1.Construction and application of a decision support education program on hospice care for family members of patients with advanced cancer
Changlian CHEN ; Shumei ZHUANG ; Jiayan CAO ; Xiwei CHEN ; Xuya HAN ; Xinyu TANG ; Jinjing XIE ; Wanmin QIANG
Chinese Journal of Nursing 2025;60(11):1344-1351
Objective To construct a decision support education program for the family members of patients with advanced cancer and to investigate its application effects,so as to improve understanding and acceptance of hospice care for family members of advanced cancer patients.Methods Using the Ottawa Decision Support Framework as a theoretical guide,the program was initially drafted based on a literature review,qualitative interview and expert consultation.From September 2023 to January 2024,a convenience sampling method was used to select patients' families in a tertiary-level hospital in Tianjin as the research subjects,and they were randomly divided into an experimental group and a control group.The experimental group received the decision support education program in addition to routine care,while the control group received routine care.Family members' knowledge about hospice,the scores on the Death Attitude Profile Scale,and their willingness to choose hospice care were compared before and after the interventions.Results The program finally included 4 first-level items,15 second-level items,and 59 third-level items.During the program implementation phase,4 cases withdrew from the study,resulting in 46 cases in the experimental group and 47 cases in the control group.After intervention,the experimental group had higher scores on hospice knowledge and positive attitude towards death than the control group,while scores on negative attitude towards death were lower(P<0.05);their willingness to choose hospice care for themselves and for the patients was higher than that of the control group(P<0.05).Conclusion The hospice care decision support education program is scientific,feasible and practical,which can improve the knowledge of hospice care of the family members,improve their attitude towards death,and ultimately improve their willingness to choose hospice care.
2.Predictive value of refeeding syndrome and its influencing factors for 30-day intensive care unit readmission in critically ill patients
Liuqing DUAN ; Bingyan LIU ; Yue ZHANG ; Xin LI ; Lina ZHAO ; Haiying LIU ; Dongxue HUANG ; Shumei ZHUANG ; Yuan LIU ; Yuanyuan QU ; Yuehao SHEN
Chinese Critical Care Medicine 2025;37(10):944-949
Objective:To investigate the predictive value of refeeding syndrome (RFS) and its influencing factors for 30-day intensive care unit (ICU) readmission in critically ill patients.Methods:A prospective cohort study was conducted. Critically ill patients admitted to the department of critical care medicine, department of respiratory and critical care medicine, and department of neurology at Tianjin Medical University General Hospital from January to April in 2025 were enrolled. Patients were assessed for RFS according to the American Society for Parenteral and Enteral Nutrition (ASPEN) criteria. General information within 24 hours of ICU admission was collected via the electronic medical record system. Treatment details and 30-day ICU readmission status were dynamically recorded. Participants were divided into readmission and non-readmission groups based on whether ICU readmission occurred within 30 days. Intergroup comparisons were performed to identify differences. Multivariate Logistic regression was used to analyze the relationship between RFS and its influencing factors with 30-day ICU readmission. Receiver operator characteristic curve (ROC curve) was plotted to evaluate the predictive performance of risk factors.Results:A total of 196 critically ill patients were enrolled, among whom 25 (12.76%) were readmitted to ICU within 30 days and 171 (87.24%) were not. Significant differences were observed in the readmission group compared with the non-readmission group, including significantly higher rates of nasogastric decompression, higher acute physiology and chronic health evaluation Ⅱ (APACHEⅡ) score, a higher incidence of RFS, and a longer duration of nasogastric decompression. Multivariate Logistic regression analysis showed that RFS was an independent risk factor for 30-day ICU readmission [odds ratio ( OR) = 5.756, 95% confidence interval (95% CI) was 1.603-20.670, P = 0.007]. APACHEⅡ score showed a positive correlation trend with 30-day ICU readmission ( OR = 1.057, 95% CI was 0.991-1.127, P = 0.092). ROC curve analysis showed that the combined prediction model incorporating RFS and APACHEⅡ score had an area under the ROC curve (AUC) of 0.766 (95% CI was 0.668-0.864), with a sensitivity of 88.0% and a specificity of 62.0%, which was significantly superior to a single indicator (the AUC of RFS and APACHEⅡ score was 0.639 and 0.624, respectively). Conclusions:RFS significantly increases the risk of 30-day ICU readmission in critically ill patients. A combined model incorporating RFS and APACHEⅡ score demonstrates good predictive efficacy for 30-day ICU readmission in critically ill patients.
3.Construction and application of a decision support education program on hospice care for family members of patients with advanced cancer
Changlian CHEN ; Shumei ZHUANG ; Jiayan CAO ; Xiwei CHEN ; Xuya HAN ; Xinyu TANG ; Jinjing XIE ; Wanmin QIANG
Chinese Journal of Nursing 2025;60(11):1344-1351
Objective To construct a decision support education program for the family members of patients with advanced cancer and to investigate its application effects,so as to improve understanding and acceptance of hospice care for family members of advanced cancer patients.Methods Using the Ottawa Decision Support Framework as a theoretical guide,the program was initially drafted based on a literature review,qualitative interview and expert consultation.From September 2023 to January 2024,a convenience sampling method was used to select patients' families in a tertiary-level hospital in Tianjin as the research subjects,and they were randomly divided into an experimental group and a control group.The experimental group received the decision support education program in addition to routine care,while the control group received routine care.Family members' knowledge about hospice,the scores on the Death Attitude Profile Scale,and their willingness to choose hospice care were compared before and after the interventions.Results The program finally included 4 first-level items,15 second-level items,and 59 third-level items.During the program implementation phase,4 cases withdrew from the study,resulting in 46 cases in the experimental group and 47 cases in the control group.After intervention,the experimental group had higher scores on hospice knowledge and positive attitude towards death than the control group,while scores on negative attitude towards death were lower(P<0.05);their willingness to choose hospice care for themselves and for the patients was higher than that of the control group(P<0.05).Conclusion The hospice care decision support education program is scientific,feasible and practical,which can improve the knowledge of hospice care of the family members,improve their attitude towards death,and ultimately improve their willingness to choose hospice care.
4.Predictive value of refeeding syndrome and its influencing factors for 30-day intensive care unit readmission in critically ill patients
Liuqing DUAN ; Bingyan LIU ; Yue ZHANG ; Xin LI ; Lina ZHAO ; Haiying LIU ; Dongxue HUANG ; Shumei ZHUANG ; Yuan LIU ; Yuanyuan QU ; Yuehao SHEN
Chinese Critical Care Medicine 2025;37(10):944-949
Objective:To investigate the predictive value of refeeding syndrome (RFS) and its influencing factors for 30-day intensive care unit (ICU) readmission in critically ill patients.Methods:A prospective cohort study was conducted. Critically ill patients admitted to the department of critical care medicine, department of respiratory and critical care medicine, and department of neurology at Tianjin Medical University General Hospital from January to April in 2025 were enrolled. Patients were assessed for RFS according to the American Society for Parenteral and Enteral Nutrition (ASPEN) criteria. General information within 24 hours of ICU admission was collected via the electronic medical record system. Treatment details and 30-day ICU readmission status were dynamically recorded. Participants were divided into readmission and non-readmission groups based on whether ICU readmission occurred within 30 days. Intergroup comparisons were performed to identify differences. Multivariate Logistic regression was used to analyze the relationship between RFS and its influencing factors with 30-day ICU readmission. Receiver operator characteristic curve (ROC curve) was plotted to evaluate the predictive performance of risk factors.Results:A total of 196 critically ill patients were enrolled, among whom 25 (12.76%) were readmitted to ICU within 30 days and 171 (87.24%) were not. Significant differences were observed in the readmission group compared with the non-readmission group, including significantly higher rates of nasogastric decompression, higher acute physiology and chronic health evaluation Ⅱ (APACHEⅡ) score, a higher incidence of RFS, and a longer duration of nasogastric decompression. Multivariate Logistic regression analysis showed that RFS was an independent risk factor for 30-day ICU readmission [odds ratio ( OR) = 5.756, 95% confidence interval (95% CI) was 1.603-20.670, P = 0.007]. APACHEⅡ score showed a positive correlation trend with 30-day ICU readmission ( OR = 1.057, 95% CI was 0.991-1.127, P = 0.092). ROC curve analysis showed that the combined prediction model incorporating RFS and APACHEⅡ score had an area under the ROC curve (AUC) of 0.766 (95% CI was 0.668-0.864), with a sensitivity of 88.0% and a specificity of 62.0%, which was significantly superior to a single indicator (the AUC of RFS and APACHEⅡ score was 0.639 and 0.624, respectively). Conclusions:RFS significantly increases the risk of 30-day ICU readmission in critically ill patients. A combined model incorporating RFS and APACHEⅡ score demonstrates good predictive efficacy for 30-day ICU readmission in critically ill patients.
5.Interpretation of group standards for nursing care of patients with infusion of vasoactive agents
Yanyan YU ; Qingyin LI ; Xueqin GAO ; Xiaofeng KANG ; Zhuqing ZHONG ; Hongjun ZHANG ; Haiyan ZHANG ; Siqing DING ; Shumei ZHUANG ; Zhenjuan ZHAO ; Yaping LIU
Chinese Journal of Nursing 2024;59(20):2444-2446
0n December 31,2021,the Chinese Nursing Association released the group standard"nursing care of patients with infusion of vasoactive agents(T/CNAS 22-2021)",which outlines the fundamental requirements for intravenous infusion of vasoactive drugs and standardizes the evaluation,administration,and monitoring.This article provides an interpretation of the key parts and sections of the standard to ensure nursing safety during the administration of vasoactive drugs,aiming to reduce complications.Additionally,it serves as a crucial reference for nurses during the administration of the medication.
6.Application effect of case-based collaborative learning based on data-information-knowledge-wisdom model in the training of the informatization teaching ability of clinical teachers
Shumei ZHUANG ; Xueying ZHOU ; Shimei JIN ; Yannan CHEN ; Xinran ZHU ; Yitong QU
Chinese Journal of Medical Education Research 2024;23(10):1378-1383
Objective:To investigate the application effect of case-based collaborative learning (CBCL) based on data-information-knowledge-wisdom (DKIW) model in the training of the informatization teaching ability of clinical teachers.Methods:From March to August in 2022, 71 clinical teachers from four grade A tertiary hospitals in Tianjin, China, were selected as subjects and were randomly divided into control group with 35 patients and experimental group with 36 patients using a random number table. The teachers in the control group received blended teaching online and offline, and those in the experimental group received CBCL teaching based on DIKW model. The two groups were compared in terms of theoretical assessment score, informatization teaching demonstration score, and informatization teaching ability score before and after intervention. SPSS 27.0 was used for the t-test and the Mann-Whitney U rank sum test. Results:Compared with the control group after intervention, the experimental group had significantly higher scores of theoretical assessment (83.50±3.11) and informatization teaching demonstration (84.19±1.89) ( P<0.05). After intervention, the control group had significant increases in the total score of informatization teaching ability (74.34±4.08) and the scores of each dimension (15.40±1.19, 19.29±1.62, 28.54±1.67, and 11.11±1.79), and the experimental group also had significant increases in the total score of informatization teaching ability (83.64±5.25) and the scores of each dimension (16.53±1.21, 20.94±1.98, 33.03±2.10, and 13.14±1.48); the experimental group had significantly higher scores than the control group ( P<0.05). Conclusions:The CBCL teaching model based on DIKW model can help to improve the comprehensive informatization teaching ability of clinical teachers.
7.Structural equation modeling analysis of influencing factors of psychological distress in young and middle-aged patients with stroke
Fengjuan LEI ; Yannan CHEN ; Shimei JIN ; Shumei ZHUANG
Chinese Journal of Behavioral Medicine and Brain Science 2024;33(3):271-277
Objective:To explore the influencing factors of psychological distress in middle-aged and young stroke patients to provide evidence for improving the mental health of the patients and guiding clinical psychological nursing interventions.Methods:A cross-sectional survey was conducted on 447 middle-aged and young patients with stroke hospitalized in four hospitals in Tianjin from March 2022 to January 2023.Various assessment scales were employed, including a general data questionnaire, distress thermometer, numerical rating scale, family APGAR index, perceived social support scale, general self-efficacy scale, Herth hope index, self-rating anxiety scale and self-rating depression scale.Statistical analyses were performed using encompassing descriptive statistics, Wilcoxon Mann-Whitney test, Kruskal Wallis test, Spearman correlation analysis, and structural equation modeling of SPSS 25.0 and AMOS 24.0.Results:The psychological distress score of middle-aged and young stroke patients was 1(1, 2). Age( Z=-5.497), marital status( Z=-2.755), number of children( H=25.448), co-residents( H=14.389), occupation( H=34.889), per capita monthly family income( H=19.105), hospitalized caregivers( H=23.794), stroke type( H=23.308), course of disease( H=10.649), number of chronic diseases( H=8.021), daily self-care ability( H=128.439), eating status( H=41.904), physical status( H=49.786), excretion status( H=112.736), dressing ability( H=63.036), nutritional status( H=15.514), organ injury status ( H=23.797)and edema status( Z=-4.307)affected the psychological distress of middle-aged and young stroke patients, and the differences were statistically significant (all P<0.05). Correlation analysis showed that psychological distress were positively correlated with pain(1(1, 1)), anxiety(36(27, 53)) and depression(31(27, 58)) ( r=0.390, 0.525, 0.591, all P<0.001), while were negatively with family caring degree(10(10, 10)), perceptive social support(72(67, 74)), general self-efficacy(35(29, 38)) and hope level(41(36, 45)) ( r=-0.200, -0.464, -0.647, -0.675, all P<0.01). Results of the structural equation model of the influencing factors of psychological distress in middle-aged and young stroke patients showed that a total of 5 common factors were extracted, which were named support system, daily activities, disease condition, general condition and physical burden.Disease condition and physical burden had direct positive effects on psychological distress ( β=0.385, 0.204, both P<0.05). Support system, daily activities and general situation had direct negative effects on psychological distress ( β=-0.332, -0.262, -0.258, all P<0.05). Conclusions:The influencing factors of psychological distress in middle-aged and young stroke patients are disease status, support system, daily activities, general conditions and physical burden, which can provide theoretical basis for nurses to carry out active and effective prevention and nursing intervention on psychological distress in middle-aged and young stroke patients.
8.Development of the Care Needs Scale for Young and Middle-aged Terminally Ill Patients and its reliability and validity
Shumei ZHUANG ; Xueying ZHOU ; Jing WANG ; Peng WANG ; Ying GUO ; Chengmei ZHAO ; Shimei JIN ; Shanshan WU
Chinese Journal of Modern Nursing 2023;29(19):2554-2561
Objective:To develop the Care Needs Scale for Young and Middle-aged Terminally Ill Patients and test its reliability and validity, so as to provide an effective tool for evaluating the care needs of young and middle-aged terminally ill patients for medical and nursing staff.Methods:This study is a cross-sectional study. Guided by the theory of supportive care needs, an initial scale was formed through literature review, qualitative interviews, Delphi expert consultation, and pre-survey. From July to September 2022, convenience sampling was used to select 570 young and middle-aged terminally ill patients hospitalized in the Oncology Department and Hospice Care Ward of six Class Ⅲ hospitals in Tianjin as the research subject, and a questionnaire survey was conducted on the patients. The items in the scale were selected using item analysis method. The structural validity of the scale was evaluated using exploratory factor analysis and confirmatory factor analysis. The content validity of the scale was evaluated using the scale-level content validity index and the item-level content validity index. The reliability of the scale was evaluated using internal consistency coefficient and half reliability coefficient. A total of 570 questionnaires were distributed, and 565 valid questionnaires were collected, with an effective response rate of 99.12% (565/570) .Results:A total of 18 experts completed two rounds of consultation, with an expert authority coefficient of 0.890, the Kendall's W values of 0.309 and 0.417, respectively ( P<0.05). The Care Needs Scale for Young and Middle-aged Terminally Ill Patients included 6 dimensions and a total of 39 items. Exploratory factor analysis extracted 6 common factors, with a cumulative variance contribution rate of 71.515%. Confirmatory factor analysis showed that the overall model fitted well. The content validity index at the scale level was 0.942, and the content validity index at the item level was 0.833 to 1.000. The total Cronbach's α coefficient of the scale was 0.975, and the half reliability coefficient was 0.911. Conclusions:The reliability and validity of the Care Needs Scale for Young and Middle-aged Terminally Ill Patients are good, and it can be used as an evaluation tool for the care needs of young and middle-aged terminally ill patients.
