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Longitudinal Studies of Antisocial Outcome in Individuals with Childhood Attention Deficit Hyperactivity Disorder

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  • Illinois School of Professional Psychology at Argosy University, Schaumburg Campus
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Journal of Memory Disorders and Rehabilitation
Cite this article: Eme R (2017) A Review of the Most Recent Longitudinal Studies of ADHD. J Mem Disord Rehabil 2(1): 1004.
*Corresponding author
Robert Eme, Department of Psychology, Illinois School
of Professional Psychology at Argosy University,
Schaumburg Campus, USA, Email:
Submitted: 20 February 2017
Accepted: 18 March 2017
Published: 21 March 2017
Copyright
© 2017 Eme
OPEN ACCESS
Review Article
A Review of the Most Recent
Longitudinal Studies of ADHD
Robert Eme*
Department of Psychology, Illinois School of Professional Psychology at Argosy
University, USA
Abstract
This review examined the ndings from the six most recent longitudinal studies
of ADHD with a goal of answering the question of what the future likely holds for an
individual with childhood ADHD. When the ndings from these studies were combined
with those of prior longitudinal studies, the two most important answers to emerge
were as follows. First, approximately two-thirds of children with childhood ADHD will
continue to be moderately or severely impaired in young adulthood. Second, the two
most robust predictors of this outcome are severity of ADHD and co morbid conduct
problems.
INTRODUCTION
Among the most pressing questions that parents of children
with ADHD, and the clinicians involved, have is what the future

this future [1]. The answer to these questions is provided by
long-term longitudinal studies of individuals who have received
a diagnosis of ADHD during childhood and then followed for
varying lengths of time. The purpose of this article is to provide
answers to these questions by reviewing the most recent
longitudinal studies of children with ADHD. The article will begin

prominent prior longitudinal studies. It is will then proceed to
review six of the most recent studies that were not included in
the prior reviews with a special focus on how these studies have
advanced our knowledge of what the future likely holds for the
child with ADHD.
Prior longitudinal studies
     
prior longitudinal studies of ADHD are as follows [2-4]. First,
regarding the characteristics of the subjects, most of the children
with ADHD were white, middle class boys who were typically
       
facilities rather than being true community samples. In addition
to the obvious demographic limitation of the samples, it is also
important to note that clinical samples of children with ADHD
usually include more severe cases than community samples and
thus are more likely to report higher persistence rates as well as
increased co morbidity with other disorders [3].

 There is a relatively high rate of persistence of ADHD from
childhood to adolescence (50-80%) and into adulthood
(35-65%).
 Symptoms of hyperactivity (and perhaps impulsivity)
decline more steeply with age than do symptoms of
inattention.
 Children with ADHD are at increased risk for virtually
every outcome domain that has been studied including,
but not limited to
    
Conduct Disorder, Substance Abuse Disorder.
 Academic impairment, driving problems, social
impairment, risky sexual behavior, occupational
functioning as adults, criminality.
 ADHD severity and co morbid conduct disorder in
childhood are the two most important predictors for
persistence into adulthood as well as adverse outcomes
in adulthood.
 There were few if any gender differences in outcome.
Recent longitudinal studies of ADHD
The review will be roughly ordered in terms of the
chronological baseline for the start of the study. Particular
attention will be paid to how the studies have added to the
knowledge base established by the prior longitudinal studies and
thus advance our knowledge on what the future likely holds for
individuals with a history of childhood ADHD.
Prediction of adolescent outcomes among children
diagnosed with ADHD at 4-6 years of age
A study by Lahey and colleagues [5] addressed the
problem that little is known about the stability and long-term
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consequence of ADHD when it is diagnosed in early childhood.
Participants were 125 children (107 boys) recruited from
various mental health settings who were diagnosed with ADHD
at 4-6 years and followed prospectively through age 18 years.
     
the children improved over time, they still continued to exhibit
more symptoms, functional impairment, and risky behavior
through adolescence than demographically matched healthy
comparison children. Indeed, only approximately 10% of the
         
