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Comparative Analysis of Personality Traits in Online Gambling: Systematic Review

Year 2025, Volume: 17 Issue: 4, 633 - 642

Abstract

The global rise in internet usage has significantly altered how people spend their leisure time, including gambling—one of the oldest and most hazardous forms of entertainment. This transformation has given rise to online gambling, a modern counterpart to traditional land-based gambling. This study aimed to (a) review existing findings on personality traits associated with online gambling and (b) compare the personality profiles of online gamblers to those of land-based gamblers. A systematic review was conducted following PRISMA guidelines, utilizing databases such as PubMed, Scopus, Web of Science, ULAKBIM TR Index, Turkish Psychiatry Index, Asos Index, and SOBIAD Index. Of the studies screened, 12 met the inclusion criteria. Findings highlighted that online gamblers are predominantly male, with higher levels of education and income compared to land-based gamblers. Key personality traits associated with online gambling addiction include high levels of sensation seeking, novelty seeking, neuroticism, and impulsivity, alongside low levels of self-directedness, cooperativeness, and extraversion. While these traits are also linked to land-based gambling, online gamblers were found to score lower in extraversion and honesty-humility. Additionally, some studies noted that online gamblers tend to accumulate greater gambling debts and experience higher gambling-related harms. Clinical studies revealed that individuals who engaged in both types of gambling—online and land-based—were most closely associated with pathological gambling behaviors. These findings underscore the role of specific personality traits and the unique risks posed by online gambling in the development of gambling addiction.

