1.Construction and validation of ARIMA model for predicting emergency volume in a certain psychiatric hospital
Cuiling ZHANG ; Songkang LIU ; Suiyun WENG ; Min YU ; Xiaoyu ZHANG ; Cuiwei CHEN ; Miaoling JIANG
Chinese Journal of Hospital Administration 2024;40(6):477-482
Objective:To construct a prediction model for the emergency volume of the psychiatric hospital, and analyze the changes of psychiatric emergency visits, so as to provide references for optimizing the allocation of emergency service resources.Methods:This study extracted data of the visit time of emergency patients, etc from the information system of a certain psychiatric hospital from 2018 to 2023. The monthly emergency visits (emergency volume) from 2018 to 2022 were used to construct the autoregressive integrated moving average model (ARIMA), and the monthly emergency volume from 2023 was used to validate the predictive performance of the model.Results:After model construction and screening, seasonal ARIMA (0, 1, 0) (1, 1, 1) 12 was determined as the optimal model. The predicted values of the model were in good agreement with the actual values, with an average relative error fluctuation of 1.6% to 26.8% and an average absolute error fluctuation of 9 to 159 person-time. Conclusions:The seasonal ARIMA model could accurately predict the emergency volume of a certain psychiatric hospital and provide references for human resource allocation and emergency response. However, this prediction model was suitable for short-term forecasting. If long-term forecasting was needed, continuous data fitting was necessary to ensure the effectiveness of the prediction.
2.A study on national nursing human resources forecast based on grey model
Cuiling ZHANG ; Suiyun WENG ; Min YU ; Ziling CHEN ; Xiangyun LU ; Jianer XIE ; Miaoling JIANG
Modern Hospital 2024;24(12):1817-1820,1827
Objective To forecast the national nursing human resources situation and provide policy basis for promoting the development of the nurse team.Methods The registered nurse numbers,the total population,the registered(assistant)physician numbers,and the bed numbers in medical and health institutions(in thousands)were selected from 2013 to 2023,and the bed-to-nurse ratio,doctor-to-nurse ratio,and the number of nurses per thousand population were calculated and analyzed to study the changes in national nursing human resources over the past decade.A grey GM(1,1)model was established to predict the number of nurses per thousand population from 2024 to 2030.Results ① The number of nurses per thousand population has increased year by year in the past decade,with an average annual growth rate of 11.38%;② The precision of the grey GM(1,1)model for the number of nurses per thousand population is precise(α=-0.065 9,b=2.014 1,C value=0.003 3,P=1.000),with high fitting degree.And the predicted number of registered nurses per thousand population from 2024 to 2030 are 4.291,4.584,4.896,5.229,5.585,5.965,and 6.371 respectively.Conclusion The national nursing human resources allocation has been optimized in the past decade,and the GM(1,1)model predicts that the national nursing human resources change is also in an upward trend.However,relevant policies still need to be formulated to improve the bed-to-nurse ratio and doctor-to-nurse ratio.
3.A study on national nursing human resources forecast based on grey model
Cuiling ZHANG ; Suiyun WENG ; Min YU ; Ziling CHEN ; Xiangyun LU ; Jianer XIE ; Miaoling JIANG
Modern Hospital 2024;24(12):1817-1820,1827
Objective To forecast the national nursing human resources situation and provide policy basis for promoting the development of the nurse team.Methods The registered nurse numbers,the total population,the registered(assistant)physician numbers,and the bed numbers in medical and health institutions(in thousands)were selected from 2013 to 2023,and the bed-to-nurse ratio,doctor-to-nurse ratio,and the number of nurses per thousand population were calculated and analyzed to study the changes in national nursing human resources over the past decade.A grey GM(1,1)model was established to predict the number of nurses per thousand population from 2024 to 2030.Results ① The number of nurses per thousand population has increased year by year in the past decade,with an average annual growth rate of 11.38%;② The precision of the grey GM(1,1)model for the number of nurses per thousand population is precise(α=-0.065 9,b=2.014 1,C value=0.003 3,P=1.000),with high fitting degree.And the predicted number of registered nurses per thousand population from 2024 to 2030 are 4.291,4.584,4.896,5.229,5.585,5.965,and 6.371 respectively.Conclusion The national nursing human resources allocation has been optimized in the past decade,and the GM(1,1)model predicts that the national nursing human resources change is also in an upward trend.However,relevant policies still need to be formulated to improve the bed-to-nurse ratio and doctor-to-nurse ratio.
