Abstract
Although genetic factors may contribute to initial liability for ADHD onset, there is growing evidence of the potential importance of the rearing environment on the developmental course of ADHD symptomatology. However, associations between family-level variables (maternal hostility, maternal depressive symptoms) and child behaviors (developmental course of ADHD and aggression) may be explained by genes that are shared by biologically related parents and children. Furthermore, ADHD symptoms and aggression commonly co-occur: it is important to consider both simultaneously to have a better understanding of processes underlying the developmental course of ADHD and aggression. To addresses these issues, we employed a longitudinal genetically sensitive parent–offspring adoption design. Analyses were conducted using Cohort I (n = 340) of the Early Growth and Development Study with cross-validation analyses conducted with Cohort II (n = 178). Adoptive mother hostility, but not depression, was associated with later child ADHD symptoms and aggression. Mothers and their adopted children were genetically unrelated, removing passive rGE as a possible explanation. Early child impulsivity/activation was associated with later ADHD symptoms and aggression. Child impulsivity/activation was also associated with maternal hostility, with some evidence for evocative gene-environment correlation processes on adoptive mother depressive symptoms. This study provides novel insights into family-based environmental influences on child ADHD and aggression symptoms, independent of shared parental genetic factors, implications of which are further explicated in the discussion.
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24 May 2021
A Correction to this paper has been published: https://doi.org/10.1007/s10519-021-10061-z
References
Achenbach TM, Rescorla LA (2001) Manual for ASEBA school-age forms & profiles. University of Vermont, Research Center for Children, Youth, & Families, Burlington, VT
Allen JP, Manning N, Meyer J (2010) Tightly linked systems: reciprocal relations between maternal depressive symptoms and maternal reports of adolescent externalizing behavior. J Abnorm Psychol 119(4):825–835
American Psychiatric Association (2013) Diagnostic and statistical manual of mental disorders (DSM-5®). American Psychiatric Pub, Arlington
Angold A, Costello E, Erkanli A (1999) Comorbidity. J Child Psychol Psychiatry 40(1):57–87
Asherson P, Agnew-Blais J (2019) Annual research review: does late-onset attention-deficit/hyperactivity disorder exist? J Child Psychol Psychiatry 60(4):333–352
Bagner DM, Pettit JW, Lewinsohn P, Seeley J, Jaccard J (2013) Disentangling the temporal relationship between parental depressive symptoms and early child behavior problems: a transactional framework. J Clin Child Adolesc Psychol 42(1):78–90
Barkley RA, Fischer M, Edelbrock C, Smallish L (1991) The adolescent outcome of hyperactive children diagnosed by research criteria-III. Mother–child interactions, family conflicts and maternal psychopathology. J Child Psychol Psychiatry 32:233–255
Bartels M, Hendriks A, Mauri M, Krapohl E, Whipp A, Bolhuis K et al (2018) Childhood aggression and the co-occurrence of behavioural and emotional problems: results across ages 3–16 years from multiple raters in six cohorts in the EU-ACTION Project. Eur Child Adolesc Psychiatry 27(9):1105–1121
Beck AT, Rush AJ, Shaw BF, Emery G (1979) Cognitive therapy of depression. Guilford Press, New York
Beauchaine TP, Hinshaw SP, Pang KL (2010) Comorbidity of attention-deficit/hyperactivity disorder and early-onset conduct disorder: biological, environmental, and developmental mechanisms. Clin Psychol 17(4):327–336
Bezdjian S, Baker LA, Tuvblad C (2011) Genetic and Environmental Influences on Impulsivity: a meta-analysis of twin, family and adoption studies. Clin Psychol Rev 31(7):1209–1223
