1.Application of quantitative electroencephalography in digital screening for mild cognitive impairment
Jianpeng GU ; Yulei SONG ; Haiyan YIN ; Tingting YIN ; Fengyi SUN ; Bingqing YANG ; Minghui ZHAO ; Guihua XU ; Yamei BAI
Chinese Journal of Rehabilitation Theory and Practice 2025;31(11):1314-1321
Objective To explore the quantitative electroencephalography(qEEG)characteristics of the prefrontal cortex in patients with mild cognitive impairment(MCI)during digital screening tasks for MCI screening.Methods A total of 592 MCI patients(MCI group)and 317 normal cognitively elderly individuals(control group)were recruited from 40 communities in Nanjing,Jiangsu Province,from July to August,2024.All participants were as-sessed using Montreal Cognitive Assessment-Beijing Version(MoCA-BJ).Prefrontal EEG data were collected using a portable EEG device,and power spectral analysis was performed via Fast Fourier Transform.An XG-Boost algorithm was employed to construct an MCI identification model based on qEEG power features,and the model's performance was evaluated using receiver operating characteristic(ROC)curve.Results Compared with the control group,prefrontal δ,α,and β band power increased during screening tasks in MCI group(P<0.05);δ power was negatively correlated with MoCA-BJ total scores,and visuospatial/executive func-tion,attention and delayed recall scores(r=-0.269,-0.169,-0.133,-0.171,P<0.001);α power was negative-ly correlated with MoCA-BJ total scores,attention and delayed recall scores(r=-0.113,-0.075,-0.091,P<0.05).The XGBoost model based on δ and α power was excellent in MCI identification,with an area under the curve of 0.91,accuracy of 0.81,precision of 0.89,F1 score of 0.84,recall of 0.80,and specificity of 0.81.Conclusion MCI patients exhibit increased power in the prefrontal δ and α frequency bands during digital screening tasks,which is associated with cognitive decline.An XGBoost model based on qEEG power features can enable early prediction of MCI.
2.Application of quantitative electroencephalography in digital screening for mild cognitive impairment
Jianpeng GU ; Yulei SONG ; Haiyan YIN ; Tingting YIN ; Fengyi SUN ; Bingqing YANG ; Minghui ZHAO ; Guihua XU ; Yamei BAI
Chinese Journal of Rehabilitation Theory and Practice 2025;31(11):1314-1321
Objective To explore the quantitative electroencephalography(qEEG)characteristics of the prefrontal cortex in patients with mild cognitive impairment(MCI)during digital screening tasks for MCI screening.Methods A total of 592 MCI patients(MCI group)and 317 normal cognitively elderly individuals(control group)were recruited from 40 communities in Nanjing,Jiangsu Province,from July to August,2024.All participants were as-sessed using Montreal Cognitive Assessment-Beijing Version(MoCA-BJ).Prefrontal EEG data were collected using a portable EEG device,and power spectral analysis was performed via Fast Fourier Transform.An XG-Boost algorithm was employed to construct an MCI identification model based on qEEG power features,and the model's performance was evaluated using receiver operating characteristic(ROC)curve.Results Compared with the control group,prefrontal δ,α,and β band power increased during screening tasks in MCI group(P<0.05);δ power was negatively correlated with MoCA-BJ total scores,and visuospatial/executive func-tion,attention and delayed recall scores(r=-0.269,-0.169,-0.133,-0.171,P<0.001);α power was negative-ly correlated with MoCA-BJ total scores,attention and delayed recall scores(r=-0.113,-0.075,-0.091,P<0.05).The XGBoost model based on δ and α power was excellent in MCI identification,with an area under the curve of 0.91,accuracy of 0.81,precision of 0.89,F1 score of 0.84,recall of 0.80,and specificity of 0.81.Conclusion MCI patients exhibit increased power in the prefrontal δ and α frequency bands during digital screening tasks,which is associated with cognitive decline.An XGBoost model based on qEEG power features can enable early prediction of MCI.
