Internet gaming disorder: Trends in prevalence 1998-2016.

Internet gaming disorder (IGD), defined as “Persistent and recurrent use of the Internet to engage in games, often with other players, leading to clinically significant impairment or distress,” is a condition for further study in the most recent version of the Diagnostic and Statistical Manual of Mental Disorders, the DSM-5 (1), and research publications in gaming and internet addiction have increased rapidly in the last decade (2,3). Its precise definition continues to generate considerable controversy (4–7) and a multitude of measuring tools (8–13). Significant overlap in the neurobiology underlying both behavioral addictions and substance use disorders have been found in animal models and human brain imaging studies (14–16), starting with Gambling Disorder, which entered the DSM-III in 1980, and, as starting points for studying this phenomenon, the criteria for diagnosing IGD have been derived from different facets of Gambling Disorder, Substance Use Disorder, Impulse Control Disorders, and the developing field of Internet Addiction (17–20). Given rapid expansion of internet use and gaming technology over the past 20 years, a review of available prevalence measurements could potentially allow for detection of an epidemiological trajectory for this disorder. Prior to IGD being listed as a Condition for Further Study in the DSM-5, the terminology for the phenomenon of excessive online gaming was not standardized, with nomenclature varying from problematic online gaming, pathological gaming, gaming addiction, excessive gaming, gaming use disorder, videogame addiction, videogame dependency to conflations with internet addiction, internet use disorder, pathological internet use, problematic internet use, technology use disorder, pathological technology use, to compulsive internet use (10,21–30). In this paper, we take an agnostic approach to the specific criteria being used to measure this phenomenon, and are interested in whether the reported prevalence of this disorder has changed with time, given the rapidly expanding access to internet games, and the exponential growth of publications in the area of psychopathology related to technology (31–34). To this end, we have undertaken a targeted review of the literature regarding the prevalence of Internet Gaming Disorder in any population, organized in a linear manner spanning the emergence of the earliest publications regarding gaming addiction in the 1990s, through the end of 2016.

[1]  Jeroen S. Lemmens,et al.  Griffiths et al.'s comments on the international consensus statement of internet gaming disorder: furthering consensus or hindering progress? , 2016, Addiction.

[2]  Qin Zhang,et al.  Internet Addiction Among Elementary and Middle School Students in China: A Nationally Representative Sample Study , 2014, Cyberpsychology Behav. Soc. Netw..

[3]  A. V. van Rooij,et al.  Online video game addiction: identification of addicted adolescent gamers. , 2010, Addiction.

[4]  D. Gentile Pathological Video-Game Use Among Youth Ages 8 to 18 , 2009, Psychological science.

[5]  A. Berchtold,et al.  Reframing video gaming and internet use addiction: empirical cross-national comparison of heavy use over time and addiction scales among young users. , 2016, Addiction.

[6]  A. Tsitsika,et al.  Risk factors and psychosocial characteristics of potential problematic and problematic internet use among adolescents: A cross-sectional study , 2011, BMC public health.

[7]  M. Griffiths,et al.  Internet Gaming Disorder Among Slovenian Primary Schoolchildren: Findings From a Nationally Representative Sample of Adolescents , 2016, Journal of behavioral addictions.

[8]  G. Arbanas Diagnostic and Statistical Manual of Mental Disorders (DSM-5) , 2015 .

[9]  William F. Wieczorek,et al.  The Relationship of Ecological and Geographic Factors to Gambling Behavior and Pathology , 2004, Journal of Gambling Studies.

[10]  Daniel L. King,et al.  DSM-5 internet gaming disorder needs a unified approach to assessment , 2014 .

[11]  M. Griffiths,et al.  Internet and Gaming Addiction: A Systematic Literature Review of Neuroimaging Studies , 2012, Brain sciences.

[12]  C. Ko,et al.  Internet addiction: ongoing research in Asia , 2010, World psychiatry : official journal of the World Psychiatric Association.

[13]  M. Beutel,et al.  Free-to-play: About addicted Whales, at risk Dolphins and healthy Minnows. Monetarization design and Internet Gaming Disorder. , 2017, Addictive behaviors.

[14]  Daniel L. King,et al.  Toward a consensus definition of pathological video-gaming: a systematic review of psychometric assessment tools. , 2013, Clinical psychology review.

[15]  M. Griffiths,et al.  Internet Gaming Addiction: A Systematic Review of Empirical Research , 2012, International Journal of Mental Health and Addiction.

[16]  Mark C. Coulson,et al.  A meta-analysis of pathological gaming prevalence and comorbidity with mental health, academic and social problems. , 2011, Journal of psychiatric research.

[17]  Andrew K. Przybylski,et al.  Internet Gaming Disorder: Investigating the Clinical Relevance of a New Phenomenon. , 2017, The American journal of psychiatry.

[18]  Marc N. Potenza,et al.  Video-Gaming Among High School Students: Health Correlates, Gender Differences, and Problematic Gaming , 2010, Pediatrics.

