Effects of smartphone addiction on sleep quality among Chinese university students: The mediating role of self-regulation and bedtime procrastination
Abstract
The steep rise of smartphone use has raised public concerns about smartphone addiction and its associated negative health consequences, such as poor sleep quality; however, limited research has examined the psychological mechanisms underlying these associations. The current study tested the effects of smartphone addiction on poor sleep quality, through self-regulation and bedtime procrastination, among 427 Chinese undergraduate students, aged 18 or older (M = 19.36; female = 66%), who voluntarily completed an anonymous online questionnaire. The results showed that 1/3 of participants reported poor subjective sleep quality. Smartphone addiction and bedtime procrastination had a significant positive relationship, whereas self-regulation had a significant negative association, with poor sleep quality (which was assessed by sleep latency, sleep duration, and subjective sleep quality). Despite its nonsignificant direct effects, the indirect effects of smartphone addiction, via both self-regulation and bedtime procrastination, on the three indicators of poor sleep quality were statistically significant. The findings have supported the premise that both bedtime procrastination and poor self-regulation are risk-enhancing mediators on the association between smartphone addiction on poor sleep quality. Therefore, they should be considered in intervention programs (e.g., self-regulation skill training) to reduce smartphone addiction and improve sleep quality and physical wellbeing among…
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?
En estudiantes de pregrado en China, la procrastinación a la hora de dormir y la mala autorregulación son mediadores que aumentan el riesgo en la asociación entre la adicción a los teléfonos inteligentes y la mala calidad del sueño.
“los autores encontraron que tanto la procrastinación a la hora de dormir y la mala autorregulación son mediadores que aumentan el riesgo en la asociación entre la adicción a los teléfonos inteligentes y la mala calidad del sueño.”
From Uso de redes sociales y procrastinación en estudiantes universitarios: una revisión sistemática (2023) · cites this paper as Zhang y Wu (2020)
Cites
(2013) · Cited by 44,563 · see citing works
Herne, H., Cooley, W. W., & Lohnes, P. R. (1973) · Journal of the Royal Statistical Society Series A (General) · doi:10.2307/2344428 · Cited by 35,801 · see citing works
The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research
Buysse, D. J., Reynolds, C. F., Monk, T. H., Berman, S. R., & Kupfer, D. J. (1989) · Psychiatry Research · doi:10.1016/0165-1781(89)90047-4 · Cited by 35,234 · see citing works
Qu, X. (2007) · Technometrics · doi:10.1198/tech.2007.s455 · Cited by 14,758 · see citing works
National Sleep Foundation's sleep time duration recommendations: methodology and results summary.
Hirshkowitz, M., Whiton, K., Albert, S. M., Alessi, C., Bruni, O., DonCarlos, L., Hazen, N., Herman, J., Katz, E. S., Kheirandish-Gozal, L., et al. (2015) · Sleep Health · doi:10.1016/j.sleh.2014.12.010 · Cited by 4,404 · see citing works
Steel, P. (2007) · Psychological bulletin · doi:10.1037/0033-2909.133.1.65 · Cited by 3,417 · see citing works
Dysfunction of the prefrontal cortex in addiction: neuroimaging findings and clinical implications
Goldstein, R. Z., & Volkow, N. D. (2011) · Nature Reviews Neuroscience · doi:10.1038/nrn3119 · Cited by 2,749 · see citing works
Neurobiologic advances from the brain disease model of addiction
Volkow, N. D., Koob, G. F., & McLellan, A. T. (2016) · New England Journal of Medicine · doi:10.1056/nejmra1511480 · Cited by 2,008 · 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
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
Electronic media use and sleep in school-aged children and adolescents: A review
Cain, N., & Gradisar, M. (2010) · Sleep Medicine · doi:10.1016/j.sleep.2010.02.006 · Cited by 1,376 · see citing works
Thomée, S., Härenstam, A., & Hagberg, M. (2011) · BMC Public Health · doi:10.1186/1471-2458-11-66 · Cited by 1,269 · see citing works
Cognitive neuroscience of self-regulation failure
Heatherton, T. F., & Wagner, D. D. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.12.005 · Cited by 1,033 · 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
