The Impact of Mobile Phone Usage on Student Learning
Abstract
In this study, we examined the impact of mobile phone usage, during class lecture, on student learning. Participants in three different study groups (control, low-distraction, and high-distraction) watched a video lecture, took notes on that lecture, and took two learning assessments after watching the lecture. Students who were not using their mobile phones wrote down 62% more information in their notes, took more detailed notes, were able to recall more detailed information from the lecture, and scored a full letter grade and a half higher on a multiple choice test than those students who were actively using their mobile phones. Theoretical and pedagogical implications are discussed.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Students in the non-multitasking control group wrote down 62% more information, took notes with more details, recalled more detailed information, and scored a full letter grade and a half higher than students in the low-distraction and high-distraction groups.
“Students in the non-multitasking control group wrote down 62% more information, took notes with more details, were able to recall more detailed information, and scored a full letter grade and a half higher than students in the low-distraction and high-distraction groups.”
From Efficient, helpful, or distracting? A literature review of media multitasking in relation to academic performance (2018) · cites this paper as Kuznekoff & Titsworth, 2013
Media use during academic activities was related to interference with note-taking.
“and interference with note-taking (End et al., 2010;Kuznekoff & Titsworth, 2013).”
From The consequences of media multitasking for youth: A review (2015) · cites this paper as Kuznekoff & Titsworth, 2013
Cites
The Measurement of Observer Agreement for Categorical Data
Landis, J. R., & Koch, G. G. (1977) · Biometrics · doi:10.2307/2529310 · Cited by 81,148 · see citing works
Social network sites: definition, history, and scholarship
boyd, D. M., & Ellison, N. B. (2007) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2007.00393.x · Cited by 16,251 · see citing works
Judd, C. H. (1928) · Journal of Education · doi:10.1177/002205742810700706 · Cited by 1,410 · see citing works
Examining the impact of off-task multi-tasking with technology on real-time classroom learning
Wood, E., Zivcakova, L., Gentile, P., Archer, K., De Pasquale, D., & Nosko, A. (2012) · Computers & Education · doi:10.1016/j.compedu.2011.08.029 · Cited by 565 · see citing works
Harbluk, J. L., Noy, Y. I., Trbovich, P. L., & Eizenman, M. (2007) · Accident Analysis & Prevention · doi:10.1016/j.aap.2006.08.013 · Cited by 526 · see citing works
Note-taking functions and techniques.
Kiewra, K. A., DuBois, N. F., Christian, D., McShane, A., Meyerhoffer, M., & Roskelley, D. (1991) · Journal of Educational Psychology · doi:10.1037/0022-0663.83.2.240 · Cited by 331 · see citing works
A decrease in brain activation associated with driving when listening to someone speak
Just, M. A., Keller, T. A., & Cynkar, J. (2008) · Brain Research · doi:10.1016/j.brainres.2007.12.075 · Cited by 298 · see citing works
(2009) · Issue Lab (Candid) · Cited by 269 · see citing works
Perceptions of Mobile Phones in College Classrooms: Ringing, Cheating, and Classroom Policies
Campbell, S. W. (2006) · Communication Education · doi:10.1080/03634520600748573 · Cited by 261 · see citing works
Learners as information processors: Legacies and limitations of educational psychology's second..
Mayer, R. E. (1996) · Educational Psychologist · doi:10.1080/00461520.1996.9653263 · Cited by 260 · see citing works
(2010) · Journal of the Association for Information Systems · Cited by 256 · see citing works
Lenhart, A., Ling, R., Campbell, S. W., & Purcell, K. (2010) · Cited by 202 · see citing works
Wei, F.-Y. F., Wang, Y. K., & Klausner, M. (2012) · Communication Education · doi:10.1080/03634523.2012.672755 · Cited by 202 · see citing works
Implications of Mobility: The Uses of Personal Communication Media in Everyday Life
Ishii, K. (2006) · Journal of Communication · doi:10.1111/j.1460-2466.2006.00023.x · Cited by 197 · see citing works
Kobayashi, K. (2005) · Educational Psychology · doi:10.1080/01443410500342070 · Cited by 185 · see citing works
Lenhart, A., Purcell, K., Ling, R., & Campbell, S. (2010) · Issue Lab (Candid) · Cited by 160 · see citing works
Spoken organizational lecture cues and student notetaking as facilitators of student learning
Titsworth, B. S., & Kiewra, K. A. (2004) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2003.12.001 · Cited by 155 · see citing works
Notetaking and review: The research and its implications
Kiewra, K. A. (1987) · Instructional Science · doi:10.1007/bf00120252 · Cited by 137 · see citing works
Now You See It: How the Brain Science of Attention Will Transform the Way We Live, Work, and Learn
Wenderoth, C. (2012) · Theological Librarianship · doi:10.31046/tl.v5i2.236 · Cited by 133 · see citing works
Titsworth, B. S. (2001) · Communication Education · doi:10.1080/03634520109379256 · Cited by 128 · see citing works
Students' note-taking behaviors and the efficacy of providing the instructor's notes for review
Kiewra, K. A. (1985) · Contemporary Educational Psychology · doi:10.1016/0361-476x(85)90034-7 · Cited by 126 · see citing works
Optimising the use of note‐taking as an external cognitive aid for increasing learning
Makány, T., Kemp, J., & Dror, I. E. (2008) · British Journal of Educational Technology · doi:10.1111/j.1467-8535.2008.00906.x · Cited by 122 · see citing works
Cellular Phone Use in Class: Implications for Teaching and Learning a Pilot Study.
