Table · dataset · 2026
Empirical Validation Dataset for Cross-Panel Psychiatric State Transport and the General Psychiatric State Index
Listed in HKU DataHub and figshare and Loughborough Research Repository — shown once because both records carry DOI 10.6084/m9.figshare.34004079.v1
Description
<p dir="ltr">This dataset provides derived data and empirical validation results for Cross-Panel Psychiatric State Transport (CPST) and the General Psychiatric State Index (GPSI), a framework for representing multidimensional psychiatric symptom burden as a continuous state coordinate and transporting that state across heterogeneous assessment panels.</p><p dir="ltr">The dataset contains two complementary empirical evaluations.
First, a same-participant cross-sectional bridge analysis was performed using data from 263 individuals with major depressive disorder assessed with multiple psychiatric and behavioral measures. Non-overlapping symptom panels were used to evaluate cross-panel agreement, directional invariance, holdout state reconstruction, and transport uncertainty. Second, longitudinal data containing repeated PHQ-9, GAD-7, and BDI-II assessments were used to evaluate whether within-person changes in psychiatric state were preserved across different measurement panels.</p><p dir="ltr">The package contains only derived state coordinates, change coordinates, and validation summaries; original questionnaire-level source data are not redistributed.
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Included outputs cover cross-panel correlations and agreement, principal-component directional comparisons, fixed holdout transport validation, reconstruction uncertainty calibration, longitudinal state-change concordance, direction-of-change agreement, and leave-one-subject-out validation.</p><p dir="ltr">The accompanying framework defines a psychiatric state coordinate \(G\), a cross-panel transport operator \(T\), transport uncertainty \(U\), and a longitudinal state-change transport operator \(T^\Delta\).
The data are intended for methodological research and reproducibility and do not constitute a diagnostic instrument or independently validated clinical decision rule.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34004079.v1 ↗
DOI / persistent id · from datahub hku hk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from datahub hku hk
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Humanities · Humanities · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Medicine & Health · Mental health services · Mental health services · Mental health services · Ocean & Atmospheric Science · Psychology & Behavioral Science · Psychology & Behavioral Science · Psychology & Behavioral Science · Social Science · Social Science
- Inferred from text
- Longitudinal study 65%
Provenance · 3 source records, 37 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub | oai:figshare.com:article/34004079 | 5 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34004079 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34004079 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].anzsrc:field:420313 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Mental health services'] |
| concepts[field].anzsrc:field:420313 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Mental health services'] |
| concepts[field].anzsrc:field:420313 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Mental health services'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[method].local:method:longitudinal-study | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/description |
| license | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/rights |
| publication_date | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| title | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/title |