Biederman J, Faraone SV, Mick E, Spencer T, Wilens T, Kiely K, Guite J, Ablon JS, Reed E, Warburton R (1995) High risk for attention deficit hyperactivity disorder among children of parents with childhood onset of the disorder: a pilot study. Am J Psychiatry 152(3):431–435
Biederman J, Newcorn J, Sprich S (1996) Comorbidity of attention deficit hyperactivity disorder with conduct, depressive, anxiety, and other disorders. Am J Psychiatry 148(5):564–577
Blair C, Peters R, Granger D (2004) Physiological and neuropsychological correlates of approach/withdrawal tendencies in preschool: further examination of the behavioral inhibition system/behavioral activation system scales for young children. Dev Psychobiol 45:113–124
Brooker RJ, Neiderhiser JM, Leve LD, Shaw DS, Scaramella LV, Reiss D (2015) Associations between infant negative affect and parent anxiety symptoms are bidirectional: evidence from mothers and fathers. Front Psychol 6:1875
Buehler C, Gerard JM (2002) Marital conflict, ineffective parenting, and children's and adolescents' maladjustment. J Marr Fam 64(1):78–92
Burt SA (2009) rethinking environmental contributions to child and adolescent psychopathology: a meta-analysis of shared environmental influences. Psychol Bull 135(4):608
Burt SA, Krueger RF, Mcgue M, Iacono WG (2001) Sources of covariation among attention-deficit/hyperactivity disorder, oppositional defiant disorder, and conduct disorder: the importance of shared environment. J Abnorm Psychol 110(4):516
Burt SA, McGue M, Krueger RF, Iacono W (2005) How are parent–child conflict and childhood externalizing symptoms related over time? Results from a genetically informative cross-lagged study. Dev Psychopathol 17(1):145–165
Caron C, Rutter M (1991) Comorbidity in child psychopathology: concepts, issues and research strategies. J Child Psychol Psychiatry 32(7):1063–1080
Caspi A, Moffitt TE, Morgan J, Rutter M, Taylor A, Arseneault L, Tully L, Jacobs C, Kim-Cohen J, Polo-Tomas M (2004) Maternal expressed emotion predicts children's antisocial behavior problems: using monozygotic-twin differences to identify environmental effects on behavioral development. Dev Psychol 40(2):149–161
Caye A, Machado JD, Rohde LA (2017) Evaluating parental disagreement in ADHD diagnosis: can we rely on a single report from home? J Atten Disord 21(7):561–566
Cheung K, Aberdeen K, Ward MA, Theule J (2018) Maternal depression in families of children with ADHD: a meta-analysis. J Child Fam Stud 27(4):1015–1028
Choenni V, Lambregtse-van den Berg MP, Verhulst FC, Tiemeier H, Kok R (2018) The longitudinal relation between observed maternal parenting in the preschool period and the occurrence of child ADHD symptoms in middle childhood. J Abnorm Child Psychol 47(5):755–764
Choi SW, Schalet B, Cook KF, Cella D (2014) Establishing a common metric for depressive symptoms: linking the BDI-II, CES-D, and PHQ-9 to PROMIS depression. Psychol Assess 26(2):513
Conger RD, Patterson GR, Ge X (1995) It takes two to replicate: a mediational model for the impact of parents' stress on adolescent adjustment. Child Dev 66(1):80–97
Congdon E, Canli T (2005) The endophenotype of impulsivity: reaching consilience through behavioral, genetic, and neuroimaging approaches. Behav Cognit Neurosci Rev 4(4):262–281
Connell AM, Goodman SH (2002) the association between psychopathology in fathers versus mothers and children's internalizing and externalizing behavior problems: a meta-analysis. Psychol Bull 128(5):746
Conners CK (1997) Conners' rating scales-revised. Multi-Health Systems Inc, North Tonawanda, NY
Cooper M, Hammerton G, Collishaw S, Langley K, Thapar A, Dalsgaard S et al (2018) Investigating late-onset ADHD: a population cohort investigation. J Child Psychol Psychiatry 59(10):1105–1113
Cummings ME, Kellers PS, Davies PT (2005) Towards a family process model of maternal and paternal depressive symptoms: exploring multiple relations with child and family functioning. J Child Psychol Psychiatry 46(5):479–489
Daley D, Van Der Oord S, Ferrin M, Cortese S, Danckaerts M, Doepfner M et al (2018) Practitioner review: current best practice in the use of parent training and other behavioural interventions in the treatment of children and adolescents with attention deficit hyperactivity disorder. J Child Psychol Psychiatry 59(9):932–947
