Attention deficit hyperactivity disorder | |
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People with ADHD may struggle more than others to focus on tasks such as schoolwork, but can maintain an unusually intense level of attention for tasks they find rewarding or interesting | |
Specialty | Psychiatry, pediatrics |
Symptoms | Inattention, carelessness, hyperactivity (evolves into restlessness in adults), executive dysfunction, impulsivity |
Usual onset | Before age 6–12 |
Causes | Both genetic and environmental factors |
Diagnostic method | Based on symptoms after other possible causes have been ruled out |
Differential diagnosis | Normally active young child, conduct disorder, autism spectrum disorder, oppositional defiant disorder, learning disorder, bipolar disorder, fetal alcohol spectrum disorder |
Treatment | Psychotherapy, lifestyle changes, medication |
Medication | CNS stimulants (i.e. methylphenidate, mixed amphetamine salts), atomoxetine, guanfacine, clonidine |
Frequency | 84.7 million (2019) |
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Attention deficit hyperactivity disorder (ADHD) is a neurodevelopmental disorder characterized by excessive amounts of inattention, carelessness, hyperactivity (which evolves into inner restlessness in adulthood), and impulsivity that are pervasive, impairing, and otherwise age-inappropriate.[1][2][3][4][5] Some individuals with ADHD also display difficulty regulating emotions and have executive dysfunction. For a diagnosis, the symptoms have to cause problems in at least two settings (such as school, home, work, or leisure time) for over six months. In children, problems paying attention may result in poor school performance. ADHD is also associated with other mental disorders and substance use disorders, which can cause additional impairment, especially in modern society. Although people with ADHD struggle to focus on tasks they are not particularly interested in completing, they are often able to maintain an unusually prolonged and intense level of attention for tasks they do find interesting or rewarding; this is known as hyperfocus.
The precise causes of ADHD are unknown in the majority of cases.[6][7] Genetic factors are estimated to make up about 75% of the risk.[8] Toxins and infections during pregnancy and brain damage may be environmental risks. Despite a popular myth, it does not appear to be related to any particular style of parenting or discipline.[9] It affects about 5–7% of children when diagnosed via the DSM-IV criteria and 1–2% when diagnosed via the ICD-10 criteria. As of 2019, it was estimated to affect 84.7 million people globally.[10] Rates are similar between countries and differences in rates depend mostly on how it is diagnosed.[11] ADHD is diagnosed approximately twice as often in boys than in girls,[1] although the disorder is overlooked in girls or diagnosed in later life because their symptoms sometimes differ from diagnostic criteria.[12][13][14][15] About 30–50% of people diagnosed in childhood continue to have ADHD in adulthood, with between 2–5% of all adults being diagnosed with the condition.[16][17] In adults, hyperactivity is usually replaced by inner restlessness, and adults often develop coping skills to compensate for their impairments. The condition can be difficult to tell apart from other conditions, as well as from high levels of activity within the range of normal behavior.
ADHD management recommendations vary by country and usually involve some combination of medications, counseling, and lifestyle changes.[18] The British guideline emphasizes environmental modifications and education for individuals and carers about ADHD as the first response. If symptoms persist, parent-training, medication, or psychotherapy (especially cognitive behavioral therapy) can be recommended based on age.[19] Canadian and American guidelines recommend medications and behavioral therapy together, except in preschool-aged children for whom the first-line treatment is behavioral therapy alone.[20][21][22] Stimulant medications are the most effective pharmaceutical treatment,[23] although there may be side effects[23][24][25][26] and any improvements will be reverted if medication is ceased.[4]
ADHD, its diagnosis, and its treatment have been considered controversial since the 1970s. These controversies have involved doctors, teachers, policymakers, parents, and the media. Topics have included causes of ADHD and the use of stimulant medications in its treatment. ADHD is now a well-validated clinical diagnosis in children and adults, and the debate in the scientific community mainly centers on how it is diagnosed and treated.[27][28] ADHD was officially known as attention deficit disorder (ADD) from 1980 to 1987; prior to the 1980s, it was known as hyperkinetic reaction of childhood. Symptoms similar to those of ADHD have been described in medical literature dating back to the 18th century.
Signs and symptoms
Inattention, hyperactivity (restlessness in adults), disruptive behavior, and impulsivity are common in ADHD.[29][30] Academic difficulties are frequent as are problems with relationships.[29] The symptoms can be difficult to define, as it is hard to draw a line at where normal levels of inattention, hyperactivity, and impulsivity end and significant levels requiring interventions begin.[31]
According to the fifth edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM-5), symptoms must be present for six months or more to a degree that is much greater than others of the same age.[1] This requires at least 6 symptoms of either inattention or hyperactivity/impulsivity for those under 17 and at least 5 for those 17 years or older.[1] The symptoms must interfere with or reduce quality of functioning in at least two settings (e.g., social, school, work, or home).[1] Additionally, several symptoms must have been present before age twelve.[1]
Subtypes
ADHD is divided into three primary presentations: predominantly inattentive (ADHD-PI or ADHD-I), predominantly hyperactive-impulsive (ADHD-PH or ADHD-HI), and combined type (ADHD-C).[1][31]
The table "DSM-5 symptoms" lists the symptoms for ADHD-I and ADHD-HI. Symptoms which can be better explained by another psychiatric or medical condition which an individual has are not considered to be a symptom of ADHD for that person.
