The development of a brief screener for autism using item response theory
Mårland, Caroline ; Lubke, Gitta ; Degl'innocenti, Alessio ; Råstam, Maria LU
; Gillberg, Christopher
; Nilsson, Thomas
and Lundström, Sebastian
(2019)
In BMC Psychiatry
19(1).
- Abstract
Background: Brief screening instruments focusing on autism spectrum disorder (ASD) that can be administered in primary care are scarce; there is a need for shorter and more precise instruments. The Autism-Tics, AD/HD and other Comorbidities inventory (A-TAC) has previously been validated for ASD reporting excellent validity. This study aims to determine the psychometric properties of each item in the ASD domain (17 items) in the A-TAC using item response theory (IRT), and thereby construct and validate a short form that could be used as a screening instrument in the general population. Methods: Since 2004, parents of all 9-year-old Swedish twins have been invited to participate in a telephone interview in the Child and Adolescent Twin... (More)
Background: Brief screening instruments focusing on autism spectrum disorder (ASD) that can be administered in primary care are scarce; there is a need for shorter and more precise instruments. The Autism-Tics, AD/HD and other Comorbidities inventory (A-TAC) has previously been validated for ASD reporting excellent validity. This study aims to determine the psychometric properties of each item in the ASD domain (17 items) in the A-TAC using item response theory (IRT), and thereby construct and validate a short form that could be used as a screening instrument in the general population. Methods: Since 2004, parents of all 9-year-old Swedish twins have been invited to participate in a telephone interview in the Child and Adolescent Twin Study in Sweden (CATSS). The CATSS is linked to the National Patient Register (NPR), which includes data from in- and outpatient care. Data on ASD (A-TAC) collected in CATSS were compared with diagnoses from the NPR. Diagnoses that had been made both before (previous validity) and after (predictive validity) the interviews were included. The sample was divided into a developmental sample and a validation sample. An IRT model was fitted to the developmental sample and item parameters were used to select a subset of items for the short form. The performance of the proposed short form was examined in the validation sample by the use of receiver operation characteristic curves. Results: Four items which were able to discriminate among individuals with more autism traits were deemed sufficient for use in the short form. The values of the area under the receiver operating characteristic curve for a clinical diagnosis of ASD was.95 (previous validity) and.72 (predictive validity). Conclusions: The proposed short form with 4 out of the original 17 items from A-TAC, showed excellent previous validity while the predictive validity was fair. The validity of the short form was in agreement with previous validations of the full ASD domain. The short form can be a valuable screening instrument in primary care settings in order to identify individuals in need for further assessment and for use in epidemiological studies.
(Less)
- author
- Mårland, Caroline
; Lubke, Gitta
; Degl'innocenti, Alessio
; Råstam, Maria
LU
; Gillberg, Christopher
; Nilsson, Thomas
and Lundström, Sebastian
- organization
- publishing date
- 2019-11-04
- type
- Contribution to journal
- publication status
- published
- subject
- keywords
- A-TAC, Autism, Screening
- in
- BMC Psychiatry
- volume
- 19
- issue
- 1
- article number
- 337
- publisher
- BioMed Central (BMC)
- external identifiers
-
- scopus:85074548637
- pmid:31684913
- ISSN
- 1471-244X
- DOI
- 10.1186/s12888-019-2333-y
- language
- English
- LU publication?
- yes
- id
- 4f362b2f-4e03-445b-b4a8-4a48a14f5eb6
- date added to LUP
- 2019-11-18 14:03:03
- date last changed
- 2024-01-16 15:44:46
@article{4f362b2f-4e03-445b-b4a8-4a48a14f5eb6,
abstract = {{<p>Background: Brief screening instruments focusing on autism spectrum disorder (ASD) that can be administered in primary care are scarce; there is a need for shorter and more precise instruments. The Autism-Tics, AD/HD and other Comorbidities inventory (A-TAC) has previously been validated for ASD reporting excellent validity. This study aims to determine the psychometric properties of each item in the ASD domain (17 items) in the A-TAC using item response theory (IRT), and thereby construct and validate a short form that could be used as a screening instrument in the general population. Methods: Since 2004, parents of all 9-year-old Swedish twins have been invited to participate in a telephone interview in the Child and Adolescent Twin Study in Sweden (CATSS). The CATSS is linked to the National Patient Register (NPR), which includes data from in- and outpatient care. Data on ASD (A-TAC) collected in CATSS were compared with diagnoses from the NPR. Diagnoses that had been made both before (previous validity) and after (predictive validity) the interviews were included. The sample was divided into a developmental sample and a validation sample. An IRT model was fitted to the developmental sample and item parameters were used to select a subset of items for the short form. The performance of the proposed short form was examined in the validation sample by the use of receiver operation characteristic curves. Results: Four items which were able to discriminate among individuals with more autism traits were deemed sufficient for use in the short form. The values of the area under the receiver operating characteristic curve for a clinical diagnosis of ASD was.95 (previous validity) and.72 (predictive validity). Conclusions: The proposed short form with 4 out of the original 17 items from A-TAC, showed excellent previous validity while the predictive validity was fair. The validity of the short form was in agreement with previous validations of the full ASD domain. The short form can be a valuable screening instrument in primary care settings in order to identify individuals in need for further assessment and for use in epidemiological studies.</p>}},
author = {{Mårland, Caroline and Lubke, Gitta and Degl'innocenti, Alessio and Råstam, Maria and Gillberg, Christopher and Nilsson, Thomas and Lundström, Sebastian}},
issn = {{1471-244X}},
keywords = {{A-TAC; Autism; Screening}},
language = {{eng}},
month = {{11}},
number = {{1}},
publisher = {{BioMed Central (BMC)}},
series = {{BMC Psychiatry}},
title = {{The development of a brief screener for autism using item response theory}},
url = {{http://dx.doi.org/10.1186/s12888-019-2333-y}},
doi = {{10.1186/s12888-019-2333-y}},
volume = {{19}},
year = {{2019}},
}