How to overcome taxonomical problems in the study of Internet use disorders and what to do with “smartphone addiction”?

Aims: The present theoretical paper introduces the smartphone technology as a challenge for diagnostics in the study of Internet use disorders and reflects on the term “smartphone addiction.” Methods: Such a reflection is carried out against the background of a literature review and the inclusion of Gaming Disorder in ICD-11. Results: We believe that it is necessary to divide research on Internet use disorder (IUD) into a mobile and non-mobile IUD branch. This is important because certain applications such as the messenger application WhatsApp have originally been developed for smartphones and enfold their power and attractiveness mainly on mobile devices. Discussion and conclusions: Going beyond the argumentation for distinguishing between mobile and non-mobile IUD, it is of high relevance for scientists to better describe and understand what persons are actually (over-)using. This is stressed by a number of examples, explicitly targeting not only the diverse contents used in the online world, but also the exact behavior on each platform. Among others, it matters if a person is more of an active producer of content or passive consumer of social media.

[1]  A. Pakpour,et al.  Measurement invariance across young adults from Hong Kong and Taiwan among three internet-related addiction scales: Bergen Social Media Addiction Scale (BSMAS), Smartphone Application-Based Addiction Scale (SABAS), and Internet Gaming Disorder Scale-Short Form (IGDS-SF9) (Study Part A). , 2020, Addictive behaviors.

[2]  C. Montag,et al.  Psychopathological Symptoms and Gaming Motives in Disordered Gaming—A Psychometric Comparison between the WHO and APA Diagnostic Frameworks , 2019, Journal of clinical medicine.

[3]  T. Robbins,et al.  The Interaction of Person-Affect-Cognition-Execution (I-PACE) model for addictive behaviors: Update, generalization to addictive behaviors beyond internet-use disorders, and specification of the process character of addictive behaviors , 2019, Neuroscience & Biobehavioral Reviews.

[4]  Christian Montag,et al.  Addictive Features of Social Media/Messenger Platforms and Freemium Games against the Background of Psychological and Economic Theories , 2019, International journal of environmental research and public health.

[5]  C. Montag,et al.  Personality Associations With Smartphone and Internet Use Disorder: A Comparison Study Including Links to Impulsivity and Social Anxiety , 2019, Front. Public Health.

[6]  C. Montag,et al.  Measurement and Conceptualization of Gaming Disorder According to the World Health Organization Framework: the Development of the Gaming Disorder Test , 2019, International Journal of Mental Health and Addiction.

[7]  J. Grant,et al.  Problematic smartphone use associated with greater alcohol consumption, mental health issues, poorer academic performance, and impulsivity , 2019, Journal of behavioral addictions.

[8]  C. Montag,et al.  Cognitive- and Emotion-Related Dysfunctional Coping Processes: Transdiagnostic Mechanisms Explaining Depression and Anxiety’s Relations with Problematic Smartphone Use , 2019, Current Addiction Reports.

[9]  D. Ebert,et al.  Problematic smartphone use in young Swiss men: Its association with problematic substance use and risk factors derived from the pathway model , 2019, Journal of behavioral addictions.

[10]  C. Montag,et al.  Psychological and neuroscientific advances to understand Internet Use Disorder , 2019, Neuroforum.

[11]  J. Elhai,et al.  The relationship between anxiety symptom severity and problematic smartphone use: A review of the literature and conceptual frameworks. , 2019, Journal of anxiety disorders.

[12]  C. Montag,et al.  Linking Internet Communication and Smartphone Use Disorder by taking a closer look at the Facebook and WhatsApp applications , 2018, Addictive behaviors reports.

[13]  C. Montag,et al.  Who’s addicted to the smartphone and/or the Internet? , 2017, Psychology of Popular Media Culture.

[14]  C. Montag,et al.  The Multipurpose Application WeChat: A Review on Recent Research , 2018, Front. Psychol..

[15]  C. Montag.  The Neuroscience of Smartphone/Social Media Usage and the Growing Need to Include Methods from ‘Psychoinformatics’ , 2018, Information Systems and Neuroscience.

[16]  Silke M. Müller,et al.  Highlighting Internet-Communication Disorder as Further Internet-Use Disorder When Considering Neuroimaging Studies , 2018, Current Behavioral Neuroscience Reports.

[17]  Y. Khazaal,et al.  Disentangling the role of users’ preferences and impulsivity traits in problematic Facebook use , 2018, PloS one.

[18]  Ș. Gligor,et al.  Indicators of smartphone addiction and stress score in university students , 2018, Wiener klinische Wochenschrift.

[19]  T. Panova,et al.  Is smartphone addiction really an addiction? , 2018, Journal of behavioral addictions.

[20]  Xiaochun Xie,et al.  Sleep quality as a mediator of problematic smartphone use and clinical health symptoms , 2018, Journal of behavioral addictions.

[21]  A. Cooper,et al.  The Role of Empathy and Life Satisfaction in Internet and Smartphone Use Disorder , 2018, Front. Psychol..

[22]  C. Montag,et al.  Towards Homo Digitalis: Important Research Issues for Psychology and the Neurosciences at the Dawn of the Internet of Things and the Digital Society , 2018 .

[23]  K. Kendrick,et al.  Internet Communication Disorder and the structure of the human brain: initial insights on WeChat addiction , 2018, Scientific Reports.

