The association between problematic smartphone use, depression and anxiety symptom severity, and objectively measured smartphone use over one week
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?
PSU was positively associated with an individual's average minutes of screen time over a week, ranging from a minimum of 46.571 min to a maximum of 608.143 min over a week.
“PSU was positively associated with an individual's average minutes of screen time over a week, which ranged from a minimum of 46.571 min over a week, to a maximum of 608.143 min over a week.”
From Antecedents and consequences of problematic smartphone use: A systematic literature review of an emerging research area (2021) · cites this paper as Rozgonjuk, Levine, et al., 2018
Average phone screen unlocks over a week was not associated with PSU.
“average phone screen unlocks over a week was not associated with PSU.”
From Antecedents and consequences of problematic smartphone use: A systematic literature review of an emerging research area (2021) · cites this paper as Rozgonjuk, Levine, et al., 2018
The relationship between procrastination and PSU may be mediated by social media use in lectures, diverting attention from the lecturer.
“the relationship between procrastination and PSU may be mediated by social media use in lectures, diverting attention from the lecturer.”
From Antecedents and consequences of problematic smartphone use: A systematic literature review of an emerging research area (2021) · cites this paper as Rozgonjuk, Levine, et al., 2018
Smartphone use is habitual and generally time invariant and thereby does not significantly change in accordance with life events.
“However, this is less likely since the ligature suggests that smartphone use is habitual and generally time invariant [67,68] and thereby does not significantly change in accordance with life events.”
From Effects of Social Media and Smartphone Use on Body Esteem in Female Adolescents: Testing a Cognitive and Affective Model (2020) · cites this paper as [68]
Cites
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788 · see citing works
The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910 · see citing works
Development and validation of brief measures of positive and negative affect: The PANAS scales.
Watson, D., Clark, L. A., & Tellegen, A. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.54.6.1063 · Cited by 32,433 · see citing works
Discovering Statistics Using SPSS
Field, A. P., & Miles, J. N. V. (2000) · Medical Entomology and Zoology · Cited by 28,268 · see citing works
Hierarchical Linear Models: Applications and Data Analysis Methods.
Longford, N. T., Bryk, A. S., & Raudenbush, S. W. (1993) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2075823 · Cited by 18,768 · see citing works
Lovibond, P. F., & Lovibond, S. H. (1995) · Behaviour Research and Therapy · doi:10.1016/0005-7967(94)00075-u · Cited by 14,523 · see citing works
Hierarchical Linear Models: Applications and Data Analysis Methods
Davidian, M. (2003) · Journal of the American Statistical Association · doi:10.1198/jasa.2003.s288 · Cited by 13,820 · see citing works
Antony, M. M., Bieling, P. J., Cox, B. J., Enns, M. W., & Swinson, R. P. (1998) · Psychological Assessment · doi:10.1037/1040-3590.10.2.176 · Cited by 4,874 · see citing works
Kroenke, K., Spitzer, R. L., Williams, J. B. W., & Löwe, B. (2010) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2010.03.006 · Cited by 4,057 · see citing works
Discovering statistics using R
(2012) · Choice Reviews Online · doi:10.5860/choice.50-2114 · Cited by 2,548 · see citing works
Kardefelt-Winther, D. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2013.10.059 · Cited by 2,519 · see citing works
Psychometric properties of the Depression Anxiety Stress Scales (DASS) in clinical samples
Brown, T. A., Chorpita, B. F., Korotitsch, W., & Barlow, D. H. (1997) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(96)00068-x · Cited by 1,860 · see citing works
Yuan, K.-H., & Bentler, P. (2000) · Sociological Methodology · doi:10.1111/0081-1750.00078 · Cited by 1,847 · see citing works
Elhai, J. D., Dvorak, R. D., Levine, J. C., & Hall, B. J. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.08.030 · Cited by 1,689 · see citing works
Self-citationDevelopment and Validation of a Smartphone Addiction Scale (SAS)
Kwon, M., Lee, J.-Y., Won, W.-Y., Park, J.-W., Min, J.-A., Hahn, C., Gu, X., Choi, J.-H., & Kim, D.-J. (2013) · PLoS ONE · doi:10.1371/journal.pone.0056936 · Cited by 1,670 · see citing works
Demirci, K., Akgönül, M., & Akpinar, A. (2015) · Journal of Behavioral Addictions · doi:10.1556/2006.4.2015.010 · Cited by 1,529 · see citing works
Twelve frequently asked questions about growth curve modeling
Curran, P. J., Obeidat, K., & Losardo, D. (2010) · Journal of Cognition and Development · doi:10.1080/15248371003699969 · Cited by 1,246 · see citing works
Relationships among smartphone addiction, stress, academic performance, and satisfaction with life
Samaha, M., & Hawi, N. S. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2015.12.045 · Cited by 1,246 · see citing works
Billieux, J., Maurage, P., Lopez-Fernandez, O., Kuss, D. J., & Griffiths, M. D. (2015) · Current Addiction Reports · doi:10.1007/s40429-015-0054-y · Cited by 1,205 · see citing works
Habits make smartphone use more pervasive.
Oulasvirta, A., Rattenbury, T., Ma, L., & Raita, E. (2012) · Personal and Ubiquitous Computing · doi:10.1007/s00779-011-0412-2 · Cited by 1,190 · see citing works
Social capital and mental illness: a systematic review
Silva, M. J. D., McKenzie, K. J., Harpham, T., & Huttly, S. R. A. (2005) · Journal of Epidemiology & Community Health · doi:10.1136/jech.2004.029678 · Cited by 1,036 · see citing works
Modeling habitual and addictive smartphone behavior
van Deursen, A. J. A. M., Bolle, C. L., Hegner, S. M., & Kommers, P. A. M. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2014.12.039 · Cited by 1,031 · see citing works
Elhai, J. D., Levine, J. C., Dvorak, R. D., & Hall, B. J. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.05.079 · Cited by 1,020 · see citing works
Self-citationHow can we conceptualize behavioural addiction without pathologizing common behaviours?
Kardefelt‐Winther, D., Heeren, A., Schimmenti, A., van Rooij, A., Maurage, P., Carras, M., Edman, J., Blaszczynski, A., Khazaal, Y., & Billieux, J. (2017) · Addiction · doi:10.1111/add.13763 · Cited by 780 · see citing works
Wolniewicz, C. A., Tiamiyu, M. F., Weeks, J. W., & Elhai, J. D. (2018) · Psychiatry Research · doi:10.1016/j.psychres.2017.09.058 · Cited by 539 · see citing works
Self-citationMeasuring Mobile Phone Use: Self-Report Versus Log Data
Boase, J., & Ling, R. (2013) · Journal of Computer-Mediated Communication · doi:10.1111/jcc4.12021 · Cited by 490 · see citing works
Smartphone Use, Work–Home Interference, and Burnout: A Diary Study on the Role of Recovery
Derks, D., & Bakker, A. B. (2012) · Applied Psychology · doi:10.1111/j.1464-0597.2012.00530.x · Cited by 466 · see citing works
Smartphone addiction, daily interruptions and self-reported productivity
Duke, É., & Montag, C. (2017) · Addictive Behaviors Reports · doi:10.1016/j.abrep.2017.07.002 · Cited by 466 · see citing works
Elhai, J. D., Levine, J. C., Dvorak, R. D., & Hall, B. J. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.12.023 · Cited by 360 · see citing works
Self-citationThe role of stress and motivation in problematic smartphone use among college students
Wang, J.-L., Wang, H.-Z., Gaskin, J., & Wang, L.-H. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2015.07.005 · Cited by 317 · see citing works
Depression and emotion regulation predict objective smartphone use measured over one week
Elhai, J. D., Tiamiyu, M. F., Weeks, J. W., Levine, J. C., Picard, K. J., & Hall, B. J. (2018) · Personality and Individual Differences · doi:10.1016/j.paid.2017.04.051 · Cited by 232 · see citing works
Self-citationDepression and social anxiety in relation to problematic smartphone use
Elhai, J. D., Tiamiyu, M. F., & Weeks, J. W. (2018) · Internet Research · doi:10.1108/intr-01-2017-0019 · Cited by 220 · see citing works
Self-citationGray, C. B. (2010) · BRILL eBooks · doi:10.1163/9789042030084_006 · Cited by 209 · see citing works
Cross-generational analysis of predictive factors of addictive behavior in smartphone usage
Zhitomirsky-Geffet, M., & Blau, M. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.07.061 · Cited by 186 · see citing works
Kobayashi, T., & Boase, J. (2012) · Communication Methods and Measures · doi:10.1080/19312458.2012.679243 · Cited by 155 · see citing works
Griffiths, M. D. (2017) · Addiction · doi:10.1111/add.13828 · Cited by 125 · see citing works
Rozgonjuk, D., Saal, K., & Täht, K. (2018) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph15010092 · Cited by 122 · see citing works
Self-citationDunkley, D. M., Sanislow, C. A., Grilo, C. M., & McGlashan, T. H. (2008) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2008.09.004 · Cited by 101 · see citing works
Elhai, J. D., Hall, B. J., Levine, J. C., & Dvorak, R. D. (2017) · Cyberpsychology Journal of Psychosocial Research on Cyberspace · doi:10.5817/cp2017-2-3 · Cited by 86 · see citing works
Self-citationKim, H.-J., Min, J.-Y., Kim, H.-J., & Min, K.-B. (2019) · Journal of Mental Health · doi:10.1080/09638237.2017.1370641 · Cited by 80 · see citing works
Substance and behavioral addictions may share a similar underlying process of dysregulation
Sussman, S. Y., Rozgonjuk, D., & van den Eijnden, R. J. J. M. (2017) · Addiction · doi:10.1111/add.13825 · Cited by 67 · see citing works
Self-citationPTSD's relation with problematic smartphone use: Mediating role of impulsivity
Contractor, A. A., Weiss, N. H., Tull, M. T., & Elhai, J. D. (2017) · Computers in Human Behavior · doi:10.1016/j.chb.2017.05.018 · Cited by 63 · see citing works
Self-citationDeveloping a shorter version of the Estonian Smartphone Addiction Proneness Scale (E-SAPS18)
Rozgonjuk, D., Rosenvald, V., Janno, S., & Täht, K. (2016) · Cyberpsychology Journal of Psychosocial Research on Cyberspace · doi:10.5817/cp2016-4-4 · Cited by 54 · see citing works
Self-citation
Flagged first, then by citations
1 of the 44 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Parry, D. A., Davidson, B. I., Sewall, C. J. R., Fisher, J. T., Mieczkowski, H., & Quintana, D. S. (2021) · Nature Human Behaviour · doi:10.1038/s41562-021-01117-5 · Cited by 793 · see citing works
Busch, P. A., & McCarthy, S. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106414 · Cited by 657 · see citing works
Smartphone addiction is increasing across the world: A meta-analysis of 24 countries
Olson, J. A., Sandra, D. A., Colucci, É. S., Bikaii, A. A., Chmoulevitch, D., Nahas, J., Raz, A., & Veissière, S. P. L. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2021.107138 · Cited by 449 · see citing works
Yang, J., Fu, X. B., Liao, X., & Li, Y. (2019) · Psychiatry Research · doi:10.1016/j.psychres.2019.112686 · Cited by 410 · see citing works
Elhai, J. D., Yang, H., & Montag, C. (2020) · Brazilian Journal of Psychiatry · doi:10.1590/1516-4446-2020-0870 · Cited by 460 · see citing works
Self-citationElhai, J. D., Levine, J. C., & Hall, B. J. (2018) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2018.11.005 · Cited by 354 · see citing works
Self-citationElhai, J. D., Yang, H., Fang, J., Bai, X., & Hall, B. J. (2019) · Addictive Behaviors · doi:10.1016/j.addbeh.2019.04.020 · Cited by 370 · see citing works
Self-citationDo smartphone usage scales predict behavior?
Ellis, D. A., Davidson, B. I., Shaw, H., & Geyer, K. (2019) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2019.05.004 · Cited by 326 · see citing works
Smartphone addiction and depression, anxiety: The role of bedtime procrastination and self-control
Geng, Y., Gu, J., Wang, J., & Zhang, R. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.06.062 · Cited by 309 · see citing works
Rozgonjuk, D., Sindermann, C., Elhai, J. D., & Montag, C. (2020) · Addictive Behaviors · doi:10.1016/j.addbeh.2020.106487 · Cited by 315 · see citing works
Self-citationElhai, J. D., Gallinari, E. F., Rozgonjuk, D., & Yang, H. (2020) · Addictive Behaviors · doi:10.1016/j.addbeh.2020.106335 · Cited by 269 · see citing works
Self-citationBeyond Screen Time: Identity Development in the Digital Age
Granic, I., Morita, H., & Scholten, H. (2020) · Psychological Inquiry · doi:10.1080/1047840x.2020.1820214 · Cited by 237 · see citing works
Ellis, D. A. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2019.03.006 · Cited by 186 · see citing works
Wolniewicz, C. A., Rozgonjuk, D., & Elhai, J. D. (2019) · Human Behavior and Emerging Technologies · doi:10.1002/hbe2.159 · Cited by 182 · see citing works
Self-citationRozgonjuk, D., Kattago, M., & Täht, K. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.08.003 · Cited by 176 · see citing works
Self-citationYuan, G. F., Elhai, J. D., & Hall, B. J. (2020) · Addictive Behaviors · doi:10.1016/j.addbeh.2020.106648 · Cited by 173 · see citing works
Self-citationGeng, J., Lei, L., Ouyang, M., Nie, J., & Wang, P. (2021) · Addictive Behaviors · doi:10.1016/j.addbeh.2021.106995 · Cited by 147 · see citing works
Rozgonjuk, D., Elhai, J. D., Ryan, T., & Scott, G. G. (2019) · Computers & Education · doi:10.1016/j.compedu.2019.05.016 · Cited by 141 · see citing works
Self-citationThe effects of smartphones on well-being: theoretical integration and research agenda
Kushlev, K., & Leitao, M. R. (2020) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2020.05.001 · Cited by 129 · see citing works
Identifying Indicators of Smartphone Addiction Through User-App Interaction
Noë, B., Turner, L. D., Linden, D. E. J., Allen, S. M., Winkens, B., & Whitaker, R. M. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2019.04.023 · Cited by 132 · see citing works
Passive objective measures in the assessment of problematic smartphone use: A systematic review
Ryding, C., & Kuss, D. J. (2020) · Addictive Behaviors Reports · doi:10.1016/j.abrep.2020.100257 · Cited by 129 · see citing works
Rozgonjuk, D., & Elhai, J. D. (2019) · Current Psychology · doi:10.1007/s12144-019-00271-4 · Cited by 130 · see citing works
Self-citationRozgonjuk, D., Elhai, J. D., Täht, K., Vassil, K., Levine, J. C., & Asmundson, G. J. G. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2019.02.013 · Cited by 119 · see citing works
Self-citationHealth Risks of Mobile Phone Addiction Among College Students in China
Mei, S., Hu, Y., Xiao-gang, W., Cao, R., Kong, Y., Zhang, L., Lin, X., liu, Q., Hu, Y., & Li, L. (2022) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-021-00744-3 · Cited by 114 · see citing works
Elhai, J. D., Rozgonjuk, D., Yildirim, C., AlGhraibeh, A. M. A., & Alafnan, A. A. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.12.047 · Cited by 116 · see citing works
Self-citationA new agenda for personality psychology in the digital age?
Montag, C., & Elhai, J. D. (2019) · Personality and Individual Differences · doi:10.1016/j.paid.2019.03.045 · Cited by 118 · see citing works
Self-citationHodes, L. N., & Thomas, K. G. F. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106616 · Cited by 117 · see citing works
Elhai, J. D., Yang, H., & Montag, C. (2019) · Current Addiction Reports · doi:10.1007/s40429-019-00260-4 · Cited by 106 · see citing works
Self-citationScott, H., & Woods, H. C. (2019) · Current Sleep Medicine Reports · doi:10.1007/s40675-019-00148-9 · Cited by 105 · see citing works
Regan, T., Harris, B., Loon, M. V., Nanavaty, N., Schueler, J., Engler, S., & Fields, S. A. (2020) · Addictive Behaviors · doi:10.1016/j.addbeh.2020.106435 · Cited by 105 · see citing works
Elhai, J. D., Yang, H., Rozgonjuk, D., & Montag, C. (2019) · Addictive Behaviors · doi:10.1016/j.addbeh.2019.106261 · Cited by 110 · see citing works
Self-citationJacobson, N. C., & Bhattacharya, S. (2022) · Behaviour Research and Therapy · doi:10.1016/j.brat.2021.104013 · Cited by 92 · see citing works
Rozgonjuk, D., Sindermann, C., Elhai, J. D., & Montag, C. (2020) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2020.0156 · Cited by 89 · see citing works
Self-citationMontag, C., Sindermann, C., & Baumeister, H. (2020) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2020.03.013 · Cited by 86 · see citing works
Hedonic use, stress, and life satisfaction as predictors of smartphone addiction
Vujić, A., & Szabó, A. (2022) · Addictive Behaviors Reports · doi:10.1016/j.abrep.2022.100411 · Cited by 90 · see citing works
Yang, H., Wang, J. J., Tng, G. Y. Q., & Yang, S. (2020) · Children · doi:10.3390/children7090148 · Cited by 81 · see citing works
“However, this is less likely since the ligature suggests that smartphone use is habitual and generally time invariant [67,68] and thereby does not significantly change in accordance with life events.”
BackgroundAsare, K. O., Moshe, I., Terhorst, Y., Vega, J., Hosio, S. J., Baumeister, H., Pulkki-Råbäck, L., & Ferreira, D. (2022) · Pervasive and Mobile Computing · doi:10.1016/j.pmcj.2022.101621 · Cited by 82 · see citing works
Effects of smartphone overuse on headache, sleep and quality of life in migraine patients
Demir, Y. P., & Sümer, M. M. (2019) · Neurosciences · doi:10.17712/nsj.2019.2.20180037 · Cited by 80 · see citing works
Yao, N., Chen, J., Huang, S., Montag, C., & Elhai, J. D. (2023) · Computers in Human Behavior · doi:10.1016/j.chb.2023.107751 · Cited by 85 · see citing works
Self-citationLoid, K., Täht, K., & Rozgonjuk, D. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2019.08.007 · Cited by 76 · see citing works
Self-citationAnnoni, A. M., Petrocchi, S., Camerini, A.-L., & Marciano, L. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18052452 · Cited by 75 · see citing works
Elhai, J., Yang, H.-B., Dempsey, A. E., & Montag, C. (2020) · Psychiatry Research · doi:10.1016/j.psychres.2020.112845 · Cited by 69 · see citing works
Self-citationScreen time and physical activity in children and adolescents aged 10–15 years
Dahlgren, A., Sjöblom, L., Eke, H., Bonn, S., & Lagerros, Y. T. (2021) · PLoS ONE · doi:10.1371/journal.pone.0254255 · Cited by 79 · see citing works
Jones-Jang, S. M., Heo, Y., McKeever, R., Kim, J.-H., Moscowitz, L. M., & Moscowitz, D. (2020) · Journal of Computer-Mediated Communication · doi:10.1093/jcmc/zmaa009 · Cited by 73 · see citing works
Rozgonjuk, D., Schivinski, B., Pontes, H. M., & Montag, C. (2021) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-021-00590-3 · Cited by 69 · see citing works
