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Measurement Issues: Asperger Syndrome
Assessment Instruments for
Asperger Syndrome
Patricia Howlin
This review describes the current situation with regard to diagnostic
instruments for Asperger syndrome. The paucity of such instruments, and
the lack of adequate standardisation data amongst the few that do exist,
represent a serious omission for both clinicians and researchers. The major
problem limiting the development of effective diagnostic or screening
instruments is the confusion inherent in ICD-10 and DSM-1V systems in
differentiating autism from Asperger syndrome. In the absence of clear and
clinically satisfactory diagnostic criteria, efforts to develop valid
assessment instruments may be attempting to put the horse before the
cart!
Keywords: Asperger syndrome; assessment instruments; diagnosis
Background
In contrast to Kanner’s (1943) descriptions of autism,
which rapidly gained wide recognition, the initial accounts
of ‘Asperger syndrome’ (Asperger, 1944) remained in
relative obscurity for almost 40 years. Being written in
German just at the end of the Second World War clearly
did not help and it was not until 1981, when Lorna Wing
published a detailed account of 34 further cases, that
interest in the condition began to re-emerge. However,
even then there was significant opposition to the use of this
label as separate from autism (Schopler, 1985). Although
such scepticism has not entirely disappeared (Schopler,
Mesibov, & Kunce, 1998), Asperger syndrome was finally
included in both DSM-IV and ICD-10 classifications in
the 1990s (World Health Organisation, 1990; American
Psychiatric Association, 1994).
Perhaps because of the delay between initial description
and final inclusion in formal diagnostic systems, the
diagnosis of Asperger syndrome has tended to give rise to
far more confusion amongst clinicians than the diagnosis
of autism. This may be due to a number of different
reasons.
1. Current criteria for Asperger syndrome have moved
away somewhat from Asperger’s own descriptions. In-
deed, many of the cases whom he described would not
actually fulfil current DSM}ICD" specifications (Miller &
" Throughout the remainder of the text the initials DSM and
ICD are used to refer to DSM-IV and ICD-10.
Ozonoff, 1997). Recent clinical accounts have remained
closer to Asperger’s initial version but are not necessarily
identical to this (see Table 1).
2. Although current ICD}DSM criteria make clear the
overlap with autism (see Tables 2 & 3), the distinguishing
features are not always clear. Thus, although early
language delays are cited as one of the main differential
criteria, there is no precise definition of what a ‘clinically
significant ’ delay entails. Does this apply, for example, to
children who, despite having begun to use words by 2 and
phrases by 3 years of age, as stipulated in ICD}DSM, are
still clearly well behind in their language development
when formally assessed? Moreover, it is not uncommon
for some children, who fail to use single words by the
specified age of 2 years, then to make rapid progress and
be using good phrase speech by 3 years. There is no
guidance on how delays in receptive language should be
defined, and other linguistic impairments, notably the
abnormalities in reciprocity and pragmatics that are
typical of individuals with a diagnosis of Asperger
syndrome, are simply not mentioned at all. Similar
confusion arises over acceptable IQ levels. Although ICD
criteria note : ‘Self-help skills (and) adaptive behaviour
during the first 3 years should be at a level consistent with
normal intellectual development’, no developmental or
IQ cut-offs are specified.
3. Considerable problems arise from the fact that DSM
and ICD criteria indicate that, for a diagnosis of autism:
‘ the clinical picture is not attributable to other varieties of
Patricia Howlin
Department of
Psychology, St
George’s Hospital
Medical School,
Cranmer Terrace,
London SW17 ORE
Child Psychology & Psychiatry Review Volume 5, No. 3, 2000120
Measurement Issues: Asperger Syndrome
Table 1. Differing criteria for Asperger syndrome
AuthorDate(Nsubjects)
Asperger,1944(< 200)
Wing, 1981(34)
Gillberg &Gillberg,1989 (23)
Szatmari etal., 1989(28)
Tantam,1991 (85)
ICD-10,1992
DSM-IV,1994
Exclusionof autism
Yes
No
No
Yes
No
?
