Objective: To analyze the influence of stress and psychological resilience on the dietary behavior of middle school students so as to privide a basis for the development of policies and interventions aimed at improving middle school students dietary behavior. Methods: A total of 8 874 middle school students in Shanghai were surveyed using stratified cluster random sampling method from November 2019 to January 2020. The questionnaire included general information, dietary behavior, Perceived Stress Scale (PSS-10) and Connor-Davidson Resilience Scale (CD-RISC-10). Factor analysis was used to analyze the dietary behavior model. Logistic regression model was used to explore the correlation between stress, psychological resilience and dietary behavior in adolescents. Besides, a structural equation model was established to analyze the mediating effect of psychological resilience on stress and dietary behavior. Results: The total score of psychological resilience among middle school students was (27.99±9.83), and the total score of stress was (25.56±7.06). Factor analysis categorized dietary behavior into two types: the high energy dietary behavior and balanced dietary behavior. High energy dietary behavior exhibited statistically significant differences across genders and schooling stage ( χ 2=41.37, 204.03), while balanced dietary behavior showed statistically significant differences across schooling stage and socioeconomic status ( χ 2=130.23, 96.53) (all P <0.01). Logistic regression analysis showed that adolescents with moderate and high stress levels had an increased risks of high energy dietary behavior ( OR=1.25, 95%CI =1.12-1.39; OR=1.58, 95% CI = 1.39-1.79) and a reduced likelihood of reduced balanced dietary behavior ( OR=0.73, 95%CI =0.65-0.81; OR=0.53, 95%CI =0.47-0.60); adolescents with high levels of psychological resilience had a decreased risk of highenergy dietary behavior ( OR= 0.73 , 95%CI =0.65-0.83), and those with moderate and high resilience levels showed improved balanced dietary behavior ( OR= 1.45 , 95%CI =1.29-1.62; OR=2.50, 95%CI =2.21-2.84) (all P <0.01). The mediating effect of psychological resilience between stress and high energy dietary behavior or balanced dietary behavior accounted for 15.61% and 56.10% of the total effects, respectively. Conclusions Stress and psychological resilience are the influencing factors of dietary behavior in middle school students. Psychological resilience have a partial mediating effect between stress and high energy dietary behavior or balanced dietary behavior.

OBJECTIVE To evaluate the cost-effectiveness of omalizumab in the treatment of severe allergic asthma from the perspective of healthcare providers in China. METHODS Based on the data from an international multicenter study of omalizumab in the treatment of severe allergic asthma， the Markov model was constructed according to the progression of severe allergic asthma， with a cycle of 4 weeks. Long-term health outcomes and costs of omalizumab combined with standard of care（SoC） regimen versus SoC regimen in the treatment of severe allergic asthma were simulated by using quality-adjusted life years （QALYs） and incremental cost-effectiveness ratio（ICER） as output indexes. One-way sensitivity analysis， probabilistic sensitivity analysis， and scenario analysis were performed to test the robustness of the results. RESULTS Compared with the SoC regimen， