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New Perspectives in the Adaptive Assessment of Depression: The ATS-PD Version of the QuEDS
Measurement is a crucial issue in psychological assessment. In this paper a contribution to this task is provided by means of the implementation of an adaptive algorithm for the assessment of depression. More specifically, the Adaptive Testing System for Psychological Disorders (ATS-PD) version of t...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6043690/ https://www.ncbi.nlm.nih.gov/pubmed/30034352 http://dx.doi.org/10.3389/fpsyg.2018.01101 |
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author | Spoto, Andrea Serra, Francesca Donadello, Ivan Granziol, Umberto Vidotto, Giulio |
author_facet | Spoto, Andrea Serra, Francesca Donadello, Ivan Granziol, Umberto Vidotto, Giulio |
author_sort | Spoto, Andrea |
collection | PubMed |
description | Measurement is a crucial issue in psychological assessment. In this paper a contribution to this task is provided by means of the implementation of an adaptive algorithm for the assessment of depression. More specifically, the Adaptive Testing System for Psychological Disorders (ATS-PD) version of the Qualitative-Quantitative Evaluation of Depressive Symptomatology questionnaire (QuEDS) is introduced. Such implementation refers to the theoretical background of Formal Psychological Assessment (FPA) with respect to both its deterministic and probabilistic issues. Three models (one for each sub-scale of the QuEDS) are fitted on a sample of 383 individuals. The obtained estimates are then used to calibrate the adaptive procedure whose performance is tested in terms of both efficiency and accuracy by means of a simulation study. Results indicate that the ATS-PD version of the QuEDS allows for both obtaining an accurate description of the patient in terms of symptomatology, and reducing the number of items asked by 40%. Further developments of the adaptive procedure are then discussed. |
format | Online Article Text |
id | pubmed-6043690 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-60436902018-07-20 New Perspectives in the Adaptive Assessment of Depression: The ATS-PD Version of the QuEDS Spoto, Andrea Serra, Francesca Donadello, Ivan Granziol, Umberto Vidotto, Giulio Front Psychol Psychology Measurement is a crucial issue in psychological assessment. In this paper a contribution to this task is provided by means of the implementation of an adaptive algorithm for the assessment of depression. More specifically, the Adaptive Testing System for Psychological Disorders (ATS-PD) version of the Qualitative-Quantitative Evaluation of Depressive Symptomatology questionnaire (QuEDS) is introduced. Such implementation refers to the theoretical background of Formal Psychological Assessment (FPA) with respect to both its deterministic and probabilistic issues. Three models (one for each sub-scale of the QuEDS) are fitted on a sample of 383 individuals. The obtained estimates are then used to calibrate the adaptive procedure whose performance is tested in terms of both efficiency and accuracy by means of a simulation study. Results indicate that the ATS-PD version of the QuEDS allows for both obtaining an accurate description of the patient in terms of symptomatology, and reducing the number of items asked by 40%. Further developments of the adaptive procedure are then discussed. Frontiers Media S.A. 2018-07-06 /pmc/articles/PMC6043690/ /pubmed/30034352 http://dx.doi.org/10.3389/fpsyg.2018.01101 Text en Copyright © 2018 Spoto, Serra, Donadello, Granziol and Vidotto. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Spoto, Andrea Serra, Francesca Donadello, Ivan Granziol, Umberto Vidotto, Giulio New Perspectives in the Adaptive Assessment of Depression: The ATS-PD Version of the QuEDS |
title | New Perspectives in the Adaptive Assessment of Depression: The ATS-PD Version of the QuEDS |
title_full | New Perspectives in the Adaptive Assessment of Depression: The ATS-PD Version of the QuEDS |
title_fullStr | New Perspectives in the Adaptive Assessment of Depression: The ATS-PD Version of the QuEDS |
title_full_unstemmed | New Perspectives in the Adaptive Assessment of Depression: The ATS-PD Version of the QuEDS |
title_short | New Perspectives in the Adaptive Assessment of Depression: The ATS-PD Version of the QuEDS |
title_sort | new perspectives in the adaptive assessment of depression: the ats-pd version of the queds |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6043690/ https://www.ncbi.nlm.nih.gov/pubmed/30034352 http://dx.doi.org/10.3389/fpsyg.2018.01101 |
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