Half a century of bioethics and philosophy of medicine: A topic-modeling study
Topic modeling—a text-mining technique often used to uncover thematic structures in large collections of texts—has been increasingly frequently used in the context of the analysis of scholarly output. In this study, we construct a corpus of 19,488 texts published since 1971 in seven leading journals...
| Auteurs: | ; ; |
|---|---|
| Type de support: | Électronique Article |
| Langue: | Anglais |
| Vérifier la disponibilité: | HBZ Gateway |
| Journals Online & Print: | En cours de chargement...
|
| Fernleihe: | Fernleihe für die Fachinformationsdienste |
| Publié: |
Wiley-Blackwell
2022
|
| Dans: |
Bioethics
Année: 2022, Volume: 36, Numéro: 9, Pages: 902-925 |
| RelBib Classification: | NCJ Science et éthique TK Époque contemporaine |
| Sujets non-standardisés: | B
distant reading
B philosophy of medicine B Bioethics B topic modeling |
| Accès en ligne: |
Volltext (kostenfrei) Volltext (kostenfrei) |
| Résumé: | Topic modeling—a text-mining technique often used to uncover thematic structures in large collections of texts—has been increasingly frequently used in the context of the analysis of scholarly output. In this study, we construct a corpus of 19,488 texts published since 1971 in seven leading journals in the field of bioethics and philosophy of medicine, and we use a machine learning algorithm to identify almost 100 topics representing distinct themes of interest in the field. On the basis of intertopic correlations, we group the content-based topics into eight clusters, thus providing a novel, fine-grained intellectual map of bioethics and philosophy of medicine. Moreover, we conduct a number of diachronic analyses, examining how the “prominence” of different topics has changed across time. In this way, we are able to observe the distinct patterns in which bioethics and philosophy of medicine have evolved and changed their focus over the past half a century. |
|---|---|
| ISSN: | 1467-8519 |
| Contient: | Enthalten in: Bioethics
|
| Persistent identifiers: | DOI: 10.1111/bioe.13087 |