Yes
Clumsy
+
+
+
+
+
Usually
May bepresent
All-absorbinginterests
+
+
+
+
+
+ (or rigidbehaviourspatterns)
+ (or rigidbehaviourspatterns)
Abnormalcommuni-cation
+
+
+
+
+
Autisticsocialimpairment
+
+
+
+
+
+
+
Rarely present
May bepresent
May bepresent
May bepresent
–
–
Cognitivedelays
–
May bepresent
May bepresent
May bepresent
–
–
Languagedelay
+ = Characteristic deemed necessary for diagnosis; – = Characteristic deemed to exclude diagnosis(Blank = no specific mention)
pervasive developmental disorder ’ (i.e., the diagnosis of
autism should not be given if the case meets criteria for
Asperger syndrome). The same caveat also applies to
Asperger syndrome– i.e., this diagnosis should not be
given if the case meets criteria for autism. What to do,
therefore, with cases who meet the criteria for social and
repetitive abnormalities required for both autism and
Asperger syndrome, are of normal IQ, and who had no
early language delays, but nevertheless show difficulties in
maintaining or initiating conversations, have repetitive
and}or stereotyped speech, and have never played
imaginatively (as per criteria for autism)? DSM-IV adopts
a hierarchical stance, in that if criteria for autism are met
then that diagnosis should take precedence. However,
Manjiviona and Prior (1999) note that if this rule were to
be strictly followed, the number of cases diagnosed as
having Asperger syndrome would be minimal. For this
reason, other researchers, such as Kim et al. (2000),
have adopted the opposite strategy, in that if criteria for
autism are fulfilled, but IQ and early language devel-
opment are in the normal range, the diagnosis of Asperger
syndrome takes precedence.
4. Research studies seeking to determine whether there is
a fundamental difference between Asperger syndrome and
autism, have, if anything, tended to confuse the picture
even further. This is partly because they have not
consistently used the same differentiating criteria (with
subgroups sometimes being distinguished on the basis of
motor clumsiness, sometimes on current linguistic or
cognitive functioning, but only rarely according to strict
DSM guidelines ; Manjiviona & Prior, 1999) and partly
because of the different research paradigms used. Overall,
the number of studies suggesting that Asperger and high
functioning autism groups differ on cognitive, social,
motor or neuropsychological tasks probably equals those
indicating no difference (Klin & Volkmar, 1997; Howlin,
1998; Schopler et al., 1998). For example, Klin and
Volkmar (1997) suggest that ‘AS differs from HFA (high
functioning autism) in that the outset is more positive
…social and communication deficits are less severe
…motor mannerisms are usually absent and circum-
scribed interests more conspicuous’. They also note that
motor clumsiness and a positive genetic history are more
common in Asperger syndrome. However, in fact, there is
no consistent evidence that children with Asperger syn-
drome are (relative to IQ) less socially impaired; they are
not necessarily clumsier (Manjiviona & Prior, 1995) ; the
genetic background is not always stronger (Bolton et al.,
1994) and outcome can sometimes be very poor (Howlin,
1998).
5. Clinicians, understandably confused by all this con-
flicting evidence, have tended to adopt their own working
definitions, with variable degrees of consistency. Some
have used the diagnosis for individuals who, although
clearly meeting criteria for autism when younger, later
show little sign of linguistic or cognitive impairment. In
Child Psychology & Psychiatry Review Volume 5, No. 3, 2000 121
Measurement Issues: Asperger Syndrome
Table 2. ICD-10 criteria for autism
A. Abnormal or impaired development is evident before the age of 3 years in at least one of the followingareas:
(1) receptive or expressive language as used in social communication;(2) the development of selective social attachments or of reciprocal social interaction;(3) function or symbolic play.
B. A total of at least six symptoms from (1), (2), and (3) must be present, with at least two from eachof (2) and (3):
(1) Qualitative abnormalities in reciprocal social interaction are manifest in at least two of the followingareas:(a) failure adequately to use eye-to-eye gaze, facial expression, body posture, and gesture to
regulate social interaction:(b) failure to develop (in a manner appropriate to mental age, and despite ample opportunities)
peer relationships that involve a mutual sharing of interests, activities, and emotions;(c) lack of socio-emotional reciprocity as shown by an impaired or deviant response to other
people’s emotions: or lack of modulation of behaviour according to social context; or a weakintegration of social, emotional, and communicative behaviours;
(d) lack of spontaneous seeking to share enjoyment, interests, or achievements with other people(e.g., lack of showing, bringing, or pointing out to other people objects of interest to theindividual).
