Previous research illustrating a robust, negative association between self-control and various forms of delinquent and criminal behavior has resulted in a more concentrated focus on the etiological development of self-control. The current study aims to contribute to this literature using a sample of twin and sibling pairs from the National Longitudinal Study of Adolescent to Adult Health (Add Health) to examine genetic and shared environmental influences across levels of self-control. The results of modified DeFries–Fulker (DF) equations revealed that genetic and shared environmental influences were distributed in a nonlinear pattern across levels of self-control. Subsequent biometric quantile regression models revealed that genetic influences on self-control were maximized in the 50th and 60th percentiles, and minimized in the tails of the distribution. Shared environmental influences were nonsignificant at all examined quantiles of self-control with only one exception. The theoretical importance of utilizing genetically informed modeling strategies is discussed in more detail.
AnokhinA. P.GolosheykinS.GrantJ. D.HeathA. C. (2011). Heritability of delay discounting in adolescence: A longitudinal twin study. Behavior Genetics, 41, 175-183. doi:10.1007/s10519-010-9384-7
2.
BecharaA.TranelD.DamasioH. (2000). Characterization of the decision-making deficit of patients with ventromedial prefrontal cortex lesions. Brain, 123, 2189-2202. doi:10.1093/brain/123.11.2189
3.
BoisvertD.WrightJ. P.KnopikV.VaskeJ. (2012). Genetic and environmental overlap between low self-control and delinquency. Journal of Quantitative Criminology, 28, 477-507. doi:10.1007/s10940-011-9150-x
4.
BrandM.FujiwaraE.BorsutzkyS.KalbeE.KesslerJ.MarkowitschH. J. (2005). Decision-making deficits of korsakoff patients in a new gambling task with explicit rules: Associations with executive functions. Neuropsychology, 19, 267-277. doi:10.1037/08944105.19.3.267
5.
CareyG. (2003). Human genetics for the social sciences. Thousand Oaks, CA: SAGE.
6.
ChernyS. S.CardonL. R.FulkerD. W.DeFriesJ. C. (1992). Differential heritability across levels of cognitive ability. Behavior Genetics, 22, 153-162.
7.
CoghillD.Sonuga-BarkeE. J. (2012). Categories versus dimensions in the classification and conceptualisation of child and adolescent mental disorders: Implications of recent empirical study. Journal of Child Psychology and Psychiatry, 53, 469-489. doi:10.1111/j.1469-7610.2011.02511.x
8.
CullenF. T.UnneverJ. D.WrightJ. P.BeaverK. M. (2008). Parenting and self-control. In GoodeE. (Ed.), Out of control: Assessing the general theory of crime (pp. 61-76). Stanford, CA: Stanford University Press.
9.
DeFriesJ. C.FulkerD. W. (1985). Multiple regression analysis of twin data. Behavior Genetics, 15, 467-473.
10.
DeFriesJ. C.FulkerD. W. (1988). Multiple regression analysis of twin data: Etiology of deviant scores versus individual differences. Acta Geneticae Medicae et Gemellologiae: Twin Research, 37, 205-216.
11.
EvansT. D.CullenF. T.BurtonV. S.DunawayR. G.BensonM. L. (1997). The social consequences of self-control: Testing the general theory of crime. Criminology, 35, 475-504. doi:10.1111/j.1745-9125.1997.tb01226.x
12.
FineA.SteinbergL.FrickP. J.CauffmanE. (2016). Self-control assessments and implications for predicting adolescent offending. Journal of Youth and Adolescence, 45, 701-712. doi:10.1007/s10964-016-0425-2
13.
FrazierT. W.ThompsonL.YoungstromE. A.LawP.HardanA. Y.EngC.MorrisN. (2014). A twin study of heritable and shared environmental contributions to autism. Journal of Autism and Developmental Disorders, 44, 2013-2025. doi:10.1007/s10803-014-2081-2
14.
FriedmanN. P.MiyakeA.RobinsonJ. L.HewittJ. K. (2011). Developmental trajectories in toddlers’ self-restraint predict individual differences in executive functions 14 years later: A behavioral genetic analysis. Developmental Psychology, 47, 1410-1430. doi:10.1037/a0023750
15.
FrieseM.HofmannW.WiersR. W. (2011). On taming horses and strengthening riders: Recent developments in research on interventions to improve self-control in health behaviors. Self and Identity, 10, 336-351. doi:10.1080/15298868.2010.536417
16.