Sohn, S. Y., Rees, P., Wildridge, B., Kalk, N. J., & Carter, B. (2019) · BMC Psychiatry · doi:10.1186/s12888-019-2350-x · Cited by 838 · see citing works
Bian, M., & Leung, L. (2015) · Social Science Computer Review · doi:10.1177/0894439314528779 · Cited by 669 · see citing works
Development and validation of the Smartphone Addiction Inventory (SPAI)
Lin, Y.-H., Chang, L.-R., Lee, Y.-H., Tseng, H.-W., Kuo, T. B. J., & Chen, S.-H. (2014) · PLoS ONE · doi:10.1371/journal.pone.0098312 · Cited by 611 · see citing works
The role of impulsivity in actual and problematic use of the mobile phone
Billieux, J., Van der Linden, M., & Rochat, L. (2008) · Applied Cognitive Psychology · doi:10.1002/acp.1429 · Cited by 604 · see citing works
Addiction circuitry in the human brain
Volkow, N. D., Wang, G.-J., Fowler, J. S., & Tomasi, D. (2012) · Annual Review of Pharmacology and Toxicology · doi:10.1146/annurev-pharmtox-010611-134625 · Cited by 592 · see citing works
A neurocognitive approach to understanding the neurobiology of addiction
Noël, X., Brevers, D., & Bechara, A. (2013) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2013.01.018 · Cited by 436 · see citing works
Bedtime procrastination: introducing a new area of procrastination
Kroese, F. M., De Ridder, D. T. D., Evers, C., & Adriaanse, M. A. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00611 · Cited by 404 · see citing works
Long, J., Liu, T.-Q., Liao, Y.-H., Qi, C., He, H.-Y., Chen, S.-B., & Billieux, J. (2016) · BMC Psychiatry · doi:10.1186/s12888-016-1083-3 · Cited by 384 · see citing works
Hawi, N. S., & Samaha, M. (2016) · Computers & Education · doi:10.1016/j.compedu.2016.03.007 · Cited by 360 · see citing works
A psychometric analysis of the self-regulation questionnaire
Carey, K. B., Neal, D. J., & Collins, S. E. (2004) · Addictive Behaviors · doi:10.1016/j.addbeh.2003.08.001 · Cited by 357 · see citing works
Chen, L., Yan, Z., Tang, W., Yang, F., Xie, X., & He, J. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2015.10.030 · Cited by 334 · see citing works
Huber, R., Treyer, V., Borbély, A. A., Schuderer, J., Gottselig, J. M., Landolt, H., Werth, E., Berthold, T., Kuster, N., Buck, A., et al. (2002) · Journal of Sleep Research · doi:10.1046/j.1365-2869.2002.00314.x · Cited by 333 · see citing works
(1998) · Springer eBooks · doi:10.1007/978-1-4899-1934-2 · Cited by 311 · see citing works
Proposed Diagnostic Criteria for Smartphone Addiction
Lin, Y.-H., Chiang, C.-L., Lin, P.-H., Chang, L.-R., Ko, C.-H., Lee, Y.-H., & Lin, S.-H. (2016) · PLOS ONE · doi:10.1371/journal.pone.0163010 · Cited by 303 · see citing works
Dong, G., Lu, Q., Zhou, H., & Zhao, X. (2010) · Neuroscience Letters · doi:10.1016/j.neulet.2010.09.002 · Cited by 296 · see citing works
Ding, W.-N., Sun, J.-H., Sun, Y.-W., Chen, X., Zhou, Y., Zhuang, Z.-G., Li, L., Zhang, Y., Xu, J.-R., & Du, Y.-S. (2014) · Behavioral and Brain Functions · doi:10.1186/1744-9081-10-20 · Cited by 294 · see citing works
CHEUNG, L. M., & Wong, W. S. (2010) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2010.00883.x · Cited by 284 · see citing works
Mobile phone addiction and sleep quality among Chinese adolescents: A moderated mediation model
Liu, Q.-Q., Zhou, Z.-K., Yang, X.-J., Kong, F.-C., Niu, G.-F., & Fan, C.-Y. (2017) · Computers in Human Behavior · doi:10.1016/j.chb.2017.02.042 · Cited by 278 · see citing works
Kroese, F. M., Evers, C., Adriaanse, M. A., & de Ridder, D. T. D. (2014) · Journal of Health Psychology · doi:10.1177/1359105314540014 · Cited by 277 · see citing works
Smartphone usage and increased risk of mobile phone addiction: A concurrent study
Parasuraman, S., Sam, A., Yee, S. K., Chuon, B. C., & Ren, L. (2017) · International Journal of Pharmaceutical Investigation · doi:10.4103/jphi.jphi_56_17 · Cited by 260 · see citing works
Yang, Z., Asbury, K., & Griffiths, M. D. (2019) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-018-9961-1 · Cited by 241 · see citing works
Kim, E., & Koh, E. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.02.037 · Cited by 230 · see citing works
Xie, Y., Szeto, G. P. Y., Dai, J., & Madeleine, P. (2015) · Ergonomics · doi:10.1080/00140139.2015.1056237 · Cited by 218 · see citing works
Addiction and the Brain: Development, Not Disease
Lewis, M. D. (2017) · Neuroethics · doi:10.1007/s12152-016-9293-4 · Cited by 202 · see citing works
Does Smartphone Addiction Fall on a Continuum of Addictive Behaviors?