Presentations | Symptoms |
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Inattentive | 6 or more of the following symptoms in children, and 5 or more in adults, excluding situations where these symptoms are better explained by another psychiatric or medical condition:
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Hyperactive-Impulsive | 6 or more of the following symptoms in children, and 5 or more in adults, excluding situations where these symptoms are better explained by another psychiatric or medical condition:
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Combined | Meet the criteria for both inattentive and hyperactive-impulsive ADHD. |
Girls and women with ADHD tend to display fewer hyperactivity and impulsivity symptoms but more symptoms of inattention and distractibility.[32] Symptoms of hyperactivity tend to go away with age and turn into inner restlessness in teens and adults with ADHD.[16] Although not listed as an official symptom for this condition, emotional dysregulation is generally understood to be a common symptom of ADHD.[33]
People with ADHD of all ages are more likely to have problems with social skills, such as social interaction and forming and maintaining friendships. This is true for all presentations. About half of children and adolescents with ADHD experience social rejection by their peers compared to 10–15% of non-ADHD children and adolescents. People with attention deficits are prone to having difficulty processing verbal and nonverbal language which can negatively affect social interaction. They also may drift off during conversations, miss social cues, and have trouble learning social skills.[34]
Difficulties managing anger are more common in children with ADHD[35] as are poor handwriting[36] and delays in speech, language and motor development.[37][38] Although it causes significant difficulty, many children with ADHD have an attention span equal to or greater than that of other children for tasks and subjects they find interesting.[39]
Comorbidities
Psychiatric
In children, ADHD occurs with other disorders about two-thirds of the time.[39]
Other neurodevelopmental conditions are common comorbidities. Autism spectrum disorder (ASD) co-occurring at a rate of 21%, affects social skills, ability to communicate, behaviour, and interests.[40][41] As of 2013, the DSM-5 allows for an individual to be diagnosed with both ASD and ADHD.[1] Learning disabilities have been found to occur in about 20–30% of children with ADHD. Learning disabilities can include developmental speech and language disorders, and academic skills disorders.[42] ADHD, however, is not considered a learning disability, but it very frequently causes academic difficulties.[42] Intellectual disabilities[1] and Tourette's syndrome[41] are also common.
ADHD is often comorbid with disruptive, impulse control, and conduct disorders. Oppositional defiant disorder (ODD) occurs in about 25% of children with an inattentive presentation and 50% of those with a combined presentation.[1] It is characterized by angry or irritable mood, argumentative or defiant behaviour and vindictiveness which are age-inappropriate. Conduct disorder (CD) occurs in about 25% of adolescents with ADHD.[1] It is characterized by aggression, destruction of property, deceitfulness, theft and violations of rules.[43] Adolescents with ADHD who also have CD are more likely to develop antisocial personality disorder in adulthood.[44] Brain imaging supports that CD and ADHD are separate conditions, wherein conduct disorder was shown to reduce the size one's temporal lobe and limbic system, and increase the size of one's orbitofrontal cortex whereas ADHD was shown to reduce connections in the cerebellum and prefrontal cortex more broadly. Conduct disorder involves more impairment in motivation control than ADHD.[45] Intermittent explosive disorder is characterized by sudden and disproportionate outbursts of anger, and commonly co-occurs with ADHD.[1]
Anxiety and mood disorders are frequent comorbidities. Anxiety disorders have been found to occur more commonly in the ADHD population.[46] This is also true of mood disorders (especially bipolar disorder and major depressive disorder). Boys diagnosed with the combined ADHD subtype are more likely to have a mood disorder.[46] Adults and children with ADHD sometimes also have bipolar disorder, which requires careful assessment to accurately diagnose and treat both conditions.[47][48]
Sleep disorders and ADHD commonly co-exist. They can also occur as a side effect of medications used to treat ADHD. In children with ADHD, insomnia is the most common sleep disorder with behavioral therapy the preferred treatment.[49][50] Problems with sleep initiation are common among individuals with ADHD but often they will be deep sleepers and have significant difficulty getting up in the morning.[51] Melatonin is sometimes used in children who have sleep onset insomnia.[52] Specifically, the sleep disorder restless legs syndrome has been found to be more common in those with ADHD and is often due to iron deficiency anemia.[53][54] However, restless legs can simply be a part of ADHD and requires careful assessment to differentiate between the two disorders.[55] Delayed sleep phase disorder is also quite a common comorbidity of those with ADHD.[56]
There are other psychiatric conditions which are often co-morbid with ADHD, such as substance use disorders. Individuals with ADHD are at increased risk of substance abuse.[16] This is most commonly seen with alcohol or cannabis.[16] The reason for this may be an altered reward pathway in the brains of ADHD individuals.[16] This makes the evaluation and treatment of ADHD more difficult, with serious substance misuse problems usually treated first due to their greater risks.[57] Other psychiatric conditions include reactive attachment disorder,[58] characterized by a severe inability to appropriately relate socially, and sluggish cognitive tempo, a cluster of symptoms that potentially comprises another attention disorder and may occur in 30–50% of ADHD cases, regardless of the subtype.[59]
ADHD and trauma are also highly comorbid,[60] which could be in part potentially be explained by the similarity in presentation between different diagnoses. The symptoms of ADHD and PTSD can have significant behavioral overlap - in particular, motor restlessness, difficulty concentrating, distractibility, irritability/anger, emotional constriction or dysregulation, poor impulse control, and forgetfulness are present in both populations.[61] Given this overlap, there is an attempt in the existing literature to distinguish if there is a relationship between the two, and if so, what the nature of that relationship is. Hypotheses include that symptoms of ADHD may mask underlying trauma-related distress (and therefore the primary diagnosis is trauma-related[62]), that traumatic events in childhood lead to structural brain changes or the development of behaviors that are the same as those in ADHD (and therefore trauma leads to a concrete diagnosis of ADHD[63]), and that the behavioral consequences of ADHD symptoms such as hyperactivity and impulsivity cause those with the condition to have a higher chance of experiencing something traumatizing (and therefore ADHD leads to a concrete diagnosis of a trauma-related disorder).[64][65][66][67] Additionally, it is simply possible that the lack of an appropriate understanding of the particular individual's history can lead to an incorrect diagnosis of one as opposed to the other.
There is evidence for all of these hypotheses. For example, children tend to respond to trauma in manners that are not described in the DSM-5's criteria set for PTSD, including issues with affect and behavior regulation, lowered stress tolerance, lability of mood, and aggression, depression, and anxiety, all of which can look from the outside like distractibility, unregulated affect, and disruptive behaviors.[68] Therefore, from a third person perspective, the child's behavior looks like classic ADHD. In this instance, that would be a case of commonly known symptoms of ADHD masking the true underlying cause – trauma.
Additionally, research studies have found decreased cortical thickness following severe psychosocial deprivation in early life.[69] This is significant because ADHD is marked by reduced cortical thickness throughout specific areas of the brain that are needed to regulate behavior and attention.[70] Similarly, research has found that trauma damages attachment systems, and therefore a person's ability to regulate themselves according to their environment, leading to the disruptive behaviors that characterize ADHD.[68] In these senses, the consequences of trauma and extreme stress lead to the neurobiological and behavioral underpinnings of ADHD, creating a comorbidity.