References

  • APA (2013) Diagnostic and Statistical Manual of Mental Disorders, 5th ed. (DSM-5). Washington DC, American Psychiatric Association.
  • Ashton MC, Lee K (2005) Honesty‐humility, the Big Five, and the Five‐Factor Model. J Pers, 73:1321-1354.
  • Bach G, Valero-Solís S, Rivas S, Agüera Z, Vintró-Alcaraz C, Lozano-Madrid M et al. (2020) Gambling phenotypes in online sports betting. Front Psychiatry, 11:482.
  • Bagby M, Vachon D, Bulmash EL, Toneatto, T, Quilty LC, Costa PT. (2007) Pathological gambling and the five-factor model of personality. Pers Individ Dif, 43:873-880.
  • Barrault S, Varescon I (2013) Impulsive sensation seeking and gambling practice among a sample of online poker players: Comparison between non pathological, problem and pathological gamblers. Pers Individ Dif, 55:502-507.
  • Black D, W Coryell, Crowe R. R, Shaw, McCormick B, Allen J (2015) Personality disorders, impulsiveness, and novelty seeking in persons with DSM-IV pathological gambling and their first-degree relatives. J Gambl Stud, 31:1201-1214.
  • Blaszczynski A, Russell A, Gainsbury S, Hing N (2016) Mental health and online, land-based and mixed gamblers. J Gambl Stud, 32:261-275.
  • Brunborg GS, Hanss D, Mentzoni RA, Molde H, Pallesen S (2016) Problem gambling and the five‐factor model of personality: a large population‐based study. Addiction, 111:1428-1435.
  • Carver A, Mccarty AJ (2013) Personality and psychographics of three types of gamblers in the United States. Int Gambl Stud, 13:338-355.
  • Cloninger CR, Przybeck TR, Svrakic DM, Wetzel RD (1994) The Temperament and Character
  • Inventory (TCI): A guide to its development and use, St. Louis, MO Center for Psychobiology of Personality, Washington University.
  • Cloninger CR, Svrakic DM, Przybeck, TR (1993) A psychobiological model of temperament and character. Arch Gen Psychiatry, 50:975-990.
  • Coventry KR, Brown RIF (1993) Sensation seeking, gambling and gambling addictions. Addiction, 88:541-554.
  • Dinc M, Eksi H, Aricak, O (2020) Temperament and character dimensions of personality in individuals with online gambling disorder in a high school student sample from Turkey. Psychiatry Clin Psychopharmacol, 30:396-402.
  • Dudfield FW, Malouff JM, Meynadier J (2023) The association between the five-factor model of personality and problem gambling: A meta-analysis. J Gambl Stud , 39:669-687.
  • Elton-Marshall T, Leatherdale ST, Turner NE (2016) An examination of internet and land-based gambling among adolescents in three Canadian provinces: Results from the youth gambling survey (YGS). BMC Public Health, 16:277.
  • Estevez A, Rodríguez R, Díaz N, Granero R, Mestre-Bach G, Steward T et al. (2017) How do online sports gambling disorder patients compare with land-based patients? J Behav Addict, 6:639-647.
  • Forbush KT, Shaw M, Graeber MA, Hovick L, Meyer VJ, Moser DJ et al. (2008) Neuropsychological characteristics and personality traits in pathological gambling. CNS Spectr, 13:306–315.
  • Gainsbury SM, Russell A, Blaszczynski A, Hing N (2015) The interaction between gambling activities and modes of access: a comparison of Internet-only, land-based only, and mixed-mode gamblers. Addict Behav, 41:34-40.
  • Gainsbury SM, Russell A, Hing N, Wood R, Lubman DI, Blaszczynski A (2014) The prevalence and determinants of problem gambling in Australia: assessing the impact of interactive gambling and new technologies. Psychol Addict Behav, 28:769-779.
  • Gainsbury S, Wood R, Russell A, Hing N, Blaszczynski A (2012) A digital revolution: Comparison of demographic profiles, attitudes and gambling behavior of internet and non-internet gamblers. Comput Hum Behav, 28:1388-1398.
  • Granero R, Jiménez-Murcia S, del Pino-Gutiérrez A, Mora B, Mendoza-Valenciano E, Baenas-Soto et al. (2020) Gambling phenotypes in online sports betting. Front Psychiatry, 11:482.
  • Griffiths M, Wardle H, Orford J, Sproston K, Erens B (2009). Sociodemographic correlates of internet gambling: findings from the 2007 British gambling prevalence survey. Cyberpsychol Behav, 12:199-202.
  • González-Roz A, Fernández-Hermida JR, Weidberg S, Martínez-Loredo V, Secades-Villa R (2017) Prevalence of problem gambling among adolescents: A comparison across modes of access, gambling activities, and levels of severity. J Gambl Stud, 33:371-382.
  • Hansenne M, Reggers J, Pinto E, Kjiri K, Ajamier A, Ansseau M (1999) Temperament and Character Inventory (TCI) and depression. J Psychiatr Res. 33:31-36.
