Cell Phone Use, Sleep Quality, Academic Performance, and Psychological Well-Being in Young Adults: A Theoretical Framework
Suresh C Joshi ( Centre for Continuing Education, University of Petroleum and Energy Studies, Knowledge Acres, Kandoli, Dehradun, India 248007. Educational Psychology, Texas A&M University, College Station, TX, USA. )
Abstract
Cell phone use (CPU) impacts the sleep quality, academic performance, and psychological well-being (PWB) of young adults. A strong theoretical framework was warranted to explain these impacts. Also, the theoretical framework was warranted to understand the inter-variable interactions for mentioned variables and their impact on the mental health of young adults. The presented study provides a research-based theoretical framework for CPU-led sleep quality, academic performance, and PWB, which is built on existing developmental theories. The developmental theories are grouped under four overarching theories, which are nested under the bigger umbrella of cognitivism. The framework offers a theoretical explanation for all three CPU-led mechanisms associated with sleep quality, academic performance, and PWB. The Sleep Displacement Theory and Arousal Theory explains CPU-led sleep disruption. The Switch Load Theory and Self-regulated Learning Theory explains CPU multitasking and self-regulated learning behavior. The Six-factor Model of Psychological Well-Being and Maslow's Hierarchy of Psychological Needs explains CPU-led PWB. The presented framework will help explore CPU-led sleep quality, academic performance, and PWB from a theoretical perspective, hence, will help provide theoretical support to the empirical finding relating to these variables. The significance of the theoretical framework in all three domains and the practical implications of the findings to the real world are discussed.
Keywords
Cell phone use; Sleep quality; Sleep displacement; Psychological arousal; Academic performance; Multitasking; Self-regulation; Psychological well-beingFull Text
PDFReferences
Al–Ali, B. M., Patzak, J., Fischereder, K., Pummer, K., & Shamloul, R. (2013). Cell phone usage and men’s erectile dysfunction: A short communication. Central European Journal of Urology, 66(1), 75-77. doi:10.5173/ceju.2013.01.art23
Al-Khamees, N. (2007). A study in Kuwait of health risks associated with using cell phones. College Student Journal, 41(1), 187-203.
Anderson, C. A., Shibuya, A., Ihori, N., Swing, E. L., Bushman, B. J., Sakamoto, A., … Saleem, M. (2010). Violent video game effects on aggression, empathy, and prosocial behavior in Eastern and Western countries: A meta-analytic review. Psychological Bulletin, 136(2), 151-173. doi:10.1037/a0018251
Andrews, F. M., & Withey, S. B. (1976). Americans’ well-being: Life-as-a-whole. Social Indicators of Well-Being, 309-335. doi:10.1007/978-1-4684-2253-5_10
Americans’ views on mobile etiquette. (2015). Retrieved from http://www.pewinternet.org/2015/08/26/americans-views-on-mobile-etiquette/
Bandura, A. (1991). Social cognitive theory of self-regulation. Organizational Behavior and Human Decision Processes, 50(2), 248-287. doi:10.1016/0749-5978(91)90022-l
Beal, V. (2008). The difference between a cellular phone, smartphone, and PDA. Retrieved from https://www.webopedia.com/DidYouKnow/Hardware_Software/smartphone_cellphone_pda.asp
Berry, M. J., & Westfall, A. (2015). Dial D for distraction: The making and breaking of cell phone policies in the college classroom. College Teaching, 63(2), 62–71. doi:10.1080/87567555.2015.1005040
Bjornsen, C. A., & Archer, K. J. (2015). Relations between college students’ cell phone use during class and grades. Scholarship of Teaching and Learning in Psychology, 1(4), 326–336. doi:10.1037/stl0000045
Blasiman, R. N., Larabee, D., & Fabry, D. (2018). Distracted students: A comparison of multiple types of distractions on learning in online lectures. Scholarship of Teaching and Learning in Psychology, 4(4), 222–230. https://doi.org/10.1037/stl0000122