(2) Qualitative abnormalities in communcation are manifest in at least one of the following areas:(a) a delay in, or total lack of, development of spoken language that is not accompanied by an
attempt to compensate through the use of gesture or mime as an alternative mode of communi-cation (often preceded by a lack of communicative babbling);
(b) relative failure to initiate or sustain conversational interchange (at whatever level of languageskills is present), in which there is reciprocal responsiveness to the communcations of the otherperson;
(c) stereotyped and repetitive use of language or idiosyncratic use of words or phrases;(d) lack of varied spontaneous make-believe or (when young) social imitative play.
(3) Restricted, repetitive, and stereotyped patterns of behaviour, and activities are manifest in at leastone of the following areas:(a) an encompassing preoccupation with one or more stereotyped, restricted patterns of interest
that are abnormal in content or focus; or one or more interests that are abnormal in theirintensity and circumscribed nature though not in their content or focus;
(b) apparently compulsive adherence to specific, non-functional routines or rituals;(c) stereotyped and repetitive motor mannerisms that involve either hand or finger flapping or
twisting, or complex whole body movements;(d) preoccupations with part-objects or non-functional elements of play material (such as their
odour, the feel of their surface, or the noise or vibration that they generate).
C. The clinical picture is not attributable to the other varieties of pervasive developmental disorders;specific developmental disorder of receptive language with secondary socio-emotional problems;reactive attachment disorder or disinhibited attachment disorder; mental retardation with someassociated emotional or behavioural disorder; schizophrenia of unusually early onset; and Rett’ssyndrome.
other cases, the label has been used as an alternative for
obsessional or social disorders, atypical autism, PDD-
NOS, non-verbal learning disability (Klin et al., 1995) or
‘schizoid personality disorders ’ (Wolff & McGuire, 1995).
Given the persisting confusion as to what Asperger
syndrome actually is, it is hardly surprising that very few
diagnostic instruments have been designed specifically to
identify it. The following account, therefore, summarises
the criteria used in the most widely cited clinical accounts,
briefly reviews instruments for autism that might be
utilised for diagnosing Asperger syndrome, and finally
covers the few scales specifically developed for Asperger
syndrome.
Principal clinical accounts
Asperger’s (1944) initial accounts of the syndrome are
extremely lengthy and detailed (see translation by Frith,
1991). Because of their complexity, they cannot easily be
used as clinical guidelines but the following are the main
features noted:
E Impairments in non-verbal communication (affecting
vocal intonation and facial expression).
E Idiosyncrasies in verbal communication (poor conver-
sational skills ; long-winded, literal and pedantic
speech; lack of reciprocity).
E Poor social adaptation and special interests (egocentric
preoccupation with particular topics, often precluding
Child Psychology & Psychiatry Review Volume 5, No. 3, 2000122
Measurement Issues: Asperger Syndrome
A. There is no clinically significant general delay in spoken or receptive language or development.Diagnosis requires that single words should have developed by 2 years of age or earlier and thatcommunicative phrases be used by 3 years of age or earlier. Self-help skills, adaptive behaviour, andcuriosity about the environment during the first 3 years should be at a level consistent with normalintellectual development. However, motor milestones may be somewhat delayed and motor clumsinessis usual (although not a necessary diagnostic feature). Isolated special skills, often related to abnormalpreoccupations, are common, but are not required for diagnosis.
B. There are qualitative abnormalities in reciprocal social interaction (criteria as for autism; see Table2 above).
C. The individual exhibits an unusually intense, circumscribed interest or restricted, repetitive, andstereotyped patterns of behaviour, interests and activities (criteria as for autism, see Table 2; however,it would be less usual for these to include either motor mannerisms or preoccupations with part-objects or non-functional elements of play materials).
D. The disorder is not attributable to the other varieties of pervasive developmental disorder; simpleschizophrenia; schizotypal disorder; obsessive-compulsive disorder; anankastic personality disorder;reactive and disinhibited attachment disorders of childhood, respectively.
