Recorded behavior as a valuable resource for diagnostics in mobile phone addiction: evidence from psychoinformatics

Internet Addiction: The Emergence of a New Clinical Disorder

YOUNG, K. S. (1998) · CyberPsychology & Behavior · doi:10.1089/cpb.1998.1.237 · Cited by 5,513 · see citing works

The Smartphone addiction scale: development and validation of a short version for adolescents

Kwon, M., Kim, D.-J., Cho, H., & Yang, S. (2013) · PLoS ONE · doi:10.1371/journal.pone.0083558 · Cited by 2,177 · see citing works

Development 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

Psychological Predictors of Problem Mobile Phone Use

Bianchi, A., & Phillips, J. G. (2005) · CyberPsychology & Behavior · doi:10.1089/cpb.2005.8.39 · Cited by 1,514 · see citing works

The association between Internet addiction and psychiatric disorder: A review of the literature

Ko, C.-H., Yen, J.-Y., Yen, C.-F., Chen, C.-S., & Chen, C.-C. (2012) · European Psychiatry · doi:10.1016/j.eurpsy.2010.04.011 · Cited by 895 · cited 1× · see citing works

Internet Addiction

Shaw, M. C., & Black, D. W. (2008) · CNS Drugs · doi:10.2165/00023210-200822050-00001 · Cited by 844 · see citing works

A Smartphone Application to Support Recovery From Alcoholism: A Randomized Clinical Trial

Gustafson, D. H., McTavish, F. M., Chih, M.-Y., Atwood, A. K., Johnson, R. A., Boyle, M. G., Levy, M. S., Driscoll, H., Chisholm, S. M., Dillenburg, L., et al. (2014) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2013.4642 · Cited by 692 · see citing works

Factors associated with Internet addiction among adolescents

Lam, L. T., Peng, Z.-W., Mai, J.-C., & Jing, J. (2009) · CyberPsychology & Behavior · doi:10.1089/cpb.2009.0036 · Cited by 531 · see citing works

Measuring 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 · cited 2× · see citing works

Smartphone usage in the 21st century: who is active on WhatsApp?

Montag, C., Błaszkiewicz, K., Sariyska, R., Lachmann, B., Andone, I., Trendafilov, B., Eibes, M., & Markowetz, A. (2015) · BMC Research Notes · doi:10.1186/s13104-015-1280-z · Cited by 408 · see citing works

Time distortion associated with smartphone addiction: Identifying smartphone addiction via a mobile application (App)

Lin, Y.-H., Lin, Y.-C., Lee, Y.-H., Lin, P.-H., Lin, S.-H., Chang, L.-R., Tseng, H.-W., Yen, L.-Y., Yang, C. C. H., & Kuo, T. B. J. (2015) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2015.04.003 · Cited by 399 · see citing works

The Association between Internet Addiction and Problematic Alcohol Use in Adolescents: The Problem Behavior Model

Ko, C., Yen, J., Yen, C., Chen, C., Weng, C., & Chen, C. (2008) · CyberPsychology & Behavior · doi:10.1089/cpb.2007.0199 · Cited by 253 · see citing works

Behavioral Addictions Debut in Proposed DSM-V

Holden, C. (2010) · Science · doi:10.1126/science.327.5968.935 · Cited by 205 · see citing works

Psycho-Informatics: Big Data shaping modern psychometrics

Markowetz, A., Błaszkiewicz, K., Montag, C., Switala, C., & Schlaepfer, T. E. (2014) · Medical Hypotheses · doi:10.1016/j.mehy.2013.11.030 · Cited by 185 · see citing works

Psychoinformatics

Yarkoni, T. (2012) · Current Directions in Psychological Science · doi:10.1177/0963721412457362 · Cited by 111 · see citing works

Correlating Personality and Actual Phone Usage

Montag, C., Błaszkiewicz, K., Lachmann, B., Andone, I., Sariyska, R., Trendafilov, B., Reuter, M., & Markowetz, A. (2014) · Journal of Individual Differences · doi:10.1027/1614-0001/a000139 · Cited by 79 · see citing works

The importance of analogue zeitgebers to reduce digital addictive tendencies in the 21st century

