Cited by 426Mental Health Research TopicsPersonality Disorders and PsychopathologyAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes

A Hierarchical Taxonomy of Psychopathology Can Transform Mental Health Research

Open access
Conway, Christopher C., Forbes, Miriam K., Forbush, Kelsie T., Fried, Eiko I., Hallquist, Michael N., Kotov, Roman, Mullins-Sweatt, Stephanie N., Shackman, Alexander J. +33 more·2019·Perspectives on Psychological Science

Abstract

For more than a century, research on psychopathology has focused on categorical diagnoses. Although this work has produced major discoveries, growing evidence points to the superiority of a dimensional approach to the science of mental illness. Here we outline one such dimensional system—the Hierarchical Taxonomy of Psychopathology (HiTOP)—that is based on empirical patterns of co-occurrence among psychological symptoms. We highlight key ways in which this framework can advance mental-health research, and we provide some heuristics for using HiTOP to test theories of psychopathology. We then review emerging evidence that supports the value of a hierarchical, dimensional model of mental illness across diverse research areas in psychological science. These new data suggest that the HiTOP system has the potential to accelerate and improve research on mental-health problems as well as efforts to more effectively assess, prevent, and treat mental illness.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1177/1745691618810696

Cites

99 of 99 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 10

  1. Caspi A, Houts RM, Belsky DW, Goldman-Mellor SJ, Harrington H, Israel S, … Moffitt TE (2014). The p factor: One general psychopathology factor in the structure of psychiatric disorders? Clinical Psychological Science, 2, 119– 137. 25360393 PMC4209412
  2. Devlieger I, Mayer A, & Rosseel Y (2016). Hypothesis testing using factor score regression: A comparison of four methods. Educational and Psychological Measurement, 76, 741– 770. 29795886 PMC5965529
  3. Eysenck HJ (1944). Types of personality: a factorial study of seven hundred neurotics. The British Journal of Psychiatry, 90, 851– 861.
  4. Gordon JA, & Redish AD (2016). On the cusp. Current challenges and promises in psychiatry In Redish AD & Gordon JA (Eds.), Computational psychiatry: New perspectives on mental illness (pp. 3– 14). Cambridge, MA: MIT Press.
  5. Green JG, McLaughlin KA, Berglund PA, Gruber MJ, Sampson NA, Zaslavsky AM, & Kessler RC (2010). Childhood adversities and adult psychiatric disorders in the national comorbidity survey replication I: Associations with first onset of DSM-IV disorders. Archives of General Psychiatry, 67, 113– 123. 20124111 PMC2822662
  6. Lorr M, Klett CJ, & McNair DM (1963). Syndromes of psychosis. New York, NY: Pergamon Press.
  7. Ruggero C (2018, 8 18). Integrating a Dimensional, Hierarchical Taxonomy of Psychopathology into Clinical Practice. Retrieved from psyarxiv.com/r2jt6
  8. Tellegen A (1985). Structures of mood and personality and their relevance to assessing anxiety, with an emphasis on self-report In Tuma AH & Maser JD (Eds.), Anxiety and the anxiety disorders (pp. 681– 706). Hillsdale, NJ: Erlbaum.
  9. Ward J, Strawbridge R, Graham N, Bailey M, Freguson A, Lyall D, … & Pell J (2017). Genome-Wide Analysis Of 113,968 Individuals In UK Biobank Identifies Four Loci Associated With Mood Instability. bioRxiv, 117796. PMC5802589 29187730
  10. Waszczuk M (2018, 8 28). Redefining phenotypes to advance psychiatric genetics: Implications from the hierarchical taxonomy of psychopathology. 10.31234/osf.io/sf46g PMC6980897 31804095 · DOI