Burns, S. M., & Lohenry, K. C. (2010) · College student journal · Cited by 108 · see citing works
Students' notetaking: the effects of teacher immediacy and clarity
Titsworth, B. S. (2004) · Communication Education · doi:10.1080/0363452032000305922 · Cited by 96 · see citing works
Now you see it : how the brain science of attention will transform the way we live, work, and learn
Davidson, C. N. (2011) · Cited by 92 · see citing works
Teacher Power Mediates the Effects of Technology Policies on Teacher Credibility
Finn, A. N., & Ledbetter, A. M. (2012) · Communication Education · doi:10.1080/03634523.2012.725132 · Cited by 79 · see citing works
Learners as information processors: Legacies and limitations of educational psychology's second..
Mayer, R. E. (1996) · Educational Psychologist · doi:10.1207/s15326985ep3103&4_1 · Cited by 38 · see citing works
Crow, D. R., & Liggett, D. P. (2012) · IEEE IAS Electrical Safety Workshop (ESW) · doi:10.1109/esw.2012.6165529 · Cited by 28 · see citing works
Educational scenarios for digital futures
Schuck, S., & Aubusson, P. (2010) · Learning Media and Technology · doi:10.1080/17439884.2010.509351 · Cited by 27 · see citing works
Note‐Taking and Secondary Students with Learning Disabilities: Challenges and Solutions
Boyle, J. R. (2012) · Learning Disabilities Research and Practice · doi:10.1111/j.1540-5826.2012.00354.x · Cited by 26 · see citing works
Acquiring Effective Notetaking Skills: An Alternative to Professional Notetaking.
Kiewra, K. A. (1984) · The Journal of Reading · Cited by 23 · see citing works
Thinking Strategically to Record Notes in Content Classes.
Boyle, J. R. (2011) · American secondary education · Cited by 20 · see citing works
Cell phone communication and driver visual behavior
Trbovich, P., & Harbluk, J. L. (2003) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/765891.765954 · Cited by 16 · see citing works
Notetaking: Theory and Research.
Rickards, J. P. (1979) · Cited by 7 · see citing works
Leveraging Multicommunication in the Classroom
Stephens, K. K., Murphy, M., & Kee, K. F. (2011) · IGI Global eBooks · doi:10.4018/978-1-61350-347-8.ch015 · Cited by 6 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
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
“…during academic activities was related to perceived interference with finishing homework (Junco & Cotten, 2011), less academic satisfaction (Gaudreau et al., 2014), lower homework motivation (Calderwood et al., 2014), and interference with note-taking (End et al., 2010; Kuznekoff & Titsworth, 2013).”
Does multitasking with mobile phones affect learning? A review
Chen, Q., & Yan, Z. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2015.07.047 · Cited by 323 · see citing works
“Kuznekoff and Titsworth (2013) conducted an experimental study to investigate the effect of texting and posting using mobile phone while listening to lecture on students attending (i.e. lecture listening, note taking, recall of knowledge).”
BackgroundResultMay, K. E., & Elder, A. D. (2018) · International Journal of Educational Technology in Higher Education · doi:10.1186/s41239-018-0096-z · Cited by 287 · see citing works
“A related study found similar results (Kuznekoff & Titsworth, 2013).”
ResultCauses, effects, and practicalities of everyday multitasking
Carrier, L. M., Rosen, L. D., Cheever, N. A., & Lim, A. F. (2015) · Developmental Review · doi:10.1016/j.dr.2014.12.005 · Cited by 284 · see citing works
Mendoza, J. S., Pody, B. C., Lee, S., Kim, M., & McDonough, I. M. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.04.027 · Cited by 275 · see citing works
How Has the Internet Reshaped Human Cognition?
Loh, K. K., & Kanai, R. (2016) · The Neuroscientist · doi:10.1177/1073858415595005 · Cited by 272 · see citing works
“Three other studies (Ellis and others 2010; Kuznekoff and Titsworth 2013; Rosen and others 2011) also found worse learning performance in students instructed to engage in text messaging during a live lecture.”
BackgroundThe effects of smartphone addiction on learning: A meta-analysis
Sunday, O. J., Adesope, O., & Maarhuis, P. L. (2021) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2021.100114 · Cited by 239 · see citing works
Ill Communication: Technology, distraction & student performance
Beland, L.-P., & Murphy, R. (2016) · Labour Economics · doi:10.1016/j.labeco.2016.04.004 · Cited by 236 · see citing works
The effects of mobile phone use on academic performance: A meta-analysis
Kates, A. W., Wu, H., & Coryn, C. L. S. (2018) · Computers & Education · doi:10.1016/j.compedu.2018.08.012 · Cited by 222 · see citing works
Qi, C. (2019) · Behaviour and Information Technology · doi:10.1080/0144929x.2019.1585476 · Cited by 223 · see citing works
Kuznekoff, J. H., Munz, S., & Titsworth, S. (2015) · Communication Education · doi:10.1080/03634523.2015.1038727 · Cited by 196 · see citing works
“This finding helps to fill a gap in research identified by past scholars (Kuznekoff & Titsworth, 2013), particularly the role that message relevance plays in influencing learning and note-taking.”