Table 3. ICD-10 criteria for Asperger’s syndrome
acquisition of practical self-help skills ; social difficulties
often resulting in severe teasing}bullying).
E ‘Intellectualisation of affect ’ (poor empathy, tendency
to intellectualise feelings}emotions).
E Clumsiness and poor body awareness (odd gait and poor
motor coordination).
E Conduct problems (aggression, non-compliance, nega-
tivism).
E Problems present in first 2–3 years of life (although
sometimes not noted until later).
E Significant family history (cases almost exclusively
male).
Wing (1981)
Wing’s (1981) list of the principal symptoms is based on
her summary of Asperger’s writings, and her own clinical
experience.
E Speech : may be some early delays, but these are not
particularly severe. Grammar and vocabulary are good
but speech is often pedantic, literal and stereotyped.
Lack of reciprocity; no drive to communicate ; does not
draw others’ attention to things of interest. Impaired
imaginative ability.
E Non-verbal communication : limited and}or inappro-
priate facial}vocal expression; poor understanding}misinterpretation of others’ gestures and expressions.
E Social interaction : poverty of reciprocal social inter-
action: inability to understand and use the rules
(especially unwritten rules) governing social behaviour;
naı$ve and}or inappropriate behaviour; lack of empa-
thy. Often bullied and teased by others.
E Repetitive activities and resistance to change : e.g.,
spinning objects ; unhappiness away from familiar
environment}routines ; intense attachment to particu-
lar possessions. Play may be repetitive and stereotyped
despite some imaginative content.
E Skills and interests : intense interests in one or two
subjects (e.g., bus timetables, the royal family) to the
exclusion of all else. Excellent rote memory and able to
remember all the relevant facts about their particular
interest, but often without any real understanding of
these.
E Motor co-ordination : clumsy and ill co-ordinated; odd
posture and gait ; poor at group games}sports ; fine
motor skills may be poor.
E Some indication of genetic causes, but pre}peri}post
natal neurological conditions also noted.
Although this account is based closely on Asperger’s own
writings, Wing disagrees with Asperger on two particular
points. She notes that language is often more im-
poverished, and sometimes more delayed, than in
Asperger’s accounts. Thought processes are not original
and creative, as Asperger suggested, but narrow, pedantic
and logical.
Gillberg and Gillberg (1989)
The characteristics Gillberg and Gillberg (1989) describe
are very similar to those of Wing, but the minimum
number of symptoms necessary to fulfil diagnostic criteria
is specified.
E Impairments in reciprocal social interaction (at least two
of the following) :
a) inability to interact with peers
b) lack of desire to interact with peers
c) lack of appreciation of social cues
d) socially and emotionally inappropriate behaviour
E All absorbing narrow interest (at least one of the
following) :
a) exclusion of other activities
b) repetitive adherence
c) more rote than meaning
Child Psychology & Psychiatry Review Volume 5, No. 3, 2000 123
Measurement Issues: Asperger Syndrome
E Imposition of routines and interests (at least one of the
following) :
a) on self, in aspects of life
b) on others
E Speech and language problems (at least three of the
following) :
a) delayed development
b) superficially perfect language
c) formal pedantic language
d) odd prosody, peculiar voice characteristics
e) impairment of comprehension including mis-
interpretations of literal}implied meanings
E Non-verbal communication problems (at least one of the
following) :
a) limited use of gestures
b) clumsy}gauche body language
b) limited facial expression
c) inappropriate expression
d) peculiar, stiff, gaze
E Motor clumsiness
Poor performance on neuro-developmental exam-
ination.
Gillberg and Gillberg (1989) also note a strong genetic
history and the presence of neurological impairments.
Tantam (1991)
Tantam’s (1991) account differentiates between diagnostic
criteria in adulthood and in childhood.
In adulthood
E Lack of non-verbal expressiveness, associated with
either
a) idiosyncratic facial expressions, gestures, voice
prosody, or posture and}or
b) an inability to recognise socially important cues.
E Unusual ‘special ’ interests that are narrow and private.
The special interests may be idiosyncratic and}or
pursued obsessively. Often involve collecting objects or
memorising facts.