Deault LC (2010) A systematic review of parenting in relation to the development of comorbidities and functional impairments in children with attention-deficit/hyperactivity disorder (ADHD). Child Psychiatry Hum Dev 41(2):168–192
Demontis D, Walters RK, Martin J, Mattheisen M, Als TD, Agerbo E et al (2019) Discovery of the first genome-wide significant risk loci for attention deficit/hyperactivity disorder. Nat Genet 51(1):63–75
Duhig AM, Renk K, Epstein MK, Phares V (2000) Interparental agreement on internalizing, externalizing, and total behavior problems: a meta-analysis. Clin Psychol Sci Pract 7(4):435–453
Elam KK, Harold GT, Neiderhiser JM, Reiss D, Shaw DS, Natsuaki MN et al (2014) Adoptive parent hostility and children’s peer behavior problems: examining the role of genetically informed child attributes on adoptive parent behavior. Dev Psychol 50(5):1543
Eley TC, Lichtenstein P, Stevenson J (1999) Sex differences in the etiology of aggressive and nonaggressive antisocial behavior: results from two twin studies. Child Dev 70(1):155–168
Eley TC, Lichtenstein P, Moffitt TE (2003) A longitudinal behavioral genetic analysis of the etiology of aggressive and nonaggressive antisocial behavior. Dev Psychopathol 15(2):383–402
Elgar FJ, Curtis LJ, McGrath PJ, Waschbusch DA, Stewart SH (2003) Antecedent-consequence conditions in maternal mood and child adjustment: a four-year cross-lagged study. J Clin Child Adolesc Psychol 32(3):362–374
Faraone SV, Biederman J, Spencer T, Wilens T, Seidman LJ, Mick E, Doyle AE (2000) Attention-deficit/hyperactivity disorder in adults: an overview. Biol Psychiat 48(1):9–20
Foley M, McClowry SG, Castellanos FX (2008) The relationship between attention deficit hyperactivity disorder and child temperament. J Appl Dev Psychol 29(2):157–169
Frick MA, Forslund T, Brocki KC (2019) Can reactivity and regulation in infancy predict inattentive and hyperactive/impulsive behavior in 3-year-olds? Dev Psychopathol 31(2):619–629
Garcia AM, Medina D, Sibley MH (2019) Conflict between parents and adolescents with ADHD: situational triggers and the role of comorbidity. J Child Fam Stud 28(12):3338–3345
García-Forero C, Gallardo-Pujol D, Maydeu-Olivares A, Andrés-Pueyo A (2009) Disentangling impulsiveness, aggressiveness and impulsive aggression: an empirical approach using self-report measures. Psychiatry Res 168(1):40–49
Ge X, Natsuaki MN, Martin DM, Leve LD, Neiderhiser JM, Shaw DS, Villareal G, Scaramella L, Reid JB, Reiss D (2008) Bridging the divide: openness in adoption and postadoption psychosocial adjustment among birth and adoptive parents. J Fam Psychol 22(4):529
Gelhorn HL, Stallings MC, Young SE, Corley RP, Rhee SH, Hewitt JK (2005) Genetic and evironmental influences on conduct disorder: symptom, domain and full-scale analyses. J Child Psychol Psychiatry 46(6):580–591
Giallo R, Cooklin A, Wade C, D'Esposito F, Nicholson JM (2014) Maternal postnatal mental health and later emotional–behavioural development of children: the mediating role of parenting behaviour. Child 40(3):327–336
Giannotta F, Rydell AM (2017) The role of the mother-child relationship in the route from child ADHD to adolescent symptoms of depressed mood. J Adolesc 61:40–49
Goodman SH, Gotlib IH (1999) Risk for psychopathology in the children of depressed mothers: a developmental model for understanding mechanisms of transmission. Psychol Rev 106(3):458–490
Graham JW (2009) Missing data analysis: making it work in the real world. Annu Rev Psychol 60:549–576
Gross H, Shaw D, Moilanen K, Dishion T, Wilson M (2008) Reciprocal models of child behavior and depressive symptoms in mothers and fathers in a sample of children at risk for early conduct problems. J Fam Psychol 22(5):742–751
Harold GT, Leve LD, Barrett D, Elam K, Neiderhiser JM, Natsuaki MN, Shaw DS, Reiss D, Thapar A (2013) Biological and rearing mother influences on child adhd symptoms: revisiting the developmental interface between nature and nurture. J Child Psychol Psychiatry 54(10):1038–1046