BackgroundMethodResultInfluentialSelf-citationTexting everywhere for everything: Gender and age differences in cell phone etiquette and use
Forgays, D. K., Hyman, I. E., & Schreiber, J. (2013) · Computers in Human Behavior · doi:10.1016/j.chb.2013.10.053 · Cited by 188 · see citing works
“…awareness during driving and walking (Hyman et al., 2010; Strayer & Drews, 2007; Strayer et al., 2003); disrupts learning in classroom settings (Kuznekoff & Titsworth, 2013); Wood et al., 2011); can cause social irritation for those forced to overhear a cell phone conversation (Emberson et…”
BackgroundVedechkina, M., & Borgonovi, F. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.611155 · Cited by 225 · see citing works
Sophonhiranrak, S. (2021) · Heliyon · doi:10.1016/j.heliyon.2021.e06696 · Cited by 161 · see citing works
“…and Grant, 2013; Gromik, 2012; He fl in et al., 2017; Jeno et al., 2017; Karimi, 2016; Kim et al., 2017; Koç et al., 2016; Kuznekoff et al., 2015; Kuznekoff and Titsworth, 2013; Lackovic et al., 2017; Lam and Duan, 2012; Lan et al., 2012; Lin and Lin, 2015; Martí and Ferrer, 2012; Masters et…”
BackgroundMake it our time: In class multitaskers have lower academic performance
Bellur, S., Nowak, K. L., & Hull, K. S. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2015.06.027 · Cited by 149 · see citing works
“…students may bring a computer to class to allow them to take notes or look up course related information, the most common activities during class include texting, Facebook, tweeting, playing games, watching videos, and other activities that are not related to class (Kuznekoff & Titsworth, 2013).”
Harrington, C. M., Kavanagh, D. O., Ballester, G. W., Ballester, A. W., Dicker, P., Traynor, O. J., Hill, A. D. K., & Tierney, S. (2017) · Journal of surgical education · doi:10.1016/j.jsurg.2017.10.010 · Cited by 144 · see citing works
“Engaging the trainee audience remains challenging for most surgical educators as distractions can be detrimental to learning.(6) With significant staff and monetary resources invested into simulation and surgical education, trainers may not have adapted their teaching styles to befit the newer generation.”
BackgroundThe Effect of Mobile Learning on Students' Achievement and Conversational Skills
Elfeky, A. I. M., & Masadeh, T. S. Y. (2016) · International Journal of Higher Education · doi:10.5430/ijhe.v5n3p20 · Cited by 127 · see citing works
“For instance, Kuznekoff & Titsworth (2013) after examining the impact of using mobile phones on students' learning via video watching concluded that students who were using their mobile phones wrote down and recalled less information.”
BackgroundResultEvolving Educational Techniques in Surgical Training
Evans, C. H., & Schenarts, K. D. (2015) · Surgical Clinics of North America · doi:10.1016/j.suc.2015.09.005 · Cited by 126 · see citing works
“A study examining whether texting or posting to a social network site has negative impacts on students’ learning found that students who were not using their mobile phone wrote down 62% more information in their notes, took more detailed notes, were able to recall more detailed information from the lectures, and score…”
BackgroundMobile instant messaging or face-to-face? Group interactions in cooperative simulations
Yuan, C.-H., & Wu, Y. J. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106508 · Cited by 118 · see citing works
Understanding smartphone usage in college classrooms: A long-term measurement study
Kim, I., Kim, R., Kim, H., Kim, D., Han, K., Lee, P. H., Mark, G. J., & Lee, U. (2019) · Computers & Education · doi:10.1016/j.compedu.2019.103611 · Cited by 116 · see citing works
Alshurideh, M. T., Kurdi, B. H. A., AlHamad, A., Salloum, S. A., Alkurdi, S. H., Dehghan, A. H., Abuhashesh, M., & Masa’deh, R. M. T. (2021) · Informatics · doi:10.3390/informatics8020032 · Cited by 111 · see citing works
What College Instructors Can Do About Student Cyber-slacking
Flanigan, A. E., & Kiewra, K. A. (2017) · Educational Psychology Review · doi:10.1007/s10648-017-9418-2 · Cited by 107 · see citing works
“Unfortunately, experimental and self-report studies have linked classroom cyber-slacking with diminished (a) note taking (Kuznekoff and Titsworth 2013; Kuznekoff et al. 2015), (b) course test scores (Bjornsen and Archer 2015; Ravizza et al. 2014), (c) course grades (Clayson and Haley 2013), and (d)…”
BackgroundFlanigan, A. E., & Babchuk, W. A. (2015) · Learning and Individual Differences · doi:10.1016/j.lindif.2015.11.003 · Cited by 107 · see citing works
Throuvala, M. A., Griffiths, M., Rennoldson, M., & Kuss, D. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17134842 · Cited by 105 · see citing works
Use of clickers vs. mobile devices for classroom polling
Stowell, J. R. (2014) · Computers & Education · doi:10.1016/j.compedu.2014.12.008 · Cited by 103 · see citing works
A tethered generation: Exploring the role of mobile phones in the daily life of young people
Mihailidis, P. (2014) · Mobile Media & Communication · doi:10.1177/2050157913505558 · Cited by 106 · see citing works
“Kuznekoff and Titsworth (2013) recently found negative correlations in mobile phone use and learning in formal classrooms.”
