Mobile Phone Addiction and Mobile Phone Use in Dangerous Circumstances: Prevalence and Correlates in a Sample of Italian University Students
DOI:
https://doi.org/10.13129/2282-1619/mjcp-3014Keywords:
Mobile phone addiction, Obsessive and compulsive behavior, Problematic use of mobile phone, Demographic factors, Young drivers.Abstract
Background: Beyond unambiguous advantages of mobile phones (MP), growing evidences document its problematic use and association with mental health issues. Unintentional injuries, such as road traffic or pedestrian accidents, result from dangerous use of the MP (DUMP).
The aim of our study was to estimate the prevalence of DUMP and the addiction to MP in young while driving, cycling or walking (defined as DUMP) relating to some demographic and psychological factors.
Methods: A cross-sectional prevalence study was carried out on a sample of 1130 Italian university students. The use and addiction to MP were studied with Italian version of the Mobile Phone Use Questionnaire (MPUQ) and Dependence test of MP (DTMP). The Cognitive Behavioral Assessment 2.0 (CBA 2.0) was used to investigate anxiety and obsessive-compulsive disorder.
Results: Result statistics showed a continuous use of MP. One third of subjects showed MP addiction, associated to female and younger students. Two thirds showed risk of DUMP, associated to male and older. The obsessive-compulsive disorder was estimated only in a small fraction and significantly correlated with DTMP.
Conclusions: Our study points out the importance that information and prevention campaigns targeting specific demographic subpopulations should be sought to raise young awareness for a safe use of MP.References
Al-Jasser, F., Mohamed, A., Choudry, A., & Youssef, R. (2018). Mobile phone use while driving and the risk of collision: A study among preparatory year students at King Saud University, Riyadh, Saudi Arabia. Journal of Family and Community Medicine, 25(2), 102. https://doi.org/10.4103/jfcm.JFCM_139_17
Aljomaa, S. S., Al.Qudah, M. F., Albursan, I. S., Bakhiet, S. F., & Abduljabbar, A. S. (2016). Smartphone addiction among university students in the light of some variables. Computers in Human Behavior, 61, 155–164. https://doi.org/10.1016/j.chb.2016.03.041
Beranuy, M., Oberst, U., Carbonell, X., & Chamarro, A. (2009). Problematic Internet and mobile phone use and clinical symptoms in college students: The role of emotional intelligence. Computers in Human Behavior, 25(5), 1182–1187. https://doi.org/10.1016/j.chb.2009.03.001
Bertolotti, G., Michelin, P., Sanavio, E., Vidotto, G., & Zotti, A. (1997). Batteria CBA-2.0. In F. Del Corno & M. Lang (Eds.), La diagnosi testologica (2nd ed., pp. 437–459). Franco Angeli.
Bianchi, A., & Phillips, J. G. (2005). Psychological Predictors of Problem Mobile Phone Use. CyberPsychology & Behavior, 8(1), 39–51. https://doi.org/10.1089/cpb.2005.8.39
Bianchi, S., Bernardi, S., Perilli, E., Cipollone, C., Di Biasi, J., & Macchiarelli, G. (2020). Evaluation of Effectiveness of Digital Technologies During Anatomy Learning in Nursing School. Applied Sciences, 10(7), 2357. https://doi.org/10.3390/app10072357
Bianchini, V., Cecilia, M. R., Roncone, R., & Cofini, V. (2017). Prevalence and factors associated with problematic internet use: an Italian survey among L’Aquila students. Rivista Di Psichiatria, 52(2), 90–93. https://rivistadipsichiatria.it/archivio/2679/articoli/27445/
Billieux, Joel. (2012). Problematic Use of the Mobile Phone: A Literature Review and a Pathways Model. Current Psychiatry Reviews, 8(4), 299–307. https://doi.org/10.2174/157340012803520522
Billieux, Joël, Maurage, P., Lopez-Fernandez, O., Kuss, D. J., & Griffiths, M. D. (2015). Can Disordered Mobile Phone Use Be Considered a Behavioral Addiction? An Update on Current Evidence and a Comprehensive Model for Future Research. Current Addiction Reports, 2(2), 156–162. https://doi.org/10.1007/s40429-015-0054-y
Can, L., & Kaya, N. (2016). Social networking sites addiction and the effect of attitude towards social network advertising. Procedia-Social and Behavioral Sciences, 235, 484-492. https://doi.org/10.1016/j.sbspro.2016.11.059
Carbonell, X., Fúster, H., Chamarro, A., & Oberst, U. (2012). Addiction and mobile internet addiction: A review of empirical Spanish. Papeles Del Psicologo, 33(2), 82–89.
