Skip to main content

Advertisement

Log in

Trajectories of ADHD severity over 10 years from childhood into adulthood

  • Original Article
  • Published:
ADHD Attention Deficit and Hyperactivity Disorders

Abstract

The study examined unique trajectories of ADHD severity from childhood (7–16 yo at baseline) through adulthood in a sample of ADHD, bipolar and healthy subjects. Comorbid disorders and temperament were examined as correlates of course of ADHD. N = 81 participants with an ADHD diagnosis, ascertained as a comparison group in a study of bipolar disorder (BP-I), were followed over a 10-year period. Growth mixture modeling (GMM) of ADHD severity was used to investigate trajectories of ADHD severity over 10 years. GMM revealed four trajectories in the N = 251 participants included in these analyses. A persisting high ADHD trajectory had the highest rates of comorbid major depressive disorder and oppositional defiant disorder. This persisting high ADHD group also had higher fantasy and lower persistence and self-directedness compared with those who displayed a pattern of decreasing ADHD symptoms over time. Psychopathologic features that characterize divergent trajectories of ADHD into adulthood are elucidated, and additional, larger studies are warranted.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • American Psychiatric Association (1994) Diagnostic and statistical manual of mental disorders (DSM-IV), 4th edn. American Psychiatric Association, Washington

    Google Scholar 

  • Barbaresi WJ, Colligan RC, Weaver AL, Voigt RG, Killian JM, Katusic SK (2013) Mortality, ADHD, and psychosocial adversity in adults with childhood ADHD: a prospective study. Pediatrics 131(4):637–644. doi:10.1542/peds.2012-2354

    Article  PubMed  PubMed Central  Google Scholar 

  • Barkley R (2006) Attention-deficit hyperactivity disorder: a handbook for diagnosis and treatment, 3rd edn. NY Guilford Press, New York

    Google Scholar 

  • Barkley R, DuPaul G, McMurray M (1990) Comprehensive evaluation of attention deficit disorder with and without hyperactivity as defined by research criteria. J Consult Clin Psychol 58(6):775–789. doi:10.1037/0022-006X.58.6.775

    Article  CAS  PubMed  Google Scholar 

  • Barkley R, Fischer M, Smallish L, Fletcher K (2002a) The persistence of attention-deficit/hyperactivity disorder into young adulthood as a function of reporting source and definition of disorder. J Abnorm Psychol 111(2):279–289

    Article  PubMed  Google Scholar 

  • Barkley R, Murphy K, Dupaul G, Bush T (2002b) Driving in young adults with attention deficit hyperactivity disorder: knowledge, performance, adverse outcomes, and the role of executive functioning. J Int Neuropsychol Soc 8(5):655–672. doi:10.1017/S1355617702801345

    Article  PubMed  Google Scholar 

  • Barkley R, Murphy KR, Fischer M (2008) Adult ADHD: what the science says. Guilford, New York

    Google Scholar 

  • Biederman J, Faraone SV, Keenan K, Benjamin J, Krifcher B, Moore C et al (1992) Further evidence for family-genetic risk factors in attention deficit hyperactivity disorder. Patterns of comorbidity in probands and relatives psychiatrically and pediatrically referred samples. Arch Gen Psychiatry 49(9):728–738. doi:10.1001/archpsyc.1992.01820090056010

    Article  CAS  PubMed  Google Scholar 

  • Biederman J, Milberger S, Faraone SV, Kiely K, Guite J, Mick E, Ablon S, Warburton R, Reed E (1995) Family-environment risk factors for attention-deficit hyperactivity disorder: a test of Rutter’s indicators of adversity. Arch Gen Psychiatry 52(6):464–470. doi:10.1001/archpsyc.1995.03950180050007

    Article  CAS  PubMed  Google Scholar 

  • Biederman J, Petty C, Monuteaux M, Fried R, Byrne D, Mirto T, Spencer T, Wilens T, Faraone S (2010a) Adult psychiatric outcomes of girls with attention deficit hyperactivity disorder: 11-year follow-up in a longitudinal case–control study. Am J Psychiatry 167(4):409–417. doi:10.1176/appi.ajp.2009.09050736