Blask, D. E., Sauer, L. A., Dauchy, R. T., Holowachuk, E. W., & Ruhoff, M. S. (1999). New insights into melatonin regulation of cancer growth. Advances in Experimental Medicine and Biology, 337-343. doi:10.1007/0-306-46814-x_38
Braguglia, K. H. (2011). Cellular telephone use: A survey of college business students. Journal of College Teaching & Learning (TLC), 5(4). doi:10.19030/tlc.v5i4.1279
Brainard, G. C., Hanifin, J. P., Rollag, M. D., Greeson, J., Byrne, B., Glickman, G., … Sanford, B. (2001). Human melatonin regulation is not mediated by the three cone photopic visual system. The Journal of Clinical Endocrinology & Metabolism, 86(1), 433-436. doi:10.1210/jcem.86.1.7277
Brown, J. D., L'Engle, K. L., Pardun, C. J., Guo, G., Kenneavy, K., & Jackson, C. (2006). Sexy media matter: Exposure to sexual content in music, movies, television, and magazines predicts black and white adolescents' sexual behavior. Pediatrics, 117(4), 1018-1027. doi:10.1542/peds.2005-1406
Brown, S. L., Nesse, R. M., Vinokur, A. D., & Smith, D. M. (2003). Providing support may be more beneficial than receiving it: Results from a prospective study of mortality. Psychological Science, 14, 320–327. doi:10.1111/1467-9280.14461.
Cain, N., & Gradisar, M. (2010). Electronic media use and sleep in school-aged children and adolescents: A review. Sleep Medicine, 11(8), 735-742. doi:10.1016/j.sleep.2010.02.006
Cajochen, C., Münch, M., Kobialka, S., Kräuchi, K., Steiner, R., Oelhafen, P., … Wirz-Justice, A. (2005). High sensitivity of human melatonin, alertness, thermoregulation and heart rate to short wavelength light. The Journal of Clinical Endocrinology & Metabolism, 90(3), 1311-1316. doi:10.1210/jc.2004-0957
Cajochen, C., Jud, C., Münch, M., Kobialka, S., Wirz-Justice, A., & Albrecht, U. (2006). Evening exposure to blue light stimulates the expression of the clock gene PER2 in humans. European Journal of Neuroscience, 23(4), 1082-1086. doi:10.1111/j.1460-9568.2006.04613.x
Chan, M. (2013). Mobile phones and the good life: Examining the relationships among mobile use, social capital and subjective well-being. New Media & Society, 17(1), 96-113. doi:10.1177/1461444813516836
Chellappa, S. L., Steiner, R., Oelhafen, P., Lang, D., Götz, T., Krebs, J., & Cajochen, C. (2013). Acute exposure to evening blue-enriched light impacts on human sleep. Journal of Sleep Research, 22(5), 573-580. doi:10.1111/jsr.12050
Chen, H., & Li, X. (2017). The contribution of mobile social media to social capital and psychological well-being: Examining the role of communicative use, friending and self-disclosure. Computers in Human Behavior, 75, 958-965. doi:10.1016/j.chb.2017.06.011
Clayton, R. B., Leshner, G., & Almond, A. (2015). The extended iSelf: The impact of iPhone separation on cognition, emotion, and physiology. Journal of Computer-Mediated Communication, 20(2), 119-135. doi:10.1111/jcc4.12109
College enrollment statistics and student demographic statistics. (2019, June 7). Retrieved from https://educationdata.org/college-enrollment-statistics/
Csikszentmihalyi, M. (1990). Flow: The psychology of optimal experience. New York: Harper & Row.
Demirci, K., Akgönül, M., & Akpinar, A. (2015). Relationship of smartphone use severity with sleep quality, depression, and anxiety in university students. Journal of Behavioral Addictions, 4(2), 85-92. doi:10.1556/2006.4.2015.010
Demographics of mobile device ownership and adoption in the United States. (2021, April 7). Pew Research Center: Internet, Science & Tech. Retrieved May 3, 2021, from https://www.pewresearch.org/internet/fact-sheet/mobile/
Demographics of internet and home broadband usage in the United States. (2018, February 5). Retrieved from https://www.pewinternet.org/fact-sheet/internet-broadband/
De-Sola Gutiérrez, J., Rodríguez de Fonseca, F., & Rubio, G. (2016). Cell-phone addiction: A review. Frontiers in Psychiatry, 7. doi:10.3389/fpsyt.2016.00175
Diener, E. (1984). Subjective well-being. Psychological Bulletin, 95, 542-575.
