Reconstructing psychopathology: A data-driven reorganization of the symptoms in DSM-5


Journal article


M. K. Forbes, A. J. Baillie, P. Batterham, A. Calear, R. Kotov, R. Krueger, K. Markon, L. Mewton, L. Pellicano, M. Roberts, C. A. Rodriguez-Seijas, M. Sunderland, D. Watson, A. L. Watts, A. G.C. Wright, L. A. Clark
Clinical Psychological Science, 2024


DOI
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APA   Click to copy
Forbes, M. K., Baillie, A. J., Batterham, P., Calear, A., Kotov, R., Krueger, R., … Clark, L. A. (2024). Reconstructing psychopathology: A data-driven reorganization of the symptoms in DSM-5. Clinical Psychological Science. https://doi.org/10.1177/21677026241268345


Chicago/Turabian   Click to copy
Forbes, M. K., A. J. Baillie, P. Batterham, A. Calear, R. Kotov, R. Krueger, K. Markon, et al. “Reconstructing Psychopathology: A Data-Driven Reorganization of the Symptoms in DSM-5.” Clinical Psychological Science (2024).


MLA   Click to copy
Forbes, M. K., et al. “Reconstructing Psychopathology: A Data-Driven Reorganization of the Symptoms in DSM-5.” Clinical Psychological Science, 2024, doi:10.1177/21677026241268345.


BibTeX   Click to copy

@article{forbes2024a,
  title = {Reconstructing psychopathology: A data-driven reorganization of the symptoms in DSM-5},
  year = {2024},
  journal = {Clinical Psychological Science},
  doi = {10.1177/21677026241268345},
  author = {Forbes, M. K. and Baillie, A. J. and Batterham, P. and Calear, A. and Kotov, R. and Krueger, R. and Markon, K. and Mewton, L. and Pellicano, L. and Roberts, M. and Rodriguez-Seijas, C. A. and Sunderland, M. and Watson, D. and Watts, A. L. and Wright, A. G.C. and Clark, L. A.}
}

Abstract
In this study, we reduced the DSM-5 to its constituent symptoms and reorganized them based on patterns of covariation in individuals’ (n = 14,762) self-reported experiences of the symptoms to form an empirically derived hierarchical framework of clinical phenomena. Specifically, we used the points of agreement among hierarchical principal components analyses and hierarchical clustering, as well as between the randomly split primary (n = 11,762) and hold-out (n = 3,000) samples, to identify the robust constructs that emerged to form a hierarchy ranging from symptoms and syndromes up to very broad superspectra of psychopathology. The resulting model had noteworthy convergence with the upper levels of the Hierarchical Taxonomy of Psychopathology (HiTOP) framework and substantially expands on HiTOP’s current coverage of dissociative, elimination, sleep-wake, trauma-related, neurodevelopmental, and neurocognitive disorder symptoms. We also mapped some exemplar DSM-5 disorders onto our hierarchy; some formed coherent syndromes, whereas others were notably heterogeneous.

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