Media multitasking, online vigilance and academic performance among students in three Southern African countries

Abstract High levels of Internet-based media use is a defining feature of behaviour among university students. A growing body of evidence indicates, firstly, that their learning activities are characterised by frequent switching between academic content and online media, and, secondly, that this form of behaviour is negatively associated with academic outcomes. It is less clear, however, whether media use and media multitasking in general is associated with academic performance. In the present study we adopted an exploratory frame and a survey-based methodology to investigate this relationship among students from three countries in Southern Africa. In addition to self-reported media use measures, we investigated the predictive capacity of online vigilance on academic performance. Online vigilance is a novel construct which describes individual differences in users’ cognitive orientation to online connectedness, their attention to and integration of online-related cues and stimuli, and their prioritisation of online communication. Our findings ( n = 1445 ) indicate a weak, negative association between self-reported media use measures and academic performance, as well as online vigilance and academic performance. Combined, media use and online vigilance predict 9% of variance in academic performance for our full sample. However, when considering only Namibian students ( n = 402 ), they predict 27% of variance. The study findings raise important questions relating to concerns over the potential impacts of general media use behaviours on academic performance among university students.

[1]  Frank M. Schneider,et al.  Permanently online - Permanently connected: Explorations into university students' use of social media and mobile smart devices , 2016, Comput. Hum. Behav..

[2]  D. Parry,et al.  Off-task media use in academic settings: cycles of self-regulation failure , 2019, Journal of American college health : J of ACH.

[3]  I. D. Kock Relating intensive and compulsive Facebook use with life satisfaction and academic performance amongst first year University of Namibia students , 2018 .

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

[5]  Daniel B. le Roux,et al.  In-lecture media use and academic performance: Does subject area matter? , 2017, Comput. Hum. Behav..

[6]  Daniel B. le Roux,et al.  Managing in-lecture media use: the feasibility and value of a split-class policy , 2019, Journal of Computing in Higher Education.

[7]  Tino Kreutzer,et al.  Internet and Online Media Usage on Mobile Phones among Low-Income Urban Youth in Cape Town , 2009 .

[8]  Patti M. Valkenburg,et al.  The consequences of media multitasking for youth: A review , 2015, Comput. Hum. Behav..

[9]  Jinnan Wu,et al.  Student Cyberloafing In and Out of the Classroom in China and the Relationship with Student Performance , 2018, Cyberpsychology Behav. Soc. Netw..

[10]  Michael J. Berry,et al.  Dial D for Distraction: The Making and Breaking of Cell Phone Policies in the College Classroom , 2015 .

[11]  Matthew S Cain,et al.  Media multitasking in adolescence , 2016, Psychonomic bulletin & review.

[12]  P. Kirschner,et al.  The myths of the digital native and the multitasker , 2017 .

[13]  Christoph Klimmt,et al.  Permanently online and permanently connected: Development and validation of the Online Vigilance Scale , 2018, PloS one.

[14]  Jeroen S. Lemmens,et al.  An international consensus for assessing internet gaming disorder using the new DSM-5 approach. , 2014, Addiction.

[15]  F. Schneider,et al.  I Ought to Put Down That Phone but I Phub Nevertheless: Examining the Predictors of Phubbing Behavior , 2019, Social Science Computer Review.

[16]  Niels Taatgen,et al.  Toward a unified theory of the multitasking continuum: from concurrent performance to task switching, interruption, and resumption , 2009, CHI.

[17]  Poonam Dhaka,et al.  A Study of the Correlation Between Internet Addiction and Aggressive Behaviour Among the Namibian University Students , 2018, WIR.

[18]  Brandon C. W. Ralph,et al.  Media multitasking and failures of attention in everyday life , 2014, Psychological research.

[19]  M. Griffiths,et al.  Chaos and confusion in DSM-5 diagnosis of Internet Gaming Disorder: Issues, concerns, and recommendations for clarity in the field , 2017, Journal of behavioral addictions.

[20]  Kimberly S. Young,et al.  Clinical Assessment of Internet‐Addicted Clients , 2012 .