Cited by

Sorted by citations

Authors
Conway, C. C., Forbes, M. K., Forbush, K. T., Fried, E. I., Hallquist, M. N., Kotov, R., Mullins-Sweatt, S. N., Shackman, A. J., Skodol, A. E., South, S. C., Sunderland, M., Waszczuk, M. A., Zald, D. H., Afzali, M. H., Bornovalova, M. A., Carragher, N., Docherty, A. R., Jonas, K. G., Krueger, R. F., Patalay, P., Pincus, A. L., Tackett, J. L., Reininghaus, U., Waldman, I. D., Wright, A. G. C., Zimmermann, J., Bach, B., Bagby, R. M., Chmielewski, M., Cicero, D. C., Clark, L. A., Dalgleish, T., DeYoung, C. G., Hopwood, C. J., Ivanova, M. Y., Latzman, R. D., Patrick, C. J., Ruggero, C. J., Samuel, D. B., Watson, D., & Eaton, N. R.
Affiliations
  • William & Mary (US)
  • Macquarie University (AU)
  • University of Kansas (US)
  • University of Amsterdam (NL)
  • Pennsylvania State University (US)
  • State University of New York (US)
  • Department of Psychology, Oklahoma State University
  • University of Maryland, College Park (US)
  • University of Arizona (US)
  • Purdue University West Lafayette (US)
  • UNSW Sydney (AU)
  • Vanderbilt University (US)
  • Université de Montréal (CA)
  • University of South Florida (US)
  • University of Utah (US)
  • University of Minnesota (US)
  • University of Liverpool (GB)
  • Northwestern University (US)
  • King's College London (GB)
  • Emory University (US)
  • University of Pittsburgh (US)
  • University of Kassel (DE)
  • Slagelse Hospital (DK)
  • University of Toronto (CA)
  • Southern Methodist University (US)
  • University of Hawaiʻi at Mānoa (US)
  • University of Notre Dame (US)
  • MRC Cognition and Brain Sciences Unit (GB)
  • University of California, Davis (US)
  • University of Vermont (US)
  • Georgia State University (US)
  • Florida State University (US)
  • University of North Texas (US)
  • Stony Brook University (US)
Corresponding author
Conway, Christopher C.
Venue
Perspectives on Psychological Science
Published
2019-03-07
Volume
14
Issue
3
Pages
419-436
ISSN
  • 1745-6916 (ISSN-L)
  • 1745-6924
OpenAlex
W2922020216
Cited by
426
References
99
Citations by year
2026: 27 · 2025: 29 · 2024: 105 · 2023: 49 · 2022: 61 · 2021: 75 · 2020: 54 · 2019: 25 · 2018: 1
FWCI
63.19
Type
journal article
Language
en
Open access
Locations
  • Perspectives on Psychological Science (publishedVersion)
  • PubMed (publishedVersion)
  • Zurich Open Repository and Archive (University of Zurich) (acceptedVersion, other-oa)
  • PubMed Central (acceptedVersion)
  • UA Campus Repository (The University of Arizona) (acceptedVersion)
  • Leiden Repository (Leiden University) (submittedVersion)
  • Data Archiving and Networked Services (DANS) (submittedVersion)
  • Digital Commons - University of South Florida (University of South Florida) (submittedVersion)
  • Research Publications (Maastricht University) (submittedVersion, other-oa)
  • UCL Discovery (University College London) (submittedVersion)
  • eScholarship (California Digital Library) (submittedVersion)
  • Research Portal (King's College London) (submittedVersion)
  • OSF Preprints (OSF Preprints) (submittedVersion, cc-by)
  • Zurich Open Repository and Archive (University of Zurich) (submittedVersion, other-oa)
  • Research Publications (Maastricht University) (submittedVersion)
  • Zurich Open Repository and Archive (University of Zurich)
Funders
  • National Institute for Health and Care Research (PB-PG-0214-33072)
  • National Institutes of Health (5r01mh107444-05)
  • National Institute of Mental Health (R01-MH107444, K01MH109765)
  • National Institute on Drug Abuse (R21DA040717)
Topics
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
  • Social Sciences › Psychology › Clinical Psychology › Personality Disorders and Psychopathology
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
Keywords
Hierarchical Taxonomy of Psychopathology, dimensional models of psychopathology, symptom co-occurrence, hierarchical classification, mental illness, mental health assessment, mental health prevention, psychotherapy
MeSH terms
Heuristics, Mental Disorders, Humans, Models, Theoretical, Terminology as Topic, Research Design

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review