    Article  PubMed  Google Scholar 

  • Biederman J, Petty CR, Evans M, Small J, Faraone SV (2010b) How persistent is ADHD? A controlled 10-year follow-up study of boys with ADHD. Psychiatry Res 177(3):299–304. doi:10.1016/j.psychres.2009.12.010

    Article  PubMed  PubMed Central  Google Scholar 

  • Biederman J, Petty CR, Clarke A, Lomedico A, Faraone SV (2011) Predictors of persistent ADHD: an 11-year follow-up study. J Psychiatr Res 45(2):150–155. doi:10.1016/j.jpsychires.2010.06.009

    Article  PubMed  Google Scholar 

  • Bird H, Canino G, Rubiostipec M, Ribera JC (1987) Further measures of the psychometric properties of the Childrens Global Assessment Scale. Arch Gen Psychiatry 44(9):821–824. doi:10.1001/archpsyc.1987.01800210069011

    Article  CAS  PubMed  Google Scholar 

  • Bird H, Gould M, Staghezza B (1992) Aggregating data from multiple informants in child psychiatry epidemiological research. J Am Acad Child Adolesc Psychiatry 31(1):78–85. doi:10.1097/00004583-199201000-00012

    Article  CAS  PubMed  Google Scholar 

  • Brown RT, Borden KA (1986) Hyperactivity at adolescence: some misconceptions and new directions. J Clin Child Psychol 15(3):194–209. doi:10.1207/S15374424jccp1503_1

    Article  Google Scholar 

  • Cheung CH, Rijdijk F, McLoughlin G, Faraone SV, Asherson P, Kuntsi J (2015) Childhood predictors of adolescent and young adult outcome in ADHD. J Psychiatr Res 62:92–100. doi:10.1016/j.jpsychires.2015.01.011

    Article  PubMed  PubMed Central  Google Scholar 

  • Faraone SV, Biederman J, Mick E (2006) The age-dependent decline of attention deficit hyperactivity disorder: a meta-analysis of follow-up studies. Psychol Med 36(2):159–165. doi:10.1017/s003329170500471x

    Article  PubMed  Google Scholar 

  • Geller B, William M, Zimerman B, Frazier J (1996) Washington University in St. Louis Kiddie Schedule for Affective Disorders and Schizophrenia (WASH-U-KSADS). Washington University in St Louis, St Louis

    Google Scholar 

  • Geller B, Warner K, Williams M, Zimerman B (1998) Prepubertal and young adolescent bipolarity versus ADHD: assessment and validity using the WASH-U-KSADS, CBCL and TRF. J Affect Disord 51(2):93–100. doi:10.1016/S0165-0327(98)00176-1

    Article  CAS  PubMed  Google Scholar 

  • Geller B, Zimerman B, Williams M, Bolhofner K, Craney JL, DelBello MP, Soutullo C (2001) Reliability of the Washington University in St. Louis Kiddie Schedule for Affective Disorders and Schizophrenia (WASH-U-KSADS) mania and rapid cycling sections. J Am Acad Child Adolesc Psychiatry 40(4):450–455. doi:10.1097/00004583-200104000-00014

    Article  CAS  PubMed  Google Scholar 

  • Geller B, Zimerman B, Williams M, Delbello MP, Bolhofner K, Craney JL, Frazier J, Beringer L, Nickelsburg MJ (2002) DSM-IV mania symptoms in a prepubertal and early adolescent bipolar disorder phenotype compared to attention-deficit hyperactive and normal controls. J Child Adolesc Psychopharmacol 12(1):11–25. doi:10.1089/10445460252943533

    Article  PubMed  Google Scholar 

  • Geller B, Tillman R, Craney JL, Bolhofner K (2004) Four-year prospective outcome and natural history of mania in children with a prepubertal and early adolescent bipolar disorder phenotype. Arch Gen Psychiatry 61(5):459–467. doi:10.1001/archpsyc.61.5.459