         
 
diagnosis of ADHD in early childhood, thereby validating the
recommendation of professional groups such as the American
Academy of Pediatrics who are calling for recognition and

         
numbers of inattention and hyperactivity-impulsivity symptoms
and higher number of concurrent symptoms (oppositional,
conduct disorder, anxiety, and depression) measured at baseline
predicted higher future levels of the same dimension of symptoms.
In addition, higher baseline levels of inattention, oppositional,
conduct disorder, and anxiety symptoms predicted greater
future functional impairment. Lastly, the authors concluded that
although the study demonstrated that future outcomes in general
could be predicted, the predictors were not accurate enough to
allow prediction on an individual basis of which children would
or would not improve.
Early development of co morbidity between ADHD
and oppositional defiant disorder
A study by Harvey, Breaux, and Lugo-Candelas [6] sought
to advance the understanding of how to explain the substantial
   
(ODD) that develops during the preschool years such that
between one third and one half of children who are diagnosed
with one disorder are also co morbid for the other disorder.
Participants were 199 children (107 boys) who were recruited
from the community for a longitudinal study of preschoolers
with behavior problems. Parental reports of ADHD and ODD
symptoms were collected annually from ages 3 to 6 and a family
history interview was administered at age 3. The results provided
strong support for a developmental precursor’s model to explain
the co morbidity. Namely, ADHD was a strong predictor for the
      
This progression from ADHD to ODD is best explained by the
ADHD symptoms of behavioral and emotional impulsivity which
greatly increase the risk for coercive, oppositional interchanges
          
estimated that a typical child with ADHD has an astonishing half
a million of these negative interchanges each year [10].
Developmental trajectories of ADHD symptoms from
grade 3 through 12
     
symptoms were explored in a sample of 413 children (66% male)

as high risk because of elevated kindergarten conduct problems
[11]. Symptoms of inattention and hyperactivity-impulsivity
were modeled using parent reports collected in Grades 3, 6, 9,
       
levels of inattention and hyperactivity (71% of sample), (2)
initially high but then declining symptoms (16% of sample), and
(3) continuously high symptoms that featured hyperactivity in
childhood and early adolescence and inattention in adolescence
(13% of sample). By late adolescence, children in the high class
         
with higher rates of arrests, school dropout, and unemployment,
whereas children in the declining class did not differ from those
in the low trajectory class. This study supports the notion that
      
for some children, but not for others. Children who are more
hyperactive or aggressive, or whose parents are inconsistent
or ineffective with discipline, are more likely to have clinically

activities and worse graduation and employment rates in late
adolescence. In conclusion, the most important contribution of

from prior studies that severity of ADHD in childhood predicts
persistence of ADHD into adolescence as well as increased risk
for adverse outcomes in multiple domains.
Adult outcomes 16 years after childhood ADHD: MTA
results
The Multimodal Treat Study (MTA) which has conducted
several follow-ups of 579 children (465 males) diagnosed with
combined type ADHD at ages 7-9 is the largest study to date
with the most representative, generalizable clinical sample of
children with ADHD [1]. In the most recent follow-up study,
Roy and colleagues [12], examined rates and predictors of
ADHD persistence versus desistence in 453 of the participants
from the MTA trial based on a 16-year follow up at a mean age
of 25 years. Regarding persistence, 50% of the participants
had persistent ADHD based upon DSM-5 criteria. Regarding
predictors, the study found that the most important predictors of
adult ADHD persistence were initial severity of ADHD symptoms,
increasing but not initial co morbidities (after controlling ADHD
severity), and parental mental health problems. Childhood
IQ, socioeconomic status, parent education, and parent-child
relationships showed no association with adult ADHD symptom
        
studies, Roy and colleagues [12] reported that their negative
       
status and parental income are discrepant from prior studies
         
association between parent-child relationships and persistence
          
second study by Hechtman and colleagues [13] was built on the

differences between those with persistent versus desistent ADHD
and a local normative comparison group (LNCG). Three patterns
       