BackgroundDoes multitasking in the classroom affect learning outcomes? A naturalistic study
Jamet, É., Gonthier, C., Cojean, S., Colliot, T., & Erhel, S. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106264 · Cited by 109 · see citing works
Mobile phones: The effect of its presence on learning and memory
Tanil, C. T., & Yong, M. H. (2020) · PLoS ONE · doi:10.1371/journal.pone.0219233 · Cited by 108 · see citing works
“While teachers and parents are for [5] or against cell phones in classrooms [6], empirical evidence showed that students who used their phones in class took fewer notes [7] and had poorer overall academic performance, compared to those who did not [8,9].”
BackgroundDigital distraction in the classroom: exploring instructor perceptions and reactions
Flanigan, A. E., & Babchuk, W. A. (2020) · Teaching in Higher Education · doi:10.1080/13562517.2020.1724937 · Cited by 91 · see citing works
Al-Furaih, S. A. A., & Al-Awidi, H. M. (2020) · Education and Information Technologies · doi:10.1007/s10639-020-10361-7 · Cited by 108 · see citing works
The negative impact of smartphone usage on nursing students: An integrative literature review
Ramjan, L. M., Salamonson, Y., Batt, S., Kong, A., McGrath, B. J., Richards, G. M., Roach, D., Wall, P., & Crawford, R. (2021) · Nurse Education Today · doi:10.1016/j.nedt.2021.104909 · Cited by 97 · see citing works
College Students’ Multitasking Behavior in Online Versus Face-to-Face Courses
Lepp, A., Barkley, J. E., Karpinski, A. C., & Singh, S. (2019) · SAGE Open · doi:10.1177/2158244018824505 · Cited by 91 · see citing works
“…& Akbulut, 2016; Ellis, Daniels, & Jauregui, 2010; Fox, Rosen, & Crawford, 2009; Fried, 2008; Gingerich & Lineweaver, 2014; Hembrooke & Gay, 2003; Kuznekoff & Titsworth, 2013; Lawson & Henderson, 2015; Ravizza, Hambrick, & Fenn, 2014; Sana, Weston, & Cepeda, 2013; Wei, Wang, & Fass, 2014; Wood…”
The Effects of Cell Phone Use and Emotion‐regulation Style on College Students' Learning
Lee, S., Kim, M. W., McDonough, I. M., Mendoza, J. S., & Kim, M. S. (2017) · Applied Cognitive Psychology · doi:10.1002/acp.3323 · Cited by 85 · see citing works
Vahedi, Z., Zannella, L., & Want, S. C. (2019) · Active Learning in Higher Education · doi:10.1177/1469787419861926 · Cited by 87 · see citing works
“For example, students have reported using their ICTs in the classroom for online shopping, instant messaging, playing virtual games, and browsing their social media accounts (e.g. Aagaard, 2015; Akbulut et al., 2016; Barry et al., 2015; Kuznekoff and Titsworth, 2013).”
BackgroundExploratory Theoretical Tests of the Instructor Humor–Student Learning Link
Bolkan, S., & Goodboy, A. K. (2014) · Communication Education · doi:10.1080/03634523.2014.978793 · Cited by 77 · see citing works
“Considering sustained attention is linked to students’ capacity to store and recall information (Kuznekoff & Titsworth, 2013), these results help us dispute the argument that humor increases learning through its ability to influence students’ concentration and information processing capabilities…”
BackgroundInfluentialThe impact of digital distraction on lecture note taking and student learning
Flanigan, A. E., & Titsworth, S. (2020) · Instructional Science · doi:10.1007/s11251-020-09517-2 · Cited by 72 · see citing works
Self-citationÖzer, Ö., & Kılıç, F. (2018) · Eurasia Journal of Mathematics Science and Technology Education · doi:10.29333/ejmste/90992 · Cited by 69 · see citing works
“…mobile phone use on students’ academic achievement report that mobile phones can be distracting and information processing can be impeded if students text or post to social media in the classroom (Calderwood, Ackerman & Conklin, 2014; Kuznekoff & Titsworth, 2013; Rogers, 2011; Unesco, 2012).”
BackgroundThrouvala, M. A., Pontes, H. M., Tsaousis, I., Griffiths, M. D., Rennoldson, M., & Kuss, D. J. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.642634 · Cited by 83 · see citing works
“, university students) who are the most frequent users of smartphones and therefore the most likely to experience academic disruption caused by smartphones with heightened distraction levels in University settings (34, 61, 158, 159) and subsequent attentional losses due to smartphone use (31, 34, 160).”
Olufadi, Y. (2015) · Computers & Education · doi:10.1016/j.compedu.2015.03.005 · Cited by 67 · see citing works
“…utilized a wide range of measurement and definitions for SAP e.g., engagement (Chen & Peng, 2008; Junco, Heibergert, & Loken, 2011), note-taking (Kuznekoff & Titsworth, 2013), overall GPA (Harman & Sato, 2011; Junco, 2012a; 2012b; Junco & Cotten, 2011; 2012), actual GPA (Lepp, Barkley &…”
A Large-Scale, Long-Term Analysis of Mobile Device Usage Characteristics
Hintze, D., Hintze, P., Findling, R. D., & Mayrhofer, R. (2017) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3090078 · Cited by 63 · see citing works
“Examples are mobile data traffic prediction [24], indoor air quality monitoring [19], cognitive bias modification [23], compulsive behavior and technostress [17], smartphone addiction [15, 16, 18], healtcare [6], education [14], and user authentication [8, 34].”