Cazzulino, F., Burke, R. V., Muller, V., Arbogast, H., & Upperman, J. S. (2014). Cell Phones and Young Drivers: A Systematic Review Regarding the Association Between Psychological Factors and Prevention. Traffic Injury Prevention, 15(3), 234–242. https://doi.org/10.1080/15389588.2013.822075
Chambers, R. A., & Potenza, M. N. (2003). Neurodevelopment, impulsivity, and adolescent gambling. Journal of gambling Studies, 19(1), 53-84. https://doi.org/110.1023/a:1021275130071
Chen, P.-L., & Pai, C.-W. (2018). Pedestrian smartphone overuse and inattentional blindness: an observational study in Taipei, Taiwan. BMC Public Health, 18(1), 1342. https://doi.org/10.1186/s12889-018-6163-5
Choi, S. W., Kim, D. J., Choi, J. S., Ahn, H., Choi, E. J., Song, W. Y., Kim, S., & Youn, H. (2015). Comparison of risk and protective factors associated with smartphone addiction and Internet addiction. Journal of Behavioral Addictions, 4(4), 308–314. https://doi.org/10.1556/2006.4.2015.043
Chóliz, M. (2012). Mobile-Phone Addiction in Adolescence: The Test of Mobile Phone Dependence (TMD). Progress in Health Sciences, 2(1), 33–44. http://search.ebscohost.com/login.aspx?direct=true&profile=ehost&scope=site&authtype=crawler&jrnl=20831617&AN=78040680&h=wphb8c4wPyj5YcT1/vqPudXDBkNUljaaRiQjdQ6NKMAYG/VOmymP2FqL/WjgIEElaALzzXRkxi26TNJ9EtX4zQ==&crl=c
Chóliz, Mariano. (2010). MOBILE PHONE ADDICTION: A POINT OF ISSUE. Addiction, 105(2), 373–374. https://doi.org/10.1111/j.1360-0443.2009.02854.x
Cordellieri, P., Baralla, F., Ferlazzo, F., Sgalla, R., Piccardi, L., & Giannini, A. M. (2016). Gender Effects in Young Road Users on Road Safety Attitudes, Behaviors and Risk Perception. Frontiers in Psychology, 7. https://doi.org/10.3389/fpsyg.2016.01412
Crowley, P., Madeleine, P., & Vuillerme, N. (2019). The effects of mobile phone use on walking: a dual task study. BMC Research Notes, 12(1), 352. https://doi.org/10.1186/s13104-019-4391-0
De-Sola Gutiérrez, J., Rodríguez de Fonseca, F., & Rubio, G. (2016). Cell-Phone Addiction: A Review. Frontiers in Psychiatry, 7. https://doi.org/10.3389/fpsyt.2016.00175
De-Sola, J., Talledo, H., Rubio, G., & de Fonseca, F. R. (2017). Psychological Factors and Alcohol Use in Problematic Mobile Phone Use in the Spanish Population. Frontiers in Psychiatry, 8. https://doi.org/10.3389/fpsyt.2017.00011
Di Giacomo, D., Guerra, F., Perilli, E., & Ranieri, J. (2020). Technophobia as emerging risk factor in aging: Investigation on computer anxiety dimension. Health Psychology Research, 8(1). https://doi.org/10.4081/hpr.2020.8207
Elhai, J. D., Dvorak, R. D., Levine, J. C., & Hall, B. J. (2016). Problematic smartphone use: A conceptual overview and systematic review of relations with anxiety and depression psychopathology. Journal of Affective Disorders, 207(1), 251–259. https://doi.org/10.1016/j.jad.2016.08.030
Ferentzy, P., & Turner, N. (2009). Gambling and organized crime -A review of the literature. Journal of gambling Issues, (23), 111-155. https://doi.org/10.4309/jgi.2009.23.6
Fernández, C., Vicente, M. A., Carrillo, I., Guilabert, M., & Mira, J. J. (2020). Factors Influencing the Smartphone Usage Behavior of Pedestrians: Observational Study on “Spanish Smombies.” Journal of Medical Internet Research, 22(8), e19350. https://doi.org/10.2196/19350
Frisone, F., Alibrandi, A., & Settineri, S. (2020a). Problem gambling during Covid-19. Mediterranean Journal of Clinical Psychology, 8(3). https://doi.org/10.6092/2282-1619/mjcp-2457
Frisone, F., Settineri, S., Sicari, P. F., & Merlo, E. M. (2020b). Gambling in adolescence: a narrative review of the last 20 years. Journal of Addictive Diseases, 38(4), 438-457. https://doi.org/10.1080/10550887.2020.1782557
