Usability, Reliability, and Validity of Remote Autism ... · PDF file5/6/2011 1 Usability,...
Transcript of Usability, Reliability, and Validity of Remote Autism ... · PDF file5/6/2011 1 Usability,...
5/6/2011
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Usability, Reliability, and Validity of Remote Autism Diagnostic Observation
Schedule (ADOS) Module 4 Administration
Jamie L. Schutte, MS, CRC, Michael McCue, PhD,
Bambang Parmanto, PhD, & Wayan I. Pulantara, MS
University of Pittsburgh
Outline
I. Background
– Adults with High-Functioning Autism
– Diagnosing ASD in Adults
II. Remote Assessment
III. Methods
I. ADOS
II. VISyTER
IV. Clinical Usability
IV. Procedural Usability Concerns
V. Maintaining Standard Administration Procedure
V. Reliability
VI. Validity
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Autism Spectrum Disorders
• ASDs are developmental disorders
• ASDs are usually diagnosed in early childhood
– Behavioral observation
– Developmental history
Statement of the Problem
• From 2002 to 2006, ASD prevalence increased an average of 57%
• Though ASD onset is prior to age 3 years, it is a lifelong disability
• Adults with ASD may be currently undiagnosed or misdiagnosed
3,326
8,450
15,670
1,407
3,825
10,140
19,587
-
5,000
10,000
15,000
20,000
25,000
2005 2010 2015 2020
Number of individuals diagnosed with autism in Pennsylvania ≥ 21 years of age
no new diagnosis assuming new diagnoses proportional to current rate
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Problem (cont.)
• The Autism Diagnostic Observation Schedule (ADOS) has recently become part of the gold standard in ASD diagnosis
• ADOS training opportunities are relatively limited and potentially difficult to access
• Proposed Solution: Remote ADOS module 4 administration system
Telehealth
Telemedicine
Telerehabilitaiton Telepsychiatry
Teleassessment
Telehealthcaree-Health/ Education
The remote administration of systematic procedures for observing and describing
behaviors with the aid of numerical scales or fixed categories, through use of interactive
videoconferencing between a client (and usually a technician) at a local site and a remotely located
assessment expert.
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Remote Assessment
Strengths
• Improved access
• Improved quality
• Reduced health-care costs/cost containment
Potential Limitations
• Policy
• Reliability and Validity
ADOS Module 4
• Adolescents/adults
• Verbally fluent
• 10-15 activities with focus on behaviors important in the diagnosis of ASD
• Cutoff scores for both a narrow diagnosis of Autism and a broader diagnosis of PDD
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Versatile and Integrated System for Telerehabilitation
(VISYTER)
Clinician-side
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Figure 5• Screenshot of the Autism Diagnostic Observation
Schedule module 4 remote administration system, clinician view.
Client-side
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STUDY 1 – CLINICAL USABILITY
Clinical usability and participatory development
Develop a remote administration procedural manual
Usability Study
• Cognitive Walkthrough – Participants: 5 clinically reliable ADOS administrators
– Participants performed a remote ADOS module 4 assessment on a volunteer (mock client)
• Psychometric standardization:– “Were you forced to break standard face-to-face
administration procedure? (Yes or No.)
– If yes, how? (Narrative response)
– If yes, to what degree? (Likert scale, 1 to 7)
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Results:Procedural Usability Concerns
• Feedback:
– Typos on scoring form
– A glitch in the system that wipes out notes if the administrator forgets to his “save” regularly
– The problem of visual stimuli not staying on the screen simultaneously with the administrator taking notes
• PSSUQ:
Results:Maintaining Standard
Administration Procedure
• Of the 14 ADOS activities administered, only 6 were noted by at least one subject to force breaking standard, face-to-face administration
• Mean ranking was 2.4, indicating that generally breaks in standardization were minimal
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Conclusions
• The usability study identified major system deficits and elicited suggestions for making the system more usable
• A variable affecting the usability of the system was familiarity, proficiency, and comfort with computer technology
Conclusions, cont.
