1.Best evidence audit and analysis to the medication management for patients with dysphagia
Yi LIU ; Liqun ZHU ; Ruo ZHUANG ; Yiyi NI ; Songmei CAO ; Sheng SUI ; Yingchun HUAN ; Hongfeng XIE
Chinese Journal of Practical Nursing 2024;40(5):357-364
Objective:To review the clinical status based on the best evidence of drug administration in patients with dysphagia, systematically analyze the obstacle factors and promoting factors in the process of evidence transformation, and formulate reform strategies.Methods:Based on the evidence-based nursing research method and the guidance of the Ottawa Model of Research Use (OMRU), the review indicators were developed based on the best evidence. The current status of clinical practice behaviors of 223 patients and 75 nurses in the Neurology, Neurosurgery and Geriatric departments of the Affiliated Hospital of Jiangsu University were reviewed from July to December 2021.Based on the results of the review, qualitative interviews were conducted with 32 potential adopters, and content analysis was used to assess the barriers and contributing factors to the clinical translation of evidence in three aspects: evidence-based change, potential adopters and practice environment, so as to develop effective strategies.Results:Based on the 22 best evidence selected, the evidence-based team developed 25 review indicators to carry out clinical review, showing that the compliance rate of 16 indicators were less than 60%. By analyzing and summarizing the interview results of potential adopters, the main obstacles leading to the low compliance rate of nurses were analyzed as follows: evidence-based reform changed the traditional work mode, and the application of evidence was not convenient; at the level of potential adopters, nurses had poor knowledge and practice, heavy work burden, and low awareness of patients and caregivers; at the level of practice environment, there was lack of nursing norms and procedures for clinical transformation of evidence, and the channels of multi-disciplinary collaboration and communication were not smooth. The main promoting factors were the perfect supervision mechanism of evidence-based nursing projects, the evidence-based group had rich experience in evidence transformation, the management was willing to change, and the practitioners were good at innovation.Conclusions:There is still a large gap between the clinical practice and the best evidence of drug administration in patients with dysphagia. The promoting factors should be fully utilized to overcome the obstacles and implement improvements to promote the effective transformation of evidence into clinical practice.
2.Analysis of the trajectory of changes in dietary behavioral adherence in young and middle-aged patients with type 2 diabetes mellitus and the influencing factors
Peixuan CAI ; Yiqing LIANG ; Jingjing WANG ; Songqing ZHAO ; Yi ZHANG ; Songmei CAO
Chinese Journal of Nursing 2024;59(13):1592-1599
Objective To explore the potential categories and influencing factors of dietary behavioral adherence trajectories in young and middle-aged patients with type 2 diabetes mellitus.Methods A convenience sampling method was used to investigate 277 young and middle-aged patients with type 2 diabetes mellitus admitted to the Department of Endocrinology of a tertiary A hospital in Huai'an City,China,from September 2022 to March 2023.The baseline data were collected using a general information questionnaire,the Dietary Behavioral Compliance Scale for Patients with Type 2 Diabetes Mellitus,the Diabetes Self-Efficacy Scale,the Diabetes Knowledge Text,the Health Beliefs Questionnaire,and the Family APGAR Index Questionnaire.The baseline information was collected on the patients'behavioral adherence trajectories a day prior to hospital discharge(T0),a week post-discharge(T1),a month post-discharge(T2),and 3 months post-discharge(T3)to assess the level of patients'dietary behavioral adherence,using latent variable growth mixed models to identify trajectory categories,and univariate and multivariate logistic regression to analyze the influences on dietary adherence trajectories.Results A total of 3 trajectories of dietary behavior adherence in young and middle-aged patients with type 2 diabetes mellitus were identified,namely,low adherence-fluctuating group(49.8%),high adherence-slowly regressing group(31.4%),and medium adherence-continuously rising group(18.8%),and the results showed that age,literacy level,self-efficacy,health beliefs,and family caring were the factors influencing potential categories of dietary behavioral adherence for young and middle-aged patients with type 2 diabetes mellitus.Conclusion There is heterogeneity in the adherence trajectories of young and middle-aged patients with type 2 diabetes mellitus,and healthcare professionals can develop targeted interventions according to the influencing factors of the trajectory categories in order to improve their adherence.