[21]  Daniel L. King,et al.  Working towards an international consensus on criteria for assessing internet gaming disorder: a critical commentary on Petry et al. (2014). , 2016, Addiction.

[22]  Susanne E. Baumgartner,et al.  Measuring Media Multitasking: Development of a Short Measure of Media Multitasking for Adolescents , 2017, J. Media Psychol. Theor. Methods Appl..

[23]  C. Abraham,et al.  Psychological correlates of university students' academic performance: a systematic review and meta-analysis. , 2012, Psychological bulletin.

[24]  Ethan Kross,et al.  When facebook and finals collide - procrastinatory social media usage predicts enhanced anxiety☆ , 2020, Comput. Hum. Behav..

[25]  David A. Ellis,et al.  Beyond Self-Report: Tools to Compare Estimated and Real-World Smartphone Use , 2015, PloS one.

[26]  Athulang Mutshewa,et al.  An exploratory investigation of students’ use of social networking sites and their individual and social needs: a case study of the University of Botswana undergraduates , 2019 .

[27]  Daniel B. le Roux,et al.  Can I Have Your Attention, Please?: An Empirical Investigation of Media Multitasking during University Lectures , 2016, SAICSIT '16.

[28]  Qi Hao,et al.  Measuring smartphone usage and task switching with log tracking and self-reports , 2019 .

[29]  Terry S. Judd,et al.  Making sense of multitasking: Key behaviours , 2013, Comput. Educ..

[30]  Shahper Vodanovich,et al.  Research Commentary - Digital Natives and Ubiquitous Information Systems , 2010, Inf. Syst. Res..

[31]  David C. Funder,et al.  Evaluating Effect Size in Psychological Research: Sense and Nonsense , 2019, Advances in Methods and Practices in Psychological Science.

[32]  Niels Taatgen,et al.  The Multitasking Mind , 2010, Oxford series on cognitive models and architectures.

[33]  Nathan R. Kuncel,et al.  The Validity of Self-Reported Grade Point Averages, Class Ranks, and Test Scores: A Meta-Analysis and Review of the Literature , 2005 .

[34]  S. Cotten,et al.  Technological Influences on Social Ties Across the Lifespan , 2010 .

[35]  Antti Oulasvirta,et al.  Long-term working memory and interrupting messages in human – computer interaction , 2004, Behav. Inf. Technol..

[36]  Daniel B. le Roux,et al.  A New Generation of Students: Digital Media in Academic Contexts , 2017 .

[37]  M. Griffiths,et al.  Internet addiction: a systematic review of epidemiological research for the last decade. , 2014, Current pharmaceutical design.

[38]  Dong Liu,et al.  A meta-analysis of the relationship of academic performance and Social Network Site use among adolescents and young adults , 2017, Comput. Hum. Behav..

[39]  R. Robins,et al.  PERSONALITY PROCESSES AND INDIVIDUAL DIFFERENCES Personality Predictors of Academic Outcomes: Big Five Correlates of GPA and SAT Scores , 2007 .

[40]  D. Parry,et al.  An Analysis of Problematic Media Use and Technology Use Addiction Scales – What Are They Actually Assessing? , 2020, I3E.

[41]  Daniel B. le Roux,et al.  Media multitasking and cognitive control: A systematic review of interventions , 2019, Comput. Hum. Behav..

[42]  P. Vorderer,et al.  Always on? Explicating impulsive influences on media use , 2018 .

[43]  W. Lambert,et al.  A Happy and Engaged Class Without Cell Phones? It’s Easier Than You Think , 2016 .

[44]  D. Kahneman,et al.  Attention and Effort , 1973 .

[45]  Reynol Junco,et al.  Too much face and not enough books: The relationship between multiple indices of Facebook use and academic performance , 2012, Comput. Hum. Behav..

[46]  M. Credé,et al.  Class Attendance in College , 2010 .

[47]  Anastasia D. Elder,et al.  Efficient, helpful, or distracting? A literature review of media multitasking in relation to academic performance , 2018, International Journal of Educational Technology in Higher Education.