FulkerD. W.EysenckS. B.ZuckermanM. (1980). A genetic and environmental analysis of sensation seeking. Journal of Research in Personality, 14, 261-281.
17.
GibsonC. L.SullivanC. J.JonesS.PiqueroA. R. (2010). “Does it take a village?” Assessing neighborhood influences on children’s self-control. Journal of Research in Crime and Delinquency, 47, 31-62.
18.
GoodeE. (2008). Out of control: Assessing the general theory of crime. Stanford, CA: Stanford University Press.
19.
GottfredsonM. R.HirschiT. (1990). A general theory of crime. Stanford, CA: Stanford University Press.
20.
GrasmickH. G.TittleC. R.BursikR. J.ArneklevB. J. (1993). Testing the core empirical implications of Gottfredson and Hirschi’s general theory of crime. Journal of Research in Crime & Delinquency, 30, 5-29. doi:10.1177/0022427893030001002
21.
GrevenC. U.MerwoodA.MeerJ. M.HaworthC.RommelseN.BuitelaarJ. K. (2016). The opposite end of the attention deficit hyperactivity disorder continuum: Genetic and environmental aetiologies of extremely low ADHD traits. Journal of Child Psychology and Psychiatry, 57, 523-531. doi:10.1111/jcpp.12475
22.
HarrisK. M. (2011). Design features of Add Health. Chapel Hill: Carolina Population Center, University of North Carolina.
23.
HarrisK. M.FloreyF.TaborJ.BearmanP. S.JonesJ.UdryJ. R. (2009). The National Longitudinal Study of Adolescent Health: Research design. Chapel Hill: Carolina Population Center, University of North Carolina, 2003. Retrieved from http://www.cpc.unc.edu/projects/addhealth/design
24.
HarrisK. M.HalpernC. T.SmolenA.HaberstickB. C. (2006). The National Longitudinal Study of Adolescent Health (Add Health) twin data. Twin Research and Human Genetics, 9, 988-997.
25.
HayC. (2001). Parenting, self-control, and delinquency: A test of self-control theory. Criminology, 39, 707-736. doi:10.1111/j.1745-9125.2001.tb00938.x
26.
HayC.ForrestW. (2006). The development of self-control: Examining self-control theory’s stability hypothesis. Criminology, 44, 739-774. doi:10.1111/j.1745-9125.2006.00062.x
27.
HeckmanJ. J. (1979). Sample selection bias as a specification error. Econometrica, 47, 153-161.
28.
JohnsonW.TurkheimerE.GottesmanI. I.BouchardT. J. (2009). Beyond heritability twin studies in behavioral research. Current Directions in Psychological Science, 18, 217-220. doi:10.1111/j.1467-8721.2009.01639.x
29.
KnopikV. S.AlarcónM.DeFriesJ. C. (1997). Comorbidity of mathematics and reading deficits: Evidence for a genetic etiology. Behavior Genetics, 27, 447-453. doi:10.1023/A:1025622400239
30.
LarssonH. (2016). Commentary: How can family-based quasi-experimental designs and national registers be used to address confounding in risk factor studies of psychopathology? A reflection on Obel et al. (2016). Journal of Child Psychology and Psychiatry, 57, 538-539. doi:10.1111/jcpp.12519
31.
LarssonH.AnckarsaterH.RåstamM.ChangZ.LichtensteinP. (2012). Childhood attention-deficit hyperactivity disorder as an extreme of a continuous trait: A quantitative genetic study of 8,500 twin pairs. Journal of Child Psychology and Psychiatry, 53, 73-80. doi:10.1111/j.1469-7610.2011.02467.x
32.
LoganJ. A.PetrillS. A.HartS. A.SchatschneiderC.ThompsonL. A.Deater-DeckardK.. . . BartlettC. (2012). Heritability across the distribution: An application of quantile regression. Behavior Genetics, 42, 256-267. doi:10.1007/s10519-011-9497-7
33.
MarcusB. (2004). Self-control in the general theory of crime: Theoretical implications of a measurement problem. Theoretical Criminology, 8, 33-55. doi:10.1177/1362480604039740
34.
MearsD. P.CochranJ. C.BeaverK. M. (2013). Self-control theory and nonlinear effects on offending. Journal of Quantitative Criminology, 29, 447-476. doi:10.1007/s10940-012-9187-5
35.
