Combining Text Mining of Long Constructed Responses and Item-Based Measures: A Hybrid Test Design to Screen for Posttraumatic Stress Disorder (PTSD)

Combining Text Mining of Long Constructed Responses and Item-Based Measures: A Hybrid Test Design to Screen for Posttraumatic Stress Disorder (PTSD)

This article introduces a new hybrid intake procedure developed for posttraumatic stress disorder (PTSD) screening, which combines an automated textual assessment of respondents’ self-narratives and item-based measures that are administered consequently. Text mining technique and item response model...

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Bibliographic Details
Main Authors: Qiwei He, Bernard P. Veldkamp, Cees A. W. Glas, Stéphanie M. van den Berg
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-10-01
Series:Frontiers in Psychology
Subjects:
posttraumatic stress disorder
text mining
item response theory
Bayesian framework
self-narratives
Online Access:https://www.frontiersin.org/article/10.3389/fpsyg.2019.02358/full

Internet

https://www.frontiersin.org/article/10.3389/fpsyg.2019.02358/full

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