Hayes AF (2009) Beyond Baron and Kenny: statistical mediation analysis in the new millennium. Commun Monogr 76(4):408–420
Hendriks AM, Bartels M, Colins OF, Finkenauer C (2018) Childhood aggression: a synthesis of reviews and meta-analyses to reveal patterns and opportunities for prevention and intervention strategies. Neurosci Biobehav Rev 91:278–291
Johnston C, Mash EJ (2001) Families of children with attention-deficit/hyperactivity disorder: review and recommendations for future research. Clin Child Fam Psychol Rev 4:183–207
Kane P, Garber J (2004) The relations among depression in fathers, children's psychopathology, and father–child conflict: a meta-analysis. Clin Psychol Rev 24(3):339–360
Kane P, Garber J (2009) Parental depression and child externalizing and internalizing symptoms: unique effects of fathers’ symptoms and perceived conflict as a mediator. J Child Fam Stud 18(4):465–472
Keenan-Miller D, Hammen C, Brennan PA (2010) Mediators of aggression among young adult offspring of depressed mothers. J Abnorm Psychol 119(4):836–849
Klahr AM, Klump KL, Burt SA (2014) The etiology of the association between child antisocial behavior and maternal negativity varies across aggressive and non-aggressive rule-breaking forms of antisocial behavior. J Abnorm Child Psychol 42(8):1299–1311
Kline R (2005) Principles and practice of structural equation modelling. Guilford Press, New York
Kouros CD, Garber J (2010) dynamic associations between maternal depressive symptoms and adolescents’ depressive and externalizing symptoms. J Abnorm Child Psychol 38(8):1069–1081
Lange G, Sheerin D, Carr A, Dooley B, Barton V, Marshall D, Mulligan A, Lawlor M, Belton M, Doyle M (2005) Family factors associated with attention deficit hyperactivity disorder and emotional disorders in children. J Fam Ther 27:76–96
Langley K, Heron J, Smith GD, Thapar A (2012) Maternal and paternal smoking during pregnancy and risk of ADHD symptoms in offspring: testing for intrauterine effects. Am J Epidemiol 176(3):261–268
Leve LD, Neiderhiser JM, Ganiban JM, Natsuaki MN, Shaw DS, Reiss D (2019) The early growth and development study: a dual-family adoption study from birth through adolescence. Twin Res Hum Genet 16:412
Lifford KJ, Harold GT, Thapar A (2008) Parent–child relationships and ADHD symptoms: a longitudinal analysis. J Abnorm Child Psychol 36(2):285–296
Lifford KJ, Harold GT, Thapar A (2009) Parent–child hostility and child ADHD symptoms: a genetically sensitive and longitudinal analysis. J Child Psychol Psychiatry 50(12):1468–1476
Lovejoy MC, Graczyk PA, O'Hare E, Neuman G (2000) Maternal depression and parenting behavior: a meta-analytic review. Clin Psychol Rev 20(5):561–592
Lykken DT (1968) Statistical significance in psychological research. Psychol Bull 70(3):151
MacKinnon DP, Lockwood CM, Williams J (2004) Confidence limits for the indirect effect: distribution of the product and resampling methods. Multivar Behav Res 39(1):99–128
Madley-Dowd P, Hughes R, Tilling K, Heron J (2019) The proportion of missing data should not be used to guide decisions on multiple imputation. J Clin Epidemiol 110:63–73
Marceau K, De Araujo-Greecher M, Miller ES, Massey SH, Mayes LC, Ganiban JM, Reiss D, Shaw DS, Leve LD, Neiderhiser JM (2016) The perinatal risk index: early risks experienced by domestic adoptees in the United States. PLoS ONE 11(3):e0150486
Martel MM, Nigg JT, Von Eye A (2009) How do trait dimensions map onto ADHD symptom domains? J Abnorm Child Psychol 37(3):337
Martel MM, Schimmack U, Nikolas M, Nigg JT (2015) Integration of symptom ratings from multiple informants in ADHD diagnosis: a psychometric model with clinical utility. Psychol Assess 27(3):1060–1071
Mason DA, Frick PJ (1994) The heritability of antisocial behavior: a meta-analysis of twin and adoption studies. J Psychopathol Behav Assess 16(4):301–323
