癌症护理中的患者声音和治疗不遵守:对情绪分析的全面审查
Leon Wreyford1, Raj Gururajan1, Xujuan Zhou1
1School of Business, University of Southern Queensland, Ipswich, QLD 4300, Australia.
Nursing reports (Pavia, Italy)
|January 27, 2026
概括
对患者内容的自然语言处理 (NLP) 分析揭示了未得到满足的情感需求和沟通差距,导致癌症治疗不坚持. 通过改善患者与医疗服务提供者的沟通来解决这些问题,可以增强患者的坚持和共享决策.
科学领域:
- 在瘤学瘤学.
- 自然语言处理 (NLP) 是一种自然语言处理.
- 卫生沟通健康沟通
背景情况:
- 治疗不坚持是瘤学中的一个重大挑战.
- 传统的调查往往未能捕捉到患者不坚持背后的细微原因.
- 患者创建的内容提供了丰富的洞察力,以了解坚持障碍的丰富来源.
研究的目的:
- 综合自然语言处理 (NLP) 研究的发现,分析患者生成的内容.
- 确定与癌症护理中的治疗不坚持和一致性相关的沟通和关系因素.
- 探索如何对患者数据的情感分析可以揭示传统方法错过的因素.
主要方法:
- 根据PRISMA-ScR指南进行了范围审查.
- 从2013年到2024年6月,在PubMed,CINAHL和Scopus数据库中进行了搜索.
- 来自25项符合条件的研究的数据使用话语和叙事分析进行了综合分析.
主要成果:
- 四个关键主题出现了:未满足的情感需求,低于最佳的信息交换,以人为中心的护理不清楚的一致性,以及错误信息和临床医生的偏见的影响.
- 情绪分析在发现患者的情绪和信息缺陷方面被证明是有效的.
- 患者生成的内容突出了影响坚持的沟通和关系动态.
结论:
- 患者的语音数据强调了护理实践中需要进行例行应急查和回教方法的需要.
- 应对错误信息和确认一致性的策略对于改善遵守至关重要.
- 加强患者-医疗服务提供者沟通和共同决策对于更好的癌症护理结果至关重要.
关键词:
话语分析 话语分析药物一致性 药物一致性自然语言处理自然语言处理.护理信息学 护理信息学瘤学 在瘤学方面.患者与临床医生之间的沟通以人为中心的护理.情绪分析是一种情绪分析.治疗的坚持 治疗的坚持更多相关视频
04:04Endobronchial Ultrasound-guided Intratumoral Injection of Cisplatin for the Treatment of Isolated Mediastinal Recurrence of Lung Cancer
Published on: February 12, 2017
10.9K
04:22Treatment Model for Young Patients with Psychogenic Erectile Dysfunction and Resultant Infertility
Published on: May 30, 2025
822
相关概念视频
Patient-centered Care
3.0K
Patient-centered care involves delivering care beyond inpatient hospitalization. Reflective practice can enhance a patient-centered approach. Reflective practice is a process of reasoning that considers all aspects of the present situation, including practicalities, learning from personal practice, and consideration of patient needs. Patients appreciate care decisions made while considering their input. Involving the patient in their care provides the patient with a sense of contribution rather...
3.0K
The Scope of Physics
52.8K
Physics is concerned with the interactions of energy, matter, space, and time, in order to discover the underlying mechanisms that underpin all phenomena. The word "physics" comes from the Greek word "phúsis", which means nature. Physics seeks to comprehend the natural world around us at its most fundamental level. It emphasizes the use of quantitative laws to do this, which could be valuable in other fields that want to push the performance boundaries of present...
52.8K
Treatment Resistant Cancers
3.7K
Cancer is the second leading cause of death in the United States. A cancer cell is genetically unstable and hence can mutate faster. They can also modify their microenvironment and escape immune surveillance. The difficulties in treating cancer are further compounded by the emergence of rapid resistance to anticancer drugs. The most common ways to attain resistance in cancer cells include alteration in drug transport and metabolism, modification of drug target, elevated DNA damage response, or...
3.7K
Review and Preview
8.4K
In statistics, several tools are used to interpret the data. Measures of central tendency represent the characteristics of the data, such as mean, median, and mode. Additionally, measures of variance like standard deviation and range are used to find the spread of data from the mean. Relative standing measures the distance between data locations. Commonly used measures of relative standings are percentile, z score, and quartiles.
Percentiles are a type of fractile that partition data into...
Percentiles are a type of fractile that partition data into...
8.4K
Review and Preview
11.1K
Data are individual items of information obtained from a population or sample. Data may be classified as qualitative (categorical), quantitative continuous, or quantitative discrete. Because it is not practical to measure the entire population in a study, researchers use samples to represent the population. A random sample is a representative group from the population chosen by using a method that gives each individual in the population an equal chance of being included in the sample. Random...
11.1K
Cancer Survival Analysis
665
Cancer survival analysis focuses on quantifying and interpreting the time from a key starting point, such as diagnosis or the initiation of treatment, to a specific endpoint, such as remission or death. This analysis provides critical insights into treatment effectiveness and factors that influence patient outcomes, helping to shape clinical decisions and guide prognostic evaluations. A cornerstone of oncology research, survival analysis tackles the challenges of skewed, non-normally...
665