ADHD as a cause of trauma through a higher likelihood of being in traumatizing situations is a well-documented phenomenon. Many studies have shown that those with ADHD are more likely to get into physical accidents,[64] have less financial independence than their same-age peers without ADHD,[65] a higher risk of psychiatric hospitalization, and poor social functioning.[66] Beyond simply predisposing those with the disorder to behaviors that would put them in situations that are potentially traumatic, ADHD has also been found to possibly be a vulnerability factor for developing PTSD after experiencing trauma itself.[67] Therefore, having ADHD leads to a diagnosis of PTSD (and therefore, explains its own comorbidity) in multiple ways.
Non-psychiatric
Some non-psychiatric conditions are also comorbidities of ADHD. This includes epilepsy,[41] a neurological condition characterized by recurrent seizures. Further, a 2016 systematic review found a well established association between ADHD and obesity, asthma and sleep disorders, and tentative evidence for association with celiac disease and migraine,[71] while another 2016 systematic review did not support a clear link between celiac disease and ADHD, and stated that routine screening for celiac disease in people with ADHD is discouraged.[72]
A 2021 review reported that several neurometabolic disorders caused by inborn errors of metabolism converge on common neurochemical mechanisms that interfere with biological mechanisms also considered central in ADHD pathophysiology and treatment. This highlights the importance of close collaboration between health services to avoid clinical overshadowing.[73]
Suicide risk
Systematic reviews conducted in 2017 and 2020 found strong evidence that ADHD is associated with increased suicide risk across all age groups, as well as growing evidence that an ADHD diagnosis in childhood or adolescence represents a significant future suicidal risk factor.[74][75] Potential causes include ADHD's association with functional impairment, negative social, educational and occupational outcomes, and financial distress.[76][77] A 2019 meta-analysis indicated a significant association between ADHD and suicidal spectrum behaviors (suicidal attempts, ideations, plans, and completed suicides); across the studies examined, the prevalence of suicide attempts in individuals with ADHD was 18.9%, compared to 9.3% in individuals without ADHD, and the findings were substantially replicated among studies which adjusted for other variables. However, the relationship between ADHD and suicidal spectrum behaviors remains unclear due to mixed findings across individual studies and the complicating impact of comorbid psychiatric disorders.[76] There is no clear data on whether there is a direct relationship between ADHD and suicidality, or whether ADHD increases suicide risk through comorbidities.[75]
IQ test performance
Certain studies have found that people with ADHD tend to have lower scores on intelligence quotient (IQ) tests.[78] The significance of this is controversial due to the differences between people with ADHD and the difficulty determining the influence of symptoms, such as distractibility, on lower scores rather than intellectual capacity.[78] In studies of ADHD, higher IQs may be over-represented because many studies exclude individuals who have lower IQs despite those with ADHD scoring on average nine points lower on standardized intelligence measures.[79] In individuals with high intelligence, there is increased risk of a missed ADHD diagnosis, possibly because of compensatory strategies in highly intelligent individuals.[80]
Studies of adults suggest that negative differences in intelligence are not meaningful and may be explained by associated health problems.[81]
Causes
ADHD is generally claimed to be the result of neurological dysfunction in processes associated with the production or use of dopamine and norepinephrine in various brain structures, but there are no confirmed causes.[82][83] It may involve interactions between genetics and the environment.[82][83][84]
Genetics
Twin studies indicate that the disorder is often inherited from the person's parents, with genetics determining about 75% of cases in children and 35% to potentially 75% of cases in adults.[8] Siblings of children with ADHD are three to four times more likely to develop the disorder than siblings of children without the disorder.[85]
Arousal is related to dopaminergic functioning, and ADHD presents with low dopaminergic functioning.[86] Typically, a number of genes are involved, many of which directly affect dopamine neurotransmission.[87][88] Those involved with dopamine include DAT, DRD4, DRD5, TAAR1, MAOA, COMT, and DBH.[88][89][90] Other genes associated with ADHD include SERT, HTR1B, SNAP25, GRIN2A, ADRA2A, TPH2, and BDNF.[87][88] A common variant of a gene called latrophilin 3 is estimated to be responsible for about 9% of cases and when this variant is present, people are particularly responsive to stimulant medication.[91] The 7 repeat variant of dopamine receptor D4 (DRD4–7R) causes increased inhibitory effects induced by dopamine and is associated with ADHD. The DRD4 receptor is a G protein-coupled receptor that inhibits adenylyl cyclase. The DRD4–7R mutation results in a wide range of behavioral phenotypes, including ADHD symptoms reflecting split attention.[92] The DRD4 gene is both linked to novelty seeking and ADHD. The genes GFOD1 and CDH13 show strong genetic associations with ADHD. CHD13's association with ASD, schizophrenia, bipolar disorder, and depression make it an interesting candidate causative gene.[93] Another candidate causative gene that has been identified is ADGRL3. In zebrafish, knockout of this gene causes a loss of dopaminergic function in the ventral diencephalon and the fish display a hyperactive/impulsive phenotype.[93]
For genetic variation to be used as a tool for diagnosis, more validating studies need to be performed. However, smaller studies have shown that genetic polymorphisms in genes related to catecholaminergic neurotransmission or the SNARE complex of the synapse can reliably predict a person's response to stimulant medication.[93] Rare genetic variants show more relevant clinical significance as their penetrance (the chance of developing the disorder) tends to be much higher.[94] However their usefulness as tools for diagnosis is limited as no single gene predicts ADHD. ASD shows genetic overlap with ADHD at both common and rare levels of genetic variation.[94]
Environment
In addition to genetics, some environmental factors might play a role in causing ADHD.[95][96] Alcohol intake during pregnancy can cause fetal alcohol spectrum disorders which can include ADHD or symptoms like it.[97] Children exposed to certain toxic substances, such as lead or polychlorinated biphenyls, may develop problems which resemble ADHD.[6][98] Exposure to the organophosphate insecticides chlorpyrifos and dialkyl phosphate is associated with an increased risk; however, the evidence is not conclusive.[99] Exposure to tobacco smoke during pregnancy can cause problems with central nervous system development and can increase the risk of ADHD.[6][100] Nicotine exposure during pregnancy may be an environmental risk.[101]
Extreme premature birth, very low birth weight, and extreme neglect, abuse, or social deprivation also increase the risk[102][6][103] as do certain infections during pregnancy, at birth, and in early childhood. These infections include, among others, various viruses (measles, varicella zoster encephalitis, rubella, enterovirus 71).[104] At least 30% of children with a traumatic brain injury later develop ADHD[105] and about 5% of cases are due to brain damage.[106]