[24]  Dmitri Rozgonjuk,et al.  Problematic Smartphone Use, Deep and Surface Approaches to Learning, and Social Media Use in Lectures † , 2018, International journal of environmental research and public health.

[25]  Ryan Dwyer,et al.  Smartphone use undermines enjoyment of face-to-face social interactions , 2017, Journal of Experimental Social Psychology.

[26]  Han Zhang,et al.  Neuroticism and quality of life: Multiple mediating effects of smartphone addiction and depression , 2017, Psychiatry Research.

[27]  C. Montag,et al.  The 2D:4D Marker and Different Forms of Internet Use Disorder , 2017, Front. Psychiatry.

[28]  Matthias Böhmer,et al.  Impact of location-based games on phone usage and movement: a case study on Pokémon GO , 2017, MobileHCI.

[29]  Christian Montag,et al.  Smartphone addiction, daily interruptions and self-reported productivity , 2017, Addictive behaviors reports.

[30]  A. Zangen,et al.  Answering the missed call: Initial exploration of cognitive and electrophysiological changes associated with smartphone use and abuse , 2017, PLoS ONE.

[31]  Zong-Kui Zhou,et al.  Mobile phone addiction and sleep quality among Chinese adolescents: A moderated mediation model , 2017, Comput. Hum. Behav..

[32]  Maarten W. Bos,et al.  Brain Drain: The Mere Presence of One’s Own Smartphone Reduces Available Cognitive Capacity , 2017, Journal of the Association for Consumer Research.

[33]  S. Kachanathu,et al.  Smartphone use addiction can cause neck disability , 2017, Musculoskeletal care.

[34]  C. Montag,et al.  Smartphone Addiction and Beyond: Initial Insights on an Emerging Research Topic and Its Relationship to Internet Addiction , 2017 .

[35]  M. Brand,et al.  Integrating psychological and neurobiological considerations regarding the development and maintenance of specific Internet-use disorders: An Interaction of Person-Affect-Cognition-Execution (I-PACE) model , 2016, Neuroscience & Biobehavioral Reviews.

[36]  M. Brand,et al.  Internet-Communication Disorder: It's a Matter of Social Aspects, Coping, and Internet-Use Expectancies , 2016, Front. Psychol..

[37]  Jon D. Elhai,et al.  Fear of missing out, need for touch, anxiety and depression are related to problematic smartphone use , 2016, Comput. Hum. Behav..

[38]  Patti M. Valkenburg,et al.  The Social Media Disorder Scale , 2016, Comput. Hum. Behav..

[39]  J. Crusius,et al.  The interplay between Facebook use, social comparison, envy, and depression , 2016 .

[40]  Elizabeth W. Dunn,et al.  "Silence Your Phones": Smartphone Notifications Increase Inattention and Hyperactivity Symptoms , 2016, CHI.

[41]  Maya Samaha Rupert,et al.  Relationships among smartphone addiction, stress, academic performance, and satisfaction with life , 2016, Comput. Hum. Behav..

[42]  C. Montag,et al.  Carpe diem instead of losing your social mind: Beyond digital addiction and why we all suffer from digital overuse , 2016 .

[43]  Yongseok Jee,et al.  Relationship between smartphone addiction and physical activity in Chinese international students in Korea , 2015, Journal of behavioral addictions.

[44]  Birsen Donmez,et al.  Smartwatches vs. smartphones: a preliminary report of driver behavior and perceived risk while responding to notifications , 2015, AutomotiveUI.

[45]  C. Montag,et al.  Smartphone usage in the 21st century: who is active on WhatsApp? , 2015, BMC Research Notes.

[46]  S. Savaş,et al.  Effects of smartphone overuse on hand function, pinch strength, and the median nerve , 2015, Muscle & nerve.

[47]  Eun Ji Kim,et al.  Correlation between Smartphone Addiction and Eating Behaviors of Elementary School Students in Ansan Area , 2015 .

[48]  K. Demi̇rci̇,et al.  Relationship of Smartphone Use Severity with Sleep Quality, Depression, and Anxiety in University Students , 2015, Journal of behavioral addictions.

[49]  P. Maurage,et al.  Are we overpathologizing everyday life? A tenable blueprint for behavioral addiction research , 2015, Journal of behavioral addictions.

[50]  P. Maurage,et al.  Can Disordered Mobile Phone Use Be Considered a Behavioral Addiction? An Update on Current Evidence and a Comprehensive Model for Future Research , 2015, Current Addiction Reports.

[51]  Christian Montag,et al.  Is it meaningful to distinguish between generalized and specific Internet addiction? Evidence from a cross‐cultural study from Germany, Sweden, Taiwan and China , 2015, Asia-Pacific psychiatry : official journal of the Pacific Rim College of Psychiatrists.

[52]  Daniel Kardefelt-Winther,et al.  A conceptual and methodological critique of internet addiction research: Towards a model of compensatory internet use , 2014, Comput. Hum. Behav..

[53]  Min Kwon,et al.  The Smartphone Addiction Scale: Development and Validation of a Short Version for Adolescents , 2013, PloS one.

[54]  R. A. Davis,et al.  A cognitive-behavioral model of pathological Internet use , 2001, Comput. Hum. Behav..