4.Effects of different early sedation levels on clinical outcomes of ICU patients with mechanical ventilation
Hongwei ZHU ; Debin HUANG ; Miaoling CUI ; Li′an TANG ; Diandian JIANG ; Jinlian QIN
Chinese Journal of Practical Nursing 2023;39(24):1859-1865
Objective:To investigate the current sedation level of patients with mechanical ventilation in ICU, and to explore the influence of early different sedation levels on clinical outcomes, so as to provide theoretical basis for better guidance of clinical sedation evaluation and implementation of sedation strategy management.Methods:This study was a retrospective longitudinal study. The 201 patients with invasive mechanical ventilation who underwent sedation in the Department of Intensive Care Medicine of the First Affiliated Hospital of Guangxi Medical University from January to December 2021 were selected by convenience sampling method. According to the results of Richmond Agitation-Sedation Scale(RASS), the patients were divided into deep sedation group (98 cases) and shallow sedation group (103 cases). The influencing factors of endotracheal intubation retention time and outcome were investigated by Cox multifactor analysis.Results:In the early sedation ≤48 h after the start of mechanical ventilation, 63.2%(2 143/3 389) of patients with invasive mechanical ventilation had a RASS score of shallow sedation, 35.2%(1 194/3 389) of patients with deep sedation, and 1.5%(52/3 389) of patients with insufficient sedation. Cox multivariate regression analysis showed that age, sedation level, duration of invasive mechanical ventilation and continuous renal replacement therapy were the factors influencing the indentation time of tracheal insertion ( χ2 values were 4.73 to 74.31, all P<0.05); early deep sedation was a risk factor for delayed extubation ( HR=0.499, 95% CI 0.276-0.903, P<0.05); gender, sedation level, invasive mechanical ventilation duration, acute physiology and chronic health evaluation Ⅱ scores, admission mode, continuous renal replacement therapywere the influencing factors of patient outcomes ( χ2 values were 4.41 to 26.20, all P<0.05). The deeper the sedation, the worse the patient outcomes ( HR=0.568, 95% CI 0.335-0.963 all P<0.05) . Conclusions:The early sedation level is related to the retention time and outcome of tracheal intubation in ICU patients with mechanical ventilation, and different sedation levels affect the clinical outcome of patients. The retention time of tracheal intubation in patients with shallow sedation was shortened, which was beneficial to the outcome of patients.Therefore, sedation evaluation should be strengthened in clinical work, and sedation methods should be selected according to the needs of patients. In the absence of contraindications, the shallow sedation strategy should be implemented as soon as possible. This study provides some reference and theoretical basis for the formulation and management of clinical sedation strategies.
5.Qualitative study on delayed experience of seeking medical treatment in patients with advanced lung cancer
Diandian JIANG ; Miaoling CUI ; Zixiu WANG ; Xue LI
Chinese Journal of Practical Nursing 2023;39(7):526-532
Objective:To explore the causes and feelings of delayed experience of seeking medical treatment in patients with advanced lung cancer, and to provide new insights for more targeted health education and medical care services.Methods:A semi-structured in depth interview based on the theory of planned behavior was conducted among 30 patients with advanced lung cancer who experienced medical delay from November to December in 2021 admitted to First Affiliated Hospital of Guangxi Medical University. The interview content was analyzed and abstracted by using Colaizzi phenomenological analysis method and Nvivo11.0 software.Results:The delay duration of 30 patients with advanced lung cancer ranged from 90 to 213 days. Four subject groups were extracted by generic analysis: the cause of delay, the cause to seek medical help, the worry about the disease, and solutions.Conclusions:The delay behavior of patients with advanced lung cancer is affected by external situational factors such as symptom severity, family economic capacity, social support, accessibility of health services, prevalence of novel coronavirus, and subjective psychological factors such as sense of stigma and burden of disease, it is necessary to reduce the occurrence of medical delay in patients with advanced lung cancer through the comprehensive management strategy of multiple channels.