Fullana, M. A., Abramovitch, A., Via, E., López-Sola, C., Goldberg, X., Reina, N., Fortea, L., Solanes, A., Buckley, M. J., Ramella-Cravaro, V., Carvalho, A. F., Tortella-Feliu, M., Vieta, E., Soriano-Mas, C., Lázaro, L., Stein, D. J., Fernández de la Cruz, L., Mataix-Cols, D., & Radua, J. (2020). Diagnostic biomarkers for obsessive-compulsive disorder: A reasonable quest or ignis fatuus? Neuroscience & Biobehavioral Reviews, 118, 504–513. https://doi.org/10.1016/j.neubiorev.2020.08.008
Grant, J. E., Lust, K., & Chamberlain, S. R. (2019). Problematic smartphone use associated with greater alcohol consumption,mental health issues, poorer academic performance, and impulsivity. Journal of Behavioral Addictions, 8(2), 335–342. https://doi.org/10.1556/2006.8.2019.32
Graydon, F. X., Young, R., Benton, M. D., Genik, R. J., Posse, S., Hsieh, L., & Green, C. (2004). Visual event detection during simulated driving: Identifying the neural correlates with functional neuroimaging. Transportation Research Part F: Traffic Psychology and Behaviour, 7(4–5), 271–286. https://doi.org/10.1016/j.trf.2004.09.006
Griffiths, M. (1995). Technological addictions. Clinical Psychology Forum, 76, 14–19.
Guo, F., Klauer, S. G., Fang, Y., Hankey, J. M., Antin, J. F., Perez, M. A., Lee, S. E., & Dingus, T. A. (2016). The effects of age on crash risk associated with driver distraction. International Journal of Epidemiology, dyw234. https://doi.org/10.1093/ije/dyw234
Harris, B., Regan, T., Schueler, J., & Fields, S. A. (2020). Problematic Mobile Phone and Smartphone Use Scales: A Systematic Review. Frontiers in Psychology, 11. https://doi.org/10.3389/fpsyg.2020.00672
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
Huemer, A. K., Schumacher, M., Mennecke, M., & Vollrath, M. (2018). Systematic review of observational studies on secondary task engagement while driving. Accident Analysis & Prevention, 119, 225–236. https://doi.org/10.1016/j.aap.2018.07.017
ISTAT. (2018). Road accidents in Italy. https://www.istat.it/it/archivio/219637
Kardefelt-Winther, D., Heeren, A., Schimmenti, A., Rooij, A. Van, Maurage, P., Carras, M., Edman, J., Blaszczynski, A., & Khazaal, Y. (2017). How can we conceptualize behavioural addiction without pathologizing common behaviours ? Addiction, 112(10), 1709–1715. https://doi.org/10.1111/add.13763
Kim, H. J., Min, J. Y., Kim, H. J., & Min, K. B. (2017). Accident risk associated with smartphone addiction: A study on university students in Korea. Journal of Behavioral Addictions, 6(4), 699–707. https://doi.org/10.1556/2006.6.2017.070
Kim, M., Kim, H., Kim, K., Ju, S., Choi, J., & Yu, M. (2015). Smartphone Addiction: (Focused Depression, Aggression and Impulsion) among College Students. Indian Journal of Science and Technology, 8(25). https://doi.org/10.17485/ijst/2015/v8i25/80215
Kim, S.-G., Park, J., Kim, H.-T., Pan, Z., Lee, Y., & McIntyre, R. S. (2019). The relationship between smartphone addiction and symptoms of depression, anxiety, and attention-deficit/hyperactivity in South Korean adolescents. Annals of General Psychiatry, 18(1), 1. https://doi.org/10.1186/s12991-019-0224-8
Klauer, S. G., Ehsani, J. P., McGehee, D. V., & Manser, M. (2015). The Effect of Secondary Task Engagement on Adolescents’ Driving Performance and Crash Risk. Journal of Adolescent Health, 57(1), S36–S43. https://doi.org/10.1016/j.jadohealth.2015.03.014
Kuss, D. J., Kanjo, E., Crook-Rumsey, M., Kibowski, F., Wang, G. Y., & Sumich, A. (2018). Problematic Mobile Phone Use and Addiction Across Generations: the Roles of Psychopathological Symptoms and Smartphone Use. Journal of Technology in Behavioral Science, 3(3), 141–149. https://doi.org/10.1007/s41347-017-0041-3
Lamberg, E. M., & Muratori, L. M. (2012). Cell phones change the way we walk. Gait and Posture, 35(4), 688–690. https://doi.org/10.1016/j.gaitpost.2011.12.005
Lepp, A., Li, J., Barkley, J. E., & Salehi-Esfahani, S. (2015). Exploring the relationships between college students’ cell phone use, personality and leisure. Computers in Human Behavior, 43, 210–219. https://doi.org/10.1016/j.chb.2014.11.006
