“Cognitive control in media multitaskers” ten years on: A meta-analysis
Open accessAbstract
In the decade since Ophir, Nass, and Wagner’s (2009) seminal study numerous researchers have investigated possible associations between media multitasking and cognitive control. Extending recent reviews, the present study provides a synthesis of extant research into this association across measurement approachs and cognitive functions. Following a systematic search and selection process, 118 assessments were included in the meta-analysis. Overall, the pooled effect size of the association, across measurement approaches and cognitive control functions, is small. This association is moderated both by the measurement approach as well as by the outcome variables targeted. These differences are tested and explained in detail. Building on the findings, it is recommended that research be conducted to determine the sources of heterogeneity in outcomes, understand differences between measurement approaches, and address causality and theoretical mechanisms. Overall, the review suggests that, ten years on, we are no closer to understanding ‘cognitive control in media multitaskers.’
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Repeated exposure to short, emotionally salient, and algorithmically sequenced music-based clips may gradually train students into patterns of attention fragmentation.
“Repeated exposure to short, emotionally salient, and algorithmically sequenced music-based clips may gradually train students into patterns of attention fragmentation”
From Algorithmic short-video music consumption and academic related functions: a three-wave longitudinal study of university students (2026) · cites this paper as Parry and le Roux, 2021
The Rationale for Associations Between Media Multitasking and Cognitive Control (page not provided) discusses the hypothesis that repeated media multitasking can habituate people to broader distributions of attention. It does not address short, emotionally salient, algorithmically sequenced music clips or students specifically. The Address Causality and Theoretical Mechanisms section (page not provided) says the evidence cannot establish whether media multitasking causes changes in cognitive control. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Bias in meta-analysis detected by a simple, graphical test
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997) · BMJ · doi:10.1136/bmj.315.7109.629 · Cited by 56,722 · see citing works
Conducting Meta-Analyses in <i>R</i> with the <b>metafor</b> Package
Viechtbauer, W. (2010) · Journal of Statistical Software · doi:10.18637/jss.v036.i03 · Cited by 20,464 · see citing works
Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D. (2000) · Cognitive Psychology · doi:10.1006/cogp.1999.0734 · Cited by 15,798 · see citing works
Duval, S., & Tweedie, R. (2000) · Biometrics · doi:10.1111/j.0006-341x.2000.00455.x · Cited by 14,099 · see citing works
Diamond, A. (2013) · Annual Review of Psychology · doi:10.1146/annurev-psych-113011-143750 · Cited by 13,268 · see citing works
Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2009.06.006 · Cited by 10,578 · see citing works
Cognitive control in media multitaskers
Ophir, E., Nass, C., & Wagner, A. D. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0903620106 · Cited by 1,810 · see citing works
Meta-analysis and the science of research synthesis
Gurevitch, J., Koricheva, J., Nakagawa, S., & Stewart, G. (2018) · Nature · doi:10.1038/nature25753 · Cited by 1,709 · see citing works
Cohen, J. (1983) · Applied Psychological Measurement · doi:10.1177/014662168300700301 · Cited by 1,564 · cited 1× · see citing works
“If a study reported both correlational and between-groups outcomes for the same assessment, given the well-documented problems with artificial dichotomisation (J. Cohen, 1983), outcomes for the correlational comparison were selected.”
ResultToplak, M. E., West, R. F., & Stanovich, K. E. (2013) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12001 · Cited by 1,381 · see citing works
The Differential Susceptibility to Media Effects Model
Valkenburg, P. M., & Peter, J. (2013) · Journal of Communication · doi:10.1111/jcom.12024 · Cited by 1,340 · see citing works
Cultural Recycling of Cortical Maps
Dehaene, S., & Cohen, L. (2007) · Neuron · doi:10.1016/j.neuron.2007.10.004 · Cited by 1,336 · see citing works
Paas, F. G. W. C., & Van Merriënboer, J. J. G. (1994) · Journal of Educational Psychology · doi:10.1037/0022-0663.86.1.122 · Cited by 1,198 · cited 2× · see citing works
“The deficit-producing hypothesis proposes that, through repeated outsourcing of control to exogenous distractions, endogenous control of attention is attenuated (Ralph et al., 2014). Alternatively, through processes of attentional and instrumental learning, individuals become habituated to adopting broader distributio…”
BackgroundSnyder, H. R., Miyake, A., & Hankin, B. L. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00328 · Cited by 946 · cited 1× · see citing works
“Conversely, Snyder et al. (2015) argue that such measures are problematic because they are influenced by contextual factors.”
