The impact of nomophobia and smartphone presence on fluid intelligence and attention

Vol.16,No.1(2022)

Abstract

Nomophobia and even simply the presence of smartphones has an impact on attention and performance, likely through the cognitive mechanism of reduced working memory capacity. When a smartphone, a personally relevant stimulus, is present, working memory capacity is utilized leading to a reduction in the ability to inhibit responses and therefore difficulty with complex attentional tasks. With the increase in smartphone ownership, especially among young adults in developing nations and their proliferation in undergraduate classrooms, it becomes important to understand their cognitive impact in this demographic of users. Therefore, this study evaluated the impact of the presence of undergraduate students’ smartphones on their performance on a non-verbal reasoning task, as well as a series of simple to complex attentional tasks. A total of 154 Pakistani undergraduate students participated in this study. Results demonstrated that the presence or absence of the students’ smartphones did not affect fluid non-verbal intelligence or simple attentional tasks. However, the level of fear of being without their smartphone was correlated with non-verbal fluid intelligence and simple attention. Importantly, when the students’ smartphones were present, they experienced difficulty with a more complex attentional task, regardless of the level of nomophobia. Given the need for fluid reasoning and the complex nature of most material covered within the undergraduate classroom context, this finding indicates a need for education about the detrimental nature of smartphone presence on complex attention, as well as the relationship between nomophobia and fluid reasoning and attention. Implications also include a need for institutional policies clarifying appropriate use of smartphones in the classroom.


Keywords:
smartphones, nomophobia, cognition, educational psychology, fluid intelligence, attention, inhibition
Author biographies

Elizabeth Schwaiger

Department of Psychology, Forman Christian College, Lahore, Pakistan

Elizabeth Schwaiger has been an Assistant Professor in the Department of Psychology at Forman Christian College (a Chartered University) since 2016. She established one of the first Cognitive Psychology Research Labs in Pakistan in 2018. This was one of the first projects of the lab. She teaches both graduate and undergraduate courses, as well as supervises research. This is the corresponding author for the article (elizabethschwaiger@fccollege.edu.pk).

Rameen Tahir

Department of Psychology, Forman Christian College, Lahore, Pakistan

Rameen Tahir has an undergraduate degree in Psychology from FCCU, Lahore, where she also worked as a Research Assistant for three years. She developed a keen interest in research, through which she aims to explore diverse areas that would enhance understanding of complex structures such as human relationships and emotions.

References

Aguilera-Manrique, G., Márquez-Hernández, V. V., Alcaraz-Córdoba, T., Granados-Gámez, G., Gutiérrez-Puertas, V., & Gutiérrez-Puertas, L. (2018). The relationship between nomophobia and the distraction associated with smartphone use among nursing students in their clinical practicum. PLoS One, 13(8), Article e0202953. https://doi.org/10.1371/journal.pone.0202953

Ajman, K., Sharma, P., & Manu. (2015). A descriptive study to assess the risk of developing nomophobia among students of selected nursing colleges Ludhiana, Punjab. International Journal of Psychiatric Nursing, 1(2), 1–6. http://dx.doi.org/10.5958/2395-180X.2015.00051.1

Al-Khlaiwi, T. M., Habib, S. S., Meo, S. A., Alqhtani, M. S., & Ogailan, A. A. (2020). The association of smart mobile phone usage with cognitive function impairment in Saudi adult population. Pakistan Journal of Medical Sciences, 36(7), 1628–1633. https://doi.org/10.12669/pjms.36.7.2826

Arpaci, I. (2019). Culture and nomophobia: The role of vertical versus horizontal collectivism in predicting nomophobia. Information Development, 35(1), 96–106. https://doi.org/10.1177/0266666917730119

Arpaci, I., Baloğlu, M., Kozan, H. İ. Ö., & Kesici, Ş. (2017). Individual differences in the relationship between attachment and nomophobia among college students: The mediating role of mindfulness. Journal of Medical Internet Research, 19(12), Article e404. https://doi.org/10.2196/jmir.8847

Ayar, D., Gerçeker, G. Ö., Özdemir, E. Z., & Bektaş, M. (2018). The effect of problematic internet use, social appearance anxiety, and social media use on nursing students' nomophobia levels. Computers Informatics Nursing, 36(12) 589–595. http://dx.doi.org/10.1097/CIN.0000000000000458

Baddeley, A. (2003). Working memory: Looking back and looking forward. Nature Reviews Neuroscience, 4(10), 829–839. https://doi.org/10.1038/nrn1201

Bargh, J. A. (1982). Attention and automaticity in the processing of self-relevant information. Journal of Personality and Social Psychology, 43(3), 425–436. https://doi.org/10.1037/0022-3514.43.3.425