Li, L., Shults, R. A., Andridge, R. R., Yellman, M. A., Xiang, H., & Zhu, M. (2018). Texting/Emailing While Driving Among High School Students in 35 States, United States, 2015. Journal of Adolescent Health, 63(6), 701–708. https://doi.org/10.1016/j.jadohealth.2018.06.010
Liu, C.-H., Lin, S.-H., Pan, Y.-C., & Lin, Y.-H. (2016). Smartphone gaming and frequent use pattern associated with smartphone addiction. Medicine, 95(28), e4068. https://doi.org/10.1097/MD.0000000000004068
Lopez-Fernandez, O., Kuss, D. J., Romo, L., Morvan, Y., Kern, L., Graziani, P., Rousseau, A., Rumpf, H.-J., Bischof, A., Gässler, A.-K., Schimmenti, A., Passanisi, A., Männikkö, N., Kääriänen, M., Demetrovics, Z., Király, O., Chóliz, M., Zacarés, J. J., Serra, E., … 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. https://doi.org/10.1556/2006.6.2017.020
Matar Boumosleh, J., & Jaalouk, D. (2017). Depression, anxiety, and smartphone addiction in university students- A cross sectional study. PLOS ONE, 12(8), e0182239. https://doi.org/10.1371/journal.pone.0182239
Ng, B. D., & Wiemer-Hastings, P. (2005). Addiction to the internet and online gaming. Cyberpsychology & behavior, 8(2), 110-113. https://doi.org/10.1089/cpb.2005.8.110
Olsson, B., Pütz, H., Reitzug, F., & Humphreys, D. K. (2020). Evaluating the impact of penalising the use of mobile phones while driving on road traffic fatalities, serious injuries and mobile phone use: a systematic review. Injury Prevention, 26(4), 378–385. https://doi.org/10.1136/injuryprev-2019-043619
Osiceanu, M.-E. (2015). Psychological Implications of Modern Technologies: “Technofobia” versus “Technophilia.” Procedia - Social and Behavioral Sciences, 180, 1137–1144. https://doi.org/10.1016/j.sbspro.2015.02.229
Palmiero, M., Piccardi, L., Boccia, M., Baralla, F., Cordellieri, P., Sgalla, R., Guidoni, U., & Giannini, A. M. (2019). Neural Correlates of Simulated Driving While Performing a Secondary Task: A Review. Frontiers in Psychology, 10. https://doi.org/10.3389/fpsyg.2019.01045
Panova, T., & Carbonell, X. (2018). Is smartphone addiction really an addiction? Journal of Behavioral Addictions, 7(2), 252–259. https://doi.org/10.1556/2006.7.2018.49
Parisi, M. R., & Cantelmi, T. (2009). L’immaginario prigioniero. Oscar Mondadori.
Pastore, V., & Chóliz, M. (2011). Uso e abuso del telefono cellulare in adolescenti e giovani italiani. Modelli per La Mente, 4(2–3), 23–36.
Pedrero Pérez, E. J., Rodríguez Monje, M. T., & Ruiz Sánchez De León, J. M. (2012). Adicción o abuso del teléfono móvil. Revisión de la literatura. Adicciones, 24(2), 139. https://doi.org/10.20882/adicciones.107
Pundir, P., Andrews, T., Binu, V. S., & Kamath, R. (2016). Association of problematic mobile phone use with psychological distress and self-esteem among college students in South India : a cross-sectional study. International Journal of Community Medicine and Public Health, 3(10), 2841–2849.
Quon, P., Lahey, K., Grisdale, M., Hagel, B., Frost, G., Belton, K., & Elliott, A. (2019). Prevalence of distracted walking with mobile technology: an observational study of Calgary and Edmonton high school students. Canadian Journal of Public Health, 110(4), 506–511. https://doi.org/10.17269/s41997-019-00200-9
Ranaiey, S., Taghavi, M. R., & Goodarzi, M. A. (2016). Development of a Measure: Internet Behaviors Scale. Modern Applied Science, 10(7). https://doi.org/10.5539/mas.v10n7p124
Rosen, L. D., Lim, A. F., Felt, J., Carrier, L. M., Cheever, N. A., Lara-Ruiz, J. M., Mendoza, J. S., & Rokkum, J. (2014). Media and technology use predicts ill-being among children, preteens and teenagers independent of the negative health impacts of exercise and eating habits. Computers in Human Behavior, 35, 364–375. https://doi.org/10.1016/j.chb.2014.01.036
Sanavio, E., Bertolotti, G., Michelin, P., Vidotto, G., & Zotti, A. (1998). CBA-2.0 Scale Primarie: Manuale (2nd ed.). Organizzazioni Speciali.