MeierM. H.SlutskeW. S.ArndtS.CadoretR. J. (2008). Impulsive and callous traits are more strongly associated with delinquent behavior in higher risk neighborhoods among boys and girls. Journal of Abnormal Psychology, 117, 377-385. doi:10.1037/0021-843X.117.2.377
36.
MilesD. R.van den BreeM. B.GupmanA. E.NewlinD. B.GlantzM. D.PickensR. W. (2001). A twin study on sensation seeking, risk taking behavior and marijuana use. Drug and Alcohol Dependence, 62, 57-68. doi:10.1016/S0376-8716(00)00165-4
37.
MoffittT. E.ArseneaultL.BelskyD.DicksonN.HancoxR. J.HarringtonH.. . . CaspiA. (2011). A gradient of childhood self-control predicts health, wealth, and public safety. Proceedings of the National Academy of Sciences, 108, 2693-2698. doi:10.1073/pnas.1010076108
38.
NaC.PaternosterR. (2012). Can self-control change substantially over time? Rethinking the relationship between self- and social control. Criminology, 50, 427-462. doi:10.1111/j.1745-9125.2011.00269.x
39.
NealeM. C.MaesH. H. M. (1992). Methodology for genetic studies of twins and families. Dordrecht, The Netherlands: Kluwer Academic.
40.
NedelecJ. L.BeaverK. M. (2014). The relationship between self-control in adolescence and social consequences in adulthood: Assessing the influence of genetic confounds. Journal of Criminal Justice, 42, 288-298. doi:10.1016/j.jcrimjus.2014.02.002
41.
NivS.TuvbladC.RaineA.WangP.BakerL. A. (2012). Heritability and longitudinal stability of impulsivity in adolescence. Behavior Genetics, 42, 378-392. doi:10.1007/s10519-011-9518-6
42.
PetscherY.KimY. S. (2011). The utility and accuracy of oral reading fluency score types in predicting reading comprehension. Journal of School Psychology, 49, 107-129. doi:10.1016/j.jsp.2010.09.004
43.
PetscherY.LoganJ. A. (2014). Quantile regression in the study of developmental sciences. Child Development, 85, 861-881. doi:10.1111/cdev.12190
44.
PiqueroA. R.BouffardJ. A. (2007). Something old, something new: A preliminary investigation of Hirschi’s redefined self-control. Justice Quarterly, 24, 1-27. doi:10.1080/07418820701200935
45.
PlominR.DeFriesJ. C.KnopikV. S.NeiderhiserJ. M. (2013). Behavioral genetics (6th ed.). New York, NY: Worth Publishers.
PoldermanT. J.BenyaminB.de LeeuwC. A.SullivanP. F.van BochovenA.VisscherP. M.PosthumaD. (2015). Meta-analysis of the heritability of human traits based on fifty years of twin studies. Nature Genetics, 47, 702-709. doi:10.1038/ng.3285
48.
PrattT. C.CullenF. T. (2000). Empirical status of Gottfredson and Hirschi’s General Theory of Crime: A meta-analysis. Criminology, 38, 931-964. doi:10.1111/j.1745-9125.2000.tb00911.x
49.
PrattT. C.TurnerM. G.PiqueroA. R. (2004). Parental socialization and community context: A longitudinal analysis of the structural sources of low self-control. Journal of Research in Crime & Delinquency, 41, 219-243. doi:10.1177/0022427803260270
50.
PurcellS. (2002). Variance components models for gene-environment interaction in twin analysis. Twin Research, 5, 554-571.
51.
RayJ. V.JonesS.LoughranT. A.JenningsW. G. (2013). Testing the stability of self-control: Identifying unique developmental patterns and associated risk factors. Criminal Justice and Behavior, 40, 588-607. doi:10.1177/0093854812464222
52.
RoweD. C. (2001). Do people make environments or do environments make people?Annals of the New York Academy of Sciences, 935, 62-74. doi:10.1111/j.1749-6632.2001.tb03471.x
53.
ScarrS. (1992). Developmental theories for the 1990s: Development and individual differences. Child Development, 63, 1-19. doi:10.1111/j.1467-8624.1992.tb03591.x
54.
SeroczynskiA. D.BergemanC. S.CoccaroE. F. (1999). Etiology of the impulsivity/aggression relationship: Genes or environment?Psychiatry Research, 86, 41-57. doi:10.1016/S0165-1781(99)00013-X
55.