3.Construction of a knowledge base for hierarchical prevention care of neonatal hypoglycemia based on risk prediction model
Qiaoyan LIU ; Songmei CAO ; Jieyu ZHOU ; Ronghua BI ; Wei YIN ; Hongbing BU ; Yimeng FAN ; Xin ZHANG
Chinese Journal of Practical Nursing 2023;39(26):2033-2039
Objective:To build the standardized knowledge base for hierarchical prevention care of neonatal hypoglycemia based on the risk prediction model of neonatal hypoglycemia, and to provide a decision-making basis for risk management to achieve predicitive neonatal hypoglycemia.Methods:Based on the best evidence summarized in strategies for the prevention and management of neonatal hypoglycemia published in 2020, evidence on the prevention and management of neonatal hypoglycemia was searched from BMJ Best Practice, UpToDate, Registered Nurses Association of Ontario, CNKI and other domestic and foreign databases and professional association websites. The retrieval period was from September 1, 2019 to August 31, 2022. The quality of newly included literature was evaluated, new evidence was extracted, and the best evidence in the prevention and management strategy of neonatal hypoglycemia published in 2020 was summarized and combined to form the first draft of the knowledge base. Experts in the field of neonatal nursing were invited to revise and discuss each item of the knowledge base, and the final draft of the knowledge base was formed. The final draft of the knowledge base was coded using the 2.5 version of the Clinical care classification system as the standardized language.Results:The risk prediction model of neonatal hypoglycemia was used as a grading tool, the final draft of the knowledge included 1 nursing diagnosis, 6 modules and 18 specific preventive nursing measures.Conclusions:The knowledge base for hierarchical prevention care of neonatal hypoglycemia based on risk prediction model can realize the prospective hierarchical nursing of neonatal hypoglycemia, which is scientific and practical, and is the basis to assist nurses to make clinical decisions.
4.Summary of best evidence for nonpharmacologic prevention and management of venous thromboembolism in patients with ischemic stroke
Yanhong ZHANG ; Yingchun HUAN ; Liqun ZHU ; Hongbing BU ; Songmei CAO ; Ruo ZHUANG
Chinese Journal of Modern Nursing 2023;29(20):2667-2674
Objective:To retrieve, review and summarize the best evidence on nonpharmacologic prevention and management of venous thromboembolism (VTE) in patients with ischemic stroke (IS) .Methods:According to the "6S" model, Best Practice, UpToDate, Joanna Briggs Institute (JBI) Evidence-Based Health Care Center Database, PubMed, CINAHL, SinoMed, CNKI, Wanfang, VIP Databases, and dedicated stroke websites in China and abroad were searched for the evidence of nonpharmacologic prevention and management of VTE in IS patients, including clinical decision-making, best practice, evidences summary, guidelines, systematic reviews, expert consensus and randomized controlled trials published up to March 20, 2022. Evidence was extracted and summarized after quality assessment of the literature.Results:A total of 19 articles were included, including 2 clinical decision-making articles, 2 evidences summaries, 8 guidelines, 3 systematic reviews, and 4 expert consensus. A total of 38 pieces of best evidence were collected from 6 aspects: organizational security, risk assessment, screening and diagnosis, basic prevention, mechanical prevention and health education.Conclusions:This study summarizes the best evidence for nonpharmaceutical prevention and management of VTE in IS patients. It is recommended to promote the clinical application of this evidence scientifically and in a planned way through multidisciplinary collaboration in combination with clinical situations, factors promoting and hindering the application of evidences, and patient wishes.