Some studies suggest that in a small number of children, artificial food dyes or preservatives may be associated with an increased prevalence of ADHD or ADHD-like symptoms,[6][107] but the evidence is weak and may only apply to children with food sensitivities.[95][107][108] The European Union has put in place regulatory measures based on these concerns.[109] In a minority of children, intolerances or allergies to certain foods may worsen ADHD symptoms.[110]
Research does not support popular beliefs that ADHD is caused by eating too much refined sugar, watching too much television, parenting, poverty or family chaos; however, they might worsen ADHD symptoms in certain people.[30]
Society
The youngest children in a class have been found to be more likely to be diagnosed as having ADHD, possibly due to them being developmentally behind their older classmates.[111][112] They also appear to use ADHD medications at nearly twice the rate of their peers.[113]
In some cases, an inappropriate diagnosis of ADHD may reflect a dysfunctional family or a poor educational system, rather than any true presence of ADHD in the individual.[114] In other cases, it may be explained by increasing academic expectations, with a diagnosis being a method for parents in some countries to get extra financial and educational support for their child.[106] Behaviors typical of ADHD occur more commonly in children who have experienced violence and emotional abuse.[24]
The social construct theory of ADHD suggests that because the boundaries between normal and abnormal behavior are socially constructed (i.e. jointly created and validated by all members of society, and in particular by physicians, parents, teachers, and others), it then follows that subjective valuations and judgements determine which diagnostic criteria are used and thus, the number of people affected.[115] This difference means using DSM-IV criteria could diagnose ADHD at rates three to four times higher than ICD-10 criteria.[15] Thomas Szasz, a supporter of this theory, has argued that ADHD was "invented and then given a name".[116]
Pathophysiology
Current models of ADHD suggest that it is associated with functional impairments in some of the brain's neurotransmitter systems, particularly those involving dopamine and norepinephrine.[117][118] The dopamine and norepinephrine pathways that originate in the ventral tegmental area and locus coeruleus project to diverse regions of the brain and govern a variety of cognitive processes.[117][119] The dopamine pathways and norepinephrine pathways which project to the prefrontal cortex and striatum are directly responsible for modulating executive function (cognitive control of behavior), motivation, reward perception, and motor function;[117][118][119] these pathways are known to play a central role in the pathophysiology of ADHD.[117][119][120][121] Larger models of ADHD with additional pathways have been proposed.[118][120][121]
Brain structure
In children with ADHD, there is a general reduction of volume in certain brain structures, with a proportionally greater decrease in the volume in the left-sided prefrontal cortex.[118][122] The posterior parietal cortex also shows thinning in individuals with ADHD compared to controls.[118] Other brain structures in the prefrontal-striatal-cerebellar and prefrontal-striatal-thalamic circuits have also been found to differ between people with and without ADHD.[118][120][121]
The subcortical volumes of the accumbens, amygdala, caudate, hippocampus, and putamen appears smaller in individuals with ADHD compared with controls.[123]
Neurotransmitter pathways
Previously it was thought that the elevated number of dopamine transporters in people with ADHD was part of the pathophysiology but it appears that the elevated numbers are due to adaptation to exposure to stimulants.[124] Current models involve the mesocorticolimbic dopamine pathway and the locus coeruleus-noradrenergic system.[117][118][119] ADHD psychostimulants possess treatment efficacy because they increase neurotransmitter activity in these systems.[118][119][125] There may additionally be abnormalities in serotonergic, glutamatergic, or cholinergic pathways.[125][126][127]
Executive function and motivation
The symptoms of ADHD arise from a deficiency in certain executive functions (e.g., attentional control, inhibitory control, and working memory).[51][118][119][128] Executive functions are a set of cognitive processes that are required to successfully select and monitor behaviors that facilitate the attainment of one's chosen goals.[51][119][128] The executive function impairments that occur in ADHD individuals result in problems with staying organized, time keeping, excessive procrastination, maintaining concentration, paying attention, ignoring distractions, regulating emotions, and remembering details.[51][118][119] People with ADHD appear to have unimpaired long-term memory, and deficits in long-term recall appear to be attributed to impairments in working memory.[51][129] Due to the rates of brain maturation and the increasing demands for executive control as a person gets older, ADHD impairments may not fully manifest themselves until adolescence or even early adulthood.[51]
ADHD has also been associated with motivational deficits in children.[130] Children with ADHD often find it difficult to focus on long-term over short-term rewards, and exhibit impulsive behavior for short-term rewards.[130]
Diagnosis
ADHD is diagnosed by an assessment of a person's behavioral and mental development, including ruling out the effects of drugs, medications, and other medical or psychiatric problems as explanations for the symptoms.[57] ADHD diagnosis often takes into account feedback from parents and teachers[131] with most diagnoses begun after a teacher raises concerns.[106] It may be viewed as the extreme end of one or more continuous human traits found in all people.[132] Imaging studies of the brain do not give consistent results between individuals; thus, they are only used for research purposes and not a diagnosis.[133]
In North America and Australia, DSM-5 criteria are used for diagnosis, while European countries usually use the ICD-10. The DSM-IV criteria for diagnosis of ADHD is 3–4 times more likely to diagnose ADHD than is the ICD-10 criteria.[15] ADHD is alternately classified as neurodevelopmental disorder[16][134] or a disruptive behavior disorder along with ODD, CD, and antisocial personality disorder.[135] A diagnosis does not imply a neurological disorder.[24]
Associated conditions that should be screened for include anxiety, depression, ODD, CD, and learning and language disorders. Other conditions that should be considered are other neurodevelopmental disorders, tics, and sleep apnea.[136]
Self-rating scales, such as the ADHD rating scale and the Vanderbilt ADHD diagnostic rating scale, are used in the screening and evaluation of ADHD.[137]
Diagnostic and Statistical Manual
As with many other psychiatric disorders, a formal diagnosis should be made by a qualified professional based on a set number of criteria. In the United States, these criteria are defined by the American Psychiatric Association in the DSM. Based on the DSM-5 criteria published in 2013, there are three presentations of ADHD:[1]
- ADHD, predominantly inattentive type, presents with symptoms including being easily distracted, forgetful, daydreaming, disorganization, poor concentration, and difficulty completing tasks.[1]
- ADHD, predominantly hyperactive-impulsive type, presents with excessive fidgeting and restlessness, hyperactivity, and difficulty waiting and remaining seated.[1]
- ADHD, combined type, is a combination of the first two presentations.[1]