Yu, S., & Sussman, S. Y. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17020422 · Cited by 195 · see citing works
A follow-up psychometric analysis of the self-regulation questionnaire.
Neal, D., & Carey, K. (2005) · Psychology of Addictive Behaviors · doi:10.1037/0893-164x.19.4.414 · Cited by 191 · see citing works
Stages of dysfunctional decision-making in addiction
Verdejo‐García, A., Chong, T. T. ‐., Stout, J. C., Yücel, M., & London, E. D. (2017) · Pharmacology Biochemistry and Behavior · doi:10.1016/j.pbb.2017.02.003 · Cited by 185 · see citing works
Rozgonjuk, D., Kattago, M., & Täht, K. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.08.003 · Cited by 176 · see citing works
The effect of electromagnetic fields emitted by mobile phones on human sleep
Loughran, S., Wood, A., Barton, J. M., Croft, R. J., Thompson, B., & Stough, C. K. K. (2005) · Neuroreport · doi:10.1097/01.wnr.0000186593.79705.3c · Cited by 169 · see citing works
de Ruiter, M. B., Oosterlaan, J., Veltman, D. J., van den Brink, W., & Goudriaan, A. E. (2011) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2011.08.010 · Cited by 160 · see citing works
Internet addiction and procrastination among Chinese young adults: A moderated mediation model
Geng, J., Han, L., Gao, F., Jou, M., & Huang, C.-C. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.03.013 · Cited by 160 · see citing works
Lam, L. T.-M. (2014) · Current Psychiatry Reports · doi:10.1007/s11920-014-0508-2 · Cited by 158 · see citing works
Chen, J., Liang, Y.-S., Mai, C., Zhong, X., & Qu, C. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.00511 · Cited by 139 · see citing works
Self-Regulation and the Addictive Behaviors
Brown, J. M. (1998) · Springer eBooks · doi:10.1007/978-1-4899-1934-2_5 · Cited by 139 · see citing works
Prevalence of smart phone addiction, sleep quality and associated behaviour problems in adolescents
Soni, R., Upadhyay, R., & Jain, M. (2017) · International Journal of Research in Medical Sciences · doi:10.18203/2320-6012.ijrms20170142 · Cited by 137 · see citing works
Sleep quality as a mediator of problematic smartphone use and clinical health symptoms
Xie, X., Dong, Y. H., & Wang, J. (2018) · Journal of Behavioral Addictions · doi:10.1556/2006.7.2018.40 · Cited by 136 · see citing works
Hinsch, C., & Sheldon, K. M. (2013) · Journal of Consumer Behaviour · doi:10.1002/cb.1453 · Cited by 135 · see citing works
Tao, S., Wu, X., Zhang, Y., Zhang, S., Tong, S., & Tao, F. (2017) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph14020185 · Cited by 125 · see citing works
Using Mental Imagery to Deliver Self-Regulation Techniques to Improve Sleep Behaviors
Loft, M., & Cameron, L. D. (2013) · Annals of Behavioral Medicine · doi:10.1007/s12160-013-9503-9 · Cited by 123 · see citing works
Smartphone addiction risk and daytime sleepiness in Korean adolescents
Chung, J. E., Choi, S. A., Kim, K. T., Yee, J., Kim, J. H., Seong, J. W., Seong, J. M., Kim, J. Y., Lee, K. E., & Gwak, H. S. (2018) · Journal of Paediatrics and Child Health · doi:10.1111/jpc.13901 · Cited by 96 · see citing works
Cell phone addiction and psychological and physiological health in adolescents
Shoukat, S. (2019) · EXCLI journal · doi:10.17179/excli2018-2006 · Cited by 95 · see citing works
Development of short-form and screening cutoff point of the Smartphone Addiction Inventory (SPAI-SF)
Lin, Y., Pan, Y., Lin, S., & Chen, S. (2016) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.1525 · Cited by 94 · see citing works
Exelmans, L., & Van den Bulck, J. (2021) · Communication Research · doi:10.1177/0093650216686877 · Cited by 88 · see citing works
Grant, J. E., & Chamberlain, S. R. (2013) · American Journal on Addictions · doi:10.1111/ajad.12112 · Cited by 78 · see citing works
Kwan, H. C., & Leung, M. T. (2017) · IAFOR Journal of Psychology & the Behavioral Sciences · doi:10.22492/ijpbs.3.1.06 · Cited by 73 · see citing works
How is problematic smartphone use related to adolescent depression? A moderated mediation analysis
Wang, P., Liu, S., Zhao, M., Yang, X., Zhang, G., Chu, X., Wang, X., Zeng, P., & Lei, L. (2019) · Children and Youth Services Review · doi:10.1016/j.childyouth.2019.104384 · Cited by 67 · see citing works
Gao, L., Zhang, J., Xie, H.-P., Nie, Y.-F., Zhao, Q.-B., & Zhou, Z. (2020) · Addictive Behaviours · doi:10.1016/j.addbeh.2020.106363 · Cited by 65 · see citing works
Longitudinal associations between self-regulation and health across childhood and adolescence.