BackgroundWilmer, H. H., Sherman, L. E., & Chein, J. M. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.00605 · Cited by 736 · see citing works
Threaded cognition: An integrated theory of concurrent multitasking.
Salvucci, D. D., & Taatgen, N. (2008) · Psychological Review · doi:10.1037/0033-295x.115.1.101 · Cited by 669 · see citing works
Sharma, L., Markon, K. E., & Clark, L. A. (2014) · Psychological Bulletin · doi:10.1037/a0034418 · Cited by 630 · see citing works
Large-scale analysis of test–retest reliabilities of self-regulation measures
Enkavi, A. Z., Eisenberg, I. W., Bissett, P. G., Mazza, G. L., MacKinnon, D. P., Marsch, L. A., & Poldrack, R. A. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1818430116 · Cited by 489 · see citing works
Sanbonmatsu, D. M., Strayer, D. L., Medeiros-Ward, N., & Watson, J. M. (2013) · PLoS ONE · doi:10.1371/journal.pone.0054402 · Cited by 440 · see citing works
Barkley, R. A., & Fischer, M. (2011) · Developmental Neuropsychology · doi:10.1080/87565641.2010.549877 · Cited by 413 · cited 3× · see citing works
“…secondly, that other confounding factors that account for the difference between self-reported and task-based measures of executive functioning (e.g., goals, motivations, and other contextual factors; Barkley & Fischer, 2011; Lin, 2009) may also account for differences involving media multitasking.”
BackgroundIsolation of a Central Bottleneck of Information Processing with Time-Resolved fMRI
Dux, P. E., Ivanoff, J., Asplund, C. L., & Marois, R. (2006) · Neuron · doi:10.1016/j.neuron.2006.11.009 · Cited by 373 · see citing works
The consequences of media multitasking for youth: A review
van der Schuur, W. A., Baumgartner, S. E., Sumter, S. R., & Valkenburg, P. M. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2015.06.035 · Cited by 370 · see citing works
Vorderer, P., Brew‐Sam, N., & Schneider, F. M. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.05.085 · Cited by 320 · see citing works
Media multitasking and memory: Differences in working memory and long-term memory
Uncapher, M. R., K. Thieu, M., & Wagner, A. D. (2016) · Psychonomic Bulletin & Review · doi:10.3758/s13423-015-0907-3 · Cited by 232 · see citing works
Working memory, fluid intelligence, and impulsiveness in heavy media multitaskers
Minear, M., Brasher, F., McCurdy, M., Lewis, J., & Younggren, A. (2013) · Psychonomic Bulletin & Review · doi:10.3758/s13423-013-0456-6 · Cited by 231 · see citing works
Minds and brains of media multitaskers: Current findings and future directions
Uncapher, M. R., & Wagner, A. D. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1611612115 · Cited by 217 · see citing works
Yeykelis, L., Cummings, J. J., & Reeves, B. (2014) · Journal of Communication · doi:10.1111/jcom.12070 · Cited by 216 · cited 1× · see citing works
“Because attentional capacities are limited (Kahneman, 1973), rapid attentional switches, which have been shown to increase arousal levels (Yeykelis et al., 2014), are necessary.”
BackgroundThe relationship between media multitasking and executive function in early adolescents
Baumgartner, S. E., Weeda, W. D., van der Heijden, L. L., & Huizinga, M. (2014) · The Journal of Early Adolescence · doi:10.1177/0272431614523133 · Cited by 212 · see citing works
The association between media multitasking, task-switching, and dual-task performance.
