目的:基于文献计量学梳理惯性测量技术在步态分析领域的研究演进与热点结构,并从护理评估与干预转化角度分析其应用空白。方法:检索 Web of Science 核心合集2005年1月1日至2025年4月5日相关英文文献,纳入1,079篇记录;采用 CiteSpace 6.3.R1、VOSviewer 1.6.20 分析年度发文、国家/地区合作、期刊分布、关键词共现与突现,并在 Python 3.10 中以 PPMI/TF-IDF 表征、SVD降维、UMAP-HDBSCAN聚类开展关键词和摘要语义分析。结果:2006—2024年发文量由1篇增至140篇,年复合增长率为31.6%,2024年达到峰值;最高频关键词为 gait(404次)、gait analysis(268次)、walking(252次)、balance(183次)和 inertial sensors(156次)。关键词与摘要语义聚类的二维轮廓系数分别为0.579和0.642,热点集中于帕金森病/冻结步态、跌倒风险、平衡稳定性、可穿戴传感器、机器学习和康复干预。含 nursing/care 等护理相关词项的记录为142篇,但“护理”尚未形成独立主题簇。结论:惯性测量步态分析已形成医工交叉的成熟热点,但护理主导的连续评估、风险预警和干预闭环仍不足。未来应将步速、步态变异性、稳定性、对称性等参数转化为可执行的护理评估指标,推动精准护理场景中的临床验证与流程整合。
Objective: To map the research evolution and hotspot structure of inertial-measurement-based gait analysis and to examine its translational gap in nursing assessment and intervention. Methods: A total of 1,079 English records published from January 1, 2005 to April 5, 2025 were retrieved from the Web of Science Core Collection. CiteSpace 6.3.R1 and VOSviewer 1.6.20 were used for annual output, collaboration, journal distribution, keyword co-occurrence and burst analyses. Keyword and abstract semantic clusters were further examined in Python 3.10 using PPMI/TF-IDF representation, SVD, UMAP and HDBSCAN. Results: Publications increased from 1 in 2006 to 140 in 2024, with a compound annual growth rate of 31.6%. The most frequent terms were gait, gait analysis, walking, balance and inertial sensors. The two-dimensional silhouette coefficients of keyword and abstract semantic clusters were 0.579 and 0.642, respectively. Major hotspots involved Parkinson disease/freezing of gait, fall risk, balance and stability, wearable sensors, machine learning and rehabilitation. Records containing nursing/care-related terms accounted for 142 publications, but nursing did not form an independent topic cluster. Conclusion: Inertial-measurement-based gait analysis has become a mature medical-engineering research field, while nurse-led continuous assessment, risk warning and intervention feedback loops remain underdeveloped. Translating gait speed, variability, stability and symmetry into actionable nursing indicators should be prioritized in future clinical validation.
目的:基于文献计量学梳理惯性测量技术在步态分析领域的研究演进与热点结构,并从护理评估与干预转化角度分析其应用空白。方法:检索 Web of Science 核心合集2005年1月1日至2025年4月5日相关英文文献,纳入1,079篇记录;采用 CiteSpace 6.3.R1、VOSviewer 1.6.20 分析年度发文、国家/地区合作、期刊分布、关键词共现与突现,并在 Python 3.10 中以 PPMI/TF-IDF 表征、SVD降维、UMAP-HDBSCAN聚类开展关键词和摘要语义分析。结果:2006—2024年发文量由1篇增至140篇,年复合增长率为31.6%,2024年达到峰值;最高频关键词为 gait(404次)、gait analysis(268次)、walking(252次)、balance(183次)和 inertial sensors(156次)。关键词与摘要语义聚类的二维轮廓系数分别为0.579和0.642,热点集中于帕金森病/冻结步态、跌倒风险、平衡稳定性、可穿戴传感器、机器学习和康复干预。含 nursing/care 等护理相关词项的记录为142篇,但“护理”尚未形成独立主题簇。结论:惯性测量步态分析已形成医工交叉的成熟热点,但护理主导的连续评估、风险预警和干预闭环仍不足。未来应将步速、步态变异性、稳定性、对称性等参数转化为可执行的护理评估指标,推动精准护理场景中的临床验证与流程整合。
Objective: To map the research evolution and hotspot structure of inertial-measurement-based gait analysis and to examine its translational gap in nursing assessment and intervention. Methods: A total of 1,079 English records published from January 1, 2005 to April 5, 2025 were retrieved from the Web of Science Core Collection. CiteSpace 6.3.R1 and VOSviewer 1.6.20 were used for annual output, collaboration, journal distribution, keyword co-occurrence and burst analyses. Keyword and abstract semantic clusters were further examined in Python 3.10 using PPMI/TF-IDF representation, SVD, UMAP and HDBSCAN. Results: Publications increased from 1 in 2006 to 140 in 2024, with a compound annual growth rate of 31.6%. The most frequent terms were gait, gait analysis, walking, balance and inertial sensors. The two-dimensional silhouette coefficients of keyword and abstract semantic clusters were 0.579 and 0.642, respectively. Major hotspots involved Parkinson disease/freezing of gait, fall risk, balance and stability, wearable sensors, machine learning and rehabilitation. Records containing nursing/care-related terms accounted for 142 publications, but nursing did not form an independent topic cluster. Conclusion: Inertial-measurement-based gait analysis has become a mature medical-engineering research field, while nurse-led continuous assessment, risk warning and intervention feedback loops remain underdeveloped. Translating gait speed, variability, stability and symmetry into actionable nursing indicators should be prioritized in future clinical validation.
