Work

Communicating bad news in oncology and hematology settings: A statistic and Large Language Model for interpreting nurses’ difficulties and emotions

Year: 2025
Type: article
Study design: Observational Study
Abstract: BACKGROUND: An effective communication seemed to be crucial in all the cancer care phases, like diagnosis, prognosis, and treatment options. OBJECTIVES: To analyze and interpret structured and open-ended questionnaire responses, focusing on the communication of bad news in onco-hematology: health care professionals' attitudes, communication methods, and perceived stress levels. METHODS: By employing a free Large Language Model, we identified and summarized the main emotions and perspectives shared by professionals. RESULTS: A total of 221 Italian nurses and physicians employed in onco-hematology field were enrolled. The analysis revealed key emotional themes, offering insights into the professionals' emotional states and coping mechanisms when delivering difficult news. SIGNIFICANCE OF RESULTS: Data highlighted the duality of emotions experienced by nurses when delivering bad news - balancing professional composure with emotional distress, underscoring the critical role of empathy, team support, and adequate preparation in helping nurses navigate these challenging conversations.
Language: English
Field: Medicine
Open Access status: hybrid
Estimated APC paid: $3,550
OpenAlex ID: W4416100613
FWCI:
Cites: 20
Cited by:
Related to: 10