This subdivision is based on presence of at least six (in children) or five (in adults)[138] out of nine long-term (lasting at least six months) symptoms of inattention, hyperactivity–impulsivity, or both.[1] To be considered, several symptoms must have appeared by the age of six to twelve and occur in more than one environment (e.g. at home and at school or work).[1] The symptoms must be inappropriate for a child of that age[1][139] and there must be clear evidence that they are causing social, school or work related problems.[140]
The DSM-5 also provides two diagnoses for individuals who have symptoms of ADHD but do not entirely meet the requirements. Other Specified ADHD allows the clinician to describe why the individual does not meet the criteria, whereas Other Unspecified ADHD is used where the clinician chooses not to describe the reason.[1]
International Classification of Diseases
In the tenth revision of the International Statistical Classification of Diseases and Related Health Problems (ICD-10) by the World Health Organization, the symptoms of hyperkinetic disorder were analogous to ADHD in the DSM-5. When a conduct disorder (as defined by ICD-10)[37] is present, the condition was referred to as hyperkinetic conduct disorder. Otherwise, the disorder was classified as disturbance of activity and attention, other hyperkinetic disorders or hyperkinetic disorders, unspecified. The latter was sometimes referred to as hyperkinetic syndrome.[37]
In the implementation version of ICD-11, the disorder is classified under 6A05 (Attention deficit hyperactivity disorder), and hyperkinetic disorder no longer exists. The defined subtypes are similar to those of the DSM-5: predominantly inattentive presentation (6A05.0); predominantly hyperactive-impulsive presentation(6A05.1); combined presentation (6A05.2). However, the ICD-11 includes two residual categories for individuals who do not entirely match any of the defined subtypes: other specified presentation (6A05.Y) where the clinician includes detail on the individual's presentation; and presentation unspecified (6A05.Z) where the clinician does not provide detail.[2]
Adults
Adults with ADHD are diagnosed under the same criteria, including that their signs must have been present by the age of six to twelve. Questioning parents or guardians as to how the person behaved and developed as a child may form part of the assessment; a family history of ADHD also adds weight to a diagnosis.[16] While the core symptoms of ADHD are similar in children and adults, they often present differently in adults than in children: for example, excessive physical activity seen in children may present as feelings of restlessness and constant mental activity in adults.[16]
It is estimated that 2–5% of adults have ADHD.[16] Around 25–50% of children with ADHD continue to experience ADHD symptoms into adulthood, while the rest experience fewer or no symptoms.[16][verification needed] Currently, most adults remain untreated.[141] Many adults with ADHD without diagnosis and treatment have a disorganized life, and some use non-prescribed drugs or alcohol as a coping mechanism.[142] Other problems may include relationship and job difficulties, and an increased risk of criminal activities.[16] Associated mental health problems include depression, anxiety disorders, and learning disabilities.[142]
Some ADHD symptoms in adults differ from those seen in children. While children with ADHD may climb and run about excessively, adults may experience an inability to relax, or may talk excessively in social situations. Adults with ADHD may start relationships impulsively, display sensation-seeking behavior, and be short-tempered. Addictive behavior such as substance abuse and gambling are common. The DSM-5 criteria do specifically deal with adults—unlike those in DSM-IV, which were criticized for not being appropriate for adults. This might lead to those who presented differently as they aged to having outgrown the DSM-IV criteria.[16]
For diagnosis in an adult, having symptoms since childhood is required. Nevertheless, a proportion of adults who meet the criteria for ADHD in adulthood would not have been diagnosed with ADHD as children. Most cases of late-onset ADHD develop the disorder between the ages of 12-16 and may therefore be considered early adult or adolescent-onset ADHD.[143]
Differential diagnosis
Depression disorder | Anxiety disorder | Bipolar disorder |
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|
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in manic state
in depressive state
|
The DSM provides potential differential diagnoses - potential alternate explanations for specific symptoms. Assessment and investigation of clinical history determines which is the most appropriate diagnosis. The DSM-5 suggests ODD, intermittent explosive disorder, other neurodevelopmental disorders (such as stereotypic movement disorder and Tourette's disorder), specific learning disorder, intellectual developmental disorder, ASD, reactive attachment disorder, anxiety disorders, depressive disorders, bipolar disorder, disruptive mood dysregulation disorder, substance use disorder, personality disorders, psychotic disorders, medication-induced symptoms, and dementia.[1] Many but not all of these are also common comorbidities of ADHD.[1]
Symptoms of ADHD, such as low mood and poor self-image, mood swings, and irritability, can be confused with dysthymia, cyclothymia or bipolar disorder as well as with borderline personality disorder.[16] Some symptoms that are due to anxiety disorders, antisocial personality disorder, developmental disabilities or intellectual disability or the effects of substance abuse such as intoxication and withdrawal can overlap with some ADHD. These disorders can also sometimes occur along with ADHD. Medical conditions which can cause ADHD-type symptoms include: hyperthyroidism, seizure disorder, lead toxicity, hearing deficits, hepatic disease, sleep apnea, drug interactions, untreated celiac disease, and head injury.[72][142]
Primary sleep disorders may affect attention and behavior and the symptoms of ADHD may affect sleep.[145] It is thus recommended that children with ADHD be regularly assessed for sleep problems.[146] Sleepiness in children may result in symptoms ranging from the classic ones of yawning and rubbing the eyes, to hyperactivity and inattentiveness.[147] Obstructive sleep apnea can also cause ADHD-type symptoms.[147]
Management
The management of ADHD typically involves counseling or medications, either alone or in combination. While treatment may improve long-term outcomes, it does not get rid of negative outcomes entirely.[148] Medications used include stimulants, atomoxetine, alpha-2 adrenergic receptor agonists, and sometimes antidepressants.[46][125] In those who have trouble focusing on long-term rewards, a large amount of positive reinforcement improves task performance.[130] ADHD stimulants also improve persistence and task performance in children with ADHD.[118][130]
Behavioral therapies
There is good evidence for the use of behavioral therapies in ADHD. They are the recommended first-line treatment in those who have mild symptoms or who are preschool-aged.[149][150] Psychological therapies used include: psychoeducational input, behavior therapy, cognitive behavioral therapy,[151] interpersonal psychotherapy, family therapy, school-based interventions, social skills training, behavioral peer intervention, organization training,[152] and parent management training.[24] Neurofeedback has greater treatment effects than non-active controls for up to 6 months and possibly a year following treatment, and may have treatment effects comparable to active controls (controls proven to have a clinical effect) over that time period.[153] Despite efficacy in research, there is insufficient regulation of neurofeedback practise, leading to ineffective applications and false claims regarding innovations.[154] Parent training may improve a number of behavioral problems including oppositional and non-compliant behaviors.[155]
