes – Evidence from 13-year olds in Swedish compulsory and upper secondary school , 2016 .

[40]  Nicolas Vibert,et al.  Readers’ use of source information in text comprehension , 2011, Memory & Cognition.

[41]  L. Levine,et al.  Emotion regulation strategies that promote learning: reappraisal enhances children's memory for educational information. , 2013, Child development.

[42]  Rollin McCraty,et al.  Enhancing Emotional, Social, and Academic Learning With Heart Rhythm Coherence Feedback , 2005 .

[43]  Saskia Brand-Gruwel,et al.  How students evaluate information and sources when searching the World Wide Web for information , 2009, Comput. Educ..

[44]  Øistein Anmarkrud,et al.  Students working with multiple conflicting documents on a scientific issue: relations between epistemic cognition while reading and sourcing and argumentation in essays. , 2014, The British journal of educational psychology.

[45]  David N. Perkins,et al.  Everyday reasoning and the roots of intelligence , 1991 .

[46]  S. West,et al.  Multiple Regression: Testing and Interpreting Interactions. , 1994 .

[47]  Tobias Richter,et al.  Validation and Comprehension of Text Information: Two Sides of the Same Coin , 2015 .

[48]  Sylvia D. Kreibig,et al.  Autonomic Nervous System Measurement of Emotion in Education and Achievement Settings , 2014 .

[49]  Janet Leigh,et al.  Moderate vagal withdrawal in 3.5-year-old children is associated with optimal performance on executive function tasks. , 2010, Developmental psychobiology.

[50]  Saskia Brand-Gruwel,et al.  Information problem solving by experts and novices: analysis of a complex cognitive skill , 2005, Comput. Hum. Behav..

[51]  Lucia Mason,et al.  Epistemic evaluation and comprehension of web-source information on controversial science-related topics: Effects of a short-term instructional intervention , 2014, Comput. Educ..

[52]  Yvonne Kammerer,et al.  The role of Internet-specific epistemic beliefs in laypersons' source evaluations and decisions during Web search on a medical issue , 2013, Comput. Hum. Behav..

[53]  Yoram Eshet-Alkalai,et al.  Sourcing while reading divergent expert accounts: Pathways from views of knowing to written argumentation , 2015 .

[54]  Jason L. G. Braasch,et al.  Comprehending and Learning From Internet Sources: Processing Patterns of Better and Poorer Learners , 2012, Reading Research Quarterly.

[55]  R. Wiers,et al.  Implicit alcohol-relaxation associations in frequently drinking adolescents with high levels of neuroticism. , 2015, Addictive behaviors.

[56]  Marika Tiggemann,et al.  Implicit approach-avoidance associations for craved food cues. , 2013, Journal of experimental psychology. Applied.

[57]  Julian F. Thayer,et al.  Heart Rate Variability Predicts Control over Memory Retrieval on Behalf Of: Association for Psychological Science Onlinefirst Version of Record >> , 2022 .

[58]  William A. Cunningham,et al.  Opinion TRENDS in Cognitive Sciences Vol.11 No.3 Attitudes and evaluations: a social cognitive neuroscience perspective , 2022 .

[59]  Deanna Kuhn,et al.  Coordinating own and other perspectives in argument , 2007 .

[60]  Leanne Fried,et al.  Teaching Teachers about Emotion Regulation in the Classroom. , 2011 .

[61]  Stephen W Porges,et al.  Short-term stability of physiological measures in kindergarten children: respiratory sinus arrhythmia, heart period, and cortisol. , 2003, Developmental psychobiology.

[62]  Ross B. Steinman,et al.  The single category implicit association test as a measure of implicit social cognition. , 2006, Journal of personality and social psychology.

[63]  Bertram Gawronski,et al.  Automatic Mental Associations Predict Future Choices of Undecided Decision-Makers , 2008, Science.

[64]  Sarit Barzilai,et al.  Epistemic Thinking in Action: Evaluating and Integrating Online Sources , 2012 .

[65]  Stephen W. Porges,et al.  Research methods for measurement of heart rate and respiration , 1992, Biological Psychology.

[66]  Chin-Chung Tsai,et al.  Eighth graders' web searching strategies and outcomes: The role of task types, web experiences and epistemological beliefs , 2008, Comput. Educ..

[67]  Stephen W. Porges,et al.  Vagal tone: An autonomic mediator of affect , 1991 .

[68]  J. Thayer,et al.  A longitudinal study in youth of heart rate variability at rest and in response to stress. , 2009, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[69]  M. Anne Britt,et al.  Reading multiple texts about climate change: The relationship between memory for sources and text comprehension , 2010 .

[70]  Stephen W. Porges,et al.  A phylogenetic journey through the vague and ambiguous Xth cranial nerve: A commentary on contemporary heart rate variability research , 2007, Biological Psychology.

[71]  Saskia Brand-Gruwel,et al.  Solving information-based problems: Evaluating sources and information , 2011 .

[72]  Julie Coiro,et al.  Handbook of Research on New Literacies , 2014 .

[73]  J. Thayer,et al.  Heart Rate Variability, Prefrontal Neural Function, and Cognitive Performance: The Neurovisceral Integration Perspective on Self-regulation, Adaptation, and Health , 2009, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.