Self-citationSewall, C. J. R., Goldstein, T. R., Wright, A. G. C., & Rosen, D. (2022) · Clinical Psychological Science · doi:10.1177/21677026221078309 · Cited by 64 · see citing works
Song, Y., Sznajder, K. K., Cui, C., Yang, Y., Li, Y., & Yang, X. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.09.095 · Cited by 67 · see citing works
Li, X., & Hao, C. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.00598 · Cited by 64 · see citing works
Horwood, S., Anglim, J., & Mallawaarachchi, S. R. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2021.106848 · Cited by 63 · see citing works
Harris, B., McCredie, M., & Fields, S. (2020) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2020.100011 · Cited by 62 · see citing works
Quantifying smartphone ‘use’: Choice of measurement impacts relationships between ‘usage’ and health
Shaw, H., Ellis, D. A., Geyer, K., Davidson, B. I., Ziegler, F. V., & Smith, A. (2020) · doi:10.31234/osf.io/mpxra · Cited by 59 · see citing works
Gentina, É., & Rowe, F. (2020) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2020.102134 · Cited by 62 · see citing works
Mental Health, Smartphone Use Type, and Screen Time Among Adolescents in South Korea
Woo, K. S., Bong, S. H., Choi, T. Y., & Kim, J. W. (2021) · Psychology Research and Behavior Management · doi:10.2147/prbm.s324235 · Cited by 66 · see citing works
Hao, Z., Jin, L., Huang, J., & Wu, H. Z. (2022) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2022.03.019 · Cited by 61 · see citing works
Wang, A., Wang, Z., Ya, Z., & Shi, X. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.877277 · Cited by 63 · see citing works
Parent, N. (2023) · Human Development · doi:10.1159/000529449 · Cited by 66 · see citing works
Fuzzy constructs in technology usage scales
Davidson, B. I., Shaw, H., & Ellis, D. A. (2022) · Computers in Human Behavior · doi:10.1016/j.chb.2022.107206 · Cited by 37 · see citing works
Rozgonjuk, D., Pruunsild, P., Jürimäe, K., Schwarz, R.-J., & Aru, J. (2020) · Mobile Media & Communication · doi:10.1177/2050157920910190 · Cited by 56 · see citing works
Self-citationWang, Y., Yang, H., Montag, C., & Elhai, J. D. (2020) · Current Psychology · doi:10.1007/s12144-020-01052-0 · Cited by 59 · see citing works
Self-citationElhai, J. D., Rozgonjuk, D., Alghraibeh, A. M., & Yang, H. (2021) · Social Science Computer Review · doi:10.1177/0894439319858008 · Cited by 72 · see citing works
Self-citationSmartphone Addiction and Social Support: A Three-year Longitudinal Study
Herrero, J., Torres, A., Vivas, P., & Urueña, A. (2019) · Psychosocial Intervention · doi:10.5093/pi2019a6 · Cited by 55 · see citing works
Karaköse, T., Yıldırım, B., Tülübaş, T., & Kardas, A. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1126815 · Cited by 62 · see citing works
Digital Phenotyping and Feature Extraction on Smartphone Data for Depression Detection
Yang, M., Ngai, E. C. ‐., Hu, X., Hu, B., Liu, J., Erol Gelenbe, A., & Leung, V. C. M. (2024) · Proceedings of the IEEE · doi:10.1109/jproc.2025.3542324 · Cited by 54 · see citing works
Zhang, C., Li, G., Fan, Z., Tang, X., & Zhang, F. (2021) · Psychology Research and Behavior Management · doi:10.2147/prbm.s304635 · Cited by 55 · see citing works
Johannes, N., Nguyen, T.-V. T., Weinstein, N., & Przybylski, A. K. (2021) · Technology Mind and Behavior · doi:10.1037/tmb0000035 · Cited by 53 · see citing works
Correa-Iriarte, S., Hidalgo-Fuentes, S., & Vilar, M. M. (2023) · Behavioral Sciences · doi:10.3390/bs13100839 · Cited by 56 · see citing works
Arrivillaga, C., Rey, L., & Extremera, N. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.09.021 · Cited by 54 · see citing works
Loneliness unlocked: Associations with smartphone use and personality.