目的 分析音乐治疗焦虑领域研究热点的演变与趋势。方法 利用文献计量学方法对近20年(2003——2023)发表音乐治疗焦虑方面的研究与文献进行了可视化分析:对中国知网(CNKI)及Web of Science(WOS)文献库中收录的文献进行关键词(中文关键词:音乐治疗、焦虑;英文关键词:Music therapy、Anxiety)检索,利用CiteSpace 6.3 R2软件绘制知识图谱进行可视化分析。结果 通过文献的检索与筛选最终纳入中文文献506篇及英文文献1 782篇,其中国内外主要发文者为刘月芳、刘春艳、Bradt、Cold、Silverman等研究者团队,国内外主要研究机构均为高校,但国内高校相对于国外相关研究开展较为独立且合作联系较少;发文国家主要为美国、中国以及土耳其,西方国家之间的合作联系较为密切,我国开展相关跨地域研究主要是与亚洲国家进行多中心合作。国内研究热点为“音乐疗法”“心理干预”“五行音乐”等,国外研究热点为“Pain”“Depression”“Quality of life”等。结论 本文通过CiteSpace软件进行文献计量学分析发现,音乐治疗与焦虑结合是国内外研究的热点,国内研究聚焦于焦虑,而国外研究更关注音乐治疗在广泛心理问题中的应用。尽管该研究领域发展迅速,但国内外合作交流较少,国际研究团队间合作不够紧密。未来研究需进一步探索音乐治疗的机制和最佳实践方法,加强跨学科合作,利用科技创新,结合中国文化特色,以期实现音乐治疗在焦虑治疗中的更广泛应用,并提升患者的生活质量。同时,未来相关研究方法需多样化,以全面掌握研究趋势,为音乐治疗焦虑提供更有力的证据支持。
Objective To explore the evolution and trends of research hotspots in the field of music therapy for anxiety and provide reference and basis for related research.Methods Bibliometric analysis method was used to visualize and analyze the research and literature on music therapy for anxiety in the past 20 years(2003-2023).Keyword searches were conducted in Chinese National Knowledge Infrastructure(CNKI)and Web of Science(WOS)databases,and a knowledge map was drawn using CiteSpace 6.3 R2 software for visualization analysis.Results Through the literature search and screening,506 Chinese and 1782 English literatures were included,and the main authors at home and abroad were researcher teams such as Liu Yuefang,Liu Chunyan,Bradt,Cold and Silverman.The main research institutions at home and abroad were universities,but domestic universities were more independent and had fewer collaborative relationships than foreign ones.The main publishing countries were the United States,China and Turkey,and there was closer cooperation between western countries.Multicenter cooperation with Asian countries was the main form of cross-region research in China.The research hotspots at home were “music therapy”,“psychological intervention”,“five elements music”,while the foreign research hotspots were “pain”,“depression”,and “quality of life”.Conclusions The combination of “music therapy” and “anxiety” is the main research hotspot at home and abroad in recent years.Among them,foreign scholars mainly use anxiety and other psychological problems as research topics to explore the application of music therapy to these issues,while domestic scholars focus on the research of anxiety and propose many music therapy programs for anxiety.In addition,there is relatively little cooperation and communication between domestic and foreign research sectors,and the degree of coincidence among international research teams is not high.Therefore,research teams at home and abroad should strengthen cooperation and communication.Based on the analysis of research hotspots in music therapy for anxiety in the past 20 years,this field has received considerable attention and has developed rapidly,but there are still many aspects that need to be explored and improved through continuous efforts and innovation.