Montag, C., Kannen, C., Lachmann, B., Sariyska, R., Duke, É., Reuter, M., & Markowetz, A. (2015) · Addictive Behaviors Reports · doi:10.1016/j.abrep.2015.04.002 · Cited by 49 · see citing works

The Impact of Psychoinformatics on Internet Addiction

Montag, C., Reuter, M., & Markowetz, A. (2015) · Studies in neuroscience, psychology and behavioral economics · doi:10.1007/978-3-319-07242-5_9 · Cited by 10 · see citing works

A systematic review and meta-analysis of discrepancies between logged and self-reported digital media use

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

Cell-phone addiction: a review

De-Sola Gutiérrez, J., Rodríguez de Fonseca, F., & Rubio, G. (2016) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2016.00175 · Cited by 722 · see citing works

Problematic smartphone use and relations with negative affect, fear of missing out, and fear of negative and positive evaluation

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

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

Addictive Features of Social Media/Messenger Platforms and Freemium Games against the Background of Psychological and Economic Theories

Montag, C., Lachmann, B., Herrlich, M., & Zweig, K. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16142612 · Cited by 387 · see citing works

Fear of missing out (FOMO): overview, theoretical underpinnings, and literature review on relations with severity of negative affectivity and problematic technology use

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

The relationship between anxiety symptom severity and problematic smartphone use: A review of the literature and conceptual frameworks

Elhai, 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

The Multipurpose Application WeChat: A Review on Recent Research

Montag, C., Becker, B., & Gan, C. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.02247 · Cited by 274 · see citing works

Fear of Missing Out (FoMO) and social media’s impact on daily-life and productivity at work: Do WhatsApp, Facebook, Instagram, and Snapchat Use Disorders mediate that association?

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

Investigation of nomophobia and smartphone addiction predictors among adolescents in Turkey: Demographic variables and academic performance

Durak, H. Y. (2018) · The Social Science Journal · doi:10.1016/j.soscij.2018.09.003 · Cited by 267 · see citing works

Depression, anxiety and fear of missing out as correlates of social, non-social and problematic smartphone use

Elhai, 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

Linking Internet Communication and Smartphone Use Disorder by taking a closer look at the Facebook and WhatsApp applications

Sha, P., Sariyska, R., Riedl, R., Lachmann, B., & Montag, C. (2018) · Addictive Behaviors Reports · doi:10.1016/j.abrep.2018.100148 · Cited by 207 · see citing works

Family environment and problematic internet use among adolescents: The mediating roles of depression and Fear of Missing Out

Sela, Y., Zach, M., Amichai‐Hamburger, Y., Mishali, M., & Omer, H. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2019.106226 · Cited by 173 · see citing works

Facebook usage on smartphones and gray matter volume of the nucleus accumbens

Montag, C., Markowetz, A., Blaszkiewicz, K., Andone, I., Lachmann, B., Sariyska, R., Trendafilov, B., Eibes, M., Kolb, J., Reuter, M., et al. (2017) · Behavioural Brain Research · doi:10.1016/j.bbr.2017.04.035 · Cited by 135 · see citing works

Towards Homo Digitalis: Important Research Issues for Psychology and the Neurosciences at the Dawn of the Internet of Things and the Digital Society

Montag, C., & Diefenbach, S. (2018) · Sustainability · doi:10.3390/su10020415 · Cited by 153 · see citing works

Users of the main smartphone operating systems (iOS, Android) differ only little in personality

Götz, F. M., Stieger, S., & Reips, U.-D. (2017) · PLOS ONE · doi:10.1371/journal.pone.0176921 · Cited by 127 · 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

Prevalence of problematic cell phone use in an adult population in Spain as assessed by the Mobile Phone Problem Use Scale (MPPUS)

De-Sola, J., Flores, H. T., de Fonseca, F. R., & Rubio, G. (2017) · PLoS ONE · doi:10.1371/journal.pone.0181184 · Cited by 118 · see citing works

A 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

Exploring the Role of Social Media Use Motives, Psychological Well-Being, Self-Esteem, and Affect in Problematic Social Media Use

