Skip to main content

Quantitative Behavior Genetics of Internet Addiction

  • Chapter
  • First Online:

Abstract

It is now well established that all human traits are influenced both by genes and the environment. This suggests that most relationships, such as the relationship between personality and Internet addiction, may be due in part to genetic influences. To reach a more complete understanding of the risk factors associated with the initiation and maintenance of Internet addiction, the dynamic interplay of genes and environment over the life course must be investigated to allow for the identification of potential developmental changes linked to genetic vulnerabilities and resilience. In this chapter, we highlight behavior genetic research approaches and findings with respect to Internet addiction (In line with the editors of this book, we use the term Internet addiction as an umbrella term encompassing different conceptualizations and understandings of the phenomenon of problematic Internet use.) and related constructs. We will outline how genetically informative data can provide new and promising insights into the understanding of underlying sources of individual differences in Internet addiction. Future research questions will also be discussed.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   99.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   129.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   179.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Notes

  1. 1.

    The formula is derived from the respective formulae for the correlations of MZ twins (r MZ = V G + V C) and DZ twins (r DZ = ½ V G + V C). Subtracting the second equation from the first gives h 2 = 2*(rMZ – rDZ).

  2. 2.

    Mendelian randomization is the term applied to the random assortment of alleles at the time of gamete formation.

  3. 3.

    Endophenotypes are biological or psychological features that mediate the link between genes and complex behaviors.

References

  • Agrawal A, Neale MC, Jacobson KC, Prescott CA, Kendler KS (2005) Illicit drug use and abuse/dependence: modeling of two-stage variables using the CCC approach. Addict Behav 30(5):1043–1048. http://doi.org/10.1016/j.addbeh.2004.09.007

  • Agrawal A, Verweij KJH, Gillespie NA, Heath AC, Lessov-Schlaggar CN, Martin NG, Lynskey MT (2012) The genetics of addiction—a translational perspective. Trans Psychiatry 2:e140. http://doi.org/10.1038/tp.2012.54

  • Belsky J, Pluess M (2009) Beyond diathesis stress: differential susceptibility to environmental influences. Psychol Bull 135(6):885–908. http://doi.org/10.1037/a0017376

  • Boomsma DI, Van Beijsterveldt CEM, Hudziak JJ (2005) Genetic and environmental influences on Anxious/Depression during childhood: a study from the Netherlands Twin Register. Genes Brain and Behav 4(8):466–481. http://doi.org/10.1111/j.1601-183X.2005.00141.x

  • Caplan SE (2010) Theory and measurement of generalized problematic Internet use: a two-step approach. Comput Hum Behav 26(5):1089–1097. http://doi.org/10.1016/j.chb.2010.03.012

  • Carli V, Durkee T, Wasserman D, Hadlaczky G, Despalins R, Kramarz E, Kaess M (2013) The association between pathological internet use and comorbid psychopathology: a systematic review. Psychopathology 46(1):1–13. http://doi.org/10.1159/000337971

  • Ceyhan AA, Ceyhan E (2014) the validity and reliability study of problematic internet use scale for adolescents. Bağımlılık Dergisi - J Depend 15(2):56–64

    Google Scholar 

  • Christakis DA (2010) Internet addiction: a 21st century epidemic? BMC Med 8(1):1–3. http://doi.org/10.1186/1741-7015-8-61

  • Deryakulu D, Ursavaş ÖF (2014) Genetic and environmental influences on problematic Internet use: a twin study. Comput Hum Behav 39:331–338. http://doi.org/10.1016/j.chb.2014.07.038

  • Dick DM, Pagan JL, Viken R, Purcell S, Kaprio J, Pulkkinen L, Rose RJ (2007) Changing environmental influences on substance use across development. Twin Res Hum Genet Off J Int Soc Twin Stud 10(2):315–326. http://doi.org/10.1375/twin.10.2.315

  • Galton F (1869) Hereditary genius: an inquiry into its laws and consequences. Macmillan and Co., London

    Book  Google Scholar 

  • Gottesman II, Gould TD (2003) The endophenotype concept in psychiatry: etymology and strategic intentions. Am J Psychiatry 160(4):636–645. http://doi.org/10.1176/appi.ajp.160.4.636