Bhatt, C. R., Benke, G., Smith, C. L., Redmayne, M., Dimitriadis, C., Dalecki, A., Macleod, S., Sim, M. R., Croft, R. J., Wolfe, R., Kaufman, J., & Abramson, M. J. (2017). Use of mobile and cordless phones and change in cognitive function: A prospective cohort analysis of Australian primary school children. Environmental Health, 16(1), Article 62. http://dx.doi.org/10.1186/s12940-017-0250-4

Bülbüloğlu, S., Özdemir, A., Kapıkıran, G., & Sarıtaş, S. (2020). The effect of nomophobic behavior of nurses working at surgical clinics on time management and psychological well-being. Journal of Substance Use, 25(3), 318–323. https://doi.org/10.1080/14659891.2019.1692926

Cain, M. S., Leonard, J. A., Gabrieli, J. D. E., & Finn, A. S. (2016). Media multitasking in adolescence. Psychonomic Bulletin & Review, 23(6), 1932–1941. https://doi.org/10.3758/s13423-016-1036-3

Cattell, R. B. (1963). Theory of fluid and crystallized intelligence: A critical experiment. Journal of Educational Psychology, 54(1), 1–22. https://doi.org/10.1037/h0046743

Cha, S.-S., & Seo, B.-K. (2018). Smartphone use and smartphone addiction in middle school students in Korea: Prevalence, social networking service, and game use. Health Psychology Open, 5(1), 1–15. https://doi.org/10.1177/2055102918755046

Chang, F.-C., Chiu, C.-H., Chen, P.-H., Chiang, J.-T., Miao, N.-F., Chuang, H.-Y., & Liu, S. (2019). Children's use of mobile devices, smartphone addiction and parental mediation in Taiwan. Computers in Human Behavior, 93, 25–32. https://doi.org/10.1016/j.chb.2018.11.048

Cheever, N. A., Rosen, L. D., Carrier, L. M., & Chavez, A. (2014). Out of sight is not out of mind: The impact of restricting wireless mobile device use on anxiety levels among low, moderate and high users. Computers in Human Behavior, 37, 290–297. https://doi.org/10.1016/j.chb.2014.05.002

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. https://doi.org/10.1111/jcc4.12109

Deb, A. (2014). Phantom vibration and phantom ringing among mobile phone users: A systematic review of literature. Asia-Pacific Psychiatry, 7(3), 231–239. https://doi.org/10.1111/appy.12164

Van Deursen, A. J. A. M., Bolle, C. L., Hegner, S. M., & Kommers, P. A. M. (2015). Modeling habitual and addictive smartphone behavior: The role of smartphone usage types, emotional intelligence, social stress, self-regulation, age, and gender. Computers in Human Behavior, 45, 411–420. https://doi.org/10.1016/j.chb.2014.12.039

DataReportal. (2020, February 18). Digital 2020: Pakistan. https://datareportal.com/reports/digital-2020-pakistan

Durak, H. Y. (2018). What would you do without your smartphone? Adolescents’ social media usage, locus of control, and loneliness as a predictor of nomophobia. Addicta: The Turkish Journal on Addictions, 5(3), 543–557. http://dx.doi.org/10.15805/addicta.2018.5.2.0025

Durak, H. Y. (2019). Investigation of nomophobia and smartphone addiction predictors among adolescents in Turkey: Demographic variables and academic performance. The Social Science Journal, 56(4), 492–517. https://doi.org/10.1016/j.soscij.2018.09.003

Geller, V., & Shaver, P. (1976). Cognitive consequences of self-awareness. Journal of Experimental Social Psychology, 12(1), 99–108. https://doi.org/10.1016/0022-1031(76)90089-5

Gezgin, D. M., Hamutoglu, N. B., Sezen-Gultekin, G., & Ayas, T. (2018). The relationship between nomophobia and loneliness among Turkish adolescents. International Journal of Research in Education and Science, 4(2), 358–374. https://doi.org/10.21890/ijres.409265

Hartanto, A., & Yang, H. (2016). Is the smartphone a smart choice? The effect of smartphone separation on executive functions. Computers in Human Behavior, 64, 329–336. https://doi.org/10.1016/j.chb.2016.07.002

Haug, S., Castro, R. P., Kwon, M., Filler, A., Kowatsch, T., & Schaub, M. P. (2015). Smartphone use and smartphone addiction among young people in Switzerland. Journal of Behavioral Addictions, 4(4), 299–307. https://doi.org/10.1556/2006.4.2015.037

Hoffner, C. A., Lee, S., & Park, S. J. (2016). “I miss my mobile phone!": Self-expansion via mobile phone and responses to phone loss. New Media and Society, 18(11), 2452–2468. https://doi.org/10.1177/1461444815592665