Alzahabi, R., & Becker, M. W. (2013) · Journal of Experimental Psychology: Human Perception and Performance · doi:10.1037/a0031208 · Cited by 206 · see citing works
Media multitasking in adolescence
Cain, M. S., Leonard, J. A., Gabrieli, J. D. E., & Finn, A. S. (2016) · Psychonomic Bulletin & Review · doi:10.3758/s13423-016-1036-3 · Cited by 205 · see citing works
Moisala, M., Salmela, V., Hietajärvi, L., Salo, E., Carlson, S., Salonen, O., Lonka, K., Hakkarainen, K., Salmela-Aro, K., & Alho, K. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.04.011 · Cited by 200 · see citing works
Media multitasking and failures of attention in everyday life
Ralph, B. C. W., Thomson, D. R., Cheyne, J. A., & Smilek, D. (2014) · Psychological Research · doi:10.1007/s00426-013-0523-7 · Cited by 194 · see citing works
Lui, K. F. H., & Wong, A. C.-N. (2012) · Psychonomic Bulletin & Review · doi:10.3758/s13423-012-0245-7 · Cited by 179 · see citing works
Wilmer, H. H., & Chein, J. M. (2016) · Psychonomic Bulletin & Review · doi:10.3758/s13423-016-1011-z · Cited by 176 · see citing works
Media Multitasking Effects on Cognitive vs. Attitudinal Outcomes: A Meta-Analysis
Jeong, S.-H., & Hwang, Y. (2016) · Human Communication Research · doi:10.1111/hcre.12089 · Cited by 154 · cited 1× · see citing works
“These differences extend past media use and, therefore, may impact cognitive outcomes (Jeong & Hwang, 2016).”
BackgroundAge Differences in Media Multitasking: A Diary Study
Voorveld, H. A. M., & van der Goot, M. (2013) · Journal of Broadcasting & Electronic Media · doi:10.1080/08838151.2013.816709 · Cited by 144 · see citing works
Multidimensions of Media Multitasking and Adaptive Media Selection
Wang, Z., Irwin, M., Cooper, C. K., & Srivastava, J. (2014) · Human Communication Research · doi:10.1111/hcre.12042 · Cited by 137 · see citing works
Cognitive control in media multitaskers: Two replication studies and a meta-Analysis
Wiradhany, W., & Nieuwenstein, M. R. (2017) · Attention, Perception, & Psychophysics · doi:10.3758/s13414-017-1408-4 · Cited by 121 · see citing works
Breadth-biased versus focused cognitive control in media multitasking behaviors
Lin, L. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0908642106 · Cited by 113 · see citing works
Cardoso-Leite, P., Kludt, R., Vignola, G., Ma, W. J., Green, C. S., & Bavelier, D. (2016) · Attention, Perception, & Psychophysics · doi:10.3758/s13414-015-0988-0 · Cited by 111 · see citing works
Media multitasking and the effectiveness of combining online and radio advertising
Voorveld, H. A. M. (2011) · Computers in Human Behavior · doi:10.1016/j.chb.2011.06.016 · Cited by 107 · see citing works
Media multitasking and behavioral measures of sustained attention
Ralph, B. C. W., Thomson, D. R., Seli, P., Carriere, J. S. A., & Smilek, D. (2014) · Attention Perception & Psychophysics · doi:10.3758/s13414-014-0771-7 · Cited by 97 · see citing works
Gorman, T. E., & Green, C. S. (2016) · Scientific Reports · doi:10.1038/srep24542 · Cited by 84 · see citing works
Media Multitasking: Good, Bad, or Ugly?
Lang, A., & Chrzan, J. (2015) · Annals of the International Communication Association · doi:10.1080/23808985.2015.11679173 · Cited by 79 · see citing works
The relations between executive functions, media multitasking and polychronicity
Magen, H. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.10.011 · Cited by 75 · see citing works
Murphy, K., & Creux, O. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106532 · Cited by 68 · see citing works
Individual differences in media multitasking and performance on the n-back
Ralph, B. C. W., & Smilek, D. (2016) · Attention Perception & Psychophysics · doi:10.3758/s13414-016-1260-y · Cited by 64 · see citing works
Questionnaires and task-based measures assess different aspects of self-regulation: Both are needed
Friedman, N. P., & Banich, M. T. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1915315116 · Cited by 57 · see citing works
van der Schuur, W. A., Baumgartner, S. E., Sumter, S. R., & Valkenburg, P. M. (2019) · New Media & Society · doi:10.1177/1461444819861956 · Cited by 56 · see citing works
Murphy, K. A., McLauchlan, S., & Lee, M. (2017) · Computers in Human Behavior · doi:10.1016/j.chb.2017.06.001 · Cited by 55 · see citing works
Estimation of the biserial correlation and its sampling variance for use in meta‐analysis
Jacobs, P., & Viechtbauer, W. (2016) · Research Synthesis Methods · doi:10.1002/jrsm.1218 · Cited by 47 · see citing works
Predictors of media multitasking in Chinese adolescents
Xiao-hui, Y., & Zhu, L. (2015) · International Journal of Psychology · doi:10.1002/ijop.12187 · Cited by 45 · see citing works
Media multitasking, mind-wandering, and distractibility: A large-scale study
Wiradhany, W., van Vugt, M. K., & Nieuwenstein, M. R. (2019) · Attention Perception & Psychophysics · doi:10.3758/s13414-019-01842-0 · Cited by 45 · see citing works
Schutten, D. J., Stokes, K. A., & Arnell, K. M. (2017) · Cognitive Research Principles and Implications · doi:10.1186/s41235-016-0048-x · Cited by 43 · see citing works
Media multitasking, impulsivity and dual task ability
Shin, M., Webb, A., & Kemps, E. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.11.018 · Cited by 43 · see citing works
Ralph, B. C. W., Seli, P., Wilson, K. E., & Smilek, D. (2018) · Psychological Research · doi:10.1007/s00426-018-1056-x · Cited by 42 · see citing works
Shin, M., Linke, A., & Kemps, E. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106422 · Cited by 39 · see citing works
Media multitasking as an avoidance coping strategy against emotionally negative stimuli
Shin, M., & Kemps, E. (2020) · Anxiety, Stress, & Coping · doi:10.1080/10615806.2020.1745194 · Cited by 38 · see citing works
Baumgartner, S. E., & Sumter, S. R. (2017) · Journal of Children and Media · doi:10.1080/17482798.2017.1304971 · Cited by 38 · see citing works
Baumgartner, S. E., van der Schuur, W. A., Lemmens, J. S., & Poel, F. T. (2017) · Human Communication Research · doi:10.1111/hcre.12111 · Cited by 37 · see citing works
Media multitasking and implicit learning
Edwards, K. S., & Shin, M. (2017) · Attention Perception & Psychophysics · doi:10.3758/s13414-017-1319-4 · Cited by 37 · see citing works
Parry, D. A., Roux, D., & Bantjes, J. R. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2019.106182 · Cited by 34 · see citing works
Self-citationPredicting attention shifting abilities from self-reported media multitasking
Elbe, P., Sörman, D. E., Mellqvist, E., Brändström, J., & Ljungberg, J. K. (2019) · Psychonomic Bulletin & Review · doi:10.3758/s13423-018-01566-6 · Cited by 33 · see citing works
Rogobete, D., Ionescu, T., & Miclea, M. (2020) · The Journal of Early Adolescence · doi:10.1177/0272431620950478 · Cited by 31 · see citing works
Seddon, A. L., Law, A. S., Adams, A.-M., & Simmons, F. R. (2018) · Journal of Cognitive Psychology · doi:10.1080/20445911.2018.1525387 · Cited by 29 · see citing works
Szumowska, E., Popławska, A., Kuś, J., Osowiecka, M., & Kramarczyk, J. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.01.043 · Cited by 26 · see citing works
THE RELATIONSHIP BETWEEN MEDIA MULTITASKING, WORKING MEMORY AND SUSTAINED ATTENTION
İmren, M., & Tekman, H. G. (2019) · Uludağ Üniversitesi Fen Edebiyat Fakültesi Sosyal Bilimler Dergisi · doi:10.21550/sosbilder.487649 · Cited by 21 · see citing works
The Mediating Role of Mindfulness in the Relationship between Media Multitasking and Mind Wandering
Yildirim, C., & Dark, V. J. (2018) · Technology, Mind, and Society Conference (TechMindSociety) · doi:10.1145/3183654.3183711 · Cited by 11 · see citing works
Roux, D., & Parry, D. A. (2019) · Cyberpsychology Journal of Psychosocial Research on Cyberspace · doi:10.5817/cp2019-3-2 · Cited by 8 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 10
- Borenstein, M., Hedges, L. V., Higgins, J. P., & Rothstein, H. R. (2011). Introduction to meta-analysis. John Wiley & Sons.
