Randomized trial on the effects of a group EMDR intervention on narrative complexity and specificity of autobiographical memories: A path analytic and supervised machine-learning study
EMDR proved to be an effective treatment to overcome traumatic experiences and to promote coherent autobiographical narratives in children.
Article Abstract
“Narratives of autobiographical memories may be impaired by adverse childhood experiences, generating narrative fragmentation and increased levels of perceived distress. Eye movement desensitization and reprocessing (EMDR) proved to be an effective treatment to overcome traumatic experiences and to promote coherent autobiographical narratives. However, the specific mechanisms by which EMDR promotes narrative coherence remains largely unknown. We conducted a randomized controlled pilot trial (ClinicalTrials.gov Identifier NCT05319002) in a non-clinical sample of 27 children recruited in a primary school. Participants were randomly assigned to the experimental and control groups. The experimental group underwent a three-week group EMDR intervention. Subjective unit of distress (SUD), validity of cognition (VoC), classification of autobiographical memories, narrative complexity and specificity were assessed before and after the group EMDR intervention. The group EMDR intervention was able to improve SUD and VoC scales, narrative complexity and specificity, and promoted the classification of autobiographical memories as relational. The path analysis showed that SUD was able to predict VoC and narrative specificity, which, in turn, was able to predict both narrative complexity and the classification of autobiographical memories as relational. Machine-learning analysis showed that random tree classifier outperformed all other models by achieving a 93.33% accuracy. Clinical implications are discussed.”
—Description from publisher
Article Access
Open Access
Poli, A., Gemignani, A., & Miccoli, M. (2022). Randomized trial on the effects of a group EMDR intervention on narrative complexity and specificity of autobiographical memories: A path analytic and supervised machine-learning study. International Journal of Environmental Research and Public Health, 19(13), 7684. Open access: https://doi.org/10.3390/ijerph19137684
Date
June 23, 2022
Creator(s)
Andrea Poli, Angelo Gemignani, Mario Miccoli
Client Population
Children
Practice & Methods
Neurobiology
Extent
18 pages
Publisher
MDPI
Rights
Copyright: © 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
APA Citation
Poli, A., Gemignani, A., & Miccoli, M. (2022). Randomized trial on the effects of a group EMDR intervention on narrative complexity and specificity of autobiographical memories: A path analytic and supervised machine-learning study. International Journal of Environmental Research and Public Health, 19(13), 7684. Open access: https://doi.org/10.3390/ijerph19137684
Audience
EMDR Therapists, Other Mental Health Professionals
Language
English
Content Type
Article, Peer-Reviewed, RCT
Access Type
External Resource, Open Access