Panagiotidi, M., Zavlis, O., Jones, M. et al. (1 more author) (2024) The three‐dimensional community structure of attention‐deficit hyperactivity disorder (ADHD) traits captured by the Adult ADHD Self‐Report Scale: an exploratory graph analysis. International Journal of Methods in Psychiatric Research, 33 (1). e1997. ISSN 1049-8931
Abstract
Objective To employ a novel analytic method—namely, exploratory graph analysis (EGA)—to subclinical attention-deficit hyperactivity disorder (ADHD) trait scores in order to reveal their dimensional structure, as well as compare EGA's performance with traditional factor-analytic techniques in doing so.
Method 1149 respondents from a survey panel completed the ASRS, a common ADHD scale made up of 18 distinct trait measures. EGA and factor analysis were applied to identify traits which associate with each other.
Results EGA revealed 3 distinct communities, and ruled out a 2-community structure. This was in contrast to the 2-factor structure suggested by the factor analysis, and the conventional division of ADHD into two subdimensions (hyperactivity and inattention).
Conclusion A dimensional structure of three clusters (hyperactivity, impulsivity and inattention) may better reflect the traits underlying ADHD. EGA has benefits in terms of both analytic approach and interpretability of findings.
Metadata
| Item Type: | Article |
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| Authors/Creators: |
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| Copyright, Publisher and Additional Information: | © 2023 The Authors. International Journal of Methods in Psychiatric Research published by John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution-NonCommercial License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes: https://creativecommons.org/licenses/by-nc/4.0/ |
| Keywords: | ADHD; EGA; attention deficit hyperactivity disorder; exploratory graph analysis; factor analysis; network analysis; traits |
| Dates: |
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| Institution: | The University of Sheffield |
| Academic Units: | The University of Sheffield > Faculty of Science (Sheffield) > Department of Psychology (Sheffield) |
| Depositing User: | Symplectic Sheffield |
| Date Deposited: | 07 Dec 2023 14:49 |
| Last Modified: | 01 Nov 2024 14:19 |
| Status: | Published |
| Publisher: | Wiley |
| Refereed: | Yes |
| Identification Number: | 10.1002/mpr.1997 |
| Related URLs: | |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:206151 |

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