Islam, N. (2004). Sifarish, sycophants, power and collectivism: Administrative culture in Pakistan. International Review of Administrative Sciences, 70(2), 311–330. https://doi.org/10.1177/0020852304044259

Kara, M. (2021). High schoolers’ usage intensity of mobile social media and nomophobia: Investigating the mediating role of flow experience. Participatory Educational Research, 8(1), 409–422. https://doi.org/10.17275/per.21.24.8.1

Kara, M., Baytemir, K., & Inceman-Kara, F. (2021). Duration of daily smartphone usage as an antecedent of nomophobia: Exploring multiple mediation of loneliness and anxiety. Behaviour & Information Technology, 40(1), 85–98. https://doi.org/10.1080/0144929X.2019.1673485

Korat, N. R. (2020). Nomophobic symptoms and depression among adults' of Rajkot district. The International Journal of Indian Psychology, 8(1), 110–112. https://doi.org/10.25215/0801.013

Kuznekoff, J. H., Munz, S., & Titsworth, S. (2015). Mobile phones in the classroom: Examining the effects of texting, Twitter, and message content on student learning. Communication Education, 64(3), 344–365. https://doi.org/10.1080/03634523.2015.1038727

Lee, S., Kim, M. W., McDonough, I. M., Mendoza, J. S., & Kim, M. S. (2017). The effects of cell phone use and emotion-regulation style on college students' learning. Applied Cognitive Psychology, 31(3), 360–366. https://doi.org/10.1002/acp.3323

McCoy, B. (2013). Digital distractions in the classroom: Student classroom use of digital devices for non-class related purposes. Faculty Publications, College of Journalism & Mass Communications, Article 71. http://digitalcommons.unl.edu/journalismfacpub/71

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. https://doi.org/10.1016/j.chb.2018.04.027

Moreno-Guerrero, A. J., Aznar-Díaz, I., Cáceres-Reche, P., & Rodríguez-García, A.-M. (2020). Do age, gender and poor diet influence the higher prevalence of nomophobia among young people? International Journal of Environmental Research and Public Health, 17(10). https://doi.org/10.3390/ijerph17103697

Nawaz, I., Sultana, I., Amjad, M. J., & Shaheen, A. (2017). Measuring the enormity of nomophobia among youth in Pakistan. Journal of Technology in Behavioral Science, 2(3–4), 149–155. https://doi.org/10.1007/s41347-017-0028-0

Ozdemir, B., Cakir, O., & Hussain, I. (2018). Prevalence of nomophobia among university students: A comparative study of Pakistani and Turkish undergraduate students. Eurasia Journal of Mathematics Science and Technology Education, 14(4), 1519–1532. https://doi.org/10.29333/ejmste/84839

Pallant, J. (2016). SPSS Survival Manual. Open University Press.

Pellowe, E. L., Cooper, A., & Mattingly, B. A. (2015). Are smartphones inhibiting smartness? Smartphone presence, mobile phone anxiety, and cognitive performance. Undergraduate Journal of Psychology, 28(1), 20–25. https://journals.uncc.edu/ujop/article/view/319

Prasad, M., Patthi, B., Singla, A., Gupta, R., Saha, S., Kumar, J. K., Malhi, R., & Pandita, V. (2017). Nomophobia: A cross-sectional study to assess mobile phone usage among dental students. Journal of Clinical and Diagnostic Research, 11(2), ZC34–ZC39. https://doi.org/10.7860/JCDR/2017/20858.9341

Qutishat, M., Lazarus, E. R., Razmy, A. M., & Packianathan, S. (2020). University students’ nomophobia prevalence, sociodemographic factors and relationship with academic performance at a university in Oman. International Journal of Africa Nursing Sciences, 13, Article 100206. https://doi.org/10.1016/j.ijans.2020.100206

Ramirez, G., & Beilock, S. L. (2011). Writing about testing worries boosts exam performance in the classroom. Science, 331(6014), 211–213. https://doi.org/10.1126/science.1199427

Raven, J. C. (1941). Standardisation of progressive matrices, 1938. British Journal of Medical Psychology, 19(1), 137–150. https://doi.org/10.1111/j.2044-8341.1941.tb00316.x

Ravizza, S. M., Uitvlugt, M. G., & Fenn, K. M. (2017). Logged in and zoned out: How laptop internet use relates to classroom learning. Psychological Science, 28(2), 171–180. https://doi.org/10.1177/0956797616677314

Roberts, J. A., Pullig, C., & Manolis, C. (2015). I need my smartphone: A hierarchical model of personality and cell-phone addiction. Personality and Individual Differences, 79, 13–19. http://dx.doi.org/10.1016/j.paid.2015.01.049