persistent ADHD group fared the worst on functional outcomes
       
income, receiving public assistance, and risky sexual behavior
compared to the LNCG. Second, the desistent group had outcomes
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that were in between the persistent group and the LNCG. Third,
on emotional outcomes (emotional lability, neuroticism, anxiety
disorder, mood disorder) and substance use outcomes, the LNGC
group and the symptom-desistent group did not differ, but both
fared better than the symptom-persistent group. Fourth, there
         
or alcohol use disorder. In sum, although degrees of impairment
varied by domain, persistent ADHD was associated with the
greatest functional problems.
Prediction of young adult outcome for women with
childhood ADHD
A study by Owens and Hinshaw [4] investigated whether
earlier conduct problems, operational zed as symptoms of ODD
and conduct disorder (CD), which predict adult outcomes for
males with childhood ADHD also predict adult outcomes for
females with childhood ADHD. Participants were 140 females
in the Berkeley Girls with ADHD Longitudinal Study who were
recruited from various community and mental health settings
Data was collected at three times points when the females were
on average aged 9.6 years, 14.3 years, and 19.6 years. The study
found that among girls with ADHD, after controlling for severity
of childhood ADHD, IQ, and demographic factors, childhood and
adolescent conduct problems predicted overall functioning,
internalizing problems, and externalizing problems during young
 
for explaining how these early conduct problems predicted adult

risk for school failure and disciplinary problems during
adolescence which in turn increased risk of failure to adapt to
the demands of young adulthood. In the second pathway early
conduct problems increased risk for internalizing problems
and peer rejection during adolescence which in turn predicted
internalizing problems in young adulthood.
         
earlier conduct problems are as robust a predictor of young adult
outcomes for females as they are for males. It also adds to the
  
differences in either the future for children with childhood
ADHD or predictors of that future, with the possible exception
that females may be a higher risk for internalizing disorders and
males at higher risk for externalizing disorders [4].
Progression in impairment in adolescents with ADHD
though the transition out of high school
Despite declining symptoms levels, children with ADHD show
increasingly impaired functioning as they transition into high
school most probably because of increased academic workloads
and greater demands for independent and organized work [14].
A study by Howard and colleagues [14] using the previously
discussed MTA sample [13] sought to extend the investigation
of impairments increasing with age to adolescents through and
after leaving high school as they transitioned to adulthood. The
study found that on average the impairments of adolescents
with childhood ADHD increased through high school and after
the transition out of high school in contrast to those of LNCG
adolescents for whom impairments stabilized or declined after
high school. However, these impairments were stabilized after
leaving high school for those adolescents with ADHD who
attended college. Also, adolescents with childhood ADHD who
had more involved parenting had less impairment overall,
and those with both histories of involved parenting and who
attended college were least impaired overall as young adults.
In sum, on average adolescents with childhood ADHD became
slightly more impaired through high school, and impairments
continued to increase but at a slower rate after the transition out
of high school. The progression in impairments was mitigated by
involved parenting and college attendance.
CONCLUSION
First, as a bit of an aside, it should be noted that contrary to
the continuing erroneous opinion of some, the reviewed studies
served to further establish the validity of ADHD as a real disorder,
“as if 20,000 or more earlier studies had not” [2].
To the question of what does the future likely hold for a
person with childhood ADHD, the results of recent longitudinal
studies in combination with the prior studies suggest the
following answers? First, with regard to persistence, a distinction
must be made between ADHD symptoms and ADHD-related
impairments. With regard to persistence of symptoms, the best
answer would appear to be that approximately 50% of children
       
levels of ADHD symptomatology into young adulthood. With
        
overall adult outcomes of children with ADHD fall roughly into

impaired, and severely impaired [15]. Second, although ADHD
symptoms may decline with age, ADHD-related impairments
are less likely to do so and indeed may even increase [2]. Two
possible reasons have been advanced to explain why decline in
symptoms may not be accompanied by decline in impairments.
          