  • Hing N, Russell AM, Black A, Rockloff M, Browne M, Rawat et al. (2022) Gambling prevalence and gambling problems amongst land-based-only, online-only and mixed-mode gamblers in Australia: A national study. Comput Hum Behav, 132:107269.
  • Hodgins DC, Holub A (2015) Components of impulsivity in gambling disorder. Int J Ment Health Addict, 13:699-711
  • Ivanova E, Rafi J, Lindner P, Carlbring, P (2019) Experiences of responsible gambling tools among non-problem gamblers: A survey of active customers of an online gambling platform. Addict Behav Rep, 9:100161.
  • Kim HS, Rash CL, McGrath DS (2018) The dishonest gambler: Low HEXACO honesty–humility and gambling severity in a community sample of gamblers. Pers Ment Health, 12:355-364.
  • Köksoy Vayısoğlu S, Öncü E, Güven Y (2019) The frequency of gambling among university
  • students and its relationships to their sensation-seeking behaviors. Addicta: The Turkish Journal on Addictions, 6:69-90.
  • Leslie RD, McGrath DS (2023) A comparative profile of online, offline, and mixed-mode problematic gamblers' gambling ınvolvement, motives, and HEXACO personality traits. J Gambl Stud, 40:237-253.
  • Lopez-Torres I, León-Quismondo L, Ibáñez A (2021) Impulsivity, lack of premeditation, and debts in online gambling disorder. Front Psychiatry, 11:618148.
  • Mallorquí-Bagué N, Fernández-Aranda F, Lozano-Madrid M, Granero R, Mestre-Bach G, Baño M et al. (2017) Internet gaming disorder and online gambling disorder: Clinical and personality correlates. J Behav Addict, 6:669-677.
  • McGrath DS, Neilson T, Lee K, Rash CL, Rad M (2018) Associations between the HEXACO model of personality and gambling involvement, motivations to gamble, and gambling severity in young adult gamblers. J Behav Addict, 7:392-400.
  • Mestre-Bach G, Steward T, Granero R, Fernández-Aranda F, Mena-Moreno T, Vintró-Alcaraz C, Lozano-Madrid M, Menchón J.M, Potenza M et al. (2020) Dimensions of Impulsivity in gambling disorder. Sci Rep, 10:397.
  • Mowen JC, Fang X, Scott, K (2009) A hierarchical model approach for identifying the trait antecedents of general gambling propensity and of four gambling-related genres. J Bus Res, 62:1262-1268.
  • Myrseth H, Pallesen S, Molde H, Johnsen B. H,Lorvik, M (2009). Personality factors as predictors of pathological gambling. Pers Individ Diff, 47:933-937.
  • Nordin C, Nylander PO (2007). Temperament and character in pathological gambling. J Gambl Stud, 23:113-120.
  • Nower L, Blaszczynski A (2006). Impulsivity and pathological gambling: A descriptive model. Int Gambl Stud, 6:61-75.
  • Page MJ, McKenzie JE, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD et al. (2021) The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. Int J Surg, 88:105906.
  • Papineau E, Lacroix G, Sevigny S, Biron J. F, Corneau-Tremblay N, Lemétayer F (2018) Assessing the differential impacts of online, mixed, and offline gambling. Int Gambl Stud, 18:69-91.
  • Redondo I (2015). Assessing the risks associated with online lottery and casino gambling: A comparative analysis of players’ individual characteristics and types of gambling. Int J Ment Health Addict, 13:584-596.
  • Strømme R, Børstad KH, Rø AE, Erevik EK, Sagoe D, Chegeni, R et al. (2021) The relationship between gambling problems and the five-factor model of personality: A systematic review and meta-analysis. Front Psychiatry, 12:740235.
  • Tessier S, Romo L, Zerhouni O (2021) Impact of advertising campaigns among online gamblers: the role perceptions of social support and personality traits. Front Psychiatry, 12:599988.
  • Toce‐Gerstein M, Gerstein DR, Volberg RA (2003) A hierarchy of gambling disorders in the community. Addict, 98:1661-1672.
  • von der Heiden JM, Egloff B (2021) Associations of the Big Five and locus of control with problem gambling in a large Australian sample. PloS One, 16:e0253046.
  • Whiting SW, Hoff RA, Balodis IM, Potenza MN (2019) An exploratory study of relationships among five-factor personality measures and forms of gambling in adults with and without probable pathological gambling. J Gambl Stud, 35:915-928.
  • Wingo T, Nesil T, Choi JS, Li, MD (2016) Novelty seeking and drug addiction in humans and animals: from behavior to molecules. J Neuroimmune Pharmacol, 11:456–470.
  • WHO (2021) International Statistical Classification of Diseases and Related Health Problems 11th Revision (ICD-11). Geneva, World Health Organization.
  • Zuckerman M, Kuhlman DM (2000) Personality and risk‐taking: common bisocial factors. J Pers, 68:999-1029.
  • Zuckerman M (1979) Sensation Seeking: Beyond the Optimal Level of Arousal, Hillsdale, NJ, Erlbaum.