Schivinski, B., Brzozowska-Woś, M., Stansbury, E., Satel, J., Montag, C., & Pontes, H. M. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.617140 · Cited by 103 · see citing works

Cognitive- and Emotion-Related Dysfunctional Coping Processes: Transdiagnostic Mechanisms Explaining Depression and Anxiety’s Relations with Problematic Smartphone Use

Elhai, J. D., Yang, H., & Montag, C. (2019) · Current Addiction Reports · doi:10.1007/s40429-019-00260-4 · Cited by 106 · see citing works

Smartphones and attention, curse or blessing? - A review on the effects of smartphone usage on attention, inhibition, and working memory

Liebherr, M., Schubert, P., Antons, S., Montag, C., & Brand, M. (2020) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2020.100005 · Cited by 104 · see citing works

Answering the missed call: initial exploration of cognitive and electrophysiological changes associated with smartphone use and abuse

Hadar, A., Hadas, I., Lazarovits, A., Alyagon, U., Eliraz, D., & Zangen, A. (2017) · PLOS ONE · doi:10.1371/journal.pone.0180094 · Cited by 100 · see citing works

The relationships between mobile phone use and depressive symptoms, bodily pain, and daytime sleepiness in Hong Kong secondary school students

Ng, K. C., Wu, L. H., Lam, H. Y., Lam, L. K., Nip, P. Y., Ng, C. M., Leung, K. C., & Leung, S. F. (2019) · Addictive Behaviors · doi:10.1016/j.addbeh.2019.04.033 · Cited by 102 · see citing works

Using machine learning to model problematic smartphone use severity: The significant role of fear of missing out

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

Toward Psychoinformatics: Computer Science Meets Psychology

Montag, C., Duke, É., & Markowetz, A. (2016) · Computational and Mathematical Methods in Medicine · doi:10.1155/2016/2983685 · Cited by 97 · see citing works

Alexithymia and mobile phone addiction in Chinese undergraduate students: The roles of mobile phone use patterns

Hao, Z., Jin, L., Li, Y., Akram, H. R., Saeed, M. F., Ma, J., Ma, H., & Huang, J. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2019.03.001 · Cited by 101 · see citing works

Toward improved methods in social media research.

Griffioen, N., van Rooij, M. M. J. W., Lichtwarck‐Aschoff, A., & Granic, I. (2020) · Technology Mind and Behavior · doi:10.1037/tmb0000005 · Cited by 94 · see citing works

Digital phenotyping in psychological and medical sciences: a reflection about necessary prerequisites to reduce harm and increase benefits

Montag, C., Sindermann, C., & Baumeister, H. (2020) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2020.03.013 · Cited by 86 · see citing works

Do pop-up notifications regarding smartphone use decrease screen time, phone checking behavior, and self-reported problematic smartphone use? Evidence from a two-month experimental study

Loid, K., Täht, K., & Rozgonjuk, D. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2019.08.007 · Cited by 76 · see citing works

Prevalence rate of Internet addiction among Japanese college students: Two cross‐sectional studies and reconsideration of cut‐off points of Young's Internet Addiction Test in Japan

Tateno, M., Teo, A. R., Shiraishi, M., Tayama, M., Kawanishi, C., & Kato, T. A. (2018) · Psychiatry and Clinical Neurosciences · doi:10.1111/pcn.12686 · Cited by 74 · see citing works

The relationship between smartphone use and students` academic performance

Sapci, O., Elhai, J. D., Amialchuk, A., & Montag, C. (2021) · Learning and Individual Differences · doi:10.1016/j.lindif.2021.102035 · Cited by 72 · see citing works

Smartphone use and study behavior: A Korean and Australian comparison

Winskel, H., Kim, T., Kardash, L., & Belic, I. (2019) · Heliyon · doi:10.1016/j.heliyon.2019.e02158 · Cited by 71 · see citing works

Smartphone Addiction and Beyond: Initial Insights on an Emerging Research Topic and Its Relationship to Internet Addiction

Duke, É., & Montag, C. (2017) · Studies in neuroscience, psychology and behavioral economics · doi:10.1007/978-3-319-46276-9_21 · Cited by 71 · see citing works