5.Analysis of influencing factors of frailty in elderly patients with coronary heart disease and comparative study of screening value of related scales
Xuelian ZHOU ; Hongwei YU ; Xiao MIAO ; Shaomin WANG ; Xiaobo LI ; Liqun ZHU ; Songmei CAO
Clinical Medicine of China 2022;38(5):429-434
Objective:To explore the influencing factors of frailty in elderly patients with coronary heart disease (CHD), and to compare and analyze the value of different frailty scales in screening elderly patients with coronary heart disease.Methods:Using cross-sectional research methods,elderly patients with coronary heart disease from November 2019 to January 2020 in the Department of Cardiology of a tertiary hospital in Zhenjiang City were selected as the research objects. The frailty status of the patients was evaluated by the frailty index scale, and the patients were divided into frailty group (54 cases) and non-frailty group (149 cases) according to the evaluation results. F-test was used for the comparison between measurement data groups conforming to normal distribution, and χ 2 test or exact probability method was used for the comparison of counting data. Multivariate Logistic regression was used to analyze the main influencing factors of elderly patients with coronary heart disease. The correlation and consistency of clinical frail scale, frail scale and frail index were compared and analyzed were analyzed by Spearman correlation and Kappa test. ROC curve was used to analyze the sensitivity, specificity and the area under the working characteristic curve. Results:The age ((78.96±6.78) years), the percentage of monocytes >10% (31.48% (17/54)), the specific index for coronary heart disease ≥4 points (57.41% (31/54)), Barthel index <100 points (85.19% (46/54)), the mini nutritional assessment scale <24 points (66.67% (36/54)) of the patients in the frail group was higher than these in non-frail group ((73.94±5.89) years old, 12.08%(18/149), 7.38%(11/149), 22.15%(33/149), 14.77%(22/149)), the differences were statistically significant (statistical values were t=5.15, χ 2=10.46, χ 2=60.45, χ 2=66.26, χ 2=52.32; P values were <0.001,0.001,<0.001,<0.001,<0.001,respectively). The results of multivariate Logistic regression analysis showed that the percentage of monocytes >10% ( OR=5.927, 95% CI:1.854-18.947), the mini nutritional assessment scale <24 ( OR=7.026, 95% CI:2.660-18.555),the specific index for coronary heart disease ≥4 points ( OR=3.333, 95% CI:1.889-26.850,) and Barthel index <100 points ( OR=15.649, 95% CI:5.403-45.321) are the main effects of frailty in elderly patients with coronary heart disease factors ( P values were 0.003,<0.001,<0.001, and <0.001, respectively). Taking the frailty index as the gold standard, the sensitivity of the clinical frailty scale and FRAIL scale were 85.19% and 85.19%, respectively, and the specificity was 90.60% and 94.63%, respectively, with no significant difference (χ 2 values were 0.000 and 1.767; all P>0.05). The Kappa of the clinical frailty scale scale was <0.75, while the Kappa of the FRAIL scale was >0.75. The consistency of the frail scale with the gold standard was better than that of the clinical frailty scale scale. Conclusion:The percentage of monocytes, the specific index for coronary heart disease, the mini nutritional assessment scale and Barthel index are the main factors affecting the frailty of elderly patients with coronary heart disease. Taking the frailty index score as the standard, the consistency between the screening results of frail scale and frailty index score is better than that of clinical frailty scale scale, which has clinical application value.
6.Comparison of PICC-associated thrombosis risk prediction models based on machine learning algorithm
Shuhua WANG ; Bo CHENG ; Liqun ZHU ; Songmei CAO ; Yiqing LIANG
Chinese Journal of Modern Nursing 2022;28(16):2144-2151
Objective:To build the three different risk prediction models for peripherally inserted central catheter (PICC) -associated thrombosis based on machine learning algorithm, and compare the performance of the models, so as to provide a basis for evaluating and preventing PICC-associated thrombosis.Methods:The PICC-associated Thrombasis Risk Factor Questionnaire was developed based on the best evidence and expert consultation. From January 2016 to October 2020, convenience sampling was used to select 626 patients with PICC in the Affiliated Hospital of Jiangsu University as the research object to collect clinical data. Based on machine learning algorithms, Support Vector Machine (SVM) , XGBoost and Logistic regression methods were used to construct three different PICC-associated thrombosis risk prediction models, which were evaluated and compared.. Model evaluation indicators included Matthews correlation coefficient ( MCC) , F1 value, area under the receiver operating characteristic curve ( AUC) and Brier score. Results:A total of 30 variables were included, and the predictors included four aspects, namely, demographic data of patients, patient condition, treatment factors, and catheter-related factors. For the model verified on the test set, the Logistic regression prediction model had lower scores than the XGBoost and SVM prediction models in terms of MCC and F1 values. On AUC, the Logistic regression prediction model score was equal to SVM and smaller than XGBoost. On Brier, the Logistic regression prediction model scored higher than the XGBoost and SVM prediction models. Conclusions:The performance of the prediction model based on the machine learning algorithm XGBoost and SVM is superior to the traditional Logistic regression model in terms of sensitivity and accuracy. Thrombotic predictors can help guide medical and nursing staff to identify high-risk patients and reduce the incidence of PICC-associated thrombosis.