Çevrimiçi Kumarda Kişilik Özelliklerinin Karşılaştırmalı Analizi: Sistematik Derleme

Year 2025, Volume: 17 Issue: 4, 633 - 642

Abstract

İnternet kullanımının çarpıcı bir şekilde artması, insanların boş zamanlarını değerlendirme biçimlerinde değişikliklere yol açmıştır. Bu artışla beraber, en eski riskli eğlence biçimlerinden biri olan kumar da değişime uğramıştır. Yeni bir kumar oynama biçimi olarak çevrimiçi kumar ortaya çıkmıştır. Söz konusu çalışmanın iki amacı bulunmaktadır: a) çevrimiçi kumarla ilgili kişilik özelliklerine dair bulguları sistematik olarak gözden geçirmek ve b) çevrimiçi kumar oyuncularının kişilik profilini fiziksel kumar oyuncularıyla karşılaştırmak. Sistematik İncelemeler ve Meta-Analizler İçin Tercih Edilen Raporlama Öğeleri (PRISMA) yönergelerine uygun olarak PubMed, Scopus, Web of Science, ULAKBİM TR Dizin, SOBIAD, Asos İndeks ve Türk Psikiyatri Dizini veri tabanları taranmıştır. Dahil edilme kriterlerini karşılayan 12 çalışma ile bazı kişilik özellikleri öne çıkmıştır. Çalışmalar, çevrimiçi kumar oynayanların çoğunlukla erkek olduklarını, fiziksel kumar oynayanlara kıyasla daha yüksek eğitim düzeyine ve daha yüksek gelire sahip olduklarını göstermiştir. Duyum arayışı, yenilik arayışı, nevrotiklik, dürtüsellik gibi kişilik özelliklerinde yüksek seviyeler ve düşük düzeyde kendini yönetme, iş birliği yapma ve dışa dönüklük kişilik özelliklerinin çevrimiçi kumar oynama davranışının gelişmesinde önemli bir rol oynadığı görülmüştür. Bu kişilik özellikleri halihazırda fiziksel kumarla ilişkilendirilmiş olmasına rağmen, çevrimiçi kumar oyuncularının dışa dönüklük ve dürüstlük-alçakgönüllülük kişilik özelliklerinde daha düşük seviyelerde olduğu belirlenmiştir. Diğer spesifik bulgular, çevrimiçi kumar oyuncularının daha yüksek kumar borçlarına sahip olduklarını ve genel olarak kumardan daha fazla zarara uğradıklarını göstermiştir. Son olarak, klinik çalışmalarda, kumar bağımlılığına en yakın grubun her iki tür kumara da başvuran karma grubun olduğu görülmüştür. Bu sonuçlar, bazı kişilik özelliklerinin ve çevrimiçi kumarın kumar bağımlılığı riskini artırdığını göstermektedir.