[19]  Douglas A. Gentile,et al.  A Conceptual Review of Research on the Pathological Use of Computers, Video Games, and the Internet , 2012, International Journal of Mental Health and Addiction.

[20]  M. Kaess,et al.  A 2-year longitudinal study of prospective predictors of pathological Internet use in adolescents , 2016, European Child & Adolescent Psychiatry.

[21]  O. Lopez-Fernandez,et al.  Internet addiction and problematic Internet use: A systematic review of clinical research. , 2016, World journal of psychiatry.

[22]  Daniel L. King,et al.  Working towards an international consensus on criteria for assessing internet gaming disorder: a critical commentary on Petry et al. (2014). , 2016, Addiction.

[23]  M. Griffiths,et al.  The evolution of Internet addiction: A global perspective. , 2016, Addictive Behaviours.

[24]  Y. Khazaal,et al.  Psychometric properties of the 7-item game addiction scale among french and German speaking adults , 2016, BMC Psychiatry.

[25]  Jerald J. Block Issues for DSM-V: internet addiction. , 2008, The American journal of psychiatry.

[26]  Andrew K. Przybylski,et al.  A weak scientific basis for gaming disorder: Let us err on the side of caution , 2018, Journal of behavioral addictions.

[27]  N. Petry,et al.  Internet gaming disorder and the DSM-5. , 2013, Addiction.

[28]  Erica M. Woodin,et al.  Natural course of behavioral addictions: a 5-year longitudinal study , 2015, BMC Psychiatry.

[29]  G. Koob,et al.  Addiction as a stress surfeit disorder , 2014, Neuropharmacology.

[30]  Jeroen S. Lemmens,et al.  Internet gaming and addiction: a reply to King & Delfabbro. , 2014, Addiction.

[31]  Mark D. Griffiths,et al.  Excessive Computer Game Playing: Evidence for Addiction and Aggression? , 2007, Cyberpsychology Behav. Soc. Netw..

[32]  Kimberly Young,et al.  Internet Addiction: The Emergence of a New Clinical Disorder , 1998, Cyberpsychology Behav. Soc. Netw..

[33]  Lynne D. Roberts,et al.  Psychometric Testing of the Personal Internet Gaming Disorder Evaluation-9: A New Measure Designed to Assess Internet Gaming Disorder , 2016, Cyberpsychology Behav. Soc. Netw..

[34]  King-wa Fu,et al.  Internet addiction: prevalence, discriminant validity and correlates among adolescents in Hong Kong , 2010, British Journal of Psychiatry.

[35]  Angeline Khoo,et al.  Pathological video-gaming among Singaporean youth. , 2010, Annals of the Academy of Medicine, Singapore.

[36]  Xavier Carbonell,et al.  A bibliometric analysis of the scientific literature on Internet, video games, and cell phone addiction. , 2009, Journal of the Medical Library Association : JMLA.

[37]  D. Lukšienė,et al.  Problematic computer game use as expression of Internet addiction and its association with self-rated health in the Lithuanian adolescent population. , 2016, Medicina.

[38]  M. Griffiths,et al.  The relationship between addictive use of social media and video games and symptoms of psychiatric disorders: A large-scale cross-sectional study. , 2016, Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors.

[39]  Chih-Hung Ko,et al.  Factors Predictive for Incidence and Remission of Internet Addiction in Young Adolescents: A Prospective Study , 2007, Cyberpsychology Behav. Soc. Netw..

[40]  N. Volkow,et al.  Neurobiologic Advances from the Brain Disease Model of Addiction. , 2016, The New England journal of medicine.

[41]  Jeroen S. Lemmens,et al.  The Internet Gaming Disorder Scale. , 2015, Psychological assessment.

[42]  M. Kaess,et al.  Prevalence of pathological internet use among adolescents in Europe: demographic and social factors. , 2012, Addiction.

[43]  Dike van de Mheen,et al.  Compulsive Internet use: the role of online gaming and other internet applications. , 2010, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[44]  I. Shiue Self and environmental exposures to drinking, smoking, gambling or video game addiction are associated with adult hypertension, heart and cerebrovascular diseases, allergy, self-rated health and happiness: Japanese General Social Survey, 2010. , 2015, International journal of cardiology.

[45]  Rita Z. Goldstein,et al.  Neuroimaging for drug addiction and related behaviors , 2011, Reviews in the neurosciences.

[46]  Jeroen S. Lemmens,et al.  The Effects of Pathological Gaming on Aggressive Behavior , 2010, Journal of youth and adolescence.

[47]  Jaehee Cho,et al.  Prevalence of Internet Gaming Disorder among Korean Adolescents and Associations with Non-psychotic Psychological Symptoms, and Physical Aggression. , 2016, American journal of health behavior.

[48]  Joël Billieux,et al.  Problematic digital gaming behavior and its relation to the psychological, social and physical health of Finnish adolescents and young adults , 2015, Journal of behavioral addictions.