severity, the individual with ADHD remains at a relatively high
level of deviancy compared to the non-ADHD [2] Thus, since
the individual with ADHD remains at this relatively high level of
deviancy, they remain at the same level of risk for impairment or
even increased risk of impairment with age because of increasing
demands e.g., for independent academic or occupational
achievement [14]. The second reason why the decline in
symptoms may not be accompanied by decline in impairments is
that the decline in symptoms may be illusory. Namely, there is a
growing consensus that because the DSM-5 list of 18 symptoms
        
preadolescent presentations of ADHD, they are developmentally
insensitive to manifestations of ADHD at older ages [7,14,15].
DSM-5 has attempted to address this issue by listing some
expressions of the core 18 symptoms that might be more typical
beyond preadolescence, but much work remains to be done
in this regard. In short then, ADHD-related impairments may
continue or even increase because ADHD symptoms, if assessed
by developmentally appropriate criteria, are not decreasing and
       
With regard to the predictors of future outcomes in ADHD, the
recent studies have provided additional convincing support
in establishing severity of ADHD and co morbidity with other
disorders (especially conduct problems) as the most reliable,
Central
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robust predictors. In addition, outcome is also determined,
as it is for virtually all disorders, by environmental demands,
compensatory skills of the individual and environmental
supports or lack thereof. Lastly, the omission of treatment of
ADHD as a predictor of long term outcome in the reviewed
studies needs to be addressed is some detail. This omission is
especially surprising since hundreds of controlled studies of
stimulant treatment for individuals with ADHD (mostly children)
have reported success rates approximating 80% over the short
term with rates for placebo being dramatically lower (i.e., 13%)
[16-18]. Indeed, “There is no medication for any mental health
condition that approaches this differential. Sometimes the effects
of stimulants are “night and day” [17]. The most probable reason
for this omission is a design problem in longitudinal studies
which make the consideration of treatment moot. Research
that attempts to study the long term predictive of outcome of
treatment for ADHD is faced with an intractable design problem
of bias once the randomization trial has ended and individuals
in the treatment and control groups self-select into various
         
“Disentangling this bias adequately would require a randomized
clinical trial with good adherence and retention for several
years…However, maintaining adherences to assigned treatment
over long periods of time may not be possible.” This bias helps
       