MacDonald, K., & Schermer, J. (2021) · Acta Psychologica · doi:10.1016/j.actpsy.2021.103454 · Cited by 47 · see citing works
Digital Intervention for Problematic Smartphone Use
Kent, S. C., Masterson, C., Ali, R., Parsons, C. E., & Bewick, B. M. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182413165 · Cited by 50 · see citing works
Nawaz, S. (2023) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2023.100327 · Cited by 53 · see citing works
Li, L., Niu, Z., Griffiths, M. D., Wang, W., Chang, C. M., & Mei, S. (2021) · Technology in Society · doi:10.1016/j.techsoc.2021.101740 · Cited by 51 · see citing works
Elhai, J. D., Sapci, O., Yang, H., Amialchuk, A., Rozgonjuk, D., & Montag, C. (2021) · Human Behavior and Emerging Technologies · doi:10.1002/hbe2.254 · Cited by 49 · see citing works
Self-citationMontag, C., & Rumpf, H.-J. (2021) · Current Addiction Reports · doi:10.1007/s40429-021-00376-6 · Cited by 44 · see citing works
Elhai, J. D. (2019) · Dusunen Adam The Journal of Psychiatry and Neurological Sciences · doi:10.14744/dajpns.2019.00001 · Cited by 54 · see citing works
Self-citationNawaz, S. (2024) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2024.100424 · Cited by 49 · see citing works
Rosenthal, S. R., Zhou, J., & Booth, S. T. (2021) · Human Behavior and Emerging Technologies · doi:10.1002/hbe2.256 · Cited by 45 · see citing works
Arora, A., Chakraborty, P., & Bhatia, M. P. S. (2021) · Studies in systems, decision and control · doi:10.1007/978-3-030-67716-9_13 · Cited by 44 · see citing works
Ehrenreich, S. E., George, M. J., Burnell, K., & Underwood, M. K. (2021) · Journal of Research on Adolescence · doi:10.1111/jora.12643 · Cited by 53 · see citing works
Wei, X., Ren, L., Jiang, H., Liu, C., Wang, H., Geng, J., Gao, T., Wang, J., & Lei, L. (2022) · Computers in Human Behavior · doi:10.1016/j.chb.2022.107602 · Cited by 44 · see citing works
Khan, A., McLeod, G., Hidajat, T. J., & Edwards, E. J. (2023) · Journal of Medical Systems · doi:10.1007/s10916-023-02005-3 · Cited by 56 · see citing works
Gugushvili, N., Täht, K., Rozgonjuk, D., Raudlam, M., Ruiter, R. A. C., & Verduyn, P. (2020) · Cyberpsychology Journal of Psychosocial Research on Cyberspace · doi:10.5817/cp2020-2-3 · Cited by 54 · see citing works
Self-citationBig five personality traits and problematic mobile phone use: A meta-analytic review
Gao, L., Zhai, S., Xie, H., Liu, Q., Niu, G., & Zhou, Z. (2020) · Current Psychology · doi:10.1007/s12144-020-00817-x · Cited by 43 · see citing works
True colors: Grayscale setting reduces screen time in college students
Holte, A. J., & Ferraro, F. R. (2023) · The Social Science Journal · doi:10.1080/03623319.2020.1737461 · Cited by 38 · see citing works
Toward an integrated framework for examining the addictive use of smartphones among young adults
Tan, C. N.-L. (2023) · Asian Journal of Social Health and Behavior · doi:10.4103/shb.shb_206_23 · Cited by 40 · see citing works
de Hesselle, L. C., & Montag, C. (2024) · BMC Psychology · doi:10.1186/s40359-024-01611-1 · Cited by 46 · see citing works
Li, S., Feng, N., & Cui, L. (2024) · Addictive Behaviors · doi:10.1016/j.addbeh.2024.108026 · Cited by 41 · see citing works
Bilal, A.-M., Fransson, E., Bränn, E., Eriksson, A., Zhong, M., Gidén, K., Elofsson, U. O. E., Axfors, C., Skalkidou, A., & Papadopoulos, F. C. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-059033 · Cited by 34 · see citing works