E Difficulty in behaving according to socially accepted
conventions, particularly when these are normally im-
plicit.
E Pragmatic abnormalities of speech
E Lack of close peer relationships, often but not always as
a result of social advances being rebuffed by peer.
E Impression of clumsiness
In childhood
Symptoms as above, or symptoms of autism. If a
childhood history is unavailable, the symptoms cannot be
attributed to psychosis occurring in adulthood.
Szatmari, Bremner and Nagy (1989)
Szatmari, Bremner and Nagy’s (1989) suggested criteria
are based on items that were found to differentiate between
individuals with Asperger syndrome and non-Asperger
controls.
E Solitary – two of:
a) No close friends
b) Avoids others
c) No interest in making friends
d) A loner
E Impaired social interaction –one of:
a) Approaches others only to have own needs met
b) A clumsy social approach
c) One-sided responses to peers
d) Difficulty sensing feelings of others
e) Detached from feelings of others
E Impaired non-verbal communication –one of:
a) Limited facial expression
b) Unable to read emotion from facial expression of
child
c) Unable to give message with eyes
d) Does not look at others
e) Does not use hands to express oneself
f) Gestures are large and clumsy
g) Comes too close to others
E Odd speech – two of:
a) Abnormalities in inflection
b) Talks too much
c) Talks too little
d) Lack of cohesion to conversation
e) Idiosyncratic use of words
f) Repetitive speech patterns
E Does not meet DSM-IV criteria for autistic disorder
Diagnostic and screening instruments
Non-Asperger syndrome specific
Although, as noted above, there are few diagnostic
instruments specifically for Asperger syndrome there are
many for autism more generally. These include check lists
and rating scales such as the Rimland Diagnostic Form
for Behavior Disturbed Children (version E-2; Rimland,
1971) ; the Behavior Rating Scale for Autistic and Atypical
Children (BRIAC; Ruttenberg et al., 1966) ; Gilliam
Autism Rating Scale (Gilliam, 1995) ; the Childhood
Autism Rating Scale (CARS; Schopler, Reichler, &
Renner, 1988) and the Autism Behavior Checklist (ABC;
Krug, Arick, & Almond, 1980). Of these, the latter two
have been most widely evaluated and appear to have
acceptable levels of reliability and validity (Lord, 1997).
There are also much more detailed observational or
interview based assessments such as the Autism Diag-
nostic Interview-Revised (ADI-R; Lord, Rutter, & Le
Couteur, 1994) and the Autism Diagnostic Observation
Schedule-Generic (ADOS-G; Lord et al., 1999). More
recently, too, the Autism Screening Questionnaire
(Berument et al., 1999), which is based on questions
selected from the ADI-R, has been developed. This has
good discriminative validity with respect to the separation
of Pervasive Developmental Disorder (PDD) from non-
PDD diagnoses at all IQ levels but is weaker at differen-
tiating between autism and other varieties of PDD (such
as Asperger syndrome and atypical autism).
Child Psychology & Psychiatry Review Volume 5, No. 3, 2000124
Measurement Issues: Asperger Syndrome
Lord (1997) discusses the merits and drawbacks of many
of these instruments. Whilst she notes that none actually
meet all the American Psychological Association
standards of reliability and validity (APA, 1985) the more
widely used of these instruments, such as the ADI or ABC,
do provide information on validity and reliability. Data
on specificity and sensitivity, as well as discriminant
validity and factor structure, are also increasingly avail-
able (e.g., Tanguay, Robertson, & Derrick, 1998;
Wadden, Bryson, & Rodger, 1991).
Both the ADI and the ABC have been used to identify
individuals with Asperger syndrome and}or high
functioning autism, although not to distinguish between
the two. Yirmaya, Sigman and Freeman (1994) examined
their value in identifying high functioning autism in a
group of 18 children (full scale IQ 75–136), all of whom
had been diagnosed as meeting DSM-IV criteria for
autism by experienced clinicians. On the ABC, when
retrospective ratings were used, based on the children’s
behaviour between 3 and 5 years (current behaviour
ratings were not sensitive to diagnosis), 15 individuals
scored above cut-off and the remaining 3 fell within the
borderline range. However, although the ABC may reach
acceptable levels of sensitivity within the higher
functioning group, its specificity within this subgroup has
not been evaluated. Problems may also arise because of
significant differences between parent and teacher ratings
(Szatmari et al., 1994).