• When examining an alternative administration method for a previously standardized assessment, it is important to evaluate whether or not the new administration has equal reliability and validity to the way the evaluation was originally standardized
• In this study, the method of evaluating potential drift was a semi-structured interview with open- and close-ended question administered after each item
• This method could be considered a starting point for other researchers interested in evaluating whether or not remote administrations of standardized procedures are valid
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Remote ADOS
(n=14)
USABILITY, RELIABILITY, AND VALIDITY OF REMOTE
AUTISM DIAGNOSTIC OBSERVATION SCHEDULE (ADOS) MODULE 4 ADMINISTRATION
Study 1: Clinical Usability Study 2: Reliability Study 3: Validity
Given the number ofadults with autism in need
and the lack of trained clinicians, assessment services are
not available at thelevel required.
Adults with Autism Spectrum Disorders
(ASDs)
• Diagnostic criteria:
•Impairment in social interaction
•Restricted and repetitive interests and
behavior
•Impairment in communication
•“Urgent public health concern”
• 57% prevalence increase from 2002-2006
•Life-long disability, despite clinical and
research focus on children
Diagnosing ASD… in Adults• No genetic or medical test
• Adults may be undiagnosed or misdiagnosed
• Behavioral presentation – different in adults vs.
children
• Developmental history
• Onset prior to 3 years
• Difficult to access for adults
• Rule out – MR, psychosis, cognitive or
psychiatric disability
• Standardized assessments – adults receive little
attention
Autism Diagnostic Observation Schedule
(ADOS)
• Important component of “gold standard” ASD
diagnosis
• Semi-structured, standardized assessment of:
• Communication
• Social interaction
• Play or imaginative use of materials
• Must be administered by an experienced and
highly trained clinician
• # and location of trained administrators does
not meet need
Study sample
N=14
Face-to-face ADOS
(n=14)
Remote
ADOS
Face-to-face
ADOS
Was
hout
-3 m
onth
s
Remote ADOS
(n=14)
(Random assignment)
Teleassessment
Remote ADOS Module 4 Administration System
Within-subject crossover design:
Aim 1: Clinical usability and participatory development
•Phase 1 – an experienced ADOS administrator (Schutte) will participate, from the beginning, in the design and development of the ADOS teleassessment system
•Phase 2
•Methods
•Participatory study design
•Experienced clinicians who are not part of he development team will conduct a usability evaluation
•Participants – clinically or research reliable ADOS administrators with at least 1 year experience
Aim 2: Develop a remote administration procedural manual
Hypotheses
• ADOS scores will not differ significantly between remote and face-to-face assessment conditions
• Participants will indicate equivalent satisfaction between remote and face-to-face assessments
Participants
• Inclusion: Adults with PDD diagnosis
• Exclusion
• ADOS module 4 evaluation within 90 days
• Significant hearing or visual impairment
Power
• Recruiting 28 participants, with an assumed dropout rate of 20%, will yield a final sample size of n=22
• Yields 80% power to detect a significant result for ICC
Aim
• To estimate diagnostic accuracy of a remotely administered ADOS module 4
Test methods
• Reference standard – Diagnosis by 2 psychiatrists
• Readers of the remote ADOS administration and reference standard will be independent and blind to the results of other test
Participants
• Inclusion: Dx of Autism, ASD, NS, or NT; adolescent/adult, native English speaker
• Exclusion: ADOS module 4 evaluation with 90 days; significant hearing or visual impairment
Power
• For overall classification accuracy, a sample size of 50 yields a precision level of 0.1 using a 95% confidence interval
Statistical methods
• Sensitivity
• Specificity
• + and – predictive values
• + and – likelihood ratios
• Comparison to literature
DIAGNOSIS nAutism 20ASD 20Non-Spectrum 5No Dx 5TOTAL 50
THANK YOU!
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