Diener, E. D., Emmons, R. A., Larsen, R. J, & Griffin, S. (1985). The satisfaction of life scale. Journal of Personality Assessment, 49(1), 71-75.
Diener, E., Wirtz, D., Tov, W., Kim-Prieto, C., Choi, D., Oishi, S., & Biswas-Diener, R. (2009a). New well-being measures: Short scales to assess flourishing and positive and negative feelings. Social Indicators Research, 97(2), 143-156. doi:10.1007/s11205-009-9493-y
Diener E, Wirtz D, Biswas-Diener R, Tov, W., Kim-Prieto, C., Choi, D., & Oishi, S. (2009b). New measures of well-being. In: Diener E (ed.) Assessing Well-Being: The Collected Works of Ed Diener. Champaign, IL: Springer, pp. 247–266.
Dill, K. E., Gentile, D. A., Richter, W. A., & Dill, J. C. (2005). Violence, sex, race, and age in popular video games: A content analysis. In: Cole, E., Henderson, D.J. (Eds.). American Psychological Association, Washington, DC. Featuring females: Feminist analyses of media, 115-130. doi:10.1037/11213-008
Dowdell, E. B., & Clayton, B. Q. (2018). Interrupted sleep: College students sleeping with technology. Journal of American College Health, 1-7. doi:10.1080/07448481.2018.1499655
Dunn, E., Aknin, L. B., & Norton, M. I. (2008). Spending money on others promotes happiness. Science, 319, 1687–1688. doi:10.1126/science.1150952.
Dworak, M., Schierl, T., Bruns, T., & Struder, H. K. (2007). Impact of singular excessive computer game and television exposure on sleep patterns and memory performance of school-aged children. Pediatrics, 120(5), 978-985. doi:10.1542/peds.2007-0476
Elder, A. D. (2013). College students’ cell phone use, beliefs, and effects on their learning. College Student Journal, 47(4), 585–592.
Exelmans, L., & Van den Bulck, J. (2016). Bedtime mobile phone use and sleep in adults. Social Science & Medicine, 148, 93-101. doi:10.1016/j.socscimed.2015.11.037
Eyvazlou, M., Zarei, E., Rahimi, A., & Abazari, M. (2016). Association between overuse of mobile phones on quality of sleep and general health among occupational health and safety students. Chronobiology International, 33(3), 293-300. doi:10.3109/07420528.2015.1135933
Felisoni, D. D., & Godoi, A. S. (2018). Cell phone usage and academic performance: An experiment. Computers & Education, 117, 175-187. doi:10.1016/j.compedu.2017.10.006
Fernandez, S. (2018). University student’s perspectives on using cell phones in classrooms - Are they dialing up disaster? The Turkish Online Journal of Educational Technology, 17(1), 246-258.
Fleschler Peskin, M., Markham, C. M., Addy, R. C., Shegog, R., Thiel, M., & Tortolero, S. R. (2013). Prevalence and Patterns of Sexting Among Ethnic Minority Urban High School Students. Cyberpsychology, Behavior, and Social Networking, 16(6), 454-459. doi:10.1089/cyber.2012.0452
For most smartphone users, it’s a ‘round-the-clock’ connection. (2017). Retrieved from https://www.reportlinker.com/insight/smartphone-connection.html
Froese, A. D., Carpenter, C. N., Inman, D. A., Schooley, J. R., Barnes, R. B., Brecht P. W., & Chacon, J. D. (2012). Effects of classroom cell phone use on expected and actual learning. College Student Journal, 46(2), 323–332.
