Pervasive versus situational childhood ADHD: latent classes and their clinical characteristics, based on parent and teacher ratings in a large longitudinal population sample.

ALSPAC Latent class analysis Longitudinal Pervasive and situational ADHD

Journal

European child & adolescent psychiatry
ISSN: 1435-165X
Titre abrégé: Eur Child Adolesc Psychiatry
Pays: Germany
ID NLM: 9212296

Informations de publication

Date de publication:
17 Oct 2023
Historique:
received: 12 05 2023
accepted: 22 09 2023
medline: 17 10 2023
pubmed: 17 10 2023
entrez: 16 10 2023
Statut: aheadofprint

Résumé

Attention-deficit/hyperactivity disorder (ADHD) diagnoses require symptoms to be present in two settings. Low levels of concordance between symptoms rated at home and school raise questions regarding this approach. The aim was to examine whether there are sub-groups with context-specific expressions of ADHD symptoms (i.e., at home or school only) with clinically significant problems sufficient to support a new diagnostic formulation. We applied latent class transition analysis to parent and teacher data (N = 10,476) from the Avon Longitudinal Study of Parents and Children (ALSPAC), collected at ages 8, 10, and 20 years. We examined the short-term stability of emergent classes and their childhood and adult-associated risk profiles. In addition to an Unaffected class (~ 45%), there was a Pervasive Combined class with elevated inattentive and hyperactive/impulsive symptoms at both home and school (~ 11%) and three classes with situational expressions; School Combined (~ 9%), Home Combined (~ 18%), and School Inattentive (~ 16%). Stability ranged from 0.27 to 0.78. The Pervasive Combined class was most symptomatic and impaired. School inattentive also displayed clinical symptom levels, whereas the School and Home Combined classes displayed subclinical levels. Different profiles regarding sex, cognition, conduct problems, and substance use emerged for the three situational classes. Distinct groupings of pervasive and situational ADHD expressions are identifiable in the general population. The isolation of a stable and burdensome Pervasive Combined class lends support to the current diagnostic approach. However, there are indications of situational expressions of ADHD with clinical symptom levels and associated difficulties.

Identifiants

pubmed: 37845375
doi: 10.1007/s00787-023-02308-3
pii: 10.1007/s00787-023-02308-3
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Informations de copyright

© 2023. The Author(s).

