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Semantic Landscape of Legal Lexicons: Unpacking Medical Decision-Making Controversies

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This study empirically examined historical trajectories of the semantic landscape of legal conflicts over medical decision-making. We unveiled the lexical structures of lawsuit verdicts, tracing how the core concepts of shared decision-making (SDM)-duty of care, duty to explain, self-determination-have developed and been contextualized in legal discourses. We retrieved publicly available court verdicts using the search keyword ‘patient’ and screened them for relevance to doctor-patient communications. The final corpus comprised 251 South Korean verdicts issued between 1974 and 2023. We analyzed the verdicts using neural topic modeling and semantic network analysis. Our study showed that topic diversity has expanded over time, indicating increased complexity of semantic structures regarding medical decision-making conflicts. We also found two dominant topics: disputes over healthcare providers’ liability and disputes over the compensation for medical malpractice. The results of semantic network analysis showed that the rhetorics of patients’ right to medical self-determination are not closely tied to the professional responsibility to explain and care. The decoupled semantic relationships of patients’ right and health professionals’ duties revealed the barriers of SDM implementations.

Original languageEnglish
Title of host publicationProceedings of 10th International Congress on Information and Communication Technology, ICICT 2025
EditorsXin-She Yang, R. Simon Sherratt, Nilanjan Dey, Amit Joshi
PublisherSpringer Science and Business Media Deutschland GmbH
Pages139-154
Number of pages16
ISBN (Print)9789819697083
DOIs
Publication statusPublished - 2026
Event10th International Congress on Information and Communication Technology, ICICT 2025 - London, United Kingdom
Duration: 2025 Feb 182025 Feb 21

Publication series

NameLecture Notes in Networks and Systems
Volume1440 LNNS
ISSN (Print)2367-3370
ISSN (Electronic)2367-3389

Conference

Conference10th International Congress on Information and Communication Technology, ICICT 2025
Country/TerritoryUnited Kingdom
CityLondon
Period25/2/1825/2/21

Bibliographical note

Publisher Copyright:
© The Author(s) 2026.

Keywords

  • Computational methods
  • Medical court verdicts
  • Medicine and law
  • Patients-doctors relationship
  • Shared decision-making

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Signal Processing
  • Computer Networks and Communications

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