6.Effects of ketamine on cardiovascular system and cognitive function in patients with depression receiving MECT
Ripeng LI ; Hongbo HE ; Yuping NING ; Chunping ZHANG ; Miaoling JIANG ; Xiong. HUANG
The Journal of Practical Medicine 2017;33(16):2670-2673
Objective To investigate the effects of ketamine and propofol on cardiovascular system and cognitive function in the patients with depression during the modified electroconvulsive therapy (MECT). Methods A total of 60 patients with depression treated by MECT were randomly divided into 2 groups. Induced anesthesia with ketamine and propofol were performed respectively during MECT. The course of treatment was 8 times. The mean arterial pressure(MAP)was recorded before therapy and at 5 min after MECT.Depression and the cognitive function were evaluated by using the Hamilton Depression Scale(HAMD)and the Wisconsin Card Sorting Test(WCST)before treatment and 1 day after treatment. Results There was no significant difference in MAP between the two groups after MECT(P > 0.05). The HAMD scores of the two groups were lower than those before treatment(P<0.05). In the total number of errors and the number of random errors,there was no significant difference between two groups (P > 0.05). But in completing classification of WCST ,the ketamine group was better than the propofol group(P<0.05). Conclusion Propofol has no obvious influence on the cognition function and little influence on MAP,so it could be the first choice of anaesthetic for the induction of MECT.
7.Clinical characteristics and outcomes of dengue virus infection during pregnancy
Xiaoni ZOU ; Jingjing LI ; Liyun JIANG ; Jianying HUANG ; Fei WU ; Miaoling LIU ; Yunbin CHEN
Chinese Journal of Infectious Diseases 2017;35(11):680-683
Objective To describe the clinical characteristics and outcomes of dengue virus infection during pregnancy . Methods A retrospective study was performed based on the clinical data of manifestations ,pregnancy outcomes and neonates in patients with dengue virus infection during pregnancy from January 1st ,2014 to December 31th ,2014 at maternity ward in Guangzhou .Results The most common manifestations in patients with dengue virus infection during pregnancy were fever (100 .0% ) , body soreness (42 .9% ) ,headache (41 .3% ) ,cutaneous rash (41 .3% ) ,fatigue (34 .9% ) and muscle pain or arthralgia (17 .5% ) , nausea and vomiting (12 .7% ) . The decline proportions of leukocyte , platelet and neutrophil count were 17 .5% ,20 .6% and 6 .3% ,respectively ,and the lowest point was observed on 5 — 6 days after the onset of illness .Miscarriage was observed in 3 pregnant patients (4 .8% , all in the first trimester ) ,intra-uterine death in one patient (1 .6% ,at 22 weeks of gestation) and artificial abortion in 2 cases .A total of 48 patients delivered ,among whom caesarean section rate was 37 .5% , prematurity rate was 12 .5% and low birth weight rate was 8 .2% .Maternal – foetal vertical transmission happened in 2 cases .Sequence alignment demonstrated that the homologies of the nucleic acids and amino acids within each dengue virus vertical transmission mother-infant pairs were > 99 .9% .Conclusions The manifestations of dengue virus infected women with pregnancy are not specific .Early detection and early diagnosis should be made according to the history of epidemiology for women with reproductive age in endemic areas .Maternal dengue virus infection during pregnancy might cause vertical transmission and is correlated with bad outcomes of pregnancy , including miscarriage , intra-uterine death and premature birth .Perinatal infection might cause maternal-foetal vertical transmission .