There is little high-quality research on the effectiveness of family therapy for ADHD—but the existing evidence shows that it is similar to community care, and better than placebo.[156] ADHD-specific support groups can provide information and may help families cope with ADHD.[157]
Social skills training, behavioral modification, and medication may have some limited beneficial effects in peer relationships. The most important factor in reducing later psychological problems—such as major depression, criminality, school failure, and substance use disorders—is formation of friendships with non-deviant peers.[158]
Medication
Stimulants
Stimulant medications are the most effective pharmaceutical treatment.[23] They improve symptoms in 80% of people, although improvement is not sustained if medication is ceased.[4][26][159] Methylphenidate appears to improve symptoms as reported by teachers and parents.[4][26][160] Stimulants may also reduce the risk of unintentional injuries in children with ADHD.[161] Magnetic resonance imaging studies suggest that long-term treatment with amphetamine or methylphenidate decreases abnormalities in brain structure and function found in subjects with ADHD.[162][163][164] A 2018 review found the greatest short-term benefit with methylphenidate in children, and amphetamines in adults.[165]
The long-term effects of ADHD medication have yet to be fully determined,[166][167] although stimulants are generally beneficial and safe for up to two years for children and adolescents.[168] However, there are side-effects and contraindications to their use.[23] Stimulant psychosis and mania are very rare at therapeutic doses, appearing to occur in approximately 0.1% of individuals, within the first several weeks after starting amphetamine therapy.[169][170][171] Chronic heavy abuse of stimulants over months or years can trigger these symptoms, although administration of an antipsychotic medication has been found to effectively resolve the symptoms of acute amphetamine psychosis.[169]
Regular monitoring has been recommended in those on long-term treatment.[172] There are indications suggesting that stimulant therapy for children and adolescents should be stopped periodically to assess continuing need for medication, decrease possible growth delay, and reduce tolerance.[173][174] Long-term misuse of stimulant medications at doses above the therapeutic range for ADHD treatment is associated with addiction and dependence.[175][176] Untreated ADHD, however, is also associated with elevated risk of substance use disorders and conduct disorders.[175] The use of stimulants appears to either reduce these risks or have no effect on it.[16][166][175] The negative consequences of untreated ADHD has led some guidelines to conclude that the dangers of not treating severe ADHD are greater than the potential risks of medication, regardless of age.[19] The safety of these medications in pregnancy is unclear.[177]
Non-stimulants
There are a number of non-stimulant medications, such as Viloxazine, atomoxetine, bupropion, guanfacine (effective in children and adolescents but still not been seen for adults),[178] and clonidine,[179] that may be used as alternatives, or added to stimulant therapy.[23] There are no good studies comparing the various medications; however, they appear more or less equal with respect to side effects.[180] For children, stimulants appear to improve academic performance while atomoxetine does not.[181] Atomoxetine, due to its lack of addiction liability, may be preferred in those who are at risk of recreational or compulsive stimulant use.[16] Evidence supports its ability to improve symptoms when compared to placebo.[182] There is little evidence on the effects of medication on social behaviors.[180] Antipsychotics may also be used to treat aggression in ADHD.[183]
Guidelines
Guidelines on when to use medications vary by country. The United Kingdom's National Institute for Health and Care Excellence recommends use for children only in severe cases, though for adults medication is a first-line treatment.[19] Conversely, most United States guidelines recommend medications in most age groups.[20] Medications are especially not recommended for preschool children.[19][24] Underdosing of stimulants can occur, and can result in a lack of response or later loss of effectiveness.[184] This is particularly common in adolescents and adults as approved dosing is based on school-aged children, causing some practitioners to use weight-based or benefit-based off-label dosing instead.[185][186][187]
Exercise
Regular physical exercise, particularly aerobic exercise, is an effective add-on treatment for ADHD in children and adults, particularly when combined with stimulant medication (although the best intensity and type of aerobic exercise for improving symptoms are not currently known).[188][189][190] The long-term effects of regular aerobic exercise in ADHD individuals include better behavior and motor abilities, improved executive functions (including attention, inhibitory control, and planning, among other cognitive domains), faster information processing speed, and better memory.[188][189][190] Parent-teacher ratings of behavioral and socio-emotional outcomes in response to regular aerobic exercise include: better overall function, reduced ADHD symptoms, better self-esteem, reduced levels of anxiety and depression, fewer somatic complaints, better academic and classroom behavior, and improved social behavior.[188] Exercising while on stimulant medication augments the effect of stimulant medication on executive function.[188] It is believed that these short-term effects of exercise are mediated by an increased abundance of synaptic dopamine and norepinephrine in the brain.[188]
Diet
Dietary modifications are not recommended as of 2019 by the American Academy of Pediatrics, the National Institute for Health and Care Excellence, or the Agency for Healthcare Research and Quality due to insufficient evidence.[22][19] A 2013 meta-analysis found less than a third of children with ADHD see some improvement in symptoms with free fatty acid supplementation or decreased eating of artificial food coloring.[95] These benefits may be limited to children with food sensitivities or those who are simultaneously being treated with ADHD medications.[95] This review also found that evidence does not support removing other foods from the diet to treat ADHD.[95] A 2014 review found that an elimination diet results in a small overall benefit in a minority of children, such as those with allergies.[110] A 2016 review stated that the use of a gluten-free diet as standard ADHD treatment is not advised.[72] A 2017 review showed that a few-foods elimination diet may help children too young to be medicated or not responding to medication, while free fatty acid supplementation or decreased eating of artificial food coloring as standard ADHD treatment is not advised.[191] Chronic deficiencies of iron, magnesium and iodine may have a negative impact on ADHD symptoms.[192] There is a small amount of evidence that lower tissue zinc levels may be associated with ADHD.[193] In the absence of a demonstrated zinc deficiency (which is rare outside of developing countries), zinc supplementation is not recommended as treatment for ADHD.[194] However, zinc supplementation may reduce the minimum effective dose of amphetamine when it is used with amphetamine for the treatment of ADHD.[195]
Prognosis
ADHD persists into adulthood in about 30–50% of cases.[196] Those affected are likely to develop coping mechanisms as they mature, thus compensating to some extent for their previous symptoms.[142] Children with ADHD have a higher risk of unintentional injuries.[161] Effects of medication on functional impairment and quality of life (e.g. reduced risk of accidents) have been found across multiple domains.[197] Rates of smoking among those with ADHD are higher than in the general population at about 40%.[198]