Bub, K. L., Robinson, L. E., & Curtis, D. S. (2016) · Health Psychology · doi:10.1037/hea0000401 · Cited by 64 · see citing works
Peltz, J. S., Rogge, R. D., & O’Connor, T. G. (2018) · Journal of Family Psychology · doi:10.1037/fam0000491 · Cited by 48 · see citing works
The role of self-regulation in predicting sleep hygiene in university students
Todd, J., & Mullan, B. A. (2012) · Psychology Health & Medicine · doi:10.1080/13548506.2012.701756 · Cited by 44 · see citing works
The Influence of Mobile Phone Addiction on Procrastination: A Moderated Mediating Model
Liu, L. Q., Min, G., Yue, S. T., & Cheng, L. S. (2018) · Journal of Ergonomics · doi:10.4172/2165-7556.1000232 · Cited by 15 · see citing works
Wang, Y., & Zhang, Y. (2015) · Zhongguo xinli weisheng zazhi · Cited by 11 · see citing works
Flagged first, then by citations
1 of the 67 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Li, Y., Li, G., Liu, L., & Wu, H. L. (2020) · Journal of Behavioral Addictions · doi:10.1556/2006.2020.00057 · Cited by 334 · see citing works
Smartphone Addiction and Associated Health Outcomes in Adult Populations: A Systematic Review
Ratan, Z. A., Parrish, A., Zaman, S. B., Alotaibi, M. S., & Hosseinzadeh, H. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182212257 · Cited by 322 · 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
Cui, G., Yin, Y., Li, S., Chen, L., Liu, X., Tang, K., & Li, Y. (2021) · BMC Psychiatry · doi:10.1186/s12888-021-03451-4 · Cited by 171 · see citing works
Alotaibi, M., Fox, M., Coman, R., Ratan, Z., & Hosseinzadeh, H. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19063710 · Cited by 144 · see citing works
Zhang, X., Gao, F., Kang, Z., Zhou, H., Zhang, J., Li, J., Yan, J. H., Wang, J., Liu, H., Wu, Q., et al. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.760387 · Cited by 134 · see citing works
Hill, V. M., Rebar, A. L., Ferguson, S. A., Shriane, A. E., & Vincent, G. E. (2022) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2022.101697 · Cited by 113 · see citing works
Electronic Media Use and Sleep Quality: Updated Systematic Review and Meta-Analysis
Han, X., Zhou, E., & Liu, D. (2024) · Journal of Medical Internet Research · doi:10.2196/48356 · Cited by 103 · see citing works
Bauducco, S., Pillion, M., Bartel, K., Reynolds, C., Kahn, M., & Gradisar, M. (2024) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2024.101933 · Cited by 102 · see citing works
Servidio, R. C. (2021) · Current Psychology · doi:10.1007/s12144-020-01341-8 · Cited by 94 · see citing works
Zhou, H., Dang, L., Lam, L. W., Zhang, M. X., & Wu, A. M. S. (2021) · Addictive Behaviors · doi:10.1016/j.addbeh.2021.106978 · Cited by 88 · see citing works
Self-citationAchangwa, C., Ryu, H. S., Lee, J. K., & Jang, J.-D. (2022) · Healthcare · doi:10.3390/healthcare11010014 · Cited by 78 · see citing works
Albursan, I. S., Al. Qudah, M. F., Al-Barashdi, H. S., Bakhiet, S. F., Darandari, E., Al-Asqah, S. S., Hammad, H. I., Al-Khadher, M. M., Qara, S., Al-Mutairy, S. H., et al. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph191610439 · Cited by 75 · see citing works
Wang, J., Hao, Q.-H., Peng, W., Tu, Y., Zhang, L., & Zhu, T.-M. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1111477 · Cited by 74 · see citing works
Ratan, Z. A., Parrish, A., Alotaibi, M. S., & Hosseinzadeh, H. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192416583 · Cited by 70 · 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
“Leave your smartphone out of bed”: quantitative analysis of smartphone use effect on sleep quality
Kheirinejad, S., Visuri, A., Ferreira, D., & Hosio, S. J. (2022) · Personal and Ubiquitous Computing · doi:10.1007/s00779-022-01694-w · Cited by 67 · see citing works
