Personalized Media: A Genetically Informative Investigation of Individual Differences in Online Media Use

被引:11
作者
Ayorech, Ziada [1 ]
von Stumm, Sophie [2 ]
Haworth, Claire M. A. [3 ,4 ]
Davis, Oliver S. P. [5 ]
Plomin, Robert [1 ]
机构
[1] Kings Coll London, MRC Social Genet & Dev Psychiat Ctr, Inst Psychiat Psychol & Neurosci, London, England
[2] Goldsmiths Univ London, Dept Psychol, London, England
[3] Univ Bristol, MRC Integrat Epidemiol Unit, Sch Expt Psychol, Bristol, Avon, England
[4] Univ Bristol, Sch Social & Community Med, Bristol, Avon, England
[5] Univ Bristol, Sch Social & Community Med, MRC Integrat Epidemiol Unit, Bristol, Avon, England
来源
PLOS ONE | 2017年 / 12卷 / 01期
基金
欧洲研究理事会; 英国医学研究理事会; 美国国家卫生研究院;
关键词
PHONE USE; TWIN; HERITABILITY; AGGRESSION; PARADIGM;
D O I
10.1371/journal.pone.0168895
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Online media use has become an increasingly important behavioral domain over the past decade. However, studies into the etiology of individual differences in media use have focused primarily on pathological use. Here, for the first time, we test the genetic influences on online media use in a UK representative sample of 16 year old twins, who were assessed on time spent on educational (N = 2,585 twin pairs) and entertainment websites (N = 2,614 twin pairs), time spent gaming online (N = 2,635 twin pairs), and Facebook use (N = 4,333 twin pairs). Heritability was substantial for all forms of online media use, ranging from 34% for educational sites to 37% for entertainment sites and 39% for gaming. Furthermore, genetics accounted for 24% of the variance in Facebook use. Our results support an active model of the environment, where young people choose their online engagements in line with their genetic propensities.
引用
收藏
页数:10
相关论文
共 26 条
  • [1] [Anonymous], ADDICTION BIOL
  • [2] OpenMx: An Open Source Extended Structural Equation Modeling Framework
    Boker, Steven
    Neale, Michael
    Maes, Hermine
    Wilde, Michael
    Spiegel, Michael
    Brick, Timothy
    Spies, Jeffrey
    Estabrook, Ryne
    Kenny, Sarah
    Bates, Timothy
    Mehta, Paras
    Fox, John
    [J]. PSYCHOMETRIKA, 2011, 76 (02) : 306 - 317
  • [3] Emerging in a Digital World: A Decade Review of Media Use, Effects, and Gratifications in Emerging Adulthood
    Coyne, Sarah M.
    Padilla-Walker, Laura M.
    Howard, Emily
    [J]. EMERGING ADULTHOOD, 2013, 1 (02) : 125 - 137
  • [4] Do Angry Birds Make for Angry Children? A Meta-Analysis of Video Game Influences on Children's and Adolescents' Aggression, Mental Health, Prosocial Behavior, and Academic Performance
    Ferguson, Christopher J.
    [J]. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE, 2015, 10 (05) : 646 - 666
  • [5] Genetic, Maternal, School, Intelligence, and Media Use Predictors of Adult Criminality: A Longitudinal Test of the Catalyst Model in Adolescence through Early Adulthood
    Ferguson, Christopher J.
    Ivory, James D.
    Beaver, Kevin M.
    [J]. JOURNAL OF AGGRESSION MALTREATMENT & TRAUMA, 2013, 22 (05) : 447 - 460
  • [6] Paradigm change in aggression research: The time has come to retire the General Aggression Model
    Ferguson, Christopher J.
    Dyck, Dominic
    [J]. AGGRESSION AND VIOLENT BEHAVIOR, 2012, 17 (03) : 220 - 228
  • [7] Ferguson CJ., 2016, Psychiatr Q, V87, P1
  • [8] The Benefits of Playing Video Games
    Granic, Isabela
    Lobel, Adam
    Engels, Rutger C. M. E.
    [J]. AMERICAN PSYCHOLOGIST, 2014, 69 (01) : 66 - 78
  • [9] Twins Early Development Study (TEDS): A Genetically Sensitive Investigation of Cognitive and Behavioral Development From Childhood to Young Adulthood
    Haworth, Claire M. A.
    Davis, Oliver S. P.
    Plomin, Robert
    [J]. TWIN RESEARCH AND HUMAN GENETICS, 2013, 16 (01) : 117 - 125
  • [10] Knopik VS., 2017, BEHAV GENET