Fifteen out of the 18 children were also assessed on the
original version of the ADI (Le Couteur et al., 1989).
Twelve obtained an unequivocal diagnosis of autism. The
three who were not identified all had IQs above 120 (two
of these also had borderline scores on the ABC). Yirmaya
et al. (1994) suggest that although the original ADI may
lack sensitivity in diagnosing very intelligent autistic
individuals, the ADI-R (Lord et al., 1994), with its
expanded social algorithm and less stringent criteria for
stereotyped}repetitive behaviour patterns, may prove to
be more useful. Given that, in order to meet ICD}DSM
criteria for Asperger syndrome, individuals must meet the
same criteria for abnormalities in social interaction and
stereotyped patterns of behaviours}interests as for autism,
the ADI-R clearly offers the potential for identifying cases
of Asperger syndrome. The author’s personal experience
of using the ADI-R with a large number of more able
(often adult) patients indicates that clients with the typical
clinical characteristics of Asperger syndrome almost
always score above the threshold for impairments in social
interaction and stereotyped behaviours}interests. The
problem is that, although they are not reported to have
had early language delays, they still meet criteria for
autism on the ADI communication algorithm because of
their many other abnormalities in reciprocal communi-
cation. This brings us back once more to the inherent
confusion in ICD}DSM systems in attempting to dis-
tinguish between autism and Asperger syndrome.
The Diagnostic Interview of Social and
Communication Disorders (DISCO; Leekam et
al., 2000)
This is a semi-structured interview for parents and carers,
adapted from the Handicaps Behaviour and Skills sched-
ule (HBS, Wing & Gould, 1978). Data on specificity and
sensitivity are not yet available but assessments of
reliability and validity are currently in progress. The aim is
to provide users with algorithms that can differentiate
between subgroups within the autistic spectrum, but no
feature has been identified that could distinguish between
Asperger syndrome and other forms of autism (Leekam et
al., 2000). Indeed, on the basis of research findings and
clinical experience, the authors suggest ‘ there is little point
in pursuing the question of the differentiation of autism
and Asperger syndrome’.
Assessments for Asperger syndrome
Among the few assessment instruments designed
specifically to identify Asperger syndrome fewer still are
able to demonstrate that they meet the basic psychometric
requirements of :
E Reliability (inter-rater, test-retest or internal consist-
ency)
E Validity (construct, content or criterion-related)
E Sensitivity : the proportion of cases correctly identified
(true positives)
E Specificity : the proportionof non-cases correctly identi-
fied (true negatives).
The Australian Scale for Asperger syndrome
(Garnett & Attwood, 1995; Attwood, 1998)
This is a 24-item scale that uses a 7-point rating system.
The areas covered include: Social and emotional abilities
(understanding how to play, peer interactions, under-
standing of social conventions}other people’s feelings and
ideas, empathy, display of emotion etc.) ; Communication
(literal understanding, unusual eye-contact}tone of voice,
lack of reciprocal conversation, pedantry etc) ; Cognitive
skills (memory, reading, imaginative play) ; Specific
interests (preoccupations, dislike of change, routines and
rituals) ; Movement skills (odd gait, poor co-ordination),
and Other characteristics (fears and phobias, sensitivity to
pain, motor mannerisms etc). It is meant to be used as a
screening instrument on which to base decisions about the
need for a full diagnostic assessment. However, scoring
criteria are unclear in that it is suggested simply that ‘If the
answer is yes to the majority of questions…and the rating
was between 2 and 6 (i.e., conspicuously above the normal
range)…Asperger’s syndrome…is a possibility and a
referral for a diagnostic assessment is warranted.’
Child Psychology & Psychiatry Review Volume 5, No. 3, 2000 125
Measurement Issues: Asperger Syndrome
There are no data on reliability, validity, specificity or
sensitivity, nor any analysis of factor structure.