  • Hahn E, Reuter M, Spinath FM, Montag, C (2017) Internet addiction and its facets: the role of genetics and the relation to self-directedness. Addict Behav 65:137–146. http://dx.doi.org/10.1016/j.addbeh.2016.10.018

  • Ha JH, Kim SY, Bae SC, Bae S, Kim H, Sim M, Cho SC (2007) Depression and internet addiction in adolescents. Psychopathology 40(6):424–430. http://doi.org/10.1159/000107426

  • Heath AC, Martin NG (1994) Genetic influences on alcohol consumption patterns and problem drinking: results from the Australian NH & MRC twin panel follow-up survey. Ann New York Acad Sci 708:72–85. http://doi.org/10.1111/j.1749-6632.1994.tb24699.x

  • Heath AC, Whitfield JB, Madden PA, Bucholz KK, Dinwiddie SH, Slutske WS, Martin NG (2001) Towards a molecular epidemiology of alcohol dependence: analysing the interplay of genetic and environmental risk factors. Br J Psychiatry 178 (40):s33-s40. http://doi.org/10.1192/bjp.178.40.s33

  • International Schizophrenia Consortium, Purcell SM, Wray NR, Stone JL, Visscher PM, O’Donovan MC, Sklar P (2009) Common polygenic variation contributes to risk of schizophrenia and bipolar disorder. Nature 460(7256):748–752. http://doi.org/10.1038/nature08185

  • Johnson AM, Vernon PA, Feiler AR (2008) Behavioral genetic studies of personality: an introduction and review of the results of 50+ years of research. In: Boyle GJ, Matthews G, Saklofske DH (eds) The SAGE handbook of personality theory and assessment, vol 1. Personality Theories and Models. SAGE, London, pp 145–173

    Chapter  Google Scholar 

  • Johnson W, Krueger RF, Bouchard TJ Jr, McGue M (2002) The personalities of twins: just ordinary folks. Twin Res: Off J Int Soc Twin Stud 5(2):125–131. http://doi.org/10.1375/1369052022992

  • Johnson W, Penke L, Spinath FM (2011) Heritability in the era of molecular genetics: some thoughts for understanding genetic influences on behavioural traits. Eur J Personal 25(4):254–266. http://doi.org/10.1002/per.836

  • Keller MC, Medland SE, Duncan LE, Hatemi PK, Neale MC, Maes HHM, Eaves LJ (2009) Modeling extended twin family data I: description of the cascade model. Twin Res Hum Genet 12(1):8–18. doi:10.1375/twin.12.1.8

    Article  Google Scholar 

  • Keller MC, Medland SE, Duncan LE (2010) Are extended twin family designs worth the trouble? A comparison of the bias, precision, and accuracy of parameters estimated in four twin family models. Behav Genet 40(3):377–393. doi:10.1007/s10519-009-9320-x

    Article  Google Scholar 

  • Kendler KS, Heath AC, Neale MC, Kessler RC, Eaves LJ (1992) A population-based twin study of alcoholism in women. JAMA 268(14):1877–1882. http://doi.org/10.1001/jama.1992.03490140085040

  • Kendler KS, Neale MC, Kessler RC, Heath AC, Eaves LJ (1994) Parental treatment and the equal environment assumption in twin studies of psychiatric illness. Psychol Med 24(3):579–590. doi:10.1017/S0033291700027732

    Article  Google Scholar 

  • Kendler KS, Karkowski LM, Neale MC, Prescott CA (2000) Illicit psychoactive substance use, heavy use, abuse, and dependence in a US population-based sample of male twins. Arch Gen Psychiatry 57(3):261–269. http://doi.org/10.1001/archpsyc.57.3.261

  • Kendler KS, Schmitt E, Aggen SH, Prescott CA (2008) Genetic and environmental influences on alcohol, caffeine, cannabis, and nicotine use from early adolescence to middle adulthood. Arch Gen Psychiatry 65(6):674–682. http://doi.org/10.1001/archpsyc.65.6.674

  • Ko CH, Yen JY, Yen CF, Chen CS, Chen CC (2012) The association between Internet addiction and psychiatric disorder: a review of the literature. Eur Psychiatry J Assoc Eur Psychiatrists 27(1):1–8. http://doi.org/10.1016/j.eurpsy.2010.04.011