Hong, W., Liu, R., Ding, Y., Jiang, S., Yang, X., & Sheng, X. (2021) · Addictive Behaviors · doi:10.1016/j.addbeh.2021.106993 · Cited by 64 · see citing works
Paudel, K., Adhikari, T. B., Khanal, P., Bhatta, R., Paudel, R., Bhusal, S., & Basel, P. L. (2022) · PLOS Global Public Health · doi:10.1371/journal.pgph.0000012 · Cited by 64 · see citing works
Prevalence of smartphone addiction and its correlates in a sample of Egyptian university students
Okasha, T. A., Saad, A. E., Ibrahim, I., ElHabiby, M. M., Khalil, S. A., & Morsy, M. H. A. (2021) · International Journal of Social Psychiatry · doi:10.1177/00207640211042917 · Cited by 63 · see citing works
An updated of meta-analysis on the relationship between mobile phone addiction and sleep disorder
Zhang, J., Zhang, X., Zhang, K., Lu, X., Yuan, G., Yang, H., Guo, H., Zhu, Z., Wang, T., Hao, J., et al. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.02.008 · Cited by 63 · see citing works
Zhu, Y., Huang, J., & Yang, M. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20010197 · Cited by 60 · see citing works
Almarzouki, A. F., Mandili, R. L., Salloom, J., Kamal, L. K., Alharthi, O. H., Alharthi, S., Khayyat, N., & Baglagel, A. M. (2022) · Brain Sciences · doi:10.3390/brainsci12111525 · Cited by 60 · see citing works
Chen, G., & Lyu, C. (2024) · Personality and Individual Differences · doi:10.1016/j.paid.2024.112652 · Cited by 58 · 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
Zhao, Z., & Kou, Y. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1287735 · Cited by 56 · see citing works
Addiction Symptom Network of Young Internet Users: Network Analysis
Lü, J., Zhang, Q., Zhong, N., Chen, J., Zhai, Y., Guo, L., Lu, C.-L., Chen, T., Jiang, Z.-L., & Zheng, H. (2022) · Journal of Medical Internet Research · doi:10.2196/38984 · Cited by 53 · see citing works
Huang, T., Liu, Y., Tan, T. C., Wang, D., Zheng, K., & Liu, W. (2023) · BMC Public Health · doi:10.1186/s12889-023-16061-4 · Cited by 52 · see citing works
Mao, B., Chen, S., Wei, M., Luo, Y., & Liu, Y. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph191610334 · Cited by 50 · see citing works
Zhan, Z., Wei, Q., & Hong, J.-C. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2021.106790 · Cited by 49 · see citing works
Servidio, R. C., Griffiths, M. D., & Demetrovics, Z. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18168463 · Cited by 49 · see citing works
Abdelaliem, S. M. F., Dator, W. L., & Sankarapandian, C. (2022) · Healthcare · doi:10.3390/healthcare11010110 · Cited by 49 · see citing works
Relationship between insecure attachment and mobile phone addiction: A meta-analysis
Zhang, Y., Ding, Y., Huang, H., Peng, Q., Wan, X., Lu, G., & Chen, C. (2022) · Addictive Behaviors · doi:10.1016/j.addbeh.2022.107317 · Cited by 48 · see citing works
Zhou, H., Xiao, W., Li, X., & Jiang, H. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.04.051 · Cited by 48 · see citing works
Hamvai, C., Kiss, H., Vörös, H., Fitzpatrick, K. M., Vargha, A., & Piko, B. F. (2023) · BMC Medical Education · doi:10.1186/s12909-023-04522-8 · Cited by 47 · see citing works
Zwilling, M. (2022) · Sustainability · doi:10.3390/su14063229 · Cited by 46 · see citing works
Zeng, M., Chen, S., Zhou, X., Zhang, J., Chen, X., & Sun, J. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1000109 · Cited by 45 · see citing works
The correlation between mobile phone addiction and procrastination in students: A meta-analysis
Zhou, X., Yang, F., Chen, Y., & Gao, Y. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.11.020 · Cited by 45 · see citing works
Meng, S., Zhang, Y., Tang, L., Zhang, M., Tang, W., Onyebuchi, N., Han, Y., Han, S., Li, B., Tong, W., et al. (2024) · BMC Psychology · doi:10.1186/s40359-024-01899-z · Cited by 44 · see citing works