7.Investigation on the management status of breast cancer-related lymphedema prevention and treatment
Yingying JIA ; Songmei CAO ; Suping BO ; Ling WU ; Ting GAO ; Fangfang ZHOU ; Meixiu ZHUO
Chinese Journal of Practical Nursing 2021;37(7):538-545
Objective:To understand the management status of breast cancer-related lymphedema, and to provide a basis for the formulation of prevention and treatment plans for breast cancer-related lymphedema.Methods:Using accidental sampling, a questionnaire designed by the research team was used to survey nurses in 58 hospitals in Jiangsu Province.Results:This study surveyed a total of 58 hospitals, of which 53 were general hospitals and 5 specialized hospitals. Only 11 hospitals (18.97%) had treatment rooms dedicated to conservative treatment of lymphedema, 9 hospitals (15.52%) had opened lymphedema clinics, and 15 hospitals (25.86%) had professional international lymphedema therapists. All the 58 hospitals had different degrees of prevention and management of breast cancer-related lymphedema.Conclusions:The comprehensive management of lymphedema has not yet been achieved, and the management standards of lymphedema also need to be further improved. It is important to establish a unified and standardized management plan and practice standards.
8.Construction of a program for parastomal hernia prevention based on the individual and family self-management theory
Man FENG ; Songmei CAO ; Xin FAN ; Qing WEI ; Yingying JIA ; Fei GENG ; Shuhua WANG
Chinese Journal of Practical Nursing 2021;37(26):2034-2040
Objective:To establish a program for the prevention and management of parastomal hernia in patients with ostomy.Methods:Based on literature analysis and clinical needs, combined with the individual and family self-management theory (IFSMT), a preliminary plan for prevention and management of parastomal hernia was developed with the framework of case management model. Sixteen experts were selected for two rounds of Delphi expert consultations to analyze and screen indicators at all levels to calculate the expert′s positive coefficient, authority coefficient and coordination coefficient to analyze the credibility of expert consultation results.Results:The effective recovery rates of the two rounds of expert letter inquiries were 88.89% and 100.00%, the authoritative coefficients were 0.825 and 0.844, and the two rounds of Kendall′s W values were 0.221 and 0.269, which were statistically significant( P<0.01). The concentration of indicators is high. Finally, a programe for parastomal hernia prevention and management based on the self-management theory of individual and family consisting of 6 first-level indicators,16 second-level indicators and 42 third-level indicators was obtained. Conclusion:The programe for prevention and management of parastomal hernia based on individual and family self-management theory has high reliability and scientificity, and can provide a basis for the study of parastomal hernia prevention and management.
9.Research progress of constructing resilient nursing homes based on the complex adaptive system theory
Huanhuan HUANG ; Mingchao XIAO ; Lifang TONG ; Songmei CAO ; Qinghua ZHAO
Chinese Journal of Modern Nursing 2021;27(19):2644-2647
Nursing homes treat a large number of elderly people such as frail, dementia, disability, and advanced age. During the occurrence of major public health emergencies, it is a key institution for management, prevention and control. This paper proposes the concept of "resilient nursing homes" and analyzes the connotation and structure of resilient nursing homes based on the complex adaptive system theory. This paper also proposes strategies to improve the resilience of nursing homes in order to help nursing homes optimize their existing management systems and models, and improve their ability to respond to public health emergencies.
10.The application of whole-procedure seamless nursing intervention for treatment of patients with acute coronary syndrome
Yang ZHAO ; Wenjie ZHANG ; Yi LIANG ; Jinchuan YAN ; Songmei CAO
Chinese Journal of Nursing 2017;52(4):426-430
Objective To investigate the feasibility and effects of whole-procedure seamless nursing intervention during regional collaborative treatment of patients with acute coronary syndrome.Methods Nursing intervention was performed on pre-hospital collaboration,transfer collaboration and catheter room collaboration during regional collaborative treatment of patients with ACS.Treatment time point,therapeutic effects and major hospitalization indicators were compared before(the control group) and after(the experimental group) implementation of nursing intervention.Results There were significant differences in mean FMC-to-B time,D-to-B time,referral time,obtaining informed consent time,mortality,LVEF and LVED between two groups(P<0.05).There were significant differences in days of hospitalization,expenditures,percentage of consumables,percentage of medication,and in-hospital mortality between two groups (P<0.05).Conclusion Whole-procedure nursing intervention can reduce time of regional collaborative treatment of patients with acute coronary syndrome,improve prognosis,decrease financial burden and increase efficiency of ACS treatment.

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