PSYREFLECT
RESEARCHMay 14, 20263 min read

HiTOP gets its self-report instrument: 11 factors, one community sample, the dimensional revolution edges closer

Key Findings
  • **N = 775** (combined community + undergraduate sample, predominantly young, female) completed the new HiTOP-SR; exploratory factor analysis yielded a stable **seven-factor solution** at the broad level: internalizing, disinhibited externalizing, antagonistic externalizing, low positive emotionality, eating pathology, sexual dysfunction, anankastia.
  • Lower-order modeling within the three broadest domains yielded **four additional factors** — fear/somatoform, thought disorder, suicide, negative affectivity, narcissism — for a total of **11 factors at the most nuanced level**.
  • Sequential hierarchical modeling traced the structure cleanly **from one global "p-factor" down through 7 broad domains to 11 specific dimensions** — the predicted HiTOP architecture replicated.
  • Convergent validity against MMPI-3 scales was broad and meaningful: HiTOP-SR factors correlated with conceptually-aligned MMPI-3 scales (e.g., HiTOP internalizing with MMPI-3 emotional/internalizing dysfunction), supporting the interpretation that the new instrument measures the constructs it claims to.

The Hierarchical Taxonomy of Psychopathology has spent a decade as a research-side critique of DSM categorical thinking. It looked elegant on factor-loading diagrams and stayed almost invisible in clinical rooms because no single instrument operationalized it. Faulkenberry and colleagues at Otago, Macquarie, Western Australia, Vanderbilt and Minnesota have now closed that gap — or at least published the first credible attempt to close it.

This is not a paradigm-shift in the sense of a new mechanism. It is a paradigm-shift in measurement infrastructure: the moment a competing nosology stops requiring you to assemble five legacy instruments and starts asking 11 questions of its own.

What the data shows

The factor structure replicated the predicted hierarchy without forcing — exploratory factor analysis at the seven-factor level produced internalizing, disinhibited and antagonistic externalizing, low positive emotionality, eating pathology, sexual dysfunction, and anankastia as separable dimensions. Note that "low positive emotionality" and "anankastia" appear as distinct broad domains here, where DSM-5 stuffs them inside depressive disorder and OCD respectively. The 11-factor solution then peeled fear/somatoform, thought disorder, suicide, negative affectivity, and narcissism out of the broader domains as expected.

Convergent validity against MMPI-3 was the harder test. The MMPI-3 is the workhorse of forensic and clinical assessment, deeply categorically rooted, and a poor fit for a dimensional taxonomy on paper. The fact that HiTOP-SR factors mapped onto conceptually-related MMPI-3 scales with meaningful correlations — without those correlations becoming so strong as to suggest redundancy — is the signal you want for an instrument claiming new construct space.

Limitations are real and stated. Sample is N=775 but skews young, female, undergraduate. Factor structure replication is one type of validity, not all of them. Test-retest, criterion validity against clinician-rated outcomes, and treatment-response prediction remain to be demonstrated.

For your practice

A few things to track. First: the practical version of HiTOP — measurable in a single instrument — is now in print. If you have ever wanted to assess a patient on dimensions like anankastia or low positive emotionality without wrestling them into DSM categories, the tool exists and the data is published. Second: this matters for case formulation more than for billing — diagnostic codes are not changing. But for treatment planning, particularly when a patient's profile crosses categories (the depression-with-anxious-distress-with-OCD-features patient who never quite fits one diagnosis), a dimensional snapshot adds something the categorical approach misses. Third: if you supervise, this is worth watching as a generational measurement shift. Trainees educated post-2026 will likely encounter HiTOP-SR alongside the PHQ-9 and GAD-7, not instead of them. Knowing what dimensional measurement looks like — and what its specific factors mean — becomes part of the literacy.

The cautious framing: HiTOP-SR is a research instrument with a usable form. It is not yet validated in clinical samples, against treatment outcomes, or longitudinally. Its arrival is structurally important; its clinical utility remains a 2027-2030 question.

A dimensional taxonomy with no instrument is a research argument; a dimensional taxonomy with a validated self-report is the start of a measurement infrastructure.

Limitations

Sample is community + undergraduate, predominantly young and female — generalizability to clinical, older, or male-skewed populations remains untested. Validity demonstrated against one categorical instrument (MMPI-3); concurrent validity against clinician interviews, criterion validity against treatment outcomes, and test-retest reliability are still open questions.

Source
Psychological Assessment (APA)
Validation of the Hierarchical Taxonomy of Psychopathology-Self-Report (HiTOP-SR): Internal structure and construct validity against the MMPI-3 in a community sample
2026-05-04·View original
Tags
HiTOPdimensional psychopathologypsychometricstransdiagnosticMMPI-3
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