References

  • APA (2013) Diagnostic and Statistical Manual of Mental Disorders, 5th ed. (DSM-5). Washington DC, American Psychiatric Association.
  • Ashton MC, Lee K (2005) Honesty‐humility, the Big Five, and the Five‐Factor Model. J Pers, 73:1321-1354.
  • Bach G, Valero-Solís S, Rivas S, Agüera Z, Vintró-Alcaraz C, Lozano-Madrid M et al. (2020) Gambling phenotypes in online sports betting. Front Psychiatry, 11:482.
  • Bagby M, Vachon D, Bulmash EL, Toneatto, T, Quilty LC, Costa PT. (2007) Pathological gambling and the five-factor model of personality. Pers Individ Dif, 43:873-880.
  • Barrault S, Varescon I (2013) Impulsive sensation seeking and gambling practice among a sample of online poker players: Comparison between non pathological, problem and pathological gamblers. Pers Individ Dif, 55:502-507.
  • Black D, W Coryell, Crowe R. R, Shaw, McCormick B, Allen J (2015) Personality disorders, impulsiveness, and novelty seeking in persons with DSM-IV pathological gambling and their first-degree relatives. J Gambl Stud, 31:1201-1214.
  • Blaszczynski A, Russell A, Gainsbury S, Hing N (2016) Mental health and online, land-based and mixed gamblers. J Gambl Stud, 32:261-275.
  • Brunborg GS, Hanss D, Mentzoni RA, Molde H, Pallesen S (2016) Problem gambling and the five‐factor model of personality: a large population‐based study. Addiction, 111:1428-1435.
  • Carver A, Mccarty AJ (2013) Personality and psychographics of three types of gamblers in the United States. Int Gambl Stud, 13:338-355.
  • Cloninger CR, Przybeck TR, Svrakic DM, Wetzel RD (1994) The Temperament and Character
  • Inventory (TCI): A guide to its development and use, St. Louis, MO Center for Psychobiology of Personality, Washington University.
  • Cloninger CR, Svrakic DM, Przybeck, TR (1993) A psychobiological model of temperament and character. Arch Gen Psychiatry, 50:975-990.
  • Coventry KR, Brown RIF (1993) Sensation seeking, gambling and gambling addictions. Addiction, 88:541-554.
  • Dinc M, Eksi H, Aricak, O (2020) Temperament and character dimensions of personality in individuals with online gambling disorder in a high school student sample from Turkey. Psychiatry Clin Psychopharmacol, 30:396-402.
  • Dudfield FW, Malouff JM, Meynadier J (2023) The association between the five-factor model of personality and problem gambling: A meta-analysis. J Gambl Stud , 39:669-687.
  • Elton-Marshall T, Leatherdale ST, Turner NE (2016) An examination of internet and land-based gambling among adolescents in three Canadian provinces: Results from the youth gambling survey (YGS). BMC Public Health, 16:277.
  • Estevez A, Rodríguez R, Díaz N, Granero R, Mestre-Bach G, Steward T et al. (2017) How do online sports gambling disorder patients compare with land-based patients? J Behav Addict, 6:639-647.
  • Forbush KT, Shaw M, Graeber MA, Hovick L, Meyer VJ, Moser DJ et al. (2008) Neuropsychological characteristics and personality traits in pathological gambling. CNS Spectr, 13:306–315.
  • Gainsbury SM, Russell A, Blaszczynski A, Hing N (2015) The interaction between gambling activities and modes of access: a comparison of Internet-only, land-based only, and mixed-mode gamblers. Addict Behav, 41:34-40.
  • Gainsbury SM, Russell A, Hing N, Wood R, Lubman DI, Blaszczynski A (2014) The prevalence and determinants of problem gambling in Australia: assessing the impact of interactive gambling and new technologies. Psychol Addict Behav, 28:769-779.
  • Gainsbury S, Wood R, Russell A, Hing N, Blaszczynski A (2012) A digital revolution: Comparison of demographic profiles, attitudes and gambling behavior of internet and non-internet gamblers. Comput Hum Behav, 28:1388-1398.
  • Granero R, Jiménez-Murcia S, del Pino-Gutiérrez A, Mora B, Mendoza-Valenciano E, Baenas-Soto et al. (2020) Gambling phenotypes in online sports betting. Front Psychiatry, 11:482.
  • Griffiths M, Wardle H, Orford J, Sproston K, Erens B (2009). Sociodemographic correlates of internet gambling: findings from the 2007 British gambling prevalence survey. Cyberpsychol Behav, 12:199-202.
  • González-Roz A, Fernández-Hermida JR, Weidberg S, Martínez-Loredo V, Secades-Villa R (2017) Prevalence of problem gambling among adolescents: A comparison across modes of access, gambling activities, and levels of severity. J Gambl Stud, 33:371-382.
  • Hansenne M, Reggers J, Pinto E, Kjiri K, Ajamier A, Ansseau M (1999) Temperament and Character Inventory (TCI) and depression. J Psychiatr Res. 33:31-36.
  • Hing N, Russell AM, Black A, Rockloff M, Browne M, Rawat et al. (2022) Gambling prevalence and gambling problems amongst land-based-only, online-only and mixed-mode gamblers in Australia: A national study. Comput Hum Behav, 132:107269.
  • Hodgins DC, Holub A (2015) Components of impulsivity in gambling disorder. Int J Ment Health Addict, 13:699-711