BackgroundKim, I., Jung, G., Jung, H., Ko, M., & Lee, U. (2017) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3130928 · Cited by 63 · see citing works
Off-task multitasking, note-taking and lower- and higher-order classroom learning
Waite, B. M., Lindberg, R., Ernst, B. A., Bowman, L. L., & Levine, L. E. (2018) · Computers & Education · doi:10.1016/j.compedu.2018.01.007 · Cited by 64 · see citing works
Media Multitasking: A Bibliometric Approach and Literature Review
Beuckels, E., Ye, G., Hudders, L., & Cauberghe, V. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.623643 · Cited by 56 · see citing works
“Indeed, various kinds of media multitasking behaviors in class, such as text messaging (Clayson and Haley, 2013), social media usage (Lau, 2017), mobile phone usage (Kuznekoff and Titsworth, 2013), and laptop usage (Fried, 2008; Sana et al.”
BackgroundExploring a curriculum app and a social communication app for EFL learning
Zou, B., Li, H., & Li, J. (2018) · Computer Assisted Language Learning · doi:10.1080/09588221.2018.1438474 · Cited by 56 · see citing works
“However, researchers also argued that students learning performance in MALL contexts may be lower than students in non-MALL context because frequent use of mobile devices may disrupt their concentration when engaged in learning activities (Kraushaar & Novak, 2010; Kuznekoff & Titsworth, 2013).”
BackgroundCheong, P. H., Shuter, R., & Suwinyattichaiporn, T. (2016) · Communication Education · doi:10.1080/03634523.2016.1159317 · Cited by 54 · see citing works
“Past experiments have also reported performance decrements on student note-taking, recall, and test performance (Kuznekoff & Titsworth, 2013), time for task completion (Bowman, Levine, Waite, & Gendron, 2010), and comprehension of lecture material for students’ and nearby peers (Sana, Weston, &…”
BackgroundInfluencia del Smartphone en los procesos de aprendizaje y enseñanza
Calpa, A. C. S., & Delgado, D. G. M. (2017) · Suma de Negocios · doi:10.1016/j.sumneg.2017.01.001 · Cited by 53 · see citing works
Shakoor, F., Fakhar, A., & Abbas, J. (2021) · International Journal of Academic Research in Business and Social Sciences · doi:10.6007/ijarbss/v11-i2/8902 · Cited by 52 · see citing works
“The increasing trends and development of mobile learning resources and E-libraries improved the value of smartphones and also enhance the information-seeking behaviour of students (Abbas et al., 2014; Kuznekoff and Titsworth, 2013).”
BackgroundBolkan, S., & Griffin, D. J. (2016) · Communication Education · doi:10.1080/03634523.2016.1241888 · Cited by 52 · see citing works
“Studies consistently show that distractions tied to off-task technology use in the classroom are linked to detriments in academic performance (Froese et al., 2012; Kuznekoff & Titsworth, 2013; Wood et al., 2012).”
BackgroundInfluentialBanning mobile phones in schools: evidence from regional-level policies in Spain
Beneito, P., & Vicente-Chirivella, Ó. (2022) · Applied Economic Analysis · doi:10.1108/aea-05-2021-0112 · Cited by 49 · see citing works
The Impact of Mobile Phones on English Language Learning: Perceptions of EFL Undergraduates
Nalliveettil, G. M., & Alenazi, T. H. K. (2016) · Journal of Language Teaching and Research · doi:10.17507/jltr.0702.04 · Cited by 47 · see citing works
Virtual Invisibility: Race andCommunication Education
Hendrix, K. G., & Wilson, C. T. (2014) · Communication Education · doi:10.1080/03634523.2014.934852 · Cited by 46 · see citing works
“…learning at the graduate level (Russo & Koesten, 2005), classroom participation (i.e., discussion) across three types of classes (Vess, 2005), and attention and learning in the midst of texting or surfing the web during class time (Kuznekoff & Titsworth, 2013; Wei, Wang, & Klausner, 2012).”
BackgroundMorreale, S. P., Staley, C. C., Stavrositu, C. D., & Krakowiak, M. (2014) · Communication Education · doi:10.1080/03634523.2014.978799 · Cited by 46 · see citing works
“They use cellphones, smartphones, and text messaging frequently all day, despite some of the concerns expressed in our literature review about the negative effects on academic performance (Kuznekoff & Titsworth, 2013; Wang et al., 2012) and on cognitive development (Mullen, 2012).”
BackgroundSantos, I. M., Bocheco, O., & Habak, C. (2017) · Education and Information Technologies · doi:10.1007/s10639-017-9625-y · Cited by 45 · see citing works
“Such disruption is a wide concern expressed by many instructors (Brooks 2016; Kuznekoff and Titsoworth 2013) that may impact their decision to allow devices in the classroom (Graham and Gillies 2016; Thomas and O’Bannon 2013).”