Mayfield AR, Parke EM, Barchard KA, Zenisek RP, Thaler NS, Etcoff LM, Allen DN (2018) Equivalence of mother and father ratings of ADHD in children. Child Neuropsychol 24(2):166–183
Melby J, Conger R, Book R, Rueter M, Lucy L, Repinski D, Ahrens K, Black D, Huck S, Mutchler L, Rogers S, Ross J, Stavros T (1993) The Iowa family interaction rating scale, 2nd edn. Iowa State University Centre for Family Research in Rural Mental health, Ames
Miller NV, Hane AA, Degnan KA, Fox NA, Chronis-Tuscano A (2019) Investigation of a developmental pathway from infant anger reactivity to childhood inhibitory control and ADHD symptoms: interactive effects of early maternal caregiving. J Child Psychol Psychiatry 60(7):762–772
Murphy KR, Adler LA (2004) Assessing attention-deficit/hyperactivity disorder in adults: focus on rating scales. J Clin Psychiatry 65(3):12–17
Muthén LK, Muthén BO (1998) Mplus user's guide: the comprehensive modeling program for applied researchers. Muthén and Muthén, Los Angeles, CA
Nadder TS, Rutter M, Silberg JL, Maes HH, Eaves LJ (2002) Genetic effects on the variation and covariation of attention deficit-hyperactivity disorder (ADHD) and oppositional-defiant disorder/conduct disorder (ODD/CD) symptomatologies across informant and occasion of measurement. Psychol Med 32(1):39–53
Nadder TS, Silberg JL, Eaves LJ, Maes HH, Meyer JM (1998) Genetic effects on ADHD symptomatology in 7-to 13-year-old twins: results from a telephone survey. Behav Genet 28(2):83–99
Natsuaki MN, Shaw DS, Neiderhiser JM, Ganiban JM, Harold GT, Reiss D, Leve LD (2014) Raised by depressed parents: is it an environmental risk? Clin Child Fam Psychol Rev 17:357–367
Neiderhiser JM, Marceau K, Reiss D (2013) Four factors for the initiation of substance use by young adulthood: a 10-year follow-up twin and sibling study of marital conflict, monitoring, siblings, and peers. Dev Psychopathol 25(1):133–149
Nicholson JS, Deboeck PR, Farris JR, Boker SM, Borkowski JG (2011) Maternal depressive symptomatology and child behavior: transactional relationship with simultaneous bidirectional coupling. Dev Psychopathol 47(5):1312–1323
Nigg JT (2006) Temperament and developmental psychopathology. J Child Psychol Psychiatry 47(3–4):395–422
Nigg JT, Goldsmith HH, Sachek J (2004) Temperament and attention deficit hyperactivity disorder: the development of a multiple pathway model. J Clin Child Adolesc Psychol 33(1):42–53
Nigg JT, Hinshaw SP (1998) Parent personality traits and psychopathology associated with antisocial behaviors in childhood attention-deficit hyperactivity disorder. J Child Psychol Psychiatry Allied Discip 39(2):145–159
Nikolas MA, Burt SA (2010) Genetic and environmental influences on ADHD symptom dimensions of inattention and hyperactivity: a meta-analysis. J Abnorm Psychol 119(1):1–17
O'Connor TG, Deater-Deckard K, Fulker D, Rutter M, Plomin R (1998) Genotype–environment correlations in late childhood and early adolescence: antisocial behavioral problems and coercive parenting. Dev Psychol 34(5):970
Pemberton CK, Neiderhiser JM, Leve LD, Natsuaki MN, Shaw DS, Reiss D, Ge X (2010) Influence of parental depressive symptoms on adopted toddler behaviors: an emerging developmental cascade of genetic and environmental effects. Dev Psychopathol 22(4):803–818
Perry NB, Calkins SD, Dollar JM, Keane SP, Shanahan L (2018) Self-regulation as a predictor of patterns of change in externalizing behaviors from infancy to adolescence. Dev Psychopathol 30(2):497–510
Pilowsky D, Wickramaratne P, Nomura Y, Weissman M (2006) Family discord, parental depression, and psychopathology in offspring: 20-year follow-up. J Am Acad Child Adolesc Psychiatry 45(4):452–460
Plomin R, DeFries JC, Loehlin JC (1977) Genotype-environment interaction and correlation in the analysis of human behavior. Psychol Bull 84(2):309–322
Polanczyk GV, Willcutt EG, Salum GA, Kieling C, Rohde LA (2014) ADHD prevalence estimates across three decades: an updated systematic review and meta-regression analysis. Int J Epidemiol 43(2):434–442