3.Development of the Nutrition Impact Symptom Scale for Colorectal Cancer Patients and its reliability and validity
Jie CHEN ; Tiantian WANG ; Aifeng MENG ; Yamei BAI ; Yinan ZHANG ; Haitao ZHU ; Lu LIU ; Xiaoxu ZHI
Chinese Journal of Modern Nursing 2024;30(15):1986-1992
Objective:To develop the Nutrition Impact Symptom Scale for Colorectal Cancer Patients.Methods:Guided by the theory of unpleasant symptoms, the initial draft of the scale was formed through literature research, expert consultation, and small sample pre-survey. From March to May 2023, convenience sampling was used to select 127 colorectal cancer patients who visited Jiangsu Cancer Hospital as the research subject for item analysis and reliability and validity testing of the scale.Results:The final scale consisted of five dimensions and a total of 17 items. The content validity index of the scale was from 0.83 to 1.00, with an average content validity index of 0.97. Exploratory factor analysis extracted five common factors, and the cumulative variance contribution rate was 61.622%. The total Cronbach's α coefficient of the scale was 0.708, and the coefficients for each dimension were 0.762, 0.642, 0.625, 0.510, and 0.644, respectively. The half reliability coefficient of the scale was 0.824.Conclusions:The development process of the Nutrition Impact Symptom Scale for Colorectal Cancer Patients is scientific, with good reliability and validity, and can be used to evaluate the nutrition impact symptom of colorectal cancer patients.
4.Status quo and role expectations of clinical teachers for master of nursing specialist in traditional Chinese medicine universities
Bingxue LI ; Guihua XU ; Yamei BAI ; Cong TANG ; Xuefang ZHANG
Chinese Journal of Modern Nursing 2020;26(6):721-727
Objective:To explore the current status of clinical teaching staff for the graduate program of master of nursing specialist (abbreviated to nursing masters) in traditional Chinese medicine (TCM) universities and compare it with the role expectations of students, aiming to provide a reference for the subsequent construction and improvement of clinical teaching staff.Methods:Totally 172 nursing masters from Jiangsu, Zhejiang, Henan provinces and Tianjin and 86 clinical teaching staff from the hospitals where they practiced were selected using convenient samping and investigated with the self-made questionnaire from October to December 2018. The differences between clinical teaching staff's resources, abilities and students' expectations were compared. A total of 258 questionnaires were distributed among 86 clinical teachers and 172 nursing masters, and 258 valid questionnaires were recovered, with an effective rate of 100%. SPSS 22.0 software was used for statistical analysis of data.Results:There was a certain gap between the clinical teaching staff and students' expectations, especially in terms of the graduate school and academic qualifications of the clinical teachers. Totally 34.88% (30/86) of the clinical teachers graduated from TCM universities, while 71.51% (123/172) of the students expected to be taught by teachers graduating from TCM universities. Among the clinical teachers, 60.47% (52/86) were undergraduates, and fewer were masters or graduates with higher education. There was a certain difference between the teaching teachers' abilities and students' expectations. There were statistically significant differences in 17 secondary indicators (χ 2 were 12.027-130.149, P<0.05) , except for the professional attitude in clinical nursing abilities, decision-making abilities in clinical management abilities, communication abilities in interpersonal abilities, and collaboration abilities ( P>0.05) . There were statistically significant differences between students' current status and their learning needs for TCM nursing (χ 2 were 14.722-165.339, P<0.01) . TCM nursing skills and practical application of TCM nursing research were the contents that most students wanted to learn, accounting for 83.72% (144/172) and 70.35% (151/172) , respectively. Conclusions:There were differences between the current status of the teaching staff for nursing masters at TCM universities and the expectations of the students. The universities should fully consider the graduates' own expectations and needs based on the training objectives for graduates, actively explore the admission system for clinical teachers, improve the training system for teachers, and standardize the teaching evaluation mechanism based on the status quo of nursing talents in China.