Gingerich, A. C., & Lineweaver, T. T. (2014). OMG! Texting in class = U Fail :( empirical evidence that text messaging during class disrupts comprehension. Teaching of Psychology, 41(1), 44–51. doi:10.1177/0098628313514177
Han, S., & Yi, Y. J. (2018). How does the smartphone usage of college students affect academic performance? Journal of Computer Assisted Learning, 35(1), 13-22. doi:10.1111/jcal.12306
Harada, T., Morikuni, M., Yoshi, S., Yamashita, Y., and Takeuchi H. (2002). Usage of mobile phone in the evening or at night makes Japanese students evening-typed and night sleep uncomfortable. Sleep and Hypnosis, 4(4), 149-153.
Harada, T., Tanoue, A., & Takeuchi, H. (2006). Epidemiological studies on dreams, sleep habits and mental symptoms in students aged 18-25 years and the 24 hour a day commercialization of Japanese society (1). Sleep and Biological Rhythms, 4(3), 274-281. doi:10.1111/j.1479-8425.2006.00232.x
Hitlin, P. (2020, May 30). Use of internet, social media, digital devices plateau in US. Pew Research Center. Retrieved May 3, 2021, from https://www.pewresearch.org/fact-tank/2018/09/28/internet-social-media-use-and-device-ownership-in-u-s-have-plateaued-after-years-of-growth/
Hoffner, C. A., & Lee, S. (2015). Mobile phone use, emotion regulation, and well-being. Cyberpsychology, Behavior, and Social Networking, 18(7), 411-416. doi:10.1089/cyber.2014.0487
Hong, F., Chiu, S., & Huang, D. (2012). A model of the relationship between psychological characteristics, mobile phone addiction and use of mobile phones by Taiwanese university female students. Computers in Human Behavior, 28(6), 2152-2159. doi:10.1016/j.chb.2012.06.020
Hysing, M., Pallesen, S., Stormark, K. M., Jakobsen, R., Lundervold, A. J., & Sivertsen, B. (2015). Sleep and use of electronic devices in adolescence: results from a large population-based study. BMJ Open, 5(1), e006748-e006748. doi:10.1136/bmjopen-2014-006748
ITU World telecommunication/ICT indicators database. (2018). Global ICT developments, 2001–2018. Retrieved from http://www.itu.int/en/ITU-D/Statistics/Pages/stat/default.aspx
Jacobsen, W. C., & Forste, R. (2011). The wired generation: Academic and social outcomes of electronic media use among university students. Cyberpsychology, Behavior, and Social Networking, 14(5), 275–280.
Joshi, S. C., Woodward, J, & Woltering, S. (2022). Cell phone use distracts young adults from academic work with limited benefit to self-regulatory behavior. Current Psychology. https://doi.org/10.1007/s12144-022-03830-4
Joshi, S. C. (2022). Sleep latency and sleep disturbances mediates the association between nighttime cell phone use and psychological well-being in college students. Sleep and Biological Rhythms, 20, 431-443. https://doi.org/10.1007/s41105-022-00388-3
Joshi, S. C., Woodward, J, & Woltering, S. (2021). Nighttime cell phone use and sleep quality in young adults. Sleep and Biological Rhythms, 20 (1), 97-106. https://doi.org/10.1007/s41105-021-00345-6
Joshi, S. C., Woltering, S., & Woodward, J. (2023). Cell phone social media use and psychological well-being in young adults: Implications for internet-related disorders. International Journal of Environmental Research and Public Health, 20(2), 1197. https://doi.org/10.3390/ijerph20021197
Junco, R., & Cotten, S. R. (2012). No A 4 U: The relationship between multitasking and academic performance. Computers & Education, 59(2), 505-514. doi:10.1016/j.compedu.2011.12.023
King, D. L., Gradisar, M., Drummond, A., Lovato, N., Wessel, J., Micic, G., … Delfabbro, P. (2013). The impact of prolonged violent videogaming on adolescent sleep: An experimental study. Journal of Sleep Research, 22, 137–143.