[49]  John P. Charlton,et al.  Distinguishing addiction and high engagement in the context of online game playing , 2007, Comput. Hum. Behav..

[50]  M. Griffiths,et al.  Internet addiction: a systematic review of epidemiological research for the last decade. , 2014, Current pharmaceutical design.

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

[52]  M. Kaess,et al.  Pathological Internet use among adolescents: Comparing gamers and non-gamers , 2015, Psychiatry Research.

[53]  N. Petry,et al.  Prevalence of Internet gaming disorder in German adolescents: diagnostic contribution of the nine DSM-5 criteria in a state-wide representative sample. , 2015, Addiction.

[54]  Daniel Kardefelt-Winther Conceptualizing Internet use disorders: Addiction or coping process? , 2017, Psychiatry and clinical neurosciences.

[55]  Elias Aboujaoude,et al.  Internet addiction: reappraisal of an increasingly inadequate concept , 2016, CNS Spectrums.

[56]  M. Beutel,et al.  Regular gaming behavior and internet gaming disorder in European adolescents: results from a cross-national representative survey of prevalence, predictors, and psychopathological correlates , 2015, European Child & Adolescent Psychiatry.

[57]  Fang Yang,et al.  Personal characteristics related to the risk of adolescent internet addiction: a survey in Shanghai, China , 2012, BMC Public Health.

[58]  D. Christensen,et al.  Physical accessibility of gaming opportunity and its relationship to gaming involvement and problem gambling: A systematic review , 2013 .

[59]  Mark D. Griffiths,et al.  Prevalence and Predictors of Video Game Addiction: A Study Based on a National Representative Sample of Gamers , 2015, International Journal of Mental Health and Addiction.

[60]  Robert J. Williams,et al.  Reliability and Validity of the Behavioral Addiction Measure for Video Gaming , 2016, Cyberpsychology Behav. Soc. Netw..

[61]  Rainbow T. H. Ho,et al.  Prevalence and Correlates of Video and Internet Gaming Addiction among Hong Kong Adolescents: A Pilot Study , 2014, TheScientificWorldJournal.

[62]  N. Martin,et al.  Local area disadvantage and gambling involvement and disorder: Evidence for gene-environment correlation and interaction. , 2015, Journal of abnormal psychology.

[63]  Moon-Soo Lee,et al.  Characteristics of Internet Use in Relation to Game Genre in Korean Adolescents , 2007, Cyberpsychology Behav. Soc. Netw..

[64]  D. Han,et al.  Neurobiological findings related to Internet use disorders , 2017, Psychiatry and clinical neurosciences.

[65]  Jeffrey S. Anderson,et al.  Brain connectivity and psychiatric comorbidity in adolescents with Internet gaming disorder , 2017, Addiction biology.

[66]  Mark D. Griffiths,et al.  Videogame Addiction and its Treatment , 2009, Journal of Contemporary Psychotherapy.

[67]  E. Aboujaoude Problematic Internet use: an overview , 2010, World psychiatry : official journal of the World Psychiatric Association.

[68]  D. Gentile,et al.  Pathological Video Game Use Among Youths: A Two-Year Longitudinal Study , 2011, Pediatrics.

[69]  Bung-Nyun Kim,et al.  Correlations among Social Anxiety, Self-Esteem, Impulsivity, and Game Genre in Patients with Problematic Online Game Playing , 2016, Psychiatry investigation.

[70]  A. Ghanizadeh,et al.  Prevalence of Addiction to the Internet, Computer Games, DVD, and Video and Its Relationship to Anxiety and Depression in a Sample of Iranian High School Students , 2014, Iranian journal of psychiatry and behavioral sciences.

[71]  Mark D. Griffiths,et al.  Psychometric Properties of the Problematic Online Gaming Questionnaire Short-Form and Prevalence of Problematic Online Gaming in a National Sample of Adolescents , 2013, Cyberpsychology Behav. Soc. Netw..

[72]  Jeroen S. Lemmens,et al.  An international consensus for assessing internet gaming disorder using the new DSM-5 approach. , 2014, Addiction.

[73]  K. Young The evolution of Internet addiction. , 2017, Addictive behaviors.

[74]  T. Panova,et al.  Trends in Scientific Literature on Addiction to the Internet, Video Games, and Cell Phones from 2006 to 2010 , 2016, International journal of preventive medicine.

[75]  Ching-Man Lai,et al.  Psychometric properties of the internet addiction test in Chinese adolescents. , 2013, Journal of pediatric psychology.

[76]  M. Griffiths,et al.  Chaos and confusion in DSM-5 diagnosis of Internet Gaming Disorder: Issues, concerns, and recommendations for clarity in the field , 2017, Journal of behavioral addictions.

[77]  I. Bakken,et al.  Excessive Computer Game Playing among Norwegian Adults: Self-Reported Consequences of Playing and Association with Mental Health Problems , 2009, Psychological reports.