  • Ivanova E, Rafi J, Lindner P, Carlbring, P (2019) Experiences of responsible gambling tools among non-problem gamblers: A survey of active customers of an online gambling platform. Addict Behav Rep, 9:100161.
  • Kim HS, Rash CL, McGrath DS (2018) The dishonest gambler: Low HEXACO honesty–humility and gambling severity in a community sample of gamblers. Pers Ment Health, 12:355-364.
  • Köksoy Vayısoğlu S, Öncü E, Güven Y (2019) The frequency of gambling among university
  • students and its relationships to their sensation-seeking behaviors. Addicta: The Turkish Journal on Addictions, 6:69-90.
  • Leslie RD, McGrath DS (2023) A comparative profile of online, offline, and mixed-mode problematic gamblers' gambling ınvolvement, motives, and HEXACO personality traits. J Gambl Stud, 40:237-253.
  • Lopez-Torres I, León-Quismondo L, Ibáñez A (2021) Impulsivity, lack of premeditation, and debts in online gambling disorder. Front Psychiatry, 11:618148.
  • Mallorquí-Bagué N, Fernández-Aranda F, Lozano-Madrid M, Granero R, Mestre-Bach G, Baño M et al. (2017) Internet gaming disorder and online gambling disorder: Clinical and personality correlates. J Behav Addict, 6:669-677.
  • McGrath DS, Neilson T, Lee K, Rash CL, Rad M (2018) Associations between the HEXACO model of personality and gambling involvement, motivations to gamble, and gambling severity in young adult gamblers. J Behav Addict, 7:392-400.
  • Mestre-Bach G, Steward T, Granero R, Fernández-Aranda F, Mena-Moreno T, Vintró-Alcaraz C, Lozano-Madrid M, Menchón J.M, Potenza M et al. (2020) Dimensions of Impulsivity in gambling disorder. Sci Rep, 10:397.
  • Mowen JC, Fang X, Scott, K (2009) A hierarchical model approach for identifying the trait antecedents of general gambling propensity and of four gambling-related genres. J Bus Res, 62:1262-1268.
  • Myrseth H, Pallesen S, Molde H, Johnsen B. H,Lorvik, M (2009). Personality factors as predictors of pathological gambling. Pers Individ Diff, 47:933-937.
  • Nordin C, Nylander PO (2007). Temperament and character in pathological gambling. J Gambl Stud, 23:113-120.
  • Nower L, Blaszczynski A (2006). Impulsivity and pathological gambling: A descriptive model. Int Gambl Stud, 6:61-75.
  • Page MJ, McKenzie JE, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD et al. (2021) The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. Int J Surg, 88:105906.
  • Papineau E, Lacroix G, Sevigny S, Biron J. F, Corneau-Tremblay N, Lemétayer F (2018) Assessing the differential impacts of online, mixed, and offline gambling. Int Gambl Stud, 18:69-91.
  • Redondo I (2015). Assessing the risks associated with online lottery and casino gambling: A comparative analysis of players’ individual characteristics and types of gambling. Int J Ment Health Addict, 13:584-596.
  • Strømme R, Børstad KH, Rø AE, Erevik EK, Sagoe D, Chegeni, R et al. (2021) The relationship between gambling problems and the five-factor model of personality: A systematic review and meta-analysis. Front Psychiatry, 12:740235.
  • Tessier S, Romo L, Zerhouni O (2021) Impact of advertising campaigns among online gamblers: the role perceptions of social support and personality traits. Front Psychiatry, 12:599988.
  • Toce‐Gerstein M, Gerstein DR, Volberg RA (2003) A hierarchy of gambling disorders in the community. Addict, 98:1661-1672.
  • von der Heiden JM, Egloff B (2021) Associations of the Big Five and locus of control with problem gambling in a large Australian sample. PloS One, 16:e0253046.
  • Whiting SW, Hoff RA, Balodis IM, Potenza MN (2019) An exploratory study of relationships among five-factor personality measures and forms of gambling in adults with and without probable pathological gambling. J Gambl Stud, 35:915-928.
  • Wingo T, Nesil T, Choi JS, Li, MD (2016) Novelty seeking and drug addiction in humans and animals: from behavior to molecules. J Neuroimmune Pharmacol, 11:456–470.
  • WHO (2021) International Statistical Classification of Diseases and Related Health Problems 11th Revision (ICD-11). Geneva, World Health Organization.
  • Zuckerman M, Kuhlman DM (2000) Personality and risk‐taking: common bisocial factors. J Pers, 68:999-1029.
  • Zuckerman M (1979) Sensation Seeking: Beyond the Optimal Level of Arousal, Hillsdale, NJ, Erlbaum.
There are 52 citations in total.

Details

Primary Language English
Subjects Clinical Psychology, Personality and Individual Differences
Journal Section Review
Authors

Burak Kemal Ateş 0000-0002-7355-6996

Sedat Batmaz 0000-0003-0585-2184

Publication Date
Submission Date August 10, 2024
Acceptance Date December 29, 2024
Published in Issue Year 2025 Volume: 17 Issue: 4

Cite

AMA Ateş BK, Batmaz S. Comparative Analysis of Personality Traits in Online Gambling: Systematic Review. Psikiyatride Güncel Yaklaşımlar - Current Approaches in Psychiatry. 17(4):633-642.

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Psikiyatride Güncel Yaklaşımlar - Current Approaches in Psychiatry is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.