King, A. L. S., Valença, A. M., Silva, A. C., Sancassiani, F., Machado, S., & Nardi, A. E. (2014). “Nomophobia”: Impact of cell phone use interfering with symptoms and emotions of individuals with panic disorder compared with a control group. Clinical Practice and Epidemiology in Mental Health, 10(1), 28–35. doi:10.2174/1745017901410010028
Kubey, R. W. (1986). Television use in everyday life: Coping with unstructured time. Journal of Communication, 36(3), 108-123. doi:10.1111/j.1460-2466.1986.tb01441.x
Kumcagiz, H., & Gunduz, Y. (2016). Relationship between psychological well-being and smartphone addiction of university students. International Journal of Higher Education, 5(4). doi:10.5430/ijhe.v5n4p144
Kwon, M., Lee, J., Won, W., Park, J., Min, J., Hahn, C., … Kim, D. (2013). Development and validation of a smartphone addiction scale (SAS). PLoS ONE, 8(2), e56936. doi:10.1371/journal.pone.0056936
Kwon, M., Kim, D., Cho, H., & Yang, S. (2013). The smartphone addiction scale: Development and validation of a short version for adolescents. PLoS ONE, 8(12), e83558. doi:10.1371/journal.pone.0083558
Lawson, D., & Henderson, B. B. (2015). The costs of texting in the classroom. College Teaching, 63(3), 119–124. doi:10.1080/87567555.2015.1019826
Lepp, A., Barkley, J. E., & Karpinski, A. C. (2015). The relationship between cell phone use and academic performance in a sample of U.S. college students. SAGE Open, 5(1), 215824401557316. doi:10.1177/2158244015573169
Li, J., Lepp, A., & Barkley, J. E. (2015). Locus of control and cell phone use: Implications for sleep quality, academic performance, and subjective well-being. Computers in Human Behavior, 52, 450-457. doi:10.1016/j.chb.2015.06.021
Lin, C., Griffiths, M. D., & Pakpour, A. H. (2018). Psychometric evaluation of Persian Nomophobia questionnaire: Differential item functioning and measurement invariance across gender. Journal of Behavioral Addictions, 7(1), 100-108. doi:10.1556/2006.7.2018.11
Lopez-Fernandez, O., Kuss, D. J., Romo, L., Morvan, Y., Kern, L., Graziani, P., … Billieux, J. (2017). Self-reported dependence on mobile phones in young adults: A European cross-cultural empirical survey. Journal of Behavioral Addictions, 6(2), 168-177. doi:10.1556/2006.6.2017.020
Lombardo, C. (2015). 18 Essential pros and cons of cell phones. Retrieved from https://greengarageblog.org/18-essential-pros-and-cons-of-cell-phones
Mail Online. (2008). Nomophobia is the fear of being out of mobile phone contact - and it's the plague of our 24/7 age. Retrieved from
http://www.dailymail.co.uk/news/article-550610/Nomophobia-fear-mobile-phonecontact--Plague-24-7-age.html
Maquet, P., Laureys, S., Peigneux, P., Fuchs, S., Petiau, C., Phillips, C., … Cleeremans, A. (2000). Experience-dependent changes in cerebral activation during human REM sleep. Nature Neuroscience, 3(8), 831-836. doi:10.1038/77744
Margolis, S., & Lyubomirsky, S. (2018). Cognitive outlooks and well-being. In E. Diener, S. Oishi, & L. Tay (Eds.), Handbook of well-being. Salt Lake City, UT: DEF Publishers. DOI:nobascholar.com
Maslow, A. H. (1987). Motivation and personality (3rd ed.). Delhi, India: Pearson Education.