Ballarotto, G., Volpi, B., & Tambelli, R. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18083965 · Cited by 38 · see citing works
Chen, X., Hedman, A., Distler, V., & Koenig, V. (2023) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2023.100299 · Cited by 43 · see citing works
Zhao, C., Ding, H., Du, M., Yu, Y., Chen, J. H., Wu, A. M. S., Wang, D. B., Du, M., Chen, Y., Luo, Q., et al. (2024) · Journal of Youth and Adolescence · doi:10.1007/s10964-024-01974-z · Cited by 36 · see citing works
Gao, L., Yang, C., Yang, X., Chu, X., Liu, Q., & Zhou, Z. (2021) · Asian Journal Of Social Psychology · doi:10.1111/ajsp.12471 · Cited by 33 · see citing works
Zhou, D., Liu, J., Wang, T., Liu, J., & Li, G. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2021.107171 · Cited by 36 · see citing works
Yang, X., Ma, H., Zhang, L., Xue, J., & Hu, P. (2023) · Behavioral Sciences · doi:10.3390/bs13090769 · Cited by 36 · see citing works
Yang, X.-H., Jiang, P., & Zhu, L. (2023) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2022.12.017 · Cited by 30 · see citing works
Dissing, A. S., Andersen, T. O., Jensen, A. K., Lund, R., & Rod, N. H. (2022) · Scientific Reports · doi:10.1038/s41598-022-10116-z · Cited by 30 · see citing works
Excessive reassurance seeking mediates relations between rumination and problematic smartphone use
Elhai, J. D., Rozgonjuk, D., Alghraibeh, A. M., Levine, J. C., Alafnan, A. A., Aldraiweesh, A. A., Aljomaa, S. S., & Hall, B. J. (2020) · Bulletin of the Menninger Clinic · doi:10.1521/bumc_2020_84_07 · Cited by 35 · see citing works
Self-citationBeames, J. R., Han, J., Shvetcov, A., Zheng, W. Y., Slade, A., Dabash, O., Rosenberg, J., O’Dea, B., Kasthurirathne, S. N., Hoon, L., et al. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e35472 · Cited by 34 · see citing works
Pearson, B. A. D., Young, C. M., Shank, F., & Neighbors, C. (2021) · Journal of American College Health · doi:10.1080/07448481.2021.1910274 · Cited by 30 · see citing works
The impact of nomophobia and smartphone presence on fluid intelligence and attention
Schwaiger, E., & Tahir, R. (2022) · Cyberpsychology Journal of Psychosocial Research on Cyberspace · doi:10.5817/cp2022-1-5 · Cited by 36 · see citing works
Network structure of mobile phone addiction and anxiety symptoms among rural Chinese adolescents
Wang, J., Luo, Y., Yan, N., Wang, Y., Shiferaw, B. D., Tang, J., Pei, Y., Chen, Q., Zhu, Y., & Wang, W. (2023) · BMC Psychiatry · doi:10.1186/s12888-023-04971-x · Cited by 29 · see citing works
- Authors
- Rozgonjuk, D., Levine, J. C., Hall, B. J., & Elhai, J. D.
- Affiliations
- University of Tartu (EE)
- University of Toledo (US)
- Johns Hopkins University (US)
- Corresponding author
- Rozgonjuk, Dmitri
- Hall, Brian J.
- Venue
- Computers in Human Behavior
- Publisher
- Elsevier BV
- Published
- 2018-10
- Volume
- 87
- Pages
- 10-17
- ISSN
- 0747-5632 (ISSN-L)
- OpenAlex
- W2803663223
- Cited by
- 327
- References
- 44
- Citations by year
- 2026: 28 · 2025: 38 · 2024: 43 · 2023: 42 · 2022: 40 · 2021: 56 · 2020: 47 · 2019: 28 · 2018: 5
- FWCI
- 77.38
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Computers in Human Behavior (publishedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Education › Child Development and Digital Technology
- Social Sciences › Psychology › Clinical Psychology › Sexuality, Behavior, and Technology
- Keywords
- smartphone addiction, depression, anxiety, screen time, university students, latent growth curve models
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