Pervasive Developmental Disorders
Questionnaire (PDD-Q; Baron-Cohen, 1996)
This is an 18-item parental questionnaire, still in the
piloting stage, which covers various aspects of children’s
social and language competence at the age of 5 years. It
includes nine questions specifically designed to identify
behaviours characteristic of Asperger syndrome or Per-
vasive Developmental Disorders. These relate to spon-
taneous chat, greeting, offering comfort, sharing interests,
preoccupying interests, successful play with others, upset
at changes in routine, particular routines}insistence on
sameness, and idiosyncratic interests. Initial pilot studies
indicated that 37 out of 40 children (92.5%) already
diagnosed as having Asperger syndrome failed more than
five of the above items. This cut-off has been selected for
use in further research studies, related to the author’s
continuing validation of the CHAT (Checklist for Autism
in Toddlers ; Baron-Cohen et al., 1996). However, it is
unclear whether the questionnaire will be capable of
distinguishing between individuals with Asperger syn-
drome and other autism disorders, or will serve as a more
general screening instrument to identify high functioning
individuals within the spectrum.
Autism Spectrum Quotient (AQ; Baron-Cohen
et al., in press)
This is a 50-item self-assessment questionnaire, designed
for use by high functioning individuals within the autistic
spectrum. There are 5 groups of 10 questions, focusing on
social skill, attention to detail, attention switching, com-
munication, and imagination. Each item is rated on a 4-
point scale. The scores of 58 adults diagnosed as having
Asperger syndrome or high functioning autism were
compared with those of 174 randomly selected controls,
840 Cambridge undergraduates and 16 winners of the UK
Mathematics Olympiad. Eighty percent of the Asperger
group scored above the critical score of 32 (mean¯ 35.8),
whilst only 2% of the randomly selected and under-
graduate controls did so (mean¯ 16.4). Test-retest and
inter-rater (self vs. informant) reliability were assessed in
a small subgroup. Correlations were high (r¯ .7) and
internal consistency was good (ranging from .63 to .77).
The AQ still requires further research but these initial
findings indicate that it is sensitive to differences between
high functioning individuals with autistic disorders and
normal controls. Again, however, there is no indication
that it will be able to differentiate between Asperger
syndrome and high functioning autism. The authors also
stress that it should not be used as a diagnostic tool, but
suggest that it fills the gap for a brief assessment
instrument for more able individuals with autism and may
be useful for identifying cases for whom a full diagnostic
assessment is merited.
Screening questionnaire for Asperger
syndrome and other high functioning autism
spectrum disorders in school age children
(ASSQ; Ehlers, Gillberg, & Wing, 1999)
This is a 27-item checklist for completion by lay
informants. The items covered are derived from the
clinical criteria of Gillberg and Gillberg (1989) listed
above, and are rated on a 3-point scale. Data were based
on a mixed group of 110 6–17-year-olds referred to a state-
wide neuropsychiatric clinic. Twenty-one had a diagnosis
of autistic spectrum disorder, 58 of attention deficit}behavioural disorders, and 31 of learning disability. An
additional sample of 34 boys with Asperger syndrome
aged 6–16 years was used as a comparison with the rest of
the autistic spectrum group.
Reliability and validity
For the scale as a whole, test-retest correlations over 2
weeks were high (r" .90) for both teachers and parents,
and inter-rater correlations between teachers and parents
were significant (r¯ .66). The authors also note that there
was ‘a clear correspondence between total score and
clinical diagnoses (p¯ .0001) ’ and that autism spectrum
disorders could be significantly differentiated from the
other groups of disorder.However, no further information
is provided. When compared with other instruments
designed to measure non-specific behavioural problems
(i.e., divergent validity) correlations were .77 and .75; with
the Rutter Scales (A and B; Rutter, 1967; Rutter, Tizard,
& Whitmore, 1970) and .70 with the Connors scale
(Connors, 1990). These are higher than those recom-
mended by Streiner (1993) who suggests that a correlation
between .30 and .70 indicates that instruments are
complementary, rather than equivalent.