Maslow's Hierarchy of Needs. (2018). Retrieved from https://www.simplypsychology.org/maslow.html
Matar Boumosleh, J., & Jaalouk, D. (2017). Depression, anxiety, and smartphone addiction in university students- A cross sectional study. PLOS ONE, 12(8), e0182239. doi:10.1371/journal.pone.0182239
McDaniel, B. T., & Drouin, M. (2019). Daily technology interruptions and emotional and relational well-being. Computers in Human Behavior, 99, 1-8. https://doi.org/10.1016/j.chb.2019.04.027
Melton, B. F., Bigham, L. E., Bland, H. W., Bird, M., & Fairman, C. (2014). Health-related Behaviors and Technology Usage among College Students. American Journal of Health Behavior, 38(4), 510-518. doi:10.5993/ajhb.38.4.4
Mendoza, J. S., Pody, B. C., Lee, S., Kim, M., & McDonough, I. M. (2018). The effect of cellphones on attention and learning: The influences of time, distraction, and nomophobia. Computers in Human Behavior, 86, 52-60. doi:10.1016/j.chb.2018.04.027
Meng, J., Wang, F., Chen, R., Hua, H., Yang, Q., Yang, D., Wang, N., Li, X., Ma, F., Huang, L., Zou, Z., Li, M., Wang, T., Luo, Y., Li, Y., & Liu, Y. (2021). Association between the pattern of mobile phone use and sleep quality in Northeast China college students. Sleep and Breathing, 25(4), 2259-2267. https://doi.org/10.1007/s11325-021-02295-2
Moulin, K. L., & Chung, C. (2017). Technology trumping sleep: Impact of electronic media and sleep in late adolescent students. Journal of Education and Learning, 6(1), 294. doi:10.5539/jel.v6n1p294
Murdock, K. K., Gorman, S., & Robbins, M. (2015). Co-rumination via cellphone moderates the association of perceived interpersonal stress and psychosocial well-being in emerging adults. Journal of Adolescence, 38, 27-37. https://doi.org/10.1016/j.adolescence.2014.10.010
Murdock, K. K., Horissian, M., & Crichlow-Ball, C. (2017). Emerging adults’ text message use and sleep characteristics: A multimethod, naturalistic study. Behavioral Sleep Medicine, 15(3), 228-241. doi:10.1080/15402002.2015.1120203
Ormrod, J. E. (2016). Human Learning (7th ed.). New York, NY: Pearson.
Oswald, I. (1980). Sleep as a Restorative Process: Human Clues. Progress in Brain Research, 53, 279-288.
Park, N., & Lee, H. (2012). Social implications of smartphone use: Korean college students' smartphone use and psychological well-being. Cyberpsychology, Behavior, and Social Networking, 15(9), 491-497. doi:10.1089/cyber.2011.0580
Patterson, M. C. (2016). A naturalistic investigation of media multitasking while studying and the effects on exam performance. Teaching of Psychology, 44(1), 51-57. doi:10.1177/0098628316677913
Perrin, A., & Jiang, J. (2018). A quarter of Americans are online almost constantly. Retrieved from http://www.pewresearch.org/fact-tank/2018/03/14/about-a-quarter-of-americans-report-going-online-almost-constantly/
Peterson, C., & Seligman, M. E. P. (2004). Character strengths and virtues. Oxford: Oxford University Press.
Pettijohn, T. F., Frazier, E., Rieser, E., Vaughn, N., & Hupp-Wilds, B. (2015). Classroom texting in college students. College Student Journal, 49(4), 513–516.
PEW Research Center, Internet & Technology: Mobile fact sheet. (2018). Retrieved from http://www.pewinternet.org/fact-sheet/mobile/
PEW Research Center, Internet & Technology: U.S. smartphone use in 2015. (2015, March 31). Retrieved from https://www.pewinternet.org/2015/04/01/us-smartphone-use-in-2015/pi_2015-04-01_smartphones_03/
PEW Research, Internet & Technology; Americans and their cell phones. (2011). Retrieved from http://www.pewinternet.org/2011/08/15/americans-and-their-cell-phones/
Redner, R., Lang, L. M., & Brandt, K. P. (2019). Evaluation of an electronics intervention on electronics use in a college classroom. Behavior Analysis: Research and Practice. doi:10.1037/bar0000158
Rosen, L. D., Carrier, M., & Cheever, N. A. (2013). Facebook and texting made me do it: Media-induced task-switching while studying. Computers in Human Behavior, 29, 948–958.
