The next generation of translational measures must exhibit greater construct validity in their capacity to capture the dynamic nature of mental illness.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 digital issues and online access to articles
$59.00 per year
only $4.92 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
References
Brendler, J., Silver, M., Haber, M. & Sargent, J. Madness, Chaos, and Violence: Therapy with Families at the Brink (Basic Books, 1991).
Baumeister, R. F., Vohs, K. D. & Funder, D. C. Psychology as the science of self-reports and finger movements: whatever happened to actual behavior? Perspect. Psychol. Sci. 2, 396–403 (2007).
Wu, C. C., Samanez-Larkin, G. R., Katovich, K. & Knutson, B. Affective traits link to reliable neural markers of incentive anticipation. Neuroimage 84, 279–289 (2014).
Huys, Q. J. M., Browning, M., Paulus, M. P. & Frank, M. J. Advances in the computational understanding of mental illness. Neuropsychopharmacology 46, 3–19 (2021).
Brown, V. M., Chen, J., Gillan, C. M. & Price, R. B. Improving the reliability of computational analyses: model-based planning and its relationship with compulsivity. Biol. Psychiatry Cogn. Neurosci. Neuroimaging 5, 601–609 (2020).
Hitchcock, P. F., Fried, E. I. & Frank, M. J. Computational psychiatry needs time and context. Annu. Rev. Psychol. 73, 243–270 (2022).
Hedge, C., Powell, G. & Sumner, P. The reliability paradox: why robust cognitive tasks do not produce reliable individual differences. Behav. Res. Methods 50, 1166–1186 (2018).
Pascual-Leone, A., Herpertz, S. C. & Kramer, U. Experimental designs and the ‘emotion stimulus critique’: hidden problems and potential solutions in the study of emotion. Psychopathology 49, 60–68 (2016).
Loucks, L. et al. You can do that?!: feasibility of virtual reality exposure therapy in the treatment of PTSD due to military sexual trauma. J. Anxiety Disord. 61, 55–63 (2019).
Franklin, J. C., Huang, X. & Bastidas, D. Virtual reality suicide: development of a translational approach for studying suicide causes. Behav. Res. Ther. 120, 103360 (2019).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interests
The author is a paid consultant for Boehringer Ingelheim. This work is not related to the views expressed in the current article.
Rights and permissions
About this article
Cite this article
Treadway, M.T. Computational psychiatry and the lived experience of mental illness. Nat Rev Psychol 2, 67–68 (2023). https://doi.org/10.1038/s44159-022-00142-z
Published:
Issue Date:
DOI: https://doi.org/10.1038/s44159-022-00142-z