Facets of impulsivity and related aspects differentiate among recreational and unregulated use of Internet pornography

Antons, S., Müller, S. M., Wegmann, E., Trotzke, P., Schulte, M. M., & Brand, M. (2019) · Journal of Behavioral Addictions · doi:10.1556/2006.8.2019.22 · Cited by 63 · see citing works

Independent and combined associations between screen time and physical activity and perceived stress among college students

Ge, Y., Xin, S., Luan, D., Zou, Z., Bai, X., Liu, M., & Gao, Q. (2019) · Addictive Behaviors · doi:10.1016/j.addbeh.2019.106224 · Cited by 62 · see citing works

Maladaptive cognitions, loneliness, and social anxiety as potential moderators of the association between Internet gaming time and Internet gaming disorder among adolescent Internet gamers in China

Yu, Y., Mo, P. K. H., Zhang, J., Li, J., & Lau, J. T. F. (2022) · Addictive Behaviors · doi:10.1016/j.addbeh.2022.107239 · Cited by 55 · see citing works

To use or not to use? Compulsive behavior and its role in smartphone addiction

Lin, Y.-H., Lin, Y.-C., Lin, S., Lee, Y.-H., Lin, P.-H., Chiang, C.-L., Chang, L.-R., Yang, C. C. H., & Kuo, T. B. J. (2017) · Translational Psychiatry · doi:10.1038/tp.2017.1 · Cited by 56 · see citing works

Boredom proneness and rumination mediate relationships between depression and anxiety with problematic smartphone use severity

Wang, Y., Yang, H., Montag, C., & Elhai, J. D. (2020) · Current Psychology · doi:10.1007/s12144-020-01052-0 · Cited by 59 · see citing works

Disrupted Daily Activities From Interruptive Smartphone Notifications: Relations With Depression and Anxiety Severity and the Mediating Role of Boredom Proneness

Elhai, J. D., Rozgonjuk, D., Alghraibeh, A. M., & Yang, H. (2021) · Social Science Computer Review · doi:10.1177/0894439319858008 · Cited by 72 · see citing works

The Relationships Among Social Media Intensity, Smartphone Addiction, and Subjective Wellbeing of Turkish College Students

Koç, T., & Turan, A. H. (2020) · Applied Research in Quality of Life · doi:10.1007/s11482-020-09857-8 · Cited by 66 · see citing works

Problematic smartphone use has detrimental effects on mental health and somatic symptoms in a heterogeneous sample of German adults

Winkler, A., Jeromin, F., Doering, B. K., & Barke, A. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106500 · Cited by 54 · see citing works

Is distraction on the road associated with maladaptive mobile phone use? A systematic review

Rahmillah, F. I., Tariq, A., King, M., & Oviedo-Trespalacios, Ó. (2022) · Accident Analysis & Prevention · doi:10.1016/j.aap.2022.106900 · Cited by 54 · see citing works

Smartphone Overuse – A Growing Public Health Issue

Ding, D., & Li, J. (2017) · Journal of Psychology & Psychotherapy · doi:10.4172/2161-0487.1000289 · Cited by 49 · see citing works

Duration, frequency, and time distortion: Which is the best predictor of problematic smartphone use in adolescents? A trace data study

Marciano, L., & Camerini, A.-L. (2022) · PLoS ONE · doi:10.1371/journal.pone.0263815 · Cited by 53 · see citing works

The Potential of Digital Phenotyping and Mobile Sensing for Psycho-Diagnostics of Internet Use Disorders

Montag, C., & Rumpf, H.-J. (2021) · Current Addiction Reports · doi:10.1007/s40429-021-00376-6 · Cited by 44 · see citing works

Problematic smartphone use and mental health problems: current state of research and future directions

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

MEDIATOR EFFECTS OF POSITIVE EMOTIONS ON SOCIAL SUPPORT AND DEPRESSION AMONG ADOLESCENTS SUFFERING FROM MOBILE PHONE ADDICTION

Li, M., Jiang, X., & Ren, Y. (2017) · Psychiatria Danubina · doi:10.24869/psyd.2017.207 · Cited by 47 · see citing works

Psychological factors and alcohol use in problematic mobile phone use in the Spanish population