5.Traditional Chinese medicine nursing core knowledge and practical ability training standard: an expert consensus
Guihua XU ; Yamei BAI ; Ran YE ; Shuxia YAN ; Wenjing TU
Chinese Journal of Modern Nursing 2019;25(36):4685-4688
Traditional Chinese medicine (TCM) nursing is an important part in the nursing discipline which plays an important role in prevention, health care and nursing rehabilitation. It is imperative to strengthen the cultivation of health service ability of TCM for nurses. However, the expert consensus on the training standard of core knowledge and practical ability of TCM nursing has not been formed so far. On the basis of establishing a research group, a questionnaire was formed based on literature research, university research, brain storm and expert interviews. A total of 76 TCM nursing experts from universities and hospitals at home and abroad of TCM were investigated with the questionnaire to form an expert consensus. Finally, the training standard of core knowledge and practical ability of TCM nursing was established, including three course modules of basic courses of TCM, basic courses of TCM nursing, and specialized courses of TCM nursing, and 9 courses of basic theory of TCM, diagnosis of TCM, science of Chinese materia medica, pharmacology of TCM, fundamental of TCM nursing, TCM diet therapy, acupuncture and moxibustion and nursing, TCM nursing skill operation, TCM nursing clinical practice so as to provide a reference for the training of nursing talents of TCM at home and abroad.
6.Study on traditional Chinese medicine nursing core knowledge and practical ability training standard
Guihua XU ; Yamei BAI ; Ran YE ; Shuxia YAN ; Wenjing TU ; Qiuqin WANG ; Hua CHEN ; Rongrong JIANG ; Yujing CHEN
Chinese Journal of Modern Nursing 2019;25(36):4754-4757
Objective To define the traditional Chinese medicine (TCM) nursing core knowledge and practical ability which nurses should be equipped with when carrying out TCM service so as to provide a reference for the training of nursing talents of TCM at home and abroad. MethodsOn the basis of establishing a research group, a questionnaire was formed based on literature research, university research, brain storm and expert interviews. A total of 76 TCM nursing experts from universities and hospitals at home and abroad of TCM were investigated with the questionnaire to form an expert consensus. ResultsA total of 76 questionnaires were issued in this survey, of which 64 were valid.This study formed the core knowledge and practical ability training standard including three course modules of basic courses of TCM, basic courses of TCM nursing and specialized courses of TCM nursing, and 9 courses of basic theory of TCM, diagnosis of TCM, science of Chinese materia medica, pharmacology of TCM, fundamental of TCM nursing, TCM diet therapy, acupuncture and moxibustion and nursing, TCM nursing skill operation, TCM nursing clinical practice. ConclusionsThe standard could provide a basis for the standardized teaching of TCM nursing, establishment of training module, formulation of training plan and evaluation of talent training quality.
7.Comparative analysis of nursing needs and actual service status of inpatients
Dandan WANG ; Yamei BAI ; Yulei SONG ; Wei XU ; Jing ZHU ; Qin ZHONG ; Di WANG ; Muran WANG ; Dongmei NI ; Xuefeng LI
Chinese Journal of Hospital Administration 2018;34(2):162-167
Objective To probe into the gaps between the inpatient care needs at public tertiary hospitals and existing nursing services,for measures to improve the quality of nursing service.Methods The simple clinical score(SCS),Barthel index scale,patient care needs questionnaire,and actual service status questionnaire were used in a multi-centered stratified random sampling survey, covering the adult inpatient wards of 72 departments at six tertiary hospitals.The results were subject to a stratified analysis of patient care needs, and a comparative analysis between patient care needs and the actual status of the service.Results Statistically significant differences were found between the nursing needs of patients from among different departments,self-care abilities and those with different conditions(P<0.05); the patient care needs and actual service status in cleaning, eating, excretion, activities, health education, basic treatment and nursing of traditional Chinese medicine in terms of the differences were statistically significant (P<0.05); the comparative analysis found differences between patient care needs and actual service status.The top five patient care needs which were greater than the actual service status were namely temperature measuring,rehabilitation guidance,routine inspection,observation and psychological care.The top five areas with actual service status greater than patient care needs were namely turnover /back flapping, toilet assistance,temperature measuring,hands washing before and after meals,and herbal fumigation.The top five areas with minimal gap between needs and service were namely oral care, moxibustion, perineal care,assistance in using toilet in bed and manicure.Conclusions Departments, self-care abilities and conditions of patients vary with their needs of nursing.Based on the existing problems between patient care needs and the actual service status,nurses should increase their care in such soft indicators as rehabilitation guidance,routine inspection and disease observation, and fully meet the needs of patients.On the other hand,they are expected to enhance patients′health education and health literacy in such hard indicators as temperature measuring,turnover and back flapping.