studies that treatment for ADHD is a predictor of persistence,
not desistence [3]! Namely, since it is the most severe cases of
ADHD that are selected for treatment [3], treatment is in effect
a proxy for severity a robust predictor of persistence. Similarly,
although 14 months of state of the art treatment in the MTA study
resulted in highly positive short-term outcomes, subsequent self-
selected extended use of medication after the trial ended found
no effect on outcome in adulthood [3]. Again, this may be because
those who elected to continue treatment with medication into
adulthood had more severe ADHD than those who chose to
discontinue treatment.
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Cite this article
... The separation of irritability/anger from argumentativeness/defiance criteria is new to the DSM-5 and reflects recognition of both temperament-emotional and behavioral symptoms (APA, 2013). An established body of research-including several longitudinal studies that test mediating effects-suggests that OD behaviors often emerge from transactions between (a) heritable vulnerabilities such as trait impulsivity, including a preference for immediate rewards, actions taken without forethought, and deficiencies in self-control (which may be further magnified by low trait anxiety/fearlessness; Corr & McNaughton, 2016); and (b) adverse family influences, which shape and maintain behavior and emotion dysregulation (Beauchaine, Zisner, & Sauder, 2017;Eme, 2017;Martel, Levinson, Lee, & Smith, 2017;Sauder, Beauchaine, Gatzke-Kopp, Shannon, & Aylward, 2012;Stringaris, Maughan, & Goodman, 2010). ...
... Estimation, model identification, and model fit We used Mplus with the robust maximum likelihood estimator (MLR) for all analyses (version 8.0, Muthén & Muthén, 1998-2017. The MLR estimator uses direct information maximum likelihood to address missing information (i.e., no cases with 1. ...
... Our findings and others (Beauchaine et al., 2010(Beauchaine et al., , 2017Beauchaine & McNulty, 2013;Eme, 2017;Waller et al., 2013) suggest that CU behaviors are distinct from OD behaviors. Integration of models for the development of CU and OD behaviors should offer insights into etiology, assessment, and treatment of CU and OD behaviors and therefore provide a more integrative model of CU and OD behaviors (Hawes, Price, & Dadds, 2014;Kjøbli et al., 2018;Waller & Hyde, 2018). ...
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The objective was to determine the longitudinal associations between callous-unemotional (CU) and oppositional defiant (OD) behaviors from first to fourth grade for Spanish children. Four possible outcomes were evaluated: (1) CU behaviors in first grade predict increases in OD behaviors in the fourth grade, controlling for OD behaviors in the first grade; (2) OD behaviors in first grade predict increases in CU behaviors in fourth grade, controlling for CU behaviors in first grade; (3) both unique effects are significant; and (4) neither unique effect is significant. A longitudinal panel model with two latent variables (CU and OD behaviors), three sources (mothers, fathers, teachers) and two occasions (spring of first and fourth grades) was used to evaluate the four possibilities among 758 first grade (54% boys) and 469 fourth grade Spanish children (53% boys). For mother-, father-, and teacher-reports, OD behaviors in first grade predicted increases in CU behaviors in fourth grade, after controlling for CU behaviors in first grade, whereas CU behaviors in first grade did not predict increases in OD behaviors in fourth grade, after controlling for OD behaviors in first grade. OD behaviors thus conferred independent vulnerability to increases in CU behaviors three years later among young children.
... Ten years ago, the notion of common liability to externalizing disorders enjoyed limited support. In the last decade, however, considerable evidence for shared etiology has emerged, including (1) highly overlapping heritabilities, as indicated in behavioral ge netics studies (e.g., Krueger et al., 2002); (2) common molecular genetic vulnerabilities (e.g., Gizer, Otto, & Ellingson, 2016); (3) overlapping neural correlates in both subcortical brain regions implicated in impulsivity and cortical brain regions implicated in poor selfcontrol and emotion dysregulation (e.g., Beauchaine, Zisner, & Sauder, 2017); and (4) a well-characterized developmental trajectory from severe hyperactivity-impulsivity (AD HD) very early in life to later ODD, CD, and eventual antisocial behavior, particularly among affected males (see Beauchaine & McNulty, 2013;Eme, 2015Eme, , 2017Moffitt, 1993Moffitt, , 2006Robins, 1966 It is important to note, however, that many hyperactive-impulsive children do not traverse this developmental pathway to later ODD, CD, and antisocial behavior. Even though AD HD is highly heritable, with symptoms that persist into adulthood for a preponderance of individuals (Biederman, Petty, Evans, Small, & Faraone, 2010), progression to more se vere externalizing outcomes is not foregone. ...
... In contrast, those who develop prefrontal dysfunction as a result of interactions between their neurobiological vulnerabilities and environmental ad versity are far more likely to traverse a developmental pathway characterized by emerg ing oppositionality, conduct disturbance, delinquent behavior, problems with substance use, and in some cases criminality, incarceration, and recidivism. This general develop mental pathway has been described in the literature for many years (Beauchaine & Mc Nulty, 2013;Moffitt, 1993;Robins, 1966), yet only recently has the field begun to eluci date complex mediating pathways from early-life ADHD to adolescent and adult external izing behavior (e.g., Beauchaine et al., 2017;Eme, 2015Eme, , 2017Moffitt, 2006;Raine, 2018). In this chapter, we emphasize that such developmental progression results from (1) interactions between subcortical vulnerabilities to trait impulsivity and cortical neural vulnerabilities to emotion dysregulation, (2) interactions between neurobiological vulner abilities and environmental adversities that shape emotion dysregulation, (3) cumulative effects of correlated environmental risk factors as they accrue across the lifespan, and therefore (4) complex developmental processes that cannot be understood fully at any single point in time. ...