De-Sola, J., Talledo, H., Rubio, G., & de Fonseca, F. R. (2017) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2017.00011 · Cited by 39 · see citing works

Investigating the Relationship between Personality and Technology Acceptance with a Focus on the Smartphone from a Gender Perspective: Results of an Exploratory Survey Study

Sindermann, C., Riedl‬, R., & Montag, C. (2020) · Future Internet · doi:10.3390/fi12070110 · Cited by 39 · see citing works

From low sense of control to problematic smartphone use severity during Covid-19 outbreak: The mediating role of fear of missing out and the moderating role of repetitive negative thinking

Brailovskaia, J., Stirnberg, J., Rozgonjuk, D., Margraf, J., & Elhai, J. D. (2021) · PLoS ONE · doi:10.1371/journal.pone.0261023 · Cited by 44 · see citing works

Feasibility of Linking Molecular Genetic Markers to Real-World Social Network Size Tracked on Smartphones

Sariyska, R., Rathner, E., Baumeister, H., & Montag, C. (2018) · Frontiers in Neuroscience · doi:10.3389/fnins.2018.00945 · Cited by 37 · see citing works

Using Eye Tracking to Explore Facebook Use and Associations with Facebook Addiction, Mental Well-being, and Personality

Hussain, Z., Simonovic, B., Stupple, E. J. N., & Austin, M. (2019) · Behavioral Sciences · doi:10.3390/bs9020019 · Cited by 39 · see citing works

Smartphone use disorder and future time perspective of college students: the mediating role of depression and moderating role of mindfulness

Zhang, Y., Lv, S., Li, C., Xiong, Y., Zhou, C., Li, X., & Ye, M. (2020) · Child and Adolescent Psychiatry and Mental Health · doi:10.1186/s13034-020-0309-9 · Cited by 38 · see citing works

Smartphone and Facebook addictions share common risk and prognostic factors in a sample of undergraduate students

Khoury, J. M., das Neves, M. D. C. L., Roque, M. A. V., de Freitas, A. A. C., da Costa, M. R., & Garcia, F. D. (2019) · Trends in Psychiatry and Psychotherapy · doi:10.1590/2237-6089-2018-0069 · Cited by 39 · see citing works

Smartphone Usage before and during COVID-19: A Comparative Study Based on Objective Recording of Usage Data

Chemnad, K., Alshakhsi, S. A. A., Almourad, M. B., Altuwairiqi, M., Phalp, K. T., & Ali, R. (2022) · Informatics · doi:10.3390/informatics9040098 · Cited by 39 · see citing works

Focused, not lost: the mediating role of Temporal Dissociation and Focused Immersion on Problematic Internet Use

Mazzoni, E., Cannata, D., & Baiocco, L. (2016) · Behaviour and Information Technology · doi:10.1080/0144929x.2016.1159249 · Cited by 35 · see citing works

Smartphone Use and Psychological Well-being: the Moderating Role of Emotion Regulation

Fortes, A. B., Broilo, P. L., & Lisbôa, C. S. D. M. (2020) · Trends in Psychology · doi:10.1007/s43076-020-00051-1 · Cited by 36 · see citing works

Smartphone application personality and its relationship to personalities of smartphone users and social capital accrued through use of smartphone social applications

Tan, W.-K., Hsiao, Y.-J., Tseng, S., & Chan, C. (2017) · Telematics and Informatics · doi:10.1016/j.tele.2017.11.007 · Cited by 33 · see citing works

Cell Phone Use Habits Among the Spanish Population: Contribution of Applications to Problematic Use

De-Sola, J., Rubio, G., Flores, H. T., Pistoni, L., Riesen, H. V., & de Fonseca, F. R. (2019) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00883 · Cited by 34 · see citing works

Psychopathology of Everyday Life in the 21st Century: Smartphone Addiction

Lin, Y., Lin, S., Yang, C. C. H., & Kuo, T. B. J. (2017) · Studies in neuroscience, psychology and behavioral economics · doi:10.1007/978-3-319-46276-9_20 · Cited by 30 · see citing works

Development of Digital Biomarkers of Mental Illness via Mobile Apps for Personalized Treatment and Diagnosis