BackgroundConfronting the Challenges of MALL: Distraction, Cheating, and Teacher Readiness
Metruk, R. (2020) · International Journal of Emerging Technologies in Learning (iJET) · doi:10.3991/ijet.v15i02.11325 · Cited by 45 · see citing works
Marzouki, O. F., Idrissi, M. K., & Bennani, S. (2017) · International Journal of Interactive Mobile Technologies (iJIM) · doi:10.3991/ijim.v11i1.5982 · Cited by 42 · see citing works
Vallade, J. I., Kaufmann, R., Frisby, B. N., & Martin, J. C. (2020) · Communication Education · doi:10.1080/03634523.2020.1791351 · Cited by 45 · see citing works
Westerman, D., Daniel, E. S., & Bowman, N. D. (2016) · The Internet and Higher Education · doi:10.1016/j.iheduc.2016.06.004 · Cited by 41 · see citing works
Li, X., & Chan, M. (2021) · Behaviour and Information Technology · doi:10.1080/0144929x.2021.1929489 · Cited by 43 · see citing works
“Most mobile users in China have 56 applications installed on their smartphone (Cao 2019) and thereby leading to more notifications and messages that divide personal attention, distract routines, and increase cognitive overload (Kuznekoff and Titsworth 2013).”
BackgroundIntegrating smartphones in EFL classrooms: students’ satisfaction and perceived learning performance
Zou, C., Li, P., & Jin, L. (2022) · Education and Information Technologies · doi:10.1007/s10639-022-11103-7 · Cited by 45 · see citing works
“…Bohlander, 2012), and posting to a social network site were proved to impair students’ note-taking behav - iors and subsequent performance on exams (Kuznekoff & Titsworth, 2013), both frequency and attention to texting and social media were positively related to class - room distractions (David et…”
BackgroundLedbetter, A. M., & Finn, A. N. (2013) · Communication Education · doi:10.1080/03634523.2013.794386 · Cited by 41 · see citing works
Flanigan, A. E., Brady, A. C., Dai, Y., & Ray, E. (2023) · Educational Psychology Review · doi:10.1007/s10648-023-09780-y · Cited by 39 · see citing works
“Students who misuse their mobile devices record about 30% fewer lecture ideas in their notes than their classmates who do not experience digital distraction (Flanigan & Titsworth, 2020; Kuznekoff & Titsworth, 2013; Kuznekoff et al., 2015).”
BackgroundLedbetter, A. M., & Finn, A. N. (2015) · Communication Education · doi:10.1080/03634523.2015.1064145 · Cited by 40 · see citing works
“Believing that social use of technology can reduce student learning (Kuznekoff & Titsworth, 2013) and harm their grade (Kraushaar & Novak, 2010), students with a low degree of learner empowerment may curtail their use in order to gain at least some understanding of the course material.”
BackgroundInfluentialWombacher, K., Harris, C. J., Buckner, M. M., Frisby, B. N., & Limperos, A. M. (2016) · Communication Education · doi:10.1080/03634523.2016.1221511 · Cited by 38 · see citing works
“…use by students including relationship building (Top, 2012), convenience (Moody, 2004), and higher satisfaction (Kuo, Walker, Belland, & Schroder, 2013), disadvantages such as distractions (Kuznekoff & Titsworth, 2013) and concerns about cheating (Trushell, Byrne, & Simpson, 2012) also exist.”
BackgroundThe effects of mobile applications in cardiopulmonary assessment education
Yoo, I.-Y., & Lee, Y.-M. (2014) · Nurse Education Today · doi:10.1016/j.nedt.2014.12.002 · Cited by 38 · see citing works
“They access the Internet, send or receive text messages, check email, and even video chat with others, quite literally from the palms of their hands (Kuznekoff and Titsworth, 2013).”
BackgroundTatum, N. T., Olson, M. K., & Frey, T. K. (2018) · Communication Education · doi:10.1080/03634523.2017.1417615 · Cited by 37 · see citing works
“Researchers suggest cellular distractions negatively affect student notetaking (Kuznekoff & Titsworth, 2013) and classroom engagement (Campbell, 2006; Johnson, 2013).”
BackgroundEmpirical assessment of mobile device users’ information security behavior towards data breach
Giwah, A. D., Wang, L., Levy, Y. M., & Hur, I. (2019) · Journal of Intellectual Capital · doi:10.1108/jic-03-2019-0063 · Cited by 36 · see citing works
Are your students absent, not absent, or present? Mindfulness and student performance
Chiang, E. P., & Sumell, A. J. (2019) · The Journal of Economic Education · doi:10.1080/00220485.2018.1551096 · Cited by 34 · see citing works
“Kuznekoff and Titsworth (2013) found that students who do not use mobile devices took more notes, better notes, and subsequently earned higher grades.”
BackgroundCell Phones, Student Rights, and School Safety: Finding the Right Balance
Smale, W. T., Hutcheson, R., & Russo, C. J. (2021) · Canadian Journal of Educational Administration and Policy · doi:10.7202/1075672ar · Cited by 33 · see citing works
Demirtepe-Saygılı, D., & Metin-Orta, I. (2020) · Psychological Reports · doi:10.1177/0033294120950299 · Cited by 33 · see citing works
“…and academic grades (Aagaard, 2015; Abramova, et al.,2017; Chen & Yan, 2016; Flanigan & Babchuk, 2015; Foster, 2008; Fried, 2008; Kraushaar & Novak, 2010; Kuznekoff & Titsworth, 2013; Lam & Tong, 2012; Ravizza et al., 2014; Sana et al., 2013; van Der Schuur et al., 2015; Wood et al., 2011).”
BackgroundResultInfluentialDerounian, J. (2017) · Active Learning in Higher Education · doi:10.1177/1469787417745214 · Cited by 32 · see citing works
“Students not using mobile phones in class wrote down 62% more information in notes and scored a full grade and a half higher in a multiple-choice test than students using their mobile phones (Kuznekoff and Titsworth, 2013).”