Preacher KJ, Hayes AF (2008) Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods 40(3):879–891
Putnam SP, Rothbart MK (2006) Development of short and very short forms of the children’s behavior questionnaire. J Pers Assess 87(1):103–113
Radloff LS (1977) The CES-D scale: a self-report depression scale for research in the general population. Appl Psychol Meas 1(3):385–401
Raposa EB, Hammen CL, Brennan PA (2011) Effects of child psychopathology on maternal depression: the mediating role of child-related acute and chronic stressors. J Abnorm Child Psychol 39(8):1177–1186
Rice F, Harold GT, Boivin J, Hay DF, van den Bree M, Thapar A (2009) Disentangling prenatal and inherited influences in humans with an experimental design. Proc Natl Acad Sci 106(7):2464–2467
Riggins-Caspers KM, Cadoret RJ, Knutson JF, Langbehn D (2003) Biology-environment interaction and evocative biology-environment correlation: contributions of harsh discipline and parental psychopathology to problem adolescent behaviors. Behav Genet 33(3):205–220
Rothbart MK, Ahadi SA, Evans DE (2000) Temperament and personality: origins and outcomes. J Pers Soc Psychol 78:122–135
Rothbart MK, Ahadi SA, Hershey KL, Fisher P (2001) Investigations of temperament at three to seven years: the children’s behavior questionnaire. Child Dev 72(5):1394–1408
Santor DA, Zuroff DC, Ramsay JO, Cervantes P, Palacios J (1995) Examining scale discriminability in the BDI and CES-D as a function of depressive severity. Psychol Assess 7(2):131
Scarr S, McCartney K (1983) How people make their own environments: a theory of genotype → environment effects. Child Dev 54:424–435
Schermerhorn AC, D'Onofrio BM, Sluske WS, Emery RE, Turkheimer E, Harden KP, Heath AC, Martin NG (2012) Offspring ADHD as a risk factor for parental marital problems: controls for genetic and environmental confounds. Twin Res Hum Genet 15(6):700–713
Scott S, Gardner F (2015) Parenting programs. In: Thapar A, Pine DS, Leckman J, Snowling M, Scott S, Taylor E (eds) Rutter’s child and adolescent psychiatry, 6th edn. Wiley, Oxford, pp 483–496
Sellers R, Hammerton G, Harold GT, Mahedy L, Potter R, Langley K, Thapar A, Rice F, Thapar A, Collishaw S (2016) Examining whether offspring psychopathology influences illness course in mothers with recurrent depression using a high-risk longitudinal sample. J Abnorm Psychol 125(2):256
Sellers R, Harold GT, Elam KK, Rhoades KA, Potter R, Mars B, Craddock N, Thapar A, Collishaw S (2014) Maternal depression and co-occurring antisocial behaviour: testing maternal hostility and warmth as mediators of risk for offspring psychopathology. J Child Psychol Psychiatry 55(2):112–120
Sellers R, Harold GT, Smith AF, Neiderhiser JM, Reiss D, Shaw D et al (2019) Disentangling nature from nurture in examining the interplay between parent–child relationships, ADHD, and early academic attainment. Psychol Med. https://doi.org/10.1017/S0033291719003593
Seroczynski AD, Bergeman CS, Coccaro EF (1999) Etiology of the impulsivity/aggression relationship: genes or environment? Psychiatry Res 86(1):41–57
Shafer AB (2006) Meta-analysis of the factor structures of four depression questionnaires: Beck, CES-D, Hamilton, and Zung. J Clin Psychol 62(1):123–146
Shaw D, Lacourse E, Nagin DS (2005) Developmental trajectories of conduct problems and hyperactivity from ages 2 to 10. J Child Psychol Psychiatry 46(9):931–942
Silberg JL, Maes H, Eaves LJ (2010) Genetic and environmental influences on the transmission of parental depression to children’s depression and conduct disturbance: an extended children of twins study. J Child Psychol Psychiatry 51(6):734–744
Skorikov VB, VanderVoort DJ (2003) Relationships between the underlying constructs of the beck depression inventory and the center for epidemiological studies depression scale. Educ Psychol Meas 63(2):319–335
Sollie H, Larsson B, Mørch WT (2013) Comparison of mother, father, and teacher reports of ADHD core symptoms in a sample of child psychiatric outpatients. J Atten Disord 17(8):699–710