    Article  PubMed  Google Scholar 

  • Gittelman R, Mannuzza S, Shenker R, Bonagura N (1985) Hyperactive boys almost grown up: I. Psychiatric status. Arch Gen Psychiatry 42(10):937–947. doi:10.1001/archpsyc.1985.01790330017002

    Article  CAS  PubMed  Google Scholar 

  • Halperin J, Healey D (2011) The influences of environmental enrichment, cognitive enhancement, and physical exercise on brain development: can we alter the developmental trajectory of ADHD? Neurosci Biobehav Rev 35(3):621–634. doi:10.1016/j.neubiorev.2010.07.006

    Article  PubMed  Google Scholar 

  • Halperin J, Trampush J, Miller C, Marks D, Newcorn J (2008) Neuropsychological outcome in adolescents/young adults with childhood ADHD: profiles of persisters, remitters and controls. J Child Psychol Psychiatry 49(9):958–966. doi:10.1111/j.1469-7610.2008.01926.x

    Article  PubMed  PubMed Central  Google Scholar 

  • Hart E, Lahey B, Loeber R, Applegate B, Frick P (1995) Developmental change in attention-deficit hyperactivity disorder in boys: a four-year longitudinal study. J Abnorm Child Psychol 23(6):729–749. doi:10.1007/BF01447474

    Article  CAS  Google Scholar 

  • Hinshaw SP, Owens EB, Zalecki C, Huggins SP, Montenegro-Nevado AJ, Schrodek E, Swanson EN (2012) Prospective follow-up of girls with attention-deficit/hyperactivity disorder into early adulthood: continuing impairment includes elevated risk for suicide attempts and self-injury. J Consult Clin Psychol 80(6):1041–1051. doi:10.1037/a0029451

    Article  PubMed  PubMed Central  Google Scholar 

  • Hollingshead AB (1976) Four Factor Index of social status. Yale University Department of Sociology, New Haven

    Google Scholar 

  • Karam RG, Breda V, Picon FA, Rovaris DL, Victor MM, Salgado CAI, Caye A (2015) Persistence and remission of ADHD during adulthood: a 7-year clinical follow-up study. Psychol Med 45(10):2045–2056

    Article  CAS  PubMed  Google Scholar 

  • Kessler RC, Ormel J, Petukhova M, McLaughlin KA, Green JG, Russo LJ, Ustun TB (2011) Development of lifetime comorbidity in the World Health Organization world mental health surveys. Arch Gen Psychiatry 68(1):90–100. doi:10.1001/archgenpsychiatry.2010.180

    Article  PubMed  PubMed Central  Google Scholar 

  • Lahey B, McBurnett K, Loeber R (2000) Are attention-deficit/hyperactivity disorder and oppositional defiant disorder developmental precursors to conduct disorder? In: Sameroff A, Lewis M, Miller S (eds) Handbook of developmental psychopathology. Plenum, New York, pp 431–446

    Chapter  Google Scholar 

  • Lara C, Fayyad J, de Graaf R, Kessler RC, Aguilar-Gaxiola S, Angermeyer M, Demytteneare K, de Girolamo G, Haro JM, Jin R (2009) Childhood predictors of adult attention-deficit/hyperactivity disorder: results from the World Health Organization World Mental Health Survey Initiative. Biol Psychiatry 65(1):46–54. doi:10.1016/j.biopsych.2008.10.005

    Article  PubMed  Google Scholar 

  • Loney J, Kramer J, Milich RS (1981) The hyperactive child grows up: predictors of symptoms, delinquincy and achievement at follow-up. In: Gadow KD, Loney J (eds) Psychosocial aspects of drug treatment for hyperactivity. Westview Press, Boulder, pp 381–416

    Google Scholar 

  • Luby J, Svrakic D, McCallum K, Przybeck T, Cloninger C (1999) The Junior Temperament and Character Inventory: preliminary validation of a child self-report measure. Psychol Rep 84(3 Pt 2):1127–1138. doi:10.2466/pr0.1999.84.3c.1127