Sensitivity and specificity
As the authors point out, there is always a trade off here
because sensitivity can only be increased at the expense of
specificity. They used a ROC analysis (Receiver Operating
Characteristic, Goodman, 1994; Fletcher, Fletcher, &
Wagner, 1988) which plots the false positive rate against
the false negative rate for each score. Cut-off scores of 19
for parent ratings (which correctly identified 82% of
cases) and 22 for teacher ratings (‘hit rate ’ 65%) are
suggested as optimal for identifying likely autistic spec-
trum disorders, whilst minimising the rate of false
positives. Higher cut-off scores (of 22 and 24), while
further decreasing the rate of false positives, resulted in
failure to identify up to 57% of autistic spectrum cases.
The ASSQ is the only screening instrument specifically
designed for high functioning individuals within the
autistic spectrum for which detailed reliability and validity
data are available. However, as the authors themselves
point out, the standardisation sample is very small and the
scale does not differentiate cases of Asperger syndrome
from those with high functioning autism.
The Asperger syndrome diagnostic interview
Gillberg and his colleagues have recently also developed a
Child Psychology & Psychiatry Review Volume 5, No. 3, 2000126
Measurement Issues: Asperger Syndrome
longer diagnostic interview based on the ASSQ. This
comprises 20 questions and cases need to meet criteria for
abnormality in six areas: reciprocal social interaction;
restricted interest patterns ; routines and rituals ; speech
and language; non-verbal communication, and motor
clumsiness. Although data on only 13 cases with Asperger
syndrome}autism are reported (Gillberg et al., in press),
the initial findings suggest that the instrument has ac-
ceptable levels of reliability and validity. However, it is
not designed to distinguish between people with Asperger
syndrome and other high functioning individuals within
the autistic spectrum. Indeed, like Leekam et al. (2000)
the authors question both the feasibility and practical
value of such a goal. They also note that the instrument
is to be used to aid clinical diagnosis and that ‘It should
not be used as the only and final instrument’.
Conclusions
Despite the fact that recent figures from the National
Autistic Society, London (1997) and data based on Wing
(1993) and Ehlers and Gillberg (1993) suggest that
Asperger syndrome may be much more common than
autism, there are no adequately standardised diagnostic
instruments specifically designed for this client group.
First, the few that do exist still require further research if
they are to demonstrate acceptable levels of validity,
reliability, specificity and sensitivity. Moreover, these are
mainly being developed as screening instruments only.
They do not aim to provide the clinician with the detail
and structure that the ADI-R, for example, offers for the
diagnosis of autism. Furthermore, each focuses on the
identification of higher functioning individuals within the
autistic spectrum. They are not designed to distinguish
between those with Asperger syndrome and those with
high functioning autism. Indeed, this may well be a
fruitless pursuit. Leekam et al. (2000) conclude that a
dimensional, rather than categorical approach to the
classification of autistic spectrum disorders is more ap-
propriate, and that ‘ it is time to move away from
potentially circular attempts to differentiate Asperger
syndrome and autism’. They also suggest that too rigid
adherence to specific diagnostic criteria can lead to the
exclusion of individuals from the services they need. Lord
(1997) notes that there is ‘an urgent need for instruments
that address diagnoses beyond autism, particularly
Asperger’s syndrome’. For practical purposes, however,
perhaps the most pressing need is for instruments that can
be used reliably to identify those individuals within the
autistic spectrum whose deficits are ‘milder ’, or more
subtle, and yet still have a major impact on their lives.
Second, it is unrealistic to assume that a single instrument,
no matter how thoroughly researched, can be used in
isolation to ascertain diagnosis. Detailed information on
cognitive and linguistic levels, family history, medical,
social, psychiatric and, if possible, genetic background
will also be required in order to differentiate autism
spectrum disorders from superficially similar conditions
that may result from different causes (e.g., Rutter et al.,
1999; Volkmar et al., 1999; Filipek et al., 1999). The
importance of clinical judgement and expertise must also
never be underestimated.
Finally, there can be little doubt that, at least in part, ‘ the
absence of replicable, reliable, and valid instruments in
this area is related to the absence of clear diagnostic
criteria for these disorders ’ (Lord, 1997). Unless problems
of classification can be satisfactorily dealt with in future
revisions of ICD and DSM, the development of effective
and reliable diagnostic instruments will continue to be
compromised.
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