BackgroundLearning in the smartphone era: Viewpoints and perceptions on both sides of the lectern
Ariel, Y., & Elishar-Malka, V. (2019) · Education and Information Technologies · doi:10.1007/s10639-019-09871-w · Cited by 34 · see citing works
Langan, D., Schott, N. D., Wykes, T. G., Szeto, J. K., Kolpin, S. L., Lopez, C., & Smith, N. (2016) · Technology Pedagogy and Education · doi:10.1080/1475939x.2015.1120684 · Cited by 33 · see citing works
Cellphone addiction explains how cellphones impair learning for lecture materials
Lee, S., McDonough, I. M., Mendoza, J. S., Brasfield, M. B., Enam, T., Reynolds, C., & Pody, B. C. (2021) · Applied Cognitive Psychology · doi:10.1002/acp.3745 · Cited by 31 · see citing works
Curbing Digital Distractions in the Classroom
Seemiller, C. (2017) · Contemporary Educational Technology · doi:10.30935/cedtech/6197 · Cited by 31 · see citing works
“Let students know that research has shown that being distracted by personal devices like phones, laptops, or tablets, may make it more difficult to earn a higher grade (Kuznekoff & Titsworth, 2013; Froese et al., 2012; Duncan, Hoekstra, & Wilcox, 2012).”
BackgroundInfluentialThe role of compulsive texting in adolescents’ academic functioning.
Lister-Landman, K. M., Domoff, S. E., & Dubow, E. F. (2015) · Psychology of Popular Media Culture · doi:10.1037/ppm0000100 · Cited by 32 · see citing works
“As in-class texting increases, the level of detail in students’ notes and their ability to recall specific details from the lecture decreases (Kuznekoff & Titsworth, 2013).”
BackgroundDayour, F., Adongo, C. A., & Agyeiwaah, E. (2020) · Africa Journal of Management · doi:10.1080/23322373.2020.1753495 · Cited by 32 · see citing works
“Mobile devices have, unquestionably, shaped the way people communicate, socialize and do business in recent times (Kuznekoff & Titsworth, 2013).”
BackgroundCommunication technology use and study skills
Thompson, P. (2017) · Active Learning in Higher Education · doi:10.1177/1469787417715204 · Cited by 30 · see citing works
“…the lecture material (Ellis et al., 2010; Froese et al., 2012), and students who used their mobile phones while watching a video lecture took fewer and less detailed notes in addition to earning lower quiz scores than a control group that did not use their phones (Kuznekoff and Titsworth, 2013).”
BackgroundHuey, M., & Giguere, D. (2022) · Innovative Higher Education · doi:10.1007/s10755-022-09638-1 · Cited by 19 · see citing works
“The negative association between cell phone use and course comprehension is consistent with previous studies (see e.g. De Shields & Riley, 2019; Kuznekoff & Titsworth, 2013).”
ResultLedbetter, A. M., & Finn, A. N. (2017) · Communication Education · doi:10.1080/03634523.2017.1385821 · Cited by 27 · see citing works
Interruptions in online training and their effects on learning
Federman, J. E. (2019) · European journal of training and development · doi:10.1108/ejtd-10-2018-0100 · Cited by 29 · see citing works
Attention, mindwandering, and mood
Hobbiss, M. H., Fairnie, J., Jafari, K., & Lavie, N. (2019) · Consciousness and Cognition · doi:10.1016/j.concog.2019.04.007 · Cited by 25 · see citing works
Teacher emotional labor: examining teacher feeling rules in the college classroom
Waldbuesser, C., Rubinsky, V., & Titsworth, S. (2021) · Communication Education · doi:10.1080/03634523.2021.1936097 · Cited by 27 · see citing works
“Previous studies have noted that cell phone usage can decrease student learning in the classroom (Kuznekoff & Titsworth, 2013).”
BackgroundSelf-citationFinn, A. N., & Ledbetter, A. M. (2014) · Communication Education · doi:10.1080/03634523.2014.919009 · Cited by 27 · see citing works
“On the other hand, policies that regulate technology for social reasons may be perceived more favorably by students, perhaps because students do not want technology to interfere with learning (Kuznekoff & Titsworth, 2013; Wei et al., 2012).”
BackgroundAndersen, M. S., & Makransky, G. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.642084 · Cited by 26 · see citing works
“, 2011b), research suggests that multitasking using mobile devices reduce learning (Kuznekoff and Titsworth, 2013; Chen and Yan, 2016).”
BackgroundPISA 2022 Mathematics Framework
OECD (2023) · Programme for international student assessment/Internationale Schulleistungsstudie · doi:10.1787/7ea9ee19-en · Cited by 31 · see citing works
Accounting students access to social media related resources and the risk of tacit social exclusion
Coetzee, S. A., Leith, K., & Schmulian, A. (2019) · Accounting Education · doi:10.1080/09639284.2019.1641116 · Cited by 25 · see citing works
“Social media could be distractive (Bosch, 2009; Ivala & Gachago, 2012; Kuznekoff & Titsworth, 2013; Shirky, 2014) and stifle oral contributions in class (Elavsky, Mislan, & Elavsky, 2011).”