Chen, I., Chen, Y., Liao, S., & Lin, Y. (2022) · Journal of Personalized Medicine · doi:10.3390/jpm12060936 · Cited by 29 · see citing works

Validation of Self-Reported Smartphone Usage Against Objectively-Measured Smartphone Usage in Hong Kong Chinese Adolescents and Young Adults

Lee, P. H., Tse, A. C. Y., Wu, C. S. T., Mak, Y. W., & Lee, U. (2021) · Psychiatry Investigation · doi:10.30773/pi.2020.0197 · Cited by 32 · see citing works

Measuring smartphone dependency and exploration of consequences and comorbidities

Fryman, S., & Romine, W. (2021) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2021.100108 · Cited by 29 · see citing works

Menthal

Andone, I., Błaszkiewicz, K., Eibes, M., Trendafilov, B., Montag, C., & Markowetz, A. (2016) · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) · doi:10.1145/2968219.2971591 · Cited by 28 · see citing works

Usos del WhatsApp en el estudiante universitario español. Pros y contras

Fondevila-Gascón, J.-F., Pascual, J. M., Bernal, P. M., & Polo-López, M. (2019) · Revista Latina de Comunicación Social · doi:10.4185/rlcs-2019-1332 · Cited by 26 · see citing works

WeChat—Its Problematic Use and Relations with the Big Five Personality Traits and Fear of Missing Out

Sindermann, C., Yang, H., Liu, T., Elhai, J. D., & Montag, C. (2021) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-020-00179-y · Cited by 29 · see citing works

Psychological and neuroscientific advances to understand Internet Use Disorder

Becker, B., & Montag, C. (2019) · e-Neuroforum · doi:10.1515/nf-2018-0026 · Cited by 24 · see citing works

Mind-Wandering Mediates the Associations Between Neuroticism and Conscientiousness, and Tendencies Towards Smartphone Use Disorder

Müller, M., Sindermann, C., Rozgonjuk, D., & Montag, C. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.661541 · Cited by 23 · see citing works

A cross-lagged study of the associations among problematic smartphone use, depressive symptoms, and suicidal ideation in chinese university students

Zhao, C., He, J., Du, M., Xu, H., Lai, X., Yu, G., & Zhang, G. (2023) · Current Psychology · doi:10.1007/s12144-023-04560-x · Cited by 22 · see citing works

Are “night owls” or “morning larks” more likely to delay sleep due to problematic smartphone use? a cross-lagged study among undergraduates

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

The Neuroscience of Smartphone/Social Media Usage and the Growing Need to Include Methods from ‘Psychoinformatics’

Montag, C. (2018) · Lecture notes in information systems and organisation · doi:10.1007/978-3-030-01087-4_32 · Cited by 19 · see citing works

Two-dimensional taxonomy of internet addiction and assessment of smartphone addiction with diagnostic criteria and mobile apps

Wu, Y.-L., Lin, S., & Lin, Y. (2021) · Journal of Behavioral Addictions · doi:10.1556/2006.2020.00074 · Cited by 20 · see citing works

Agreement between self-reported and objectively measured smartphone use among adolescents and adults

Molaib, K. M., Sun, X., Ram, N., Reeves, B. B., & Robinson, T. N. (2024) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2024.100569 · Cited by 20 · see citing works

Relationship Between FoMO, Problematic Social Media Use, Self-esteem, Negative Affectivity, and Physical Exercise: A Structural Equation Model

Dadiotis, A., & Ρούσσος, Π. (2023) · Journal of Technology in Behavioral Science · doi:10.1007/s41347-023-00340-3 · Cited by 18 · see citing works

Adaptation and Validation of the Polish Version of the 10-Item Mobile Phone Problematic Use Scale

Mach, A., Demkow, M., Klimkiewicz, A., Jakubczyk, A., Abramowska, M., Kuciak, A., Serafin, P., Szczypiński, J., & Wojnar, M. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.00427 · Cited by 20 · see citing works

Mapping research on ICT addiction: a comprehensive review of Internet, smartphone, social media, and gaming addictions