Stergiakouli E, Thapar A (2010) Fitting the pieces together: current research on the genetic basis of attention-deficit/hyperactivity disorder (ADHD). Neuropsychiatr Dis Treat 6:551
Stover CS, Connell CM, Leve LD, Neiderhiser JM, Shaw DS, Scaramella LV, Conger R, Reiss D (2012) Fathering and mothering in the family system: linking marital hostility and aggression in adopted toddlers. J Child Psychol Psychiatry 53(4):401–409
Sturge-Apple ML, Davies PT, Boker SM, Cummings EM (2004) Interparental dscord and parenting: testing the moderating roles of child and parent gender. Parenting 4(4):361–380
Thapar A, Cooper M, Eyre O, Langley K (2013) Practitioner review: what have we learnt about the causes of ADHD? J Child Psychol Psychiatry 54(1):3–16
Thapar A, Cooper M, Jefferies R, Stergiakouli E (2012) What causes attention deficit hyperactivity disorder? Arch Dis Child 97:260–265
Thapar A, Harrington R, McGuffin P (2001) Examining the comorbidity of ADHD-related behaviours and conduct problems using a twin study design. Br J Psychiatry 179:224–229
Thapar A, Rice F, Hay D, Boivin J, Langley K, van Den Bree M, Rutter M, Harold G (2009) Prenatal smoking might not cause attention-deficit/hyperactivity disorder: evidence from a novel design. Biol Psychiatry 66(8):722–727
Ullsperger JM, Nigg JT, Nikolas MA (2016) Does child temperament play a role in the association between parenting practices and child attention deficit/hyperactivity disorder? J abnorm child psych 44(1):167–178
Van Buuren S, Oudshoom C (2000) Mice: multivariate imputation by chained equations (S Software for Missing Data Imputation)
van der Veen-Mulders L, Nauta MH, Timmerman ME, van den Hoofdakker BJ, Hoekstra PJ (2017) Predictors of discrepancies between fathers and mothers in rating behaviors of preschool children with and without ADHD. Eur Child Adolesc Psychiatry 26(3):365–376
Vierikko E, Pulkkinen L, Kaprio J, Viken R, Rose RJ (2003) Sex differences in genetic and environmental effects on aggression. Aggress Behav 29(1):55–68
Weisz JR (1978) Transcontextual validity in developmental research. Child Dev 49:1–12
White IR, Royston P, Wood AM (2011) Multiple imputation using chained quations: issues and guidance for practice. Stat Med 30(4):377–399
Willoughby MT, Gottfredson NC, Stifter CA, Family Life Project Investigators (2017) Observed temperament from ages 6 to 36 months predicts parent-and teacher-reported attention-deficit/hyperactivity disorder symptoms in first grade. Dev Psychopathol 29(1):107–120
Wilson S, Durbin CE (2010) Effects of paternal depression on fathers' parenting behaviors: a meta-analytic review. Clin Psychol Rev 30(2):167–180
Acknowledgements
This project was supported by grants R01 HD042608 from the National Institute of Child Health and Human Development and the National Institute on Drug Abuse, NIH, U.S. PHS (PI Years 1–5: Reiss; PI Years 6–10: Leve); R01 DA020585 from the National Institute on Drug Abuse, the National Institute of Mental Health and OBSSR, NIH, U.S. PHS (PI: Neiderhiser); UG3/UH3 OD023389 from the Office of the Director, NIH, U.S. PHS (PIs: Leve, Neiderhiser, Ganiban); and R01 MH092118 from the National Institute of Mental Health (PIs: Neiderhiser, Leve). Sellers and Harold were supported by Economic and Social Research Council project grant awards (ES/N003098/1 and ES/L014718/1 respectively). The content is solely the responsibility of the authors and does not necessarily represent the official views of the Eunice Kennedy Shriver National Institute of Child Health and Human Development or the National Institutes of Health.
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Sellers, R., Harold, G.T., Thapar, A. et al. Examining the Role of Genetic Risk and Longitudinal Transmission Processes Underlying Maternal Parenting and Psychopathology and Children’s ADHD Symptoms and Aggression: Utilizing the Advantages of a Prospective Adoption Design. Behav Genet 50, 247–262 (2020). https://doi.org/10.1007/s10519-020-10006-y
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DOI: https://doi.org/10.1007/s10519-020-10006-y