Self-citationZhang, M. X., Zhou, H., Yang, H. M., & Wu, A. M. S. (2021) · Current Psychology · doi:10.1007/s12144-021-01863-9 · Cited by 44 · see citing works
Self-citationTao, Y., Tang, Q., Wang, S., Zou, X., Ma, Z., Zhang, L., Liu, G., & Liu, X. (2024) · Journal of Behavioral Addictions · doi:10.1556/2006.2023.00081 · Cited by 41 · see citing works
Zhang, M. X., & Wu, A. M. S. (2022) · Computers in Human Behavior · doi:10.1016/j.chb.2022.107298 · Cited by 39 · see citing works
Self-citationPeng, J., Wang, J., Chen, J., Li, G., Xiao, H., Liu, Y., Zhang, Q., Wu, X., & Zhang, Y. (2025) · BMC Public Health · doi:10.1186/s12889-025-22813-1 · Cited by 39 · see citing works
Międzobrodzka, E., Du, J., & van Koningsbruggen, G. M. (2024) · Acta Psychologica · doi:10.1016/j.actpsy.2024.104565 · Cited by 37 · see citing works
ÖZYER, K. K., & Altınsoy, F. (2023) · Malaysian Online Journal of Educational Technology · doi:10.52380/mojet.2023.11.1.459 · Cited by 36 · see citing works
Siebers, T., Beyens, I., Baumgartner, S. E., & Valkenburg, P. M. (2024) · Communication Research · doi:10.1177/00936502241276793 · Cited by 36 · see citing works
Chen, H., Zhang, G., Wang, Z., Feng, S., & Li, H. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19159693 · Cited by 35 · see citing works
Sarman, A., & Çiftçi, N. (2024) · Journal of Pediatric Nursing · doi:10.1016/j.pedn.2024.02.019 · Cited by 34 · see citing works
Alotaibi, M. S., Fox, M., Coman, R. L., Ratan, Z. A., & Hosseinzadeh, H. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19074397 · Cited by 34 · see citing works
Pu, Z., Leong, R. L. F., Chee, M. W. L., & Massar, S. A. A. (2022) · Sleep Health · doi:10.1016/j.sleh.2022.09.007 · Cited by 33 · see citing works
Zhai, S., Hash, J. B., Ward, T. M., Yuwen, W., & Sonney, J. (2023) · Journal of Pediatric Nursing · doi:10.1016/j.pedn.2023.07.011 · Cited by 32 · see citing works
Digital Detox Strategies and Mental Health: A Comprehensive Scoping Review of Why, Where, and How
Setia, S., Gilbert, F., Tichy, M. L., Redpath, J., Shahzad, N., & Marraccini, M. E. (2025) · Cureus · doi:10.7759/cureus.78250 · Cited by 32 · see citing works
Aldbyani, A., Chuanxia, Z., Alhimaidi, A., & Li, Y. (2025) · BMC Psychology · doi:10.1186/s40359-025-03485-3 · Cited by 32 · see citing works
Wang, Q., Kou, Z., Du, Y., Wang, K., & Xu, Y. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.789505 · Cited by 32 · see citing works
Lin, Y., & Zhou, X. Y. (2022) · Computers and Education Open · doi:10.1016/j.caeo.2022.100110 · Cited by 32 · see citing works
Moqbel, M., Nevo, S., & Nah, F. F. (2022) · Internet Research · doi:10.1108/intr-01-2021-0003 · Cited by 31 · see citing works
Alshammari, T. K., Rogowska, A. M., Basharahil, R. F., Alomar, S. F., Alseraye, S., Aljuffali, L. A., Al-Rasheed, N. M., & Alshammari, M. A. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1111038 · Cited by 30 · see citing works
Tu, Z., He, J., Li, Y., Wang, Z., Wang, C., Tian, J., & Tang, Y. (2023) · Addictive Behaviors · doi:10.1016/j.addbeh.2023.107825 · Cited by 29 · see citing works
Ye, J., Cui, Y., Wang, L., & Ye, J.-N. (2024) · International Journal of Mental Health Promotion · doi:10.32604/ijmhp.2024.055814 · Cited by 29 · see citing works
Xiao, W., Zhou, H., Li, X., & Lin, X. (2021) · Psychology Research and Behavior Management · doi:10.2147/prbm.s328768 · Cited by 29 · see citing works
Chen, S., Liao, J., Wang, X., Wei, M., & Liu, Y. (2023) · Sleep Medicine · doi:10.1016/j.sleep.2023.09.033 · Cited by 28 · see citing works
Wang, Y., & Ma, Q. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1391415 · Cited by 28 · see citing works
Sun, X., Yamei, Z., Niu, G., Tian, Y., Xu, L., & Duan, C. (2021) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-021-00661-5 · Cited by 28 · see citing works