Références

Posner J, Polanczyk GV, Sonuga-Barke E (2020) Attention-deficit hyperactivity disorder. Lancet 395(10222):450–462
doi: 10.1016/S0140-6736(19)33004-1 pubmed: 31982036 pmcid: 7880081
American Psychiatric Association (2013) Diagnostic and statistical manual of mental disorder (5th edition). American Psychiatric Publishing, Washington, DC
Willcutt EG, Nigg JT, Pennington BF, Solanto MV, Rohde LA, Tannock R et al (2012) Validity of DSM-IV attention deficit/hyperactivity disorder symptom dimensions and subtypes. J Abnorm Psychol 121(4):991–1010
doi: 10.1037/a0027347 pubmed: 22612200 pmcid: 3622557
De Los RA, Henry DB, Tolan PH, Wakschlag LS (2009) Linking informant discrepancies to observed variations in young children’s disruptive behavior. J Abnorm Child Psychol 37(5):637–652
doi: 10.1007/s10802-009-9307-3
Dirks MA, Reyes ADL, Briggs-Gowan M, Cella D, Wakschlag LS (2012) Annual Research Review: embracing not erasing contextual variability in children’s behaviour—theory and utility in the selection and use of methods and informants in developmental psychopathology. J Child Psychol Psychiatry 53(5):558–574
doi: 10.1111/j.1469-7610.2012.02537.x pubmed: 22360546 pmcid: 4720148
Murray AL, Ribeaud D, Eisner M, Murray G, McKenzie K (2019) Should we subtype ADHD according to the context in which symptoms occur? Criterion validity of recognising context-based ADHD presentations. Child Psychiatry Hum Dev 50(2):308–320
doi: 10.1007/s10578-018-0842-4 pubmed: 30168001
Mannuzza S, Klein RG, Moulton JL (2002) Young adult outcome of children with “situational” hyperactivity: a prospective, controlled follow-up study. J Abnorm Child Psychol 30(2):191–198
doi: 10.1023/A:1014761401202 pubmed: 12008657
Rettew DC, van Oort FVA, Verhulst FC, Buitelaar JK, Ormel J, Hartman CA et al (2011) When parent and teacher ratings don’t agree: the tracking adolescents’ individual lives survey (TRAILS). J Child Adolesc Psychopharmacol 21(5):389–397
doi: 10.1089/cap.2010.0153 pubmed: 22040184
Ho TP, Luk ESL, Leung PWL, Taylor E, Lieh-Mak F, Bacon-Shone J (1996) Situational versus pervasive hyperactivity in a community sample. Psychol Med 26(2):309–321
doi: 10.1017/S003329170003470X pubmed: 8685287
Boyd A, Golding J, Macleod J, Lawlor DA, Fraser A, Henderson J et al (2013) Cohort profile: the ‘Children of the 90s’—the index offspring of the Avon Longitudinal Study of Parents and Children. Int J Epidemiol 42(1):111–127
doi: 10.1093/ije/dys064 pubmed: 22507743
Fraser A, Macdonald-Wallis C, Tilling K, Boyd A, Golding J, Davey Smith G et al (2013) Cohort profile: the Avon longitudinal study of parents and children: ALSPAC mothers cohort. Int J Epidemiol 42(1):97–110
doi: 10.1093/ije/dys066 pubmed: 22507742
Goodman R (1997) The strengths and difficulties questionnaire: a research note. J Child Psychol Psychiatry 38(5):581–586
doi: 10.1111/j.1469-7610.1997.tb01545.x pubmed: 9255702
Manly T, Anderson V, Nimmo-Smith I, Turner A, Watson P, Robertson IH (2001) The differential assessment of children’s attention: the test of everyday attention for children (TEA-Ch), normative sample and ADHD performance. J Child Psychol Psychiatry Allied Discip 42(8):1065–1081
doi: 10.1111/1469-7610.00806
Heaton SC, Reader SK, Preston AS, Fennell EB, Puyana OE, Gill N et al (2001) The test of everyday attention for children (TEA-Ch): patterns of performance in children with ADHD and clinical controls. Child Neuropsychol 7(4):251–264
doi: 10.1076/chin.7.4.251.8736 pubmed: 16210214
Wechsler D (1991) Manual for the Wechsler intelligence scale for children: Third edition, vol 1991. Psychological Corp., San Antonio
Murray L, Carothers AD (1990) The validation of the Edinburgh post-natal depression scale on a community sample. Br J Psychiatry 157(2):288–290
doi: 10.1192/bjp.157.2.288 pubmed: 2224383
Spielberger CD, Sydeman SJ, Owen AE, Marsh BJ (1999) Measuring anxiety and anger with the State-Trait Anxiety Inventory (STAI) and the State-Trait Anger Expression Inventory (STAXI). In: The use of psychological testing for treatment planning and outcomes assessment, 2nd ed. Lawrence Erlbaum Associates Publishers, Mahwah, pp 993–1021
Smith DJ, McVie S (2003) Theory and method in the Edinburgh study of youth transitions and crime. Br J Criminol 43(1):169–195
doi: 10.1093/bjc/43.1.169
Sharp C, Goodyer IM, Croudace TJ (2006) The Short Mood and Feelings Questionnaire (SMFQ): a unidimensional item response theory and categorical data factor analysis of self-report ratings from a community sample of 7-through 11-year-old children. J Abnorm Child Psychol 34(3):365–377
doi: 10.1007/s10802-006-9027-x
Spitzer RL, Kroenke K, Williams JBW, Löwe B (2006) A brief measure for assessing generalized anxiety disorder: the GAD-7. Arch Intern Med 166(10):1092–1097
doi: 10.1001/archinte.166.10.1092 pubmed: 16717171
Saunders JB, Aasland OG, Babor TF, Fuente JRDL, Grant M (1993) Development of the Alcohol Use Disorders Identification Test (AUDIT): WHO Collaborative Project on early detection of persons with harmful alcohol consumption-II. Addiction 88(6):791–804
doi: 10.1111/j.1360-0443.1993.tb02093.x pubmed: 8329970
Sterba SK (2014) Handling missing covariates in conditional mixture models under missing at random assumptions. Multivar Behav Res 49:614–632
doi: 10.1080/00273171.2014.950719
Nylund KL (2007) Latent transition analysis: modeling extensions and an application to peer vicitimization. Doctoral dissertation, University of California, Los Angeles
Lubke GH, Luningham J (2017) Fitting latent variable mixture models. Behav Res Ther 1(98):91–102
doi: 10.1016/j.brat.2017.04.003
Nylund-Gibson K, Grimm R, Quirk M, Furlong M (2014) A latent transition mixture model using the three-step specification. Struct Equ Model 21(3):439–454
doi: 10.1080/10705511.2014.915375
Nylund-Gibson K, Choi AY (2018) Ten frequently asked questions about latent class analysis. Transl Issues Psychol Sci 4(4):440–461
doi: 10.1037/tps0000176
Lahey BB, Pelham WE, Loney J, Lee SS, Willcutt E (2005) Instability of the DSM-IV subtypes of ADHD from preschool through elementary school. Arch Gen Psychiatry 62(8):896–902
doi: 10.1001/archpsyc.62.8.896 pubmed: 16061767
Goodman R, Simonoff E, Stevenson J (1995) The impact of Child IQ, Parent IQ and Sibling IQ on child behavioural deviance scores. J Child Psychol Psychiatry 36(3):409–425
doi: 10.1111/j.1469-7610.1995.tb01299.x pubmed: 7782405
Kuntsi J, Eley TC, Taylor A, Hughes C, Asherson P, Caspi A et al (2004) Co-occurrence of ADHD and low IQ has genetic origins. Am J Med Genet Part B Neuropsychiatr Genet. 124B(1):41–47
doi: 10.1002/ajmg.b.20076
Solanto MV (2000) The predominantly inattentive subtype of attention-deficit/hyperactivity disorder. CNS Spectr 5(6):45–51
doi: 10.1017/S1092852900007069 pubmed: 18268458

Auteurs

Matilda A Frick (MA)

Department of Psychology, Stockholm University, Albanovägen 12, 106 91, Stockholm, Sweden. matilda.frick@psychology.su.se.
Department of Psychology, Uppsala University, Uppsala, Sweden. matilda.frick@psychology.su.se.
Department of Medical Sciences, Uppsala University, Uppsala, Sweden. matilda.frick@psychology.su.se.

Hugo Hesser (H)

School of Behavioural, Social and Legal Sciences, Center for Health and Medical Psychology, Örebro University, Örebro, Sweden.
Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden.

Edmund Sonuga-Barke (E)

Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.

Classifications MeSH