Rubinstein, J. S., Meyer, D. E., & Evans, J. E. (2001). Executive control of cognitive processes in task switching. Journal of Experimental Psychology: Human Perception and Performance, 27(4), 763-797.
Ryff, C. D. (1989). Happiness is everything, or is it? Explorations on the meaning of psychological well-being. Journal of Personality and Social Psychology, 57, 1069–1081.
LaMotte, S. (2017). Smartphone addiction could be changing your brain. Retrieved from https://www.cnn.com/2017/11/30/health/smartphone-addiction-study/index.html
Sapci, O., Elhai, J. D., Amialchuk, A., & Montag, C. (2021). The relationship between smartphone use and students` academic performance. Learning and Individual Differences, 89, 102035. https://doi.org/10.1016/j.lindif.2021.102035
SecurEnvoy. (2012). 66% of the population suffer from Nomophobia the fear of being
without their phone. Retrieved from http://www.securenvoy.com/blog/2012/02/16/66-of-the-population-suffer-fromnomophobia-the-fear-of-being-without-their-phone/
Sleep disorders - Latest research and news | Nature. (2018). Retrieved from https://www.nature.com/subjects/sleep-disorders
Słojewski, M. (2013). Cell phones give more benefits than risks, but... Central European Journal of Urology, 65, 54-55. doi:10.5173/ceju.2013.01.art17
Sohn, S. Y., Krasnoff, L., Rees, P., Kalk, N. J., & Carter, B. (2021). The association between smartphone addiction and sleep: A UK cross-sectional study of young adults. Frontiers in Psychiatry, 12. https://doi.org/10.3389/fpsyt.2021.629407
Tao, S., Wu, X., Zhang, Y., Zhang, S., Tong, S., & Tao, F. (2017). Effects of sleep quality on the association between problematic mobile phone use and mental health symptoms in chinese college students. International Journal of Environmental Research and Public Health, 14(2), 185. doi:10.3390/ijerph14020185
The Internet World Stats. (2016). Mobile internet – mobile phones and smart mobile phones. Retrieved from http://www.internetworldstats.com/mobile.htm
Thomée, S., Eklöf, M., Gustafsson, E., Nilsson, R., & Hagberg, M. (2007). Prevalence of perceived stress, symptoms of depression and sleep disturbances in relation to information and communication technology (ICT) use among young adults – an explorative prospective study. Computers in Human Behavior, 23(3), 1300-1321. doi:10.1016/j.chb.2004.12.007
Thomée, S., Dellve, L., Härenstam, A., & Hagberg, M. (2010). Perceived connections between information and communication technology use and mental symptoms among young adults - a qualitative study. BMC Public Health, 10(1). doi:10.1186/1471-2458-10-66
Tindell, D. R., & Bohlander, R. W. (2012). The use and abuse of cell phones and text messaging in the classroom: A survey of college students. College Teaching, 60(1), 1–9. doi:10.1080/87567555.2011.604802
Tosini, G., Ferguson, I, & Tsubota, K. (2016). Effects of blue light on the circadian system and eye psychology. Molecular Vision, 22, 61-72.
Tossell, C. C., Kortum, P., Shepard, C., Rahmati, A., & Zhong, L. (2015). You can lead a horse to water but you cannot make him learn: Smartphone use in higher education. British Journal of Educational Technology, 46(4), 713–724. doi:10.1111/bjet.12176
Towne, S. D., Ory, M. G., Smith, M. L., Peres, S. C., Pickens, A. W., Mehta, R. K., & Benden, M. (2017). Accessing physical activity among young adults attending a university: the role of sex, race/ethnicity, technology use, and sleep. BMC Public Health, 17(1). doi:10.1186/s12889-017-4757-y
Troll, E. S., Friese, M., & Loschelder, D. D. (2021). How students’ self-control and smartphone-use explain their academic performance. Computers in Human
Behavior, 117, 106624. https://doi.org/10.1016/j.chb.2020.106624
U.S. smartphone users statistics in 2017: a 'Round-the-Clock' connection. (2017). Retrieved from https://www.reportlinker.com/insight/smartphone-connection.html
Van den Bulck, J. (2004). Television viewing, computer game playing, and Internet use and self-reported time to bed and time out of bed in secondary-school children. Sleep, 27(1), 101-104. doi:10.1093/sleep/27.1.101
Van der Molen, J. H., & Bushman, B. J. (2008). Children's Direct Fright and Worry Reactions to Violence in Fiction and News Television Programs. The Journal of Pediatrics, 153(3), 420-424. doi:10.1016/j.jpeds.2008.03.036
Volkmer, S. A., & Lermer, E. (2019). Unhappy and addicted to your phone?—Higher mobile phone use is associated with lower well-being. Computers in Human Behavior, 93, 210–218. https://doi.org/10.1016/j.chb.2018.12.015
Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes Cambridge, Mass.: Harvard University Press.