    Article  CAS  PubMed  Google Scholar 

  • Lynskey MT, Fergusson DM (1995) Childhood conduct problems, attention deficit behaviors, and adolescent alcohol, tobacco, and illicit drug use. J Abnorm Child Psychol 23(3):281–302. doi:10.1007/BF01447558

    Article  CAS  PubMed  Google Scholar 

  • Mannuzza S, Klein RG, Bessler A, Malloy P, LaPadula M (1993) Adult outcome of hyperactive boys: educational achievement, occupational rank, and psychiatric status. Arch Gen Psychiatry 50(7):565–576. doi:10.1001/archpsyc.1993.01820190067007

    Article  CAS  PubMed  Google Scholar 

  • Mannuzza S, Klein RG, Bessler A, Malloy P, LaPadula M (1998) Adult psychiatric status of hyperactive boys grown up. Am J Psychiatry 155(4):493–498

    Article  CAS  PubMed  Google Scholar 

  • Mannuzza S, Klein RG, Moulton JL (2003) Persistence of attention-deficit/hyperactivity disorder into adulthood: What have we learned from the prospective follow-up studies? J Atten Disord 7(2):93–100. doi:10.1177/108705470300700203

    Article  PubMed  Google Scholar 

  • Miller CJ, Miller SR, Newcorn JH, Halperin JM (2008) Personality characteristics associated with persistent ADHD in late adolescence. J Abnorm Child Psychol 36(2):165–173. doi:10.1007/S10802-007-9167-7

    Article  PubMed  Google Scholar 

  • Moffitt TE, Houts R, Asherson P, Belsky DW, Corcoran DL, Hammerle M, Poulton R (2015) Is Adult ADHD a Childhood-Onset Neurodevelopmental Disorder? Evidence From a Four-Decade Longitudinal Cohort Study. Am J Psychiatry 172(6):967–977

    Article  PubMed  Google Scholar 

  • Molina BSG, Hinshaw SP, Swanson JM, Arnold LE, Vitiello B, Jensen PS, Houck PR (2009) The MTA at 8 Years: prospective follow-up of children treated for Combined-Type ADHD in a multisite study. J Am Acad Child Adolesc Psychiatry 48(5):484–500. doi:10.1097/CHI.0b013e31819c23d0

    Article  PubMed  PubMed Central  Google Scholar 

  • Monuteaux MC, Mick E, Faraone SV, Biederman J (2010) The influence of sex on the course and psychiatric correlates of ADHD from childhood to adolescence: a longitudinal study. J Child Psychol Psychiatry 51(3):233–241. doi:10.1111/j.1469-7610.2009.02152.x

    Article  Google Scholar 

  • Nigg JT, Butler KM, Huang-Pollock CL, Henderson JM (2002) Inhibitory processes in adults with persistent childhood onset ADHD. J Consult Clin Psychol 70(1):153–157. doi:10.1037/0022-006X.70.1.153

    Article  PubMed  Google Scholar 

  • Pingault J-B, Tremblay RE, Vitaro F, Carbonneau R, Genolini C, Falissard B, Côté SM (2011) Childhood trajectories of inattention and hyperactivity and prediction of educational attainment in early adulthood: a 16-year longitudinal population-based study. Am J Psychiatry 168(11):1164–1170. doi:10.1176/appi.ajp.2011.10121732

    Article  PubMed  Google Scholar 

  • Puig-Antich J, Ryan N (1986) The schedule for affective disorders and schizophrenia for school-age children (Kiddie-SADS)-1986. Western Psychiatric Institute and Clinic, Pittsburgh

    Google Scholar 

  • Rasmussen P, Gillberg C (2000) Natural outcome of ADHD with developmental coordination disorder at age 22 years: a controlled, longitudinal, community-based study. J Am Acad Child Adolesc Psychiatry 39(11):1424–1431. doi:10.1097/00004583-200011000-00017

    Article  CAS  PubMed  Google Scholar 

  • Rettew DC, Copeland W, Stanger C, Hudziak JJ (2004) Associations between temperament and DSM-IV externalizing disorders in children and adolescents. J Dev Behav Pediatr 25(6):383–391. doi:10.1097/00004703-200412000-00001