SmithK. B.HatemiP. K. (2013). OLS is AOK for ACE: A regression-based approach to synthesizing political science and behavioral genetics models. Political Behavior, 35, 383-408. doi:10.1007/s11109-012-9192-2
56.
StataCorp. (2013). Stata statistical software: Release 13. College Station, TX: StataCorp LP.
57.
SullivanC. J.LoughranT. (2014). Investigating the functional form of the self-control-delinquency relationship in a sample of serious young offenders. Journal of Quantitative Criminology, 30, 709-730. doi:10.1007/s10940-014-9220-y
58.
TangneyJ. P.BaumeisterR. F.BooneA. L. (2004). High self-control predicts good adjustment, less pathology, better grades, and interpersonal success. Journal of Personality, 72, 271-324. doi:10.1111/j.0022-3506.2004.00263.x
59.
TurkheimerE. (2000). Three laws of behavior genetics and what they mean. Current Directions in Psychological Science, 9, 160-164. doi:10.1111/1467-8721.00084
60.
TurkheimerE.HardenK. P. (2014). Behavior genetic research methods: Testing quasi-causal hypotheses using multivariate twin data. In ReisH. T.JuddC. M. (Eds.), Handbook of research methods in personality and social psychology (pp. 159-187). New York, NY: Cambridge University Press.
61.
TurkheimerE.WaldronM. (2000). Nonshared environment: A theoretical, methodological, and quantitative review. Psychological Bulletin, 126, 78-108. doi:10.1037/0033-2909.126.1.78
62.
TurnerM. G.PiqueroA. R.PrattT. C. (2005). The school context as a source of self-control. Journal of Criminal Justice, 33, 327-339. doi:10.1016/j.jcrimjus.2005.04.003
63.
UdryJ. R. (2003). The National Longitudinal Study of Adolescent Health (Add Health), Waves I and II, 1994-1996; Wave III, 2002-2002. Chapel Hill: Carolina Population Center, University of North Carolina at Chapel Hill.
64.
UnneverJ. D.CullenF. T.PrattT. C. (2003). Parental management, ADHD, and delinquent involvement: Reassessing Gottfredson and Hirschi’s general theory. Justice Quarterly, 20, 471-500. doi:10.1080/07418820300095591
65.
VaskeJ.GalyeanK.CullenF. T. (2011). Toward a biosocial theory of offender rehabilitation: Why does cognitive-behavioral therapy work?Journal of Criminal Justice, 39, 90-102. doi:10.1016/j.jcrimjus.2010.12.006
66.
WhitesideS. P.LynamD. R. (2001). The Five Factor Model and impulsivity: Using a structural model of personality to understand impulsivity. Personality and Individual Differences, 30, 669-689. doi:10.1016/S0191-8869(00)00064-7
67.
WillcuttE. G. (2005). The etiology of ADHD: Behavioral and molecular genetic approaches. In BarchD. (Ed.), Cognitive and affective neuroscience of psychopathology (pp. 2-34). Oxford, UK: Oxford University Press.
68.
WillcuttE. G.PenningtonB. F.DeFriesJ. C. (2000). Etiology of inattention and hyperactivity/impulsivity in a community sample of twins with learning difficulties. Journal of Abnormal Child Psychology, 28, 149-159.
69.
WrightJ. P.BeaverK. M. (2005). Do parents matter in creating self-control in their children? A genetically informed test of Gottfredson and Hirschi’s theory of low self-control. Criminology, 43, 1169-1202. doi:10.1111/j.1745-9125.2005.00036.x
70.
WrightJ. P.BeaverK. M.DelisiM.VaughnM. (2008). Evidence of negligible parenting influences on self-control, delinquent peers, and delinquency in a sample of twins. Justice Quarterly, 25, 544-569. doi:10.1080/07418820701864599
71.
YanceyJ. R.VenablesN. C.HicksB. M.PatrickC. J. (2013). Evidence for a heritable brain basis to deviance-promoting deficits in self-control. Journal of Criminal Justice, 41, 309-317. doi:10.1016/j.jcrimjus.2013.06.002
72.
YunI.CheongJ.WalshA. (2014). The relationship between academic achievement and likelihood of police arrest among delinquents. International Journal of Offender Therapy and Comparative Criminology, 58, 607-631. doi:10.1177/0306624X13482882