9.Research on Employment Quality Evaluation Index System of Medical Students based on Analytic Hierarchy Process
Longting MA ; Maojie LIU ; Xueping LIANG ; Jingjing LIU ; Jingjing YU ; Peng WANG ; Xiaoli PANG ; Shumei ZHUANG
Chinese Journal of Medical Education Research 2023;22(6):956-960
Objective:To construct medical students' employment quality evaluation index system based on analytic hierarchy process (AHP), for providing basis to scientific and objective evaluation of medical students' employment quality.Methods:Two rounds of consultation with 21 experts were conducted to construct medical students' employment quality index and evaluation standard by Delphi method, and the weight of each index and evaluation standard determined by AHP. Excel 2007 and SPSS 21.0 were used to analyze the results of expert consultation. The enumeration data were expressed as frequency and percentage. The mean and coefficient of variation were used to describe the importance scores of experts on indicators at all levels. The positive coefficient, authority coefficient and coordination degree of experts were calculated, and the Kendall coordination coefficient ( W) test was carried out. Yaahp 6.0 is used to analyze the pairwise comparison matrix in the analytic hierarchy process to calculate the weight of the indicator. Results:The authority of expert consultation was ranged from 0.77 to 0.94, and the positive coefficient of experts was 100.00%. The evaluation system of medical students' employment quality was determined, which involved 3 first-class indexes, 9 second-class indexes and 35 third-class indexes, and the weight coefficients of each index were calculated by AHP.Conclusion:The evaluation index system of medical students' employment quality is reasonable, which can be used to provide reference standard for medical students' employment quality evaluation, and has certain application value.
10.Construction and validation of risk prediction model of psychological distress in young and middle-aged patients with gynecologic malignancy based on random forest algorithm
Shumei ZHUANG ; Shimei JIN ; Yannan CHEN ; Xueying ZHOU ; Yitong QU
Chinese Journal of Practical Nursing 2023;39(30):2366-2373
Objective:To construct a prediction model of psychological distress risk in young and middle-aged patients with gynecologic malignancy based on random forest algorithm and validate its prediction effect, which provided a tool for healthcare professionals to detect patients′ psychological distress in early stage.Methods:This was a cross-sectional study, a total of 385 cases of young and middle-aged patients with gynecologic malignancies admitted to the gynecology and oncology departments of six tertiary hospitals in Tianjin from October 2021 to October 2022 were consecutively included, the study subjects were randomly divided into 270 cases in the training set and 115 cases in the testing set according to 7:3 by R-studio software. After grouping the training set patients according to the presence or absence of psychological distress (positive psychological distress 151 cases and negative psychological distress 119 cases), univariate analysis was performed on each influencing factor. A random forest model for the prediction of psychological distress in young and middle-aged gynecological malignancy patients using R-studio software on the training set, and the prediction effect was verified on the testing set.Results:The prediction accuracy was 94.78%, sensitivity was 96.88%, specificity was 92.16%, positive predictive value was 93.94%, negative predictive value was 95.92%, and AUC was 0.992 (95% CI 0.982-1.000). The top 5 significant predictor variables were ranked according to the average decrease in the Gini coefficient of each influencing factor in the random forest model: General Self-Efficacy Scale score, Herth Hope Index score, Perceived Social Support Scale score, Self-Rating Depression Scale score, Self-Rating Anxiety Scale score. Conclusions:In this study, the prediction model of psychological distress in young and middle-aged patients with gynecologic malignancy constructed by random forest algorithm has high predictive efficacy, which provides reference for healthcare professionals to identify patients′ psychological distress early and formulate interventions.

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