  • Koo HJ, Kwon J-H (2014) Risk and protective factors of internet addiction: a meta-analysis of empirical studies in Korea. Yonsei Med J 55(6):1691–1711. http://doi.org/10.3349/ymj.2014.55.6.1691

  • Lee YS, Han DH, Kim SM, Renshaw PF (2013) Substance abuse precedes Internet addiction. Addict Behav 38(4):2022–2025. http://doi.org/10.1016/j.addbeh.2012.12.024

  • Li M, Chen J, Li N, Li X (2014) A twin study of problematic internet use: its heritability and genetic association with effortful control. Twin Res Hum Genet Off J Int Soc Twin Stud 17(4):279–287. http://doi.org/10.1017/thg.2014.32

  • Lin SS, Tsai CC (2002) Sensation seeking and internet dependence of Taiwanese high school adolescents. Comput Hum Behav 18(4):411–426. http://doi.org/10.1016/S0747-5632(01)00056-5

  • Liu C-Y, Kuo F-Y (2007) A study of Internet addiction through the lens of the interpersonal theory. Cyberpsychol Behav Impact Internet Multimedia Virtual Reality Behav Soc 10(6):799–804. http://doi.org/10.1089/cpb.2007.9951

  • Lobo DSS, Kennedy JL (2009) Genetic aspects of pathological gambling: a complex disorder with shared genetic vulnerabilities. Addiction 104(9):1454–1465. http://doi.org/10.1111/j.1360-0443.2009.02671.x

  • Medland SE, Keller MC (2009) Modeling extended twin family data II: power associated with different family structures. Twin Res Hum Genet 12(1):19–25. doi:10.1375/twin.12.1.19

    Article  Google Scholar 

  • Meerkerk G-J, Van Den Eijnden RJJM, Vermulst AA, Garretsen HFL (2009) The compulsive internet use scale (CIUS): some psychometric properties. Cyberpsychol Behav 12(1):1–6. http://doi.org/10.1089/cpb.2008.0181

  • Montag C, Bey K, Sha P, Li M, Chen Y-F, Liu W-Y, Reuter M (2015) Is it meaningful to distinguish between generalized and specific Internet addiction? Evidence from a cross-cultural study from Germany, Sweden, Taiwan and China. Asia-Pacific Psychiatry: Off J Pacific Rim College Psychiatrists 7(1):20–26. http://doi.org/10.1111/appy.12122

  • Neale MC, Maes HH (2004) Methodology for genetic studies of twins and families. Kluwer Academics, Dordrecht Netherlands

    Google Scholar 

  • Plomin R, Daniels D (2011) Why are children in the same family so different from one another? Int J Epidemiol 40(3):563–582. http://doi.org/10.1093/ije/dyq148

  • Plomin R, DeFries JC, Loehlin JC (1977) Genotype-environment interaction and correlation in the analysis of human behavior. Psychol Bull 84(2):309–322. doi:10.1037/0033-2909.84.2.309

    Article  Google Scholar 

  • Plomin R, DeFries JC, Knopik VS, Neiderhiser JM (2013) Behavioral genetics, 6th edn. Worth Publishers, New York

    Google Scholar 

  • Polderman TJC, Benyamin B, de Leeuw CA, Sullivan PF, van Bochoven A, Visscher PM, Posthuma D (2015) Meta-analysis of the heritability of human traits based on fifty years of twin studies. Nat Genet 47(7):702–709. http://doi.org/10.1038/ng.3285

  • Prescott CA, Kendler KS (1999) Genetic and environmental contributions to alcohol abuse and dependence in a population-based sample of male twins. Am J Psychiatry 156(1):34–40. http://doi.org/10.1176/ajp.156.1.34

  • Reuter MSR (2015) Attention deficit/hyperactivity disorder is a better predictor for problematic internet use than depression: evidence from Germany. J Addict Res Therapy 6(1). http://doi.org/10.4172/2155-6105.1000209

  • Rose RJ, Dick DM, Viken RJ, Kaprio J (2001) Gene-environment interaction in patterns of adolescent drinking: regional residency moderates longitudinal influences on alcohol use. Alcohol Clin Exp Res 25(5):637–643. http://doi.org/10.1111/j.1530-0277.2001.tb02261.x