    Article  PubMed  PubMed Central  Google Scholar 

  • Roberts BW, DelVecchio WF (2000) The rank-order consistency of personality traits from childhood to old age: a quantitative review of longitudinal studies. Psychol Bull 126(1):3–25. doi:10.1037/0033-2909.126.1.3

    Article  CAS  PubMed  Google Scholar 

  • Shaffer D, Gould MS, Brasic J, Ambrosini P, Fisher P, Bird H, Aluwahlia S (1983) A Childrens Global Assessment Scale (CGAS). Arch Gen Psychiatry 40(11):1228–1231. doi:10.1001/archpsyc.1983.01790100074010

    Article  CAS  PubMed  Google Scholar 

  • Shiner RL, Buss KA, McClowry SG, Putnam SP, Saudino KJ, Zentner M et al (2012) What is temperament now? Assessing progress in temperament research on the twenty-fifth anniversary of Goldsmith et al. Child Dev Perspect 6(4):436–444. doi:10.1111/j.1750-8606.2012.00254.x

    Google Scholar 

  • Spencer TJ, Biederman J, Mick E (2007) Attention-deficit/hyperactivity disorder: diagnosis, lifespan, comorbidities, and neurobiology. J Pediatr Psychol 32(6):631–642. doi:10.1093/jpepsy/jsm005

    Article  PubMed  Google Scholar 

  • Taylor E, Sandberg S, Thorley G, Giles S (1991) The epidemiology of childhood hyperactivity, vol 33. Institute of Psychiatry/Oxford University Press, Oxford

    Google Scholar 

  • Turgay A, Goodman DW, Asherson P, Lasser RA, Babcock TF, Pucci ML, Barkley R (2012) Lifespan persistence of ADHD: the life transition model and its application. J Clin Psychiatry 73(2):192–201. doi:10.4088/JCP.10m06628

    Article  PubMed  Google Scholar 

  • Uchida M, Spencer TJ, Faraone SV, Biederman J (2015) Adult outcome of ADHD an overview of results from the MGH longitudinal family studies of pediatrically and psychiatrically referred youth with and without ADHD of both sexes. J Atten Disord. doi:10.1177/1087054715604360

  • Weiss G, Hechtman L, Milroy T, Perlman T (1985) Psychiatric status of hyperactives as adults: a controlled prospective 15-year follow-up of 63 hyperactive children. J Am Acad Child Psychiatry 24(2):211–220. doi:10.1016/S0002-7138(09)60450-7

    Article  CAS  PubMed  Google Scholar 

  • Wender EH (1995) Attention-deficit hyperactivity disorders in adolescence. J Dev Behav Pediatr 16(3):192–195. doi:10.1097/00004703-199506000-00008

    Article  CAS  PubMed  Google Scholar 

  • Wilens T, Upadhyaya H (2007) Impact of substance use disorder on ADHD and its treatment. J Clin Psychiatry 68(8):e20

    Article  PubMed  Google Scholar 

  • Wilens T, Biederman J, Spencer TJ (2002) Attention deficit/hyperactivity disorder across the lifespan. Annu Rev Med 53:113–131. doi:10.1146/annurev.med.53.082901.103945

    Article  CAS  PubMed  Google Scholar 

  • Wilson JM, Marcotte AC (1996) Psychosocial adjustment and educational outcome in adolescents with a childhood diagnosis of Attention Deficit Disorder. J Am Acad Child Adolesc Psychiatry 35(5):579–587. doi:10.1097/00004583-199605000-00012

    Article  CAS  PubMed  Google Scholar 

Download references

Funding

This research was supported by the National Institutes of Health: DA000357; DA023668; DA032573; MH064769; MH53063, and MH57451.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mini Tandon.

Ethics declarations

Conflict of interest

The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tandon, M., Tillman, R., Agrawal, A. et al. Trajectories of ADHD severity over 10 years from childhood into adulthood. ADHD Atten Def Hyp Disord 8, 121–130 (2016). https://doi.org/10.1007/s12402-016-0191-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12402-016-0191-8

Keywords

Navigation