- Burgess, P.W. (2004). Theory and methodology in executive function research. In P. Rabbitt (Ed.), Methodology of frontal and executive function (pp. 81-116). Psychology Press.
- Ernst, T. (2014). Beeinflusst Multitasking das eigene Gluck?: Die Auswirkung von Medien-Multitasking auf das subjektive Wohlbefinden von Studierenden [Does multitasking affect happiness?: The effect of media multitasking on the subjective well-being of students] [Unpublished bachelor's thesis]. Zurich University for Applied Sciences.
- Gilbert, S. J., & Burgess, P. W. (2008). Primer: Executive function. Current Biology, 18(3), R110-R114. https://doi.org/10.1016/j.cub.2007.12.014 · DOI · Paper page
- Irwin, M. L. (2017). The dynamics of media use, attention, and behavioral control [Doctoral dissertation, The Ohio State University]. http://rave.ohiolink.edu/etdc/view?acc_num=osu1492700316011036
- Kahneman, D. (1973). Attention and effort. Prentice Hall.
- Liebenberg & S. Gruner (Eds.), ICT Education (pp. 19-36). Springer. https://doi.org/10.1007/978-3-319-69670-6_2 · DOI
- van Koningsbruggen, G. M., Hartmann, T., & Du, J. D. (2018). Always on? Explicating impulsive influences on media use. In P. Vorderer, D. Hefner, L. Reinecke, & C. Klimmt (Eds.), Permanently online, permanently connected (pp. 51-60). Routledge.
- Webster, J., & Watson, R. T. (2002). Analyzing the past to prepare for the future: Writing a literature review. MIS Quarterly, 26(2), xiii-xxiii. https://www.jstor.org/stable/4132319
- Wiradhany, W., & Koerts, J. (2021). Everyday functioning-related cognitive correlates of media multitasking: A mini meta-analysis. Media Psychology, 24(2), 276-303. https://doi.org/10.1080/15213269.2019.1685393 · DOI
Cited by
Sorted by citations
Dong, J., Zhang, H., Zhao, J., & Yuan, R. (2026) · Frontiers in Psychology · doi:10.3389/fpsyg.2026.1907189
“…may gradually entrench patterns of rapid attentional switching and external-cue dependence, both of which are inconsistent with the sustained focus and active disengagement from distractors that attentional control requires (Ophir et al., 2009; Parry and le Roux, 2021; Petersen and Posner, 2012).”
- Authors
- Parry, D. A., & Le Roux, D. B.
- Affiliations
- Stellenbosch University (ZA)
- ORCID
- Parry, Douglas A.
- Venue
- Cyberpsychology: Journal of Psychosocial Research on Cyberspace
- Publisher
- Masaryk University Press
- Published
- 2021-04-26
- Volume
- 15
- Issue
- 2
- ISSN
- 1802-7962 (ISSN-L)
- OpenAlex
- W3157962720
- Cited by
- 49
- References
- 70
- Citations by year
- 2026: 12 · 2025: 12 · 2024: 8 · 2023: 9 · 2022: 7 · 2021: 1
- FWCI
- 1.22
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Licence
- cc-by-nc-nd
- Locations
- Cyberpsychology Journal of Psychosocial Research on Cyberspace (publishedVersion, cc-by-nc-nd)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- VU Research Portal (submittedVersion)
- Topics
- Social Sciences › Decision Sciences › Information Systems and Management › Personal Information Management and User Behavior
- Physical Sciences › Computer Science › Computer Science Applications › Digital Media and Philosophy
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- media multitasking, cognitive control, executive function, measurement methods, outcome heterogeneity, causal mechanisms, digital media use
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review