Individuals with ADHD are significantly overrepresented in prison populations. Although there is no generally accepted estimate of ADHD prevalence among inmates, a 2015 meta-analysis estimated a prevalence of 25.5%,[199] and a larger 2018 meta-analysis estimated the frequency to be 26.2%.[200] ADHD is more common among longer-term inmates; a 2010 study at Norrtälje Prison, a high-security prison in Sweden, found an estimated ADHD prevalence of 40%.[199]
Epidemiology
![](https://web.archive.org/web/20220425112055im_/https://upload.wikimedia.org/wikipedia/commons/thumb/8/8a/Map-Ever-Diagnosed-2011-550px.jpg/310px-Map-Ever-Diagnosed-2011-550px.jpg)
ADHD is estimated to affect about 6–7% of people aged 18 and under when diagnosed via the DSM-IV criteria.[202] When diagnosed via the ICD-10 criteria, rates in this age group are estimated around 1–2%.[203] Children in North America appear to have a higher rate of ADHD than children in Africa and the Middle East; this is believed to be due to differing methods of diagnosis rather than a difference in underlying frequency.[204][verification needed] If the same diagnostic methods are used, the rates are similar between countries.[11] ADHD is diagnosed approximately three times more often in boys than in girls.[14][15] This may reflect either a true difference in underlying rate, or that women and girls with ADHD are less likely to be diagnosed.[205]
Rates of diagnosis and treatment have increased in both the United Kingdom and the United States since the 1970s.[206] Prior to 1970, it was rare for children to be diagnosed with ADHD, while in the 1970s rates were about 1%.[207] This is believed to be primarily due to changes in how the condition is diagnosed[206] and how readily people are willing to treat it with medications rather than a true change in how common the condition is.[203] It is believed that changes to the diagnostic criteria in 2013 with the release of the DSM-5 will increase the percentage of people diagnosed with ADHD, especially among adults.[208]
Due to disparities in the treatment and understanding of ADHD between caucasian and non-caucasian populations, many non-caucasian children go undiagnosed and unmedicated.[209] It was found that within the US that there was often a disparity between caucasian and non-caucasian understandings of ADHD.[210] This led to a difference in the classification of the symptoms of ADHD, and therefore, its misdiagnosis.[210] It was also found that it was common in non-caucasian families and teachers to understand the symptoms of ADHD as behavioural issues, rather than mental illness.[210]
Crosscultural differences in diagnosis of ADHD can also be attributed to the long lasting effects of harmful, racially targeted medical practices. Medical pseudosciences, particularly those that targeted African American populations during the period of slavery in the US, lead to a distrust of medical practices within certain communities.[210] The combination of ADHD symptoms often being regarded as misbehaviour rather than as a psychiatric condition, and the use of drugs to regulate ADHD, result in a hesitancy to trust a diagnosis of ADHD. Cases of misdiagnosis in ADHD can also occur due to stereotyping of non-caucasian individuals.[210] Due to ADHD's subjectively determined symptoms, medical professionals may diagnose individuals based on stereotyped behaviour or misdiagnose due to differences in symptom presentation between Caucasian and non-Caucasian individuals.[210]
History
Hyperactivity has long been part of the human condition. Sir Alexander Crichton describes "mental restlessness" in his book An inquiry into the nature and origin of mental derangement written in 1798.[211][212] He made observations about children showing signs of being inattentive and having the "fidgets". The first clear description of ADHD is credited to George Still in 1902 during a series of lectures he gave to the Royal College of Physicians of London.[213][206] He noted both nature and nurture could be influencing this disorder.[214]
Alfred Tredgold proposed an association between brain damage and behavioral or learning problems which was able to be validated by the encephalitis lethargica epidemic from 1917 through 1928.[214][215][216]
The terminology used to describe the condition has changed over time and has included: minimal brain dysfunction in the DSM-I (1952), hyperkinetic reaction of childhood in the DSM-II (1968), and attention-deficit disorder with or without hyperactivity in the DSM-III (1980).[206] In 1987, this was changed to ADHD in the DSM-III-R, and in 1994 the DSM-IV in split the diagnosis into three subtypes: ADHD inattentive type, ADHD hyperactive-impulsive type, and ADHD combined type.[217] These terms were kept in the DSM-5 in 2013.[1] Prior to the DSM, terms included minimal brain damage in the 1930s.[218]
In 1934, Benzedrine became the first amphetamine medication approved for use in the United States.[219] Methylphenidate was introduced in the 1950s, and enantiopure dextroamphetamine in the 1970s.[206] The use of stimulants to treat ADHD was first described in 1937.[220] Charles Bradley gave the children with behavioral disorders Benzedrine and found it improved academic performance and behavior.[221][222]
Until the 1990s, many studies[quantify] "implicated the prefrontal-striatal network as being smaller in children with ADHD".[223] During this same period,[when?] a genetic component was identified and ADHD was acknowledged to be a persistent, long-term disorder which lasted from childhood into adulthood.[224] ADHD was split into the current three sub-types because of a field trial completed by Lahey and colleagues.[1][225]
Controversy
ADHD, its diagnosis, and its treatment have been controversial since the 1970s.[3][4][5] The controversies involve clinicians, teachers, policymakers, parents, and the media. Positions range from the view that ADHD is within the normal range of behavior[57][226] to the hypothesis that ADHD is a genetic condition.[227] Other areas of controversy include the use of stimulant medications in children,[4][228] the method of diagnosis, and the possibility of overdiagnosis.[228] In 2009, the National Institute for Health and Care Excellence, while acknowledging the controversy, states that the current treatments and methods of diagnosis are based on the dominant view of the academic literature.[132] In 2014, Keith Conners, one of the early advocates for recognition of the disorder, spoke out against overdiagnosis in a The New York Times article.[229] In contrast, a 2014 peer-reviewed medical literature review indicated that ADHD is underdiagnosed in adults.[17]
With widely differing rates of diagnosis across countries, states within countries, races, and ethnicities, some suspect factors other than the presence of the symptoms of ADHD are playing a role in diagnosis.[230] Some sociologists consider ADHD to be an example of the medicalization of deviant behavior, that is, the turning of the previously non-medical issue of school performance into a medical one.[3][106] Most healthcare providers accept ADHD as a genuine disorder, at least in the small number of people with severe symptoms.[106] Among healthcare providers the debate mainly centers on diagnosis and treatment in the much greater number of people with mild symptoms.[106][231][232]
Research directions
Research into positive traits
Possible positive traits of ADHD are a new avenue of research, and therefore limited.[233] Studies are being done on whether ADHD symptoms could potentially be beneficial.