Feng, B., & Sun, W. (2022) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-022-00796-z · Cited by 28 · see citing works
Al‐Abyadh, M. H. A., Alatawi, M. A., Emara, E. A. M., Almasoud, S., Alsetoohy, O., & Ali, A. (2024) · Psychology Research and Behavior Management · doi:10.2147/prbm.s437076 · Cited by 27 · see citing works
Wei, Q., Zhang, S., Pan, Y., Hu, H., Chen, F., Yin, W., Lin, Q., Pan, S., Tham, C., & Wu, J. (2022) · BMC Psychiatry · doi:10.1186/s12888-022-03894-3 · Cited by 27 · see citing works
Affective and cognitive processes involved in behavioral addictions
Wegmann, E., & Brand, M. (2021) · Addictive Behaviors · doi:10.1016/j.addbeh.2021.106885 · Cited by 27 · see citing works
Schmidt, L. I., Baetzner, A. S., Dreisbusch, M. I., Mertens, A., & Sieverding, M. (2023) · Stress and Health · doi:10.1002/smi.3330 · Cited by 26 · see citing works
Ma, H., Zou, J., Zhong, Y., & He, J. (2021) · Perspectives In Psychiatric Care · doi:10.1111/ppc.12752 · Cited by 26 · see citing works
The Effect of Trait Anxiety on Bedtime Procrastination: the Mediating Role of Self-Control
Zhang, C., Meng, D., Zhu, L., Ma, X., Guo, J., Fu, Y., Zhao, Y., Xu, H., & Mu, L. (2022) · International Journal of Behavioral Medicine · doi:10.1007/s12529-022-10089-3 · Cited by 26 · see citing works
Krishnan, A. A., & Chew, P. K. H. (2024) · Psychiatric Quarterly · doi:10.1007/s11126-024-10068-9 · Cited by 26 · see citing works
Lin, H., He, G., Zheng, H., & Ai, J. (2024) · Computers in Human Behavior · doi:10.1016/j.chb.2024.108484 · Cited by 25 · see citing works
Research trends in college students' sleep from 2012 to 2021: A bibliometric analysis
Zhou, J., Qu, J., Ji, S., Bu, Y., Yi-cheng, H., Sun, H., Xue, M., Zhou, T., Qu, J., & Liu, Y. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.1005459 · Cited by 25 · see citing works
Zhu, Y., Liu, J., Wang, Q., Huang, J., Li, X., & Liu, J. (2023) · Psychology Research and Behavior Management · doi:10.2147/prbm.s431615 · Cited by 23 · see citing works
Wu, R., Niu, Q., Wang, Y., Dawa, Y., Guang, Z., Song, D., Xue, B., Lu, C., & Wang, S. (2024) · Psychology Research and Behavior Management · doi:10.2147/prbm.s455955 · Cited by 23 · see citing works
You, Z., Li, X., Ye, N., & Zhang, L. (2021) · Current Psychology · doi:10.1007/s12144-020-01337-4 · Cited by 23 · see citing works
Li, L., Wang, L., & Wang, X. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1023245 · Cited by 22 · see citing works
Jiang, Y., Joshi, D. R., & Khanal, J. (2024) · International Journal of Educational Technology in Higher Education · doi:10.1186/s41239-024-00473-2 · Cited by 22 · see citing works
Kong, L., Zhao, M., Huang, W., Zhang, W., & Liu, J. (2025) · BMC Psychology · doi:10.1186/s40359-025-02696-y · Cited by 21 · see citing works
Dong, C., Zhang, Y., Lin, J., Pang, D., Cheng, D., & Si, D. (2022) · BMC Nursing · doi:10.1186/s12912-022-00881-7 · Cited by 21 · see citing works
Song, P., Liu, X., Cai, X., Zhong, M., Wang, Q., & Zhu, X. (2024) · Humanities and Social Sciences Communications · doi:10.1057/s41599-024-03300-1 · Cited by 21 · see citing works
Ratwani, M., Bisht, S., & Prakash, S. (2025) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2025.151978 · Cited by 20 · see citing works
A daily examination of executive functioning and chronotype in bedtime procrastination
Carlson, S. E., Suchy, Y., Baron, K. G., Johnson, K. T., & Williams, P. (2023) · SLEEP · doi:10.1093/sleep/zsad145 · Cited by 20 · see citing works
Dampak Penggunaan Smartphone di Kalangan Mahasiswa
Jamun, Y. M., & Ntelok, Z. R. E. (2022) · EDUKATIF JURNAL ILMU PENDIDIKAN · doi:10.31004/edukatif.v4i3.2832 · Cited by 20 · see citing works
FOMO Predicts Bedtime Procrastination and Poorer Sleep Quality via Rumination
Flores, J. G. S., Ho, V. A. L.-M., Kok, S., & Teoh, A. N. (2023) · American Journal of Health Behavior · doi:10.5993/ajhb.47.6.15 · Cited by 19 · see citing works