Wade, J. (2017). The advantages of teenagers having mobile phones. Retrieved from https://howtoadult.com/the-advantages-of-teenagers-having-mobile-phones-12944089.html
Weaver, E., Gradisar, M., Dohnt, H., Lovato, N., & Douglas, P. (2010). The effect of presleep video-game playing on adolescent sleep. Journal of Clinical Sleep Medicine, 6(2), 184–189.
Which generation is most distracted by their phones? (2016). Retrieved from https://priceonomics.com/which-generation-is-most-distracted-by-their/
Wood, J. (2018). College students in study spend 8 to 10 hours daily on cell phone. Retrieved from https://psychcentral.com/news/2014/08/31/new-study-finds-cell-phone-addiction-increasingly-realistic-possibility/74312.html
Wood, B., Rea, M. S., Plitnick, B., & Figueiro, M. G. (2013). Light level and duration of exposure determine the impact of self-luminous tablets on melatonin suppression. Applied Ergonomics, 44(2), 237-240. doi:10.1016/j.apergo.2012.07.008
Xu, F., Adams, S. K., Cohen, S. A., Earp, J. E., & Greaney, M. L. (2019). Relationship between physical activity, screen time, and sleep quantity and quality in US adolescents aged 16–19. International Journal of Environmental Research and Public Health, 16(9), 1524. doi:10.3390/ijerph16091524
Ya'u, L., & Idris, B. (2015). Theory of planned behaviour and the use of cell/mobile phone in the classroom. International Research Journal of Electronics and Computer Engineering, 1(1), 1. doi:10.24178/irjece.2015.1.1.01
Zarghami, M., Khalilian, A., Setareh, J., & Salehpour, G. (2015). The impact of using cell phones after light-out on sleep quality, headache, tiredness, and distractibility among students of a university in north of Iran. Iranian Journal of Psychiatry and Behavioral Sciences, 9(4). doi:10.17795/ijpbs-2010
Zimmerman, B. J. (1986). Becoming a self-regulated learner: which are the key subprocesses?. Contemporary Educational Psychology, 11, 307–313. doi: 10.1016/0361-476x(86)90027-5
Zimmerman, B. J., & Martinez-Pons, M. (1986). Development of a structured interview for assessing student use of self-regulated learning strategies. American Educational Research Journal, 23, 614 - 628.
Zimmerman, B. J. (1989). A social cognitive view of self-regulated academic learning. Journal of Educational Psychology, 81, 329–339. doi: 10.1037/0022-0663.81.3.329
Zimmerman, B. J. (2000). “Attaining self-regulation: a social cognitive perspective,” in Handbook of Self-Regulation, eds M. Boekaerts, P. R. Pintrich, and M. Zeidner (San Diego, CA: Academic Press), 13–40. doi: 10.1016/b978-012109890-2/50031-7
Zimmerman, B. J., & Moylan, A. R. (2009). “Self-regulation: where metacognition and motivation intersect,” in Handbook of Metacognition in Education, eds D. J. Hacker, J. Dunlosky, and A. C. Graesser (New York, NY: Routledge), 299–315.
Copyright © 2023 Suresh C Joshi Publishing time:2023-10-16
This work is licensed under a Creative Commons Attribution 4.0 International License