BackgroundCho, V., & Littenberg‐Tobias, J. (2016) · Educational Technology Research and Development · doi:10.1007/s11423-016-9441-x · Cited by 26 · see citing works
“Further, in-class multitasking has been found to hinder academic achievement (Bellur et al. 2015; Kuznekoff and Titsworth 2013).”
BackgroundRestricting mobile phone access during homework increases attainment of study goals
Cutino, C. M., & Nees, M. A. (2016) · Mobile Media & Communication · doi:10.1177/2050157916664558 · Cited by 24 · see citing works
“…access while studying may impair academic performance by decreasing attainment of study goals and complements previous studies regarding the distracting effects of mobile phones in a classroom or homework setting (Fox et al., 2009; Kuznekoff & Titsworth, 2013; McDonald, 2013; Rosen et al., 2013).”
BackgroundThe effectiveness of integrating teaching strategies into IRS activities to facilitate learning
Wang, Y. ‐. (2017) · Journal of Computer Assisted Learning · doi:10.1111/jcal.12164 · Cited by 25 · see citing works
Chen, Q., Yan, Z., Moeyaert, M., & Bangert‐Drowns, R. L. (2024) · Computers in Human Behavior · doi:10.1016/j.chb.2024.108432 · Cited by 29 · see citing works
Stephens, K. K., & Pantoja, G. E. (2016) · Communication Education · doi:10.1080/03634523.2016.1164876 · Cited by 24 · see citing works
“Researchers acknowledge that mobiles can facilitate the learning process (Campbell, 2006; Grinols & Rajesh, 2014; Wei et al., 2012), but mobiles also create many new problems (Kuznekoff & Titsworth, 2013; Sana et al., 2013; Wei et al., 2012).”
BackgroundMultimedia: Different Processes
Elfeky, A. I. M., & Elbyaly, M. Y. H. (2019) · IntechOpen eBooks · doi:10.5772/intechopen.81987 · Cited by 23 · see citing works
“Retrieved from: http:// fmej.mums.ac.ir/article_1524_0.html [55] Kuznekoff J, Titsworth S. The impact of mobile phone usage on student learning.”
BackgroundAllen, M. R., LeFebvre, L., LeFebvre, L. E., & Bourhis, J. (2020) · Southern Communication Journal · doi:10.1080/1041794x.2020.1764613 · Cited by 25 · see citing works
Kaminske, A. N., Brown, A., Aylward, A., & Haller, M. (2022) · European Journal of Educational Research · doi:10.12973/eu-jer.11.3.1487 · Cited by 22 · see citing works
“…student attention and learning is impaired when media multitasking occurs (Boila et al., 2020; Chen & Yan, 2016; End et al., 2010; Glass & Kang, 2019; Kuznekoff & Titsworth, 2013; Lee et al., 2021; Loh et al., 2016; Sumuer, 2021; Tanil & Yong, 2020; Wood et al., 2012; Wilmer et al., 2017; Womack…”
Kao, P. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20043460 · Cited by 25 · see citing works
“In a similar study, Kuznekoff and Titsworth [55] noted that when students used mobile phones in class, they tended to write down and remember less information.”
ResultTeachers and Students Poised to Use Mobile Phones in the Classroom
O’Bannon, B. W., Waters, S., Lubke, J. K., Cady, J., & Rearden, K. T. (2017) · Computers in the Schools · doi:10.1080/07380569.2017.1347454 · Cited by 22 · see citing works
“Students use their mobile phones to communicate through sending/receiving email, text messages, and a variety of social networking sites (Kuznekoff & Titsworth, 2013).”
BackgroundWei, F. F., Wang, Y. K., & Fass, W. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2014.01.019 · Cited by 22 · see citing works
Storm, B. C., & Soares, J. S. (2024) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780190917982.013.82 · Cited by 22 · see citing works
Multitasking and Feeling Good? Autonomy of Additional Activities Predicts Affect
Bachmann, O., Grunschel, C., & Fries, S. (2018) · Journal of Happiness Studies · doi:10.1007/s10902-018-9973-3 · Cited by 21 · see citing works
Individual differences in media multitasking ability: The importance of cognitive flexibility
Seddon, A. L., Law, A. S., Adams, A.-M., & Simmons, F. R. (2021) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2021.100068 · Cited by 21 · see citing works
- Authors
- Kuznekoff, J. H., & Titsworth, S.
- Affiliations
- Ohio University (US)
- Scripps College (US)
- Corresponding author
- Kuznekoff, Jeffrey H.
- Venue
- Communication Education
- Publisher
- Informa UK Limited
- Published
- 2013-02-12
- Volume
- 62
- Issue
- 3
- Pages
- 233-252
- ISSN
- 0363-4523 (ISSN-L)
- 1479-5795
- OpenAlex
- W2150206099
- Cited by
- 417
- References
- 35
- Citations by year
- 2026: 19 · 2025: 34 · 2024: 26 · 2023: 37 · 2022: 39 · 2021: 45 · 2020: 48 · 2019: 37 · 2018: 22 · 2017: 44 · 2016: 24 · 2015: 26 · 2014: 11 · 2013: 4
- FWCI
- 63.24
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Communication Education (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Information Systems › Mobile Learning in Education
- Social Sciences › Education › Innovations in Educational Methods
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Visual and Cognitive Learning Processes
- Keywords
- mobile phone use, student learning, lecture notes, note-taking, distraction, video lectures, memory retrieval, multiple-choice test performance
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