8.Research on the construction of grading nursing care at public hospitals
Yamei BAI ; Qin ZHONG ; Yulei SONG ; Hongmei ZHANG ; Yaqi ZHANG ; Jing ZHU ; Di WANG ; Guihua XU
Chinese Journal of Hospital Administration 2018;34(12):1034-1038
Objective To construct a grading nursing care system at public hospitals based on the severity of illness and activities of daily living ( ADL). Methods Multi-center stratified random sampling was used to investigate the general adult patients hospitalized in 12 wards of six tertiary-level hospitals in the eastern, central and western parts of China from January to December of 2016. The Barthel index and simple clinical score ( SCS) were used to evaluate their ADL and severity of illness, while a customized direct nursing hour scale was applied to record the direct nursing time needed by patients in 24 hours. Nursing grades were defined according to different conditions and ADL and to the difference of patient needs of 24 h direct nursing hours. Results 7 200 patients were investigated in total, and 7 073 effective questionnaires were collected (98. 24% ). Seven new grades of nursing care were defined based on patients′ severity of illness, ADL and different 24 h direct nursing time. These grades match the existing four grading nursing care levels to become refined sub-levels. Conclusions Patients can be graded according to their conditions, ADL and the 24 h direct nursing time needed. Such a new method is more objective, specific and quantitative than before, conducive to upgrading fine management level of nursing.
9.Macro-environment analysis and management countermeasures of nursing development in China based on PEST model
Yamei BAI ; Muran WANG ; Yulei SONG ; Qiuqin WANG ; Wei XU ; Dandan WANG ; Guihua XU
Chinese Journal of Hospital Administration 2017;33(10):784-786
Based on the development trends of nursing care in the ongoing healthcare reform, the PEST model was called into play to analyze the macro-environment of nursing development in terms of such aspects as political, economic, social-cultural, and science and technology factors. Based on such, policy suggestions are raised to tackle the following challenges, namely incomplete political and legal environment for nursing, relative shortage of nursing resources, low social recognition, and poor capability of nursing technique innovation. These suggestions aim to further improve the political and legal system for nursing, explore highly efficient nursing resource allocation, enhance nursing service capability, and nurture nursing technique innovation talents.
10.Facilitators and barriers to the implementation of graded nursing in nursing homes in China:a qualitative evidence synthesis
Qinchuan SHI ; Dandan LI ; Yamei BAI ; Guihua XU
Journal of Medical Postgraduates 2016;29(9):968-972
Objective Although graded nursing has been implemented in nursing homes since 2001 in China, it is not popu-lar.This research aimed to investigate factors of graded nursing implementation in nursing homes by subject analysis in order to provide a reference for the construction of graded nursing system in nursing homes . Methods We performed an analysis of data retrievals for grading nursing system in nursing homes from 2005 to 2015 based on five large databases: CNKI, Wanfang, VIP, CBM, and PubMed.Subject analysis was applied in the conclusion of retrieved literature . Results There were 993 related documents by pre-liminary selection and 21 documents were concluded for subject analysis .By document acquisition , code design , subject code search , integrated subject search and subject definition , five factors including policy , professional quality , institutional management , resource supply and individual were summarized . Conclusion These five factors give a correct and overall view of the facilitators and barriers to the implementation of graded nursing in nursing homes in China , which will contribute to its improvement .

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