International Medical Students‘ Improvement in Communication Skills in Psychosomatic Care: A Natural Language Processing Based Analysis [data]

DOI

In this study, we evaluated international medical students' communication skills in the context of psychosomatic medicine, after attending a three-day training seminar. Using a pre-post-assessment-design, we assessed the development in communication skills using Natural Language Processing (NLP) as well as traditional rating scales. International students significantly improved their communication style towards a more patient-centered approach.

This dataverse contains the following data: all the materials used in the training seminar; the binary and global rating instruments used in the ratings; the rating results; international students' demographic data; the transcription rules in German and English, which were followed in the video transcription process; R-Markdowns with the R code used in statistical analysis of NLP parameters and rating data as well as our results. All participants were anonymized.

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Identifier
DOI https://doi.org/10.11588/DATA/2ETDYP
Metadata Access https://heidata.uni-heidelberg.de/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.11588/DATA/2ETDYP
Provenance
Creator Sgrott, Julia (ORCID: 0009-0002-4888-985X); Nikendei, Christoph (ORCID: 0000-0003-2839-178X); Nagy, Ede ORCID logo; Smirnov, Aleksei; Arias Alvarado, Josefina; Friederich, Hans-Christoph ORCID logo; Dönnhoff, Ivo ORCID logo
Publisher heiDATA
Contributor Sgrott, Julia
Publication Year 2025
Funding Reference Medizinische Fakultät Heidelberg
Rights CC BY 4.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/licenses/by/4.0
OpenAccess true
Contact Sgrott, Julia (Heidelberg University, University Hospital of Heidelberg)
Representation
Resource Type Dataset
Format application/pdf; text/tab-separated-values; text/html; text/x-r-notebook; application/vnd.openxmlformats-officedocument.spreadsheetml.sheet; application/vnd.openxmlformats-officedocument.wordprocessingml.document
Size 132672; 54791; 1409107; 24427; 378371; 425541; 428629; 266965; 4739044; 44039; 164018; 60493; 5056417; 43420; 61461
Version 1.0
Discipline Life Sciences; Medicine