Quizhpe, L. I. A., & Viñán-Ludeña, M. S. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1578457 · Cited by 21 · see citing works

Problematic social networking site use and associations with anxiety, attention deficit hyperactivity disorder, and resilience

Hussain, Z., & Wegmann, E. (2021) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2021.100125 · Cited by 17 · see citing works

The roles of classmate support, smartphone addiction, and leisure time in the longitudinal relationship between academic pressure and social anxiety among Chinese adolescents in the context of the “double reduction” policy

Zhao, C., Du, M., Yu, Y., Chen, J. H., Wu, A. M. S., Du, D., Wang, D. B., Lau, J. T. F., Yu, G., & Zhang, G. (2024) · Children and Youth Services Review · doi:10.1016/j.childyouth.2024.107542 · Cited by 15 · see citing works

The Molecular Genetics of Life Satisfaction: Extending Findings from a Recent Genome-Wide Association Study and Examining the Role of the Serotonin Transporter

Lachmann, B., Doebler, A., Sindermann, C., Sariyska, R., Cooper, A. J., Haas, H., & Montag, C. (2020) · Journal of Happiness Studies · doi:10.1007/s10902-020-00231-x · Cited by 14 · see citing works

The Impact of Psychoinformatics on Internet Addiction Including New Evidence

Montag, C., Reuter, M., & Markowetz, A. (2017) · Studies in neuroscience, psychology and behavioral economics · doi:10.1007/978-3-319-46276-9_13 · Cited by 14 · see citing works

Influence of perceived discrimination on problematic smartphone use among Chinese deaf and hard-of-hearing students: Serial mediating effects of sense of security and social avoidance.

Guan, W., Wang, S., & Liu, C. (2022) · Addictive Behaviours · doi:10.1016/j.addbeh.2022.107470 · Cited by 15 · see citing works

Smartphones in Personal Informatics: A Framework for Self-Tracking Research with Mobile Sensing

Vaid, S. S., & Harari, G. M. (2019) · Studies in neuroscience, psychology and behavioral economics · doi:10.1007/978-3-030-31620-4_5 · Cited by 12 · see citing works

A matter of time? Sustainability and digital media use

Görland, S. O., & Kannengießer, S. (2021) · Digital Policy Regulation and Governance · doi:10.1108/dprg-11-2020-0160 · Cited by 12 · see citing works

An Overview on Doing Psychodiagnostics in Personality Psychology and Tracking Physical Activity via Smartphones

Sariyska, R., & Montag, C. (2019) · Studies in neuroscience, psychology and behavioral economics · doi:10.1007/978-3-030-31620-4_4 · Cited by 12 · see citing works

Development Of A Smartphone Overuse Classification Scale

Ding, J.-E., Liu, W., Wang, X., Lan, Y., Hu, D., Xu, Y., Li, J., & Fu, H. (2018) · Addiction Research & Theory · doi:10.1080/16066359.2018.1474204 · Cited by 13 · see citing works

Studying Psychopathology in Relation to Smartphone Use

Rozgonjuk, D., Elhai, J. D., & Hall, B. J. (2019) · Studies in neuroscience, psychology and behavioral economics · doi:10.1007/978-3-030-31620-4_11 · Cited by 11 · see citing works

Analysis of Electric Bicycle Riders’ Use of Mobile Phones While Riding on Campus

Yang, Y., Wang, L., Easa, S. M., & Zheng, X. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19105905 · Cited by 12 · see citing works

The relationships between smartphone distraction, problematic smartphone use and mental health issues amongst a Chinese sample

Yang, Z., Yan, Z., & Hussain, Z. (2022) · The Social Science Journal · doi:10.1080/03623319.2022.2066880 · Cited by 9 · see citing works

Social Media and Working Memory - A Review

Dikshit, R., & Kiran, U. V. (2023) · Journal of Ecophysiology and Occupational Health · doi:10.18311/jeoh/2023/34681 · Cited by 9 · see citing works

The associations among type D personality and nomophobia, metacognitions about smartphone use, smartphone addiction in Chinese university freshmen: a two-wave study

Xie, Y., & Luo, S. (2024) · BMC Psychiatry · doi:10.1186/s12888-024-06073-8 · Cited by 7 · see citing works