Lai, H.-J., Mei, X., Huang, S.-J., Wu, X., Liang, J.-Y., Zhou, L., & Ye, Z. (2025) · BMC Nursing · doi:10.1186/s12912-025-02883-7 · Cited by 19 · see citing works
Exploring the link between smartphone use and sleep quality: A systematic review
Kumar, M., Katoch, O. R., Kumar, N., & Sehgal, S. (2025) · Sleep research. · doi:10.1002/slp2.70002 · Cited by 19 · see citing works
Yang, H., Guo, H., Zhu, Z., Yuan, G., Zhang, X., Zhang, K., Lu, X., Zhang, J., Du, J., Shi, H., et al. (2023) · Current Addiction Reports · doi:10.1007/s40429-023-00536-w · Cited by 18 · see citing works
Li, X., Fu, S., Fu, Q., & Zhong, B. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18052254 · Cited by 18 · see citing works
Wang, F. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1503607 · Cited by 18 · see citing works
Psychological processes linking problematic smartphone use to sleep disturbance in young adults
Peltz, J. S., Bodenlos, J. S., Kingery, J. N., & Abar, C. C. (2023) · Sleep Health · doi:10.1016/j.sleh.2023.05.005 · Cited by 18 · see citing works
Zhao, C., He, J., Xu, H., Zhang, J., Zhang, G., & Yu, G. (2023) · Addictive Behaviors · doi:10.1016/j.addbeh.2023.107906 · Cited by 18 · see citing works
Effect of fear of missing out on learning burnout in medical students: a moderated mediation
Ye, X., Li, Y., Liu, Y., Zheng, Q., Lin, Z., Zeng, Y., Lin, Z., Zhu, T., Chen, X., Chen, L., et al. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1289906 · Cited by 18 · see citing works
The reciprocity between psychological need frustration and adolescent problematic smartphone use
Zhang, M. X., Kam, C. C. S., & Wu, A. M. S. (2024) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2024.101634 · Cited by 18 · see citing works
Self-citationLiu, N., Zhu, S., Zhang, W., Sun, Y., & Zhang, X. (2024) · Frontiers in Public Health · doi:10.3389/fpubh.2024.1374522 · Cited by 18 · see citing works
Zhang, J., Deng, Y., Zheng, S., & Wan, C. (2024) · Scientific Reports · doi:10.1038/s41598-024-79235-z · Cited by 17 · see citing works
Zhang, S., Wu, Q., & Liu, R. (2023) · Acta Psychologica · doi:10.1016/j.actpsy.2023.103919 · Cited by 17 · see citing works
Xiao, L., Yao, M., & Liu, H. (2024) · Psychology Research and Behavior Management · doi:10.2147/prbm.s455939 · Cited by 17 · see citing works
An, Y., & Zhang, M. X. (2024) · Digital Health · doi:10.1177/20552076241283338 · Cited by 17 · see citing works
Self-citationOng, R. H. S., Sim, H. S., Bergman, M. M., How, C. H., Png, C. A. L., Lim, C. S., Peh, L. H., & Oh, H. C. (2024) · PLoS ONE · doi:10.1371/journal.pone.0315364 · Cited by 17 · see citing works
- Authors
- Zhang, M. X., & Wu, A. M. S.
- Affiliations
- University of Macau (MO)
- Corresponding author
- Wu, Anise M.S.
- Venue
- Addictive Behaviors
- Publisher
- Elsevier BV
- Published
- 2020-12
- Volume
- 111
- Pages
- 106552
- ISSN
- 0306-4603 (ISSN-L)
- OpenAlex
- W3042732665
- Cited by
- 265
- References
- 67
- Citations by year
- 2026: 35 · 2025: 39 · 2024: 52 · 2023: 47 · 2022: 60 · 2021: 29 · 2020: 2
- FWCI
- 33.59
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Addictive Behaviors (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Universidade de Macau
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Psychology › Social Psychology › Workaholism, burnout, and well-being
- Keywords
- smartphone addiction, sleep quality, self-regulation, bedtime procrastination, university students, sleep latency, sleep duration, subjective sleep quality, mediation, Chinese university students
- MeSH terms
- Self-Control, Smartphone, Procrastination, Internet Addiction Disorder, Adolescent, China, Female, Humans, Sleep, Students, Universities
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