目的 对 2017—2021年护理岗位人员的职业倦怠相关领域文献中的研究热点进行分析,以期让相关研究人员和卫生行政管理人员更加全面了解护理人员的职业倦怠情况。方法 本文基于共词聚类的研究方法,将从CNKI数据库中获取的护理人员职业倦怠研究文献运用BICOMB、gcluto 2.0和VOSviewer软件进行热点分析。结果 共有1 218篇护理人员职业倦怠相关文献纳入研究,分布在199本期刊中,共有关键词1 495个,出现频次≥10的关键词共有78个。通过共词聚类分析,护理人员职业倦怠研究可归纳为4大聚类热点:巴林特小组改善护理人员职业倦怠、心理资本与护理人员职业倦怠中介作用、护理人员工作压力、心理弹性及社会支持与职业倦怠、护理人员职业倦怠现状、影响因素及应对方式等。 结论 研究揭示了我国护理人员职业倦怠研究领域的研究现状及热点。
Objective Through the analysis of the research hotspots in the literature about job burnout of nursing staff from 2017 to 2021, relevant researchers and health administrators were expected to have a more comprehensive understanding of job burnout of nursing staff. Methods Based on the research method of co-word clustering, this paper used BICOMB and gcluto 2.0 and VOSviewer software to analyze the literatures on nursing burnout obtained from CNKI database. Results A total of 1 218 nursing staff burnout related literatures were included in the study, distributed in 199 journals, with 1 495 high-frequency subject words, 78 words with frequency≥10 times. Through word clustering analysis, nurses' job burnout research can be summarized as four clustering hotspots: bahrain's team to improve nurses' job burnout, psychological capital and the intermediary role of nurses' job burnout, nurses work pressure, resilience and social support and job burnout, nurses' job burnout status, influencing factors and coping methods, etc. Conclusions This study reveals the current situation and hotspots of nursing staff burnout research in China.
目的 利用可视化软件CiteSpace分析近20年儿童注意缺陷多动障碍(ADHD)及其共患病的相关文献,得出该领域的研究现状和发展趋势,为儿童注意缺陷多动障碍及其共患病的研究和诊疗提供参考。方法 检索2004—2024年发表在中国知网、维普、万方数据库关于儿童注意缺陷多动障碍及其共患病的相关文献,运用CiteSpace软件对纳入文献进行可视化分析,对来源、机构、发文量、作者、关键词绘制科学知识图谱。结果 共纳入383个机构、500个作者、235种期刊、577篇有效文献。自2012年发文量总体上呈波动上升趋势;在发文来源中,《中国儿童保健杂志》以47篇居首;研究机构以北京大学精神卫生研究所为代表;王玉凤作者发文21篇为最多;ADHD患儿的主要共患病为抽动障碍、癫痫、对立违抗障碍、学习障碍;主要治疗药物为托莫西汀;主要影响患儿的执行功能。ADHD患儿共患病研究分为3个阶段,第一阶段为2004—2009年,研究对象主要为品行障碍、对立违抗障碍、学习障碍、焦虑障碍,主要研究内容为患儿的脑损伤与基因;第二阶段为2009—2017年,重视研究患儿的心理问题,如焦虑、抑郁,也重视患儿的生活及家庭环境;第三阶段为2017—2024年,重点研究托莫西汀、阿立哌唑等药物,并重视ADHD共患癫痫的研究。结论 目前对ADHD共患病的研究仍较为局限,主要集中研究共患抽动障碍、对立违抗障碍、癫痫,未来应重视研究其他共患病,进一步探索更好的诊治方法。
Objective To analyze the literature on attention deficit hyperactivity disorder(ADHD)and its comorbidities in children in the past 20 years by using the visualization software CiteSpace, and to obtain the research status and development trend of this field, so as to provide reference for the research, diagnosis and treatment of ADHD and its comorbidities in children. Methods The relevant literature on ADHD and its comorbidities in children published in CNKI, VIP and Wanfang data bases from 2004 to 2024 was searched, and the included literature was visually analyzed by CiteSpace 6. 2R6 software, and the scientific knowledge graph was drawn by the source, institution, number of publications, authors and keywords. Results A total of 383 institutions, 500 authors, 235 journals, and 577 valid articles were included. Since 2012, the number of published documents has fluctuated and increased. Among the sources of publication, the Chinese Journal of Child Health ranked first with 47 articles. The research institutions were represented by the Institute of Mental Health of Peking University. Wang Yufeng was the most prolific author with 21 articles. The main comorbidities of ADHD children were tic disorder, epilepsy, oppositional defiant disorder and learning disorder. The main treatment drug was tomoxetine. It mainly affects the executive function of the children. The study on comorbidity in children with ADHD was divided into three stages. The first stage was from 2004 to 2009. The research objects mainly included conduct disorder, oppositional defiant disorder, learning disorder and anxiety disorder, and the main research content was brain injury and genes in children. The second stage, from 2009 to 2017, focused on the psychological problems of children, such as anxiety and depression, and also paid attention to the life and family environment of children. The third stage was 2017-2024, focusing on tomoxetine, aripiprazole and other drugs, and paying attention to the study of ADHD co-induced epilepsy. Conclusions The current research on ADHD and its comorbidities is still limited, and its pathogenesis should be explored in the future, so as to quickly and accurately identify comorbidities and further study better treatments.