8.A prospective validation of NEWS, CREWS and BAP-65 among patients with AECOPD
Wenting HUANG ; Miaoling CUI ; Yun JIANG ; Lan KE ; Xiaoying LIU ; Wangyang LU
Chinese Journal of Nursing 2017;52(3):381-384
Objective To compare the efficiency of National Early Warning Score (NEWS),Chronic Respiratory Early Warning Score(CREWS) and BAP-65(elevated Blood urea nitrogen,Altered mental status,Pulse>109bpm,age>65 years)among patients with AECOPD (acute exacerbations of chronic obstructive pulmonary disease).Methods Totally 181 patients with AECOPD were investigated by these three scales,and the efficiency of NEWS,CREWS and BAP-65 was compared.Results The scores of NEWS,CREWS and BAP-65 in the death group were higher than those in the survival group and the general ward group(P<0.01).Regarding the predicted results of hospital death,the area under the ROC curve of NEWS,CREWS and BAP-65 was 0.878,0.836 and 0.774,respectively,and the differences were not statistically significant(P>0.05);for predicted results of ICU admission,the area under the ROC curve of NEWS,CREWS and BAP-65 was 0.826,0.813 and 0.716,respectively,and the differences were not statistically significant (P>0.05).Conclusion NEWS,CREWS and BAP-65 have satisfied predictive efficiency for prognosis,and NEWS and CREWS are much easier and faster to use.
9.The Impact of Humanistic Spirit Cultivation on Nursing Students' Ethical Cognition
Yun JIANG ; Lianzhao YANG ; Miaoling CUI ; Huiqiao HUANG ; Xiaoying LIU
Chinese Medical Ethics 2015;(1):70-72
Objective:To investigate the impact of humanistic spirit cultivation on nursing students' ethics cog-nition. Method:Total 364 internship nursing students in 2010 were taken as the control group with the routine clini-cal teaching method, 381 in 2014 as the experimental group, not only a routine clinical teaching method but also to increase of their humanistic spirit culture. Results:Humanity spirit cultivation before and after practice nursing students in medical security system cognition difference is not significant, but in medical optimization, the patients right of informed consent, the life value differences of cognitive and ethical cognitive dimension score was statisti-cally significant ( P<0 . 05 ) . Conclusions:Humanistic spirit culture promote the practice of nursing students to raise the level of moral cognition foundation for humanity quality education and nursing ethics education, should further strengthen the diversification of internship training nursing students humanistic spirit.
10."Survey of the nursing ethics cognition status after carrying out the ""High quality nursing service demonstration project"" in Guangxi Zhuang Autonomous Region"
Miaoling CUI ; Yun JIANG ; Yanping YING ; Li YANG ; Qin WEI ; Xiaoying LIU
Chinese Journal of Practical Nursing 2015;31(1):9-12
Objective We aimed to investigate the nurses' ethics cognition status and its influencing factors after carrying out the High quality nursing service demonstration project in Guangxi Zhuang Autonomous Region.Methods From May to June 2014,379 clinical nurses from 59 hospitals of different grades in Guangxi Zhuang Autonomous Region were investigated with the self-designed questionnaire.Results After carrying out the High quality nursing service demonstration project,the total score of the nurses' ethics cognition were (51.29±3.46),which was higher than those in 2010.There was no statistical difference in cognition of medical confidentiality between 2014 and 2010,but it showed significant statistical differences in dimensions of medical optimization,informed consent,the value of life,t value was 11.389,7.448 and 2.126,P <0.05.The multiple linear regression analysis showed that nurse-job seniority and hospital hierarchy of clinical nurses were influencing factors of nurses' ethics cognition; educational levels,professional title and nurse-job seniority of clinical nurses were influencing factors of medical optimization; nurses' professional title was influencing factor of informed consent; nurse-job seniority,department and hospital hierarchy of clinical nurses were influencing factors of medical confidentiality; nurses' educational level was influencing factor of life value.Conclusions The High quality nursing service demonstration project contributes to improve the level of nurses' ethics cognition.We should strengthen the nursing ethics continuing education system,in order to improve the nurses' comprehensive ethics cognition.

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