Chapter
As described in the literature for many years, a sizable number of children with hyperactive-impulsive and combined subtypes/presentations of ADHD—especially males—progress to more serious externalizing syndromes across development. Such outcomes include oppositional defiant disorder, conduct problems, delinquency, substance use disorders, and in some cases antisocial personality disorder, incarceration, and recidivism. In this chapter, we summarize a developmental model that emphasizes different contributions of trait impulsivity, a highly heritable, subcortically-mediated vulnerability, versus emotion dysregulation, a highly socialized cortically-mediated vulnerability, to externalizing progression. According to this perspective, trait impulsivity confers vulnerability to all externalizing disorders, but this vulnerability is unlikely to progress beyond ADHD in protective environments. In contrast, for children who are reared under conditions of adversity—including poverty, family violence, deviant peer influences, and neighborhood violence/criminality—neurodevelopment of prefrontal cortex structure and function is compromised, resulting in failures to achieve age-expected gains in emotion regulation and other forms of executive control. For these children, subcortical vulnerabilities to trait impulsivity are amplified by deficient cortical modulation, which facilitates progression along the externalizing spectrum.
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There is a renewed interest in better conceptualizing trajectories of attention-deficit/hyperactivity disorder (ADHD) from childhood to adulthood, driven by an increased recognition of long-term impairment and potential persistence beyond childhood and adolescence. This review addresses the following major issues relevant to the course of ADHD in light of current evidence from longitudinal studies: (1) conceptual and methodological issues related to measurement of persistence of ADHD, (2) estimates of persistence rate from childhood to adulthood and its predictors, (3) long-term negative outcomes of childhood ADHD and their early predictors, and (4) the recently proposed new adult-onset ADHD. Estimates of persistence vary widely in the literature, and diagnostic criteria, sample characteristics, and information source are the most important factors explaining variability among studies. Evidence indicates that ADHD severity, comorbid conduct disorder and major depressive disorder, and treatment for ADHD are the main predictors of ADHD persistence from childhood to adulthood. Comorbid conduct disorder and ADHD severity in childhood are the most important predictors of adverse outcomes in adulthood among children with ADHD. Three recent population studies suggested the existence of a significant proportion of individuals who report onset of ADHD symptoms and impairments after childhood. Finally, we highlight areas for improvement to increase our understanding of ADHD across the life span.
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This review examined the findings from the six most recent longitudinal studies of ADHD with a goal of answering the question of what the future likely holds for an individual with childhood ADHD. When the findings from these studies were combined with those of prior longitudinal studies, the two most important answers to emerge were as follows. First, approximately two-thirds of children with childhood ADHD will continue to be moderately or severely impaired in young adulthood. Second, the two most robust predictors of this outcome are severity of ADHD and co morbid conduct problems
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Objective: To compare educational, occupational, legal, emotional, substance use disorder, and sexual behavior outcomes in young adults with persistent and desistent attention-deficit/hyperactivity disorder (ADHD) symptoms and a local normative comparison group (LNCG) in the Multimodal Treatment Study of Children with ADHD (MTA). Method: Data were collected 12, 14, and 16 years postbaseline (mean age 24.7 years at 16 years postbaseline) from 476 participants with ADHD diagnosed at age 7 to 9 years, and 241 age- and sex-matched classmates. Probands were subgrouped on persistence versus desistence of DSM-5 symptom count. Orthogonal comparisons contrasted ADHD versus LNCG and symptom-persistent (50%) versus symptom-desistent (50%) subgroups. Functional outcomes were measured with standardized and demographic instruments. Results: Three patterns of functional outcomes emerged. Post-secondary education, times fired/quit a job, current income, receiving public assistance, and risky sexual behavior showed the most common pattern: the LNCG group fared best, symptom-persistent ADHD group worst, and symptom-desistent ADHD group between, with the largest effect sizes between LNCG and symptom-persistent ADHD. In the second pattern, seen with emotional outcomes (emotional lability, neuroticism, anxiety disorder, mood disorder) and substance use outcomes, the LNCG and symptom-desistent ADHD group did not differ, but both fared better than the symptom-persistent ADHD group. In the third pattern, noted with jail time (rare), alcohol use disorder (common), and number of jobs held, group differences were not significant. The ADHD group had 10 deaths compared to one death in the LNCG. Conclusion: Adult functioning after childhood ADHD varies by domain and is generally worse when ADHD symptoms persist. It is important to identify factors and interventions that promote better functional outcomes.