Rozgonjuk, D., Levine, J. C., Brian, H. J., & Elhai, J. D. (2018). The association between problematic smartphone use, depression and anxiety symptom severity, and objectively measured smartphone use over one week. Computers in Human Behavior, 87, 10–17. http://dx.doi.org/10.1016/j.chb.2018.05.019

Samaha, M., & Hawi, N. S. (2016). Relationships among smartphone addiction, stress, academic performance, and satisfaction with life. Computers in Human Behavior, 57, 321–325. https://doi.org/10.1016/j.chb.2015.12.045

Schwaiger, E., & Tahir, R. (2020). Nomophobia and its predictors in undergraduate students of Lahore, Pakistan. Heliyon, 6(9), Article e04837. https://doi.org/10.1016/j.heliyon.2020.e04837

Sezer, Ö., & Yildirim, O. (2020). The relationship between nomophobia and trait anxiety, basic psychological needs, happiness in adolescents. International Journal of Human Sciences, 17(2), 535–547. https://doi.org/10.14687/jhs.v17i2.5917

Stothart, C., Mitchum, A., & Yehnert, C. (2015). The attentional cost of receiving a cell phone notification. Journal of Experimental Psychology: Human Perception and Performance, 41(4), 893–897 http://dx.doi.org/10.1037/xhp0000100

Stroop, J. R. (1935). Studies of interference in serial verbal reactions. Journal of Experimental Psychology, 18(6), 643–662. https://doi.org/10.1037/h0054651

Tabachnick, B. G., & Fidell, L. S. (2013). Using multivariate statistics. Pearson.

Thomas, S., Benke, G., Dimitriadis, C., Inyang, I., Sim, M. R., Wolfe, R., Croft, R. J., & Abramson, M. J. (2010). Use of mobile phones and changes in cognitive function in adolescents. Occupational and Environmental Medicine, 67(12), 861–866. https://doi.org/10.1136/oem.2009.054080

Thornton, B., Faires, A., Robbins, M., & Rollins, E. (2014). The mere presence of smartphones may be distracting: Implications for attention and task performance. Social Psychology, 45(6), 479–488. https://doi.org/10.1027/1864-9335/a000216

Trenerry M. R., Crosson B., DeBoe J., & Leber W. R. (1989). Stroop Neuropsychological Screening Test. Psychological Assessment Resources.

Veerapu, N., Philip, R. K. B., Vasireddy, H., Gurrala, S., & Kanna, S. T. (2019). A study on nomophobia and its correlation with sleeping difficulty and anxiety among medical students in a medical college, Telangana. International Journal of Community Medicine and Public Health, 6(5), 2074–2076. https://dx.doi.org/10.18203/2394-6040.ijcmph20191821

Ward, A. F., Duke, K., Gneezy, A., & Bos, M. W. (2017). Brain drain: The mere presence of one’s own smartphone reduces available cognitive capacity. Journal of the Association for Consumer Research, 2(2), 140–154. https://doi.org/10.1086/691462

Wilmer, H. H., Sherman, L. E., & Chein, J. M. (2017). Smartphones and cognition: A review of research exploring the links between mobile technology habits and cognitive functioning. Frontiers in Psychology, 8, Article 605. https://doi.org/10.3389/fpsyg.2017.00605

Wingenfeld, K., Mensebach, C., Driessen, M., Bullig, R., Hartje, W., & Beblo, T. (2006). Attention bias towards personally relevant stimuli: The individual emotional Stroop task. Psychological Reports, 99(3), 781–793. https://doi.org/10.2466/pr0.99.3.781-793

Yildirim, C. (2014). Exploring the dimensions of nomophobia: Developing and validating a questionnaire using mixed methods research (Publication No. 14005) [Master's thesis, Iowa State University]. Iowa State University Digital Repository. https://dr.lib.iastate.edu/handle/20.500.12876/28192

Yildirim, C., & Correia, A.-P. (2015). Exploring the dimensions of nomophobia: Development and validation of a self-reported questionnaire. Computers in Human Behavior, 49, 130–137. https://doi.org/10.1016/j.chb.2015.02.059

Zhitomirsky-Geffet, M., & Blau, M. (2016). Cross-generational analysis of predictive factors of addictive behavior in smartphone usage. Computers in Human Behavior, 64, 682–693, https://doi.org/10.1016/j.chb.2016.07.061

Additional information

First submission received:
January 25, 2021

Revisions received:
June 14, 2021
November 16, 2021
December 15, 2021

Accepted for publication:
December 16, 2021

Editor in charge:
Alexander Schouten

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