A 2020 review found that creativity may be associated with ADHD symptoms, particularly divergent thinking and quantity of creative achievements, but not with the disorder of ADHD itself – i.e. it has not been found to be increased in patients diagnosed with the disorder, only in patients with subclinical symptoms or those that possess traits associated with the disorder.[233] Divergent thinking is the ability to produce creative solutions which differ significantly from each other and consider the issue from multiple perspectives.[233] Those with ADHD symptoms could be advantaged in this form of creativity as they tend to have diffuse attention, allowing rapid switching between aspects of the task under consideration;[233] flexible associative memory, allowing them to remember and use more distantly-related ideas which is associated with creativity; and impulsivity, which causes people with ADHD symptoms to consider ideas which others may not have.[233] However, people with ADHD may struggle with convergent thinking, which is a cognitive process through which a set of obviously relevant knowledge is utilized in a focused effort to arrive at a single perceived best solution to a problem.[233]
In entrepreneurship, there has been interest in the traits of people with ADHD.[234][235] This is due in part to a number of high-profile entrepreneurs having traits that could be associated with ADHD.[236] Some people with ADHD are interested in entrepreneurship, and have some traits which could be considered useful to entrepreneurial skills: curiosity, openness to experience, impulsivity, risk-taking, and hyperfocus.[235]
Research into use of biomarkers for diagnosis
Reviews of ADHD biomarkers have noted that platelet monoamine oxidase expression, urinary norepinephrine, urinary MHPG, and urinary phenethylamine levels consistently differ between ADHD individuals and non-ADHD controls.[237] These measurements could potentially serve as diagnostic biomarkers for ADHD, but more research is needed to establish their diagnostic utility.[237] Urinary and blood plasma phenethylamine concentrations are lower in ADHD individuals relative to controls and the two most commonly prescribed drugs for ADHD, amphetamine and methylphenidate, increase phenethylamine biosynthesis in treatment-responsive individuals with ADHD.[238][237] Lower urinary phenethylamine concentrations are also associated with symptoms of inattentiveness in ADHD individuals.[237] Electroencephalography is not accurate enough to make an ADHD diagnosis.[239]
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DA has multiple actions in the prefrontal cortex. It promotes the "cognitive control" of behavior: the selection and successful monitoring of behavior to facilitate attainment of chosen goals. Aspects of cognitive control in which DA plays a role include working memory, the ability to hold information "on line" in order to guide actions, suppression of prepotent behaviors that compete with goal-directed actions, and control of attention and thus the ability to overcome distractions. Cognitive control is impaired in several disorders, including attention deficit hyperactivity disorder. ... Noradrenergic projections from the LC thus interact with dopaminergic projections from the VTA to regulate cognitive control. ... it has not been shown that 5HT makes a therapeutic contribution to treatment of ADHD.
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EFs and prefrontal cortex are the first to suffer, and suffer disproportionately, if something is not right in your life. They suffer first, and most, if you are stressed (Arnsten 1998, Liston et al. 2009, Oaten & Cheng 2005), sad (Hirt et al. 2008, von Hecker & Meiser 2005), lonely (Baumeister et al. 2002, Cacioppo & Patrick 2008, Campbell et al. 2006, Tun et al. 2012), sleep deprived (Barnes et al. 2012, Huang et al. 2007), or not physically fit (Best 2010, Chaddock et al. 2011, Hillman et al. 2008). Any of these can cause you to appear to have a disorder of EFs, such as ADHD, when you do not.
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A minority of individuals who use amphetamines develop full-blown psychosis requiring care at emergency departments or psychiatric hospitals. In such cases, symptoms of amphetamine psychosis commonly include paranoid and persecutory delusions as well as auditory and visual hallucinations in the presence of extreme agitation. More common (about 18%) is for frequent amphetamine users to report psychotic symptoms that are sub-clinical and that do not require high-intensity intervention ...
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supervised use of stimulants at therapeutic doses may decrease risk of experimentation with drugs to self-medicate symptoms. Second, untreated ADHD may lead to school failure, peer rejection, and subsequent association with deviant peer groups that encourage drug misuse. ... amphetamines and methylphenidate are used in low doses to treat attention deficit hyperactivity disorder and in higher doses to treat narcolepsy (Chapter 12). Despite their clinical uses, these drugs are strongly reinforcing, and their long-term use at high doses is linked with potential addiction
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As most treatment guidelines and prescribing information for stimulant medications relate to experience in school-aged children, prescribed doses for older patients are lacking. Emerging evidence for both methylphenidate and Adderall indicate that when weight-corrected daily doses, equipotent with those used in the treatment of younger patients, are used to treat adults with ADHD, these patients show a very robust clinical response consistent with that observed in pediatric studies. These data suggest that older patients may require a more aggressive approach in terms of dosing, based on the same target dosage ranges that have already been established – for methylphenidate, 1–1.5–2 mg/kg/day, and for D,L-amphetamine, 0.5–0.75–1 mg/kg/day....
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Further reading
External links
Media related to Attention deficit hyperactivity disorder at Wikimedia Commons
Quotations related to Attention deficit hyperactivity disorder at Wikiquote
- National Institute of Mental Health on ADHD
- New Zealand MOH Guidelines for the Assessment and Treatment of Attention-Deficit/Hyperactivity Disorder
- AACAP Practice Parameters for the Assessment and Treatment of attention deficit hyperactivity disorder
- Faraone SV, Asherson P, Banaschewski T, Biederman J, Buitelaar JK, Ramos-Quiroga JA, et al. (August 2015). "Attention-deficit/hyperactivity disorder". Nature Reviews. Disease Primers. 1: 15020. CiteSeerX 10.1.1.497.1346. doi:10.1038/nrdp.2015.20. PMID 27189265. S2CID 7171541.