Mothers speak less to infants during detected real-world phone use

Mikhelson, M., Luong, A., Etz, A. J., Micheletti, M., Khante, P., & de Barbaro, K. (2024) · Child Development · doi:10.1111/cdev.14125 · Cited by 5 · see citing works

The Surprise of Underestimation: Analyzing the Effects and Predictors of the Accuracy of Estimated Smartphone Use

Muench, C., Link, J., & Carolus, A. (2022) · Lecture notes in computer science · doi:10.1007/978-3-031-05014-5_14 · Cited by 5 · see citing works

Smartphones in Personal Informatics: A Framework for Self-Tracking Research with Mobile Sensing

Vaid, S. S., & Harari, G. M. (2022) · Studies in neuroscience, psychology and behavioral economics · doi:10.1007/978-3-030-98546-2_6 · Cited by 5 · see citing works

E-attachment and Online Communication

Sitnik‐Warchulska, K., Izydorczyk, B., & Wajda, Z. (2022) · Routledge eBooks · doi:10.4324/9781003221043 · Cited by 4 · see citing works

The Impact of Adverse Childhood Experiences on Problematic Smartphone Use in Chinese Middle School Students: A Serial Multiple Mediating Model

Zhou, J., Zhang, M., & Hao, Z. (2024) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-024-01341-w · Cited by 3 · see citing works

Jóvenes / Medios y cultura colaborativa

Tur‐Viñes, V., Río, M. J. G., & Contreras-Espinosa, R. (2019) · doi:10.4185/cac157 · Cited by 3 · see citing works

A longitudinal study on problematic smartphone use and Non-Suicidal Self-Injury: the mediating role of academic procrastination and anxiety

Bao, L., Zhang, W., Zhao, J., & Geng, J. (2025) · BMC Psychology · doi:10.1186/s40359-025-03360-1 · Cited by 2 · see citing works

Evolution of Problematic Mobile Phone Use in the Spanish Population over the Last Decade

De-Sola, J., Mestre-Pintó, J. I., Villanueva‐Blasco, V. J., Flores, H. T., Serrano, A., Rubio, G., & de Fonseca, F. R. (2025) · Behavioral Sciences · doi:10.3390/bs16010008 · Cited by 2 · see citing works

Erforschung exzessiver Smartphone-Nutzung: Empfehlungen zur Vorgehensweise

Qasem, H., & Fauth‐Bühler, M. (2023) · SUCHT - Zeitschrift für Wissenschaft und Praxis / Journal of Addiction Research and Practice · doi:10.1024/0939-5911/a000813 · Cited by 2 · see citing works

Incorporation of Mobile Application (App) Measures Into the Diagnosis of Smartphone Addiction

Lin, Y., Lin, P., Chiang, C. N., Lee, Y.-H., Yang, C. C. H., Kuo, T. B. J., & Lin, S. (2017) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.15m10310 · Cited by 29 · see citing works

The relationship between smartphone use and smartphone addiction: An examination of logged and self-reported behavior in a pre-registered, two-wave sample

Hitcham, L., Jackson, H., & James, R. J. E. (2023) · Computers in Human Behavior · doi:10.1016/j.chb.2023.107822 · Cited by 52 · see citing works

Time distortion associated with smartphone addiction: Identifying smartphone addiction via a mobile application (App)

Lin, Y.-H., Lin, Y.-C., Lee, Y.-H., Lin, P.-H., Lin, S.-H., Chang, L.-R., Tseng, H.-W., Yen, L.-Y., Yang, C. C. H., & Kuo, T. B. J. (2015) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2015.04.003 · Cited by 399 · see citing works

The relationship between smartphone use and smartphone addiction: an examination of logged and self-reported behaviour in a pre-registered, two-wave samplePreprint

Hitcham, L., Jackson, H., & James, R. J. E. (2022) · doi:10.31234/osf.io/tmhx5 · Cited by 3 · see citing works

Absence of Objective Differences between Self-Identified Addicted and Healthy Smartphone Users?

Geyer, K., Carbonell, X., Beranuy, M., & Calvo, F. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18073702 · Cited by 8 · see citing works