Sicari, F., Frisone, F., Alibrandi, A., & Settineri, S. (2021). Validation of the Italian version of the Internet Behaviors Scale. Mediterranean Journal of Clinical Psychology, 9(1). https://doi.org/10.6092/2282-1619/mjcp-2990
Simmons, S. M., Caird, J. K., Ta, A., Sterzer, F., & Hagel, B. E. (2020). Plight of the distracted pedestrian: a research synthesis and meta-analysis of mobile phone use on crossing behaviour. Injury Prevention, 26(2), 170–176. https://doi.org/10.1136/injuryprev-2019-043426
Shaw, M., & Black, D. W. (2008). Internet addiction. CNS drugs, 22(5), 353-365. https://doi.org/10.2165/00023210-200822050-00001
Sohn, S., Rees, P., Wildridge, B., Kalk, N. J., & Carter, B. (2019). Prevalence of problematic smartphone usage and associated mental health outcomes amongst children and young people: a systematic review, meta-analysis and GRADE of the evidence. BMC Psychiatry, 19(1), 356. https://doi.org/10.1186/s12888-019-2350-x
Souza Silva, W., McFadyen, B., Kehayia, E., Azevedo, N., Fung, J., & Lamontagne, A. (2019). Phone messages affect the detection of approaching pedestrians in healthy young and older adults immersed in a virtual community environment. PLOS ONE, 14(5), e0217062. https://doi.org/10.1371/journal.pone.0217062
Stachl, C., Au, Q., Schoedel, R., Gosling, S. D., Harari, G. M., Buschek, D., Völkel, S. T., Schuwerk, T., Oldemeier, M., Ullmann, T., Hussmann, H., Bischl, B., & Bühner, M. (2020). Predicting personality from patterns of behavior collected with smartphones. Proceedings of the National Academy of Sciences, 117(30), 17680–17687. https://doi.org/10.1073/pnas.1920484117
Stavrinos, D., Byington, K. W., & Schwebel, D. C. (2011). Distracted walking: Cell phones increase injury risk for college pedestrians. Journal of Safety Research, 42(2), 101–107. https://doi.org/10.1016/j.jsr.2011.01.004
Tao, S., Wu, X., Wan, Y., Zhang, S., Hao, J., & Tao, F. (2016). Interactions of problematic mobile phone use and psychopathological symptoms with unintentional injuries: A school-based sample of Chinese adolescents. BMC Public Health, 16(1), 1–10. https://doi.org/10.1186/s12889-016-2776-8
Toda, M., Nishio, N., & Takeshita, T. (2015). Predictive Factors for Smartphone Dependence: Relationship to Demographic Characteristics, Chronotype, and Depressive State of University Students. Open Journal of Preventive Medicine, 05(12), 456–462. https://doi.org/10.4236/ojpm.2015.512051
Truong, L. T., Nguyen, H. T. T., & De Gruyter, C. (2019). Mobile phone use while riding a motorcycle and crashes among university students. Traffic Injury Prevention, 20(2), 204–210. https://doi.org/10.1080/15389588.2018.1546048
Valent, F., Del Pin, M., Mattiussi, E., & Palese, A. (2020). Prevalence of mobile phone use among drivers: direct observation in Udine (Northern Italy). Epidemiologia & Prevenzione, 44(2–3), 171–178. https://doi.org/https://doi.org/10.19191/EP20.2-3.P171.040
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
Vitaro, F., Ferland, F., Jacques, C., & Ladouceur, R. (1998). Gambling, substance use, and impulsivity during adolescence. Psychology of Addictive Behaviors, 12(3), 185-194. https://doi.org/10.1037/0893-164X.12.3.185
Vollrath, M., Huemer, A. K., Teller, C., Likhacheva, A., & Fricke, J. (2016). Do German drivers use their smartphones safely?—Not really! Accident Analysis and Prevention, 96, 29–38. https://doi.org/10.1016/j.aap.2016.06.003
Zhang, K. Z. K., Chen, C., & Lee, M. K. O. (2014). Understanding the role of motives in smartphone addiction. http://aisel.aisnet.org/pacis2014/131
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