  • Rutter M, Redshaw J (1991) Annotation: growing up as a twin: twin-singleton differences in psychological development. J Child Psychol Psychiatry 32(6):885–895. http://doi.org/10.1111/j.1469-7610.1991.tb01916.x

  • Sariyska R, Reuter M, Lachmann B, Montag C (2015) ADHD is a better predictor for problematic Internet use than depression: evidence from Germany. J Addict Res Therapy 6(1):1000209

    Google Scholar 

  • Slutske WS, Eisen S, True WR, Lyons MJ, Goldberg J, Tsuang M (2000) Common genetic vulnerability for pathological gambling and alcohol dependence in men. Arch Gen Psychiatry 57(7):666–673

    Article  Google Scholar 

  • Slutske WS, Zhu G, Meier MH, Martin NG (2010) Genetic and Environmental Influences on Disordered Gambling in Men and Women. Arch Gen Psychiatry 67(6):624–630. http://doi.org/10.1001/archgenpsychiatry.2010.51

  • Smith GD, Ebrahim S (2004) Mendelian randomization: prospects, potentials, and limitations. Int J Epidemiol 33(1):30–42. http://doi.org/10.1093/ije/dyh132

  • Tsuang MT, Bar JL, Harley RM, Lyons MJ (2001) The Harvard Twin Study of Substance Abuse: what we have learned. Harvard Rev Psychiatry 9(6):267–279. http://doi.org/10.1080/10673220127912

  • Turkheimer E, Harden KP (2013) Testing quasi-causal hypotheses using multivariate twin data. In Handbook of Research Methods in Personality and Social Psychology. Cambridge University Press, New York, NY, US

    Google Scholar 

  • Van den Bree MB, Johnson EO, Neale MC, Pickens RW (1998) Genetic and environmental influences on drug use and abuse/dependence in male and female twins. Drug Alcohol Depend 52(3):231–241. http://doi.org/10.1016/S0376-8716(98)00101-X

  • Vink JM, Van Beijsterveldt TCEM, Huppertz C, Bartels M, Boomsma DI (2015) Heritability of compulsive Internet use in adolescents. Addict Biol. http://doi.org/10.1111/adb.12218

  • Wang W (2001) Internet dependency and psychosocial maturity among college students. Int J Human-Comput Stud 55(6):919–938. http://doi.org/10.1006/ijhc.2001.0510

  • Wray NR, Lee SH, Mehta D, Vinkhuyzen AAE, Dudbridge F, Middeldorp CM (2014) Research review: polygenic methods and their application to psychiatric traits. J Child Psychol Psychiatry Allied Disciplines 55(10):1068–1087. http://doi.org/10.1111/jcpp.12295

  • Yang SC, Tung CJ (2007) Comparison of Internet addicts and non-addicts in Taiwanese high school. Comput Hum Behav 23(1):79–96. http://doi.org/10.1016/j.chb.2004.03.037

  • Yen J-Y, Ko C-H, Yen C-F, Wu H-Y, Yang M-J (2007a) The comorbid psychiatric symptoms of internet addiction: attention deficit and hyperactivity disorder (ADHD), depression, social phobia, and hostility. J Adolesc Health 41(1):93–98. http://doi.org/10.1016/j.jadohealth.2007.02.002

  • Yen J-Y, Yen C-F, Chen C-C, Chen S-H, Ko C-H (2007b) Family factors of internet addiction and substance use experience in Taiwanese adolescents. Cyberpsychol Behav 10(3):323–329. http://doi.org/10.1089/cpb.2006.9948

  • Young KS (1998) Internet addiction: the emergence of a new clinical disorder. CyberPsychol Behav 1(3):237–244. http://doi.org/10.1089/cpb.1998.1.237

  • Young KS, Rogers RC (1998) The relationship between depression and internet addiction. CyberPsychol Behav 1(1):25–28. http://doi.org/10.1089/cpb.1998.1.25

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Elisabeth Hahn .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Hahn, E., Spinath, F.M. (2017). Quantitative Behavior Genetics of Internet Addiction. In: Montag, C., Reuter, M. (eds) Internet Addiction. Studies in Neuroscience, Psychology and Behavioral Economics. Springer, Cham. https://doi.org/10.1007/978-3-319-46276-9_8

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-46276-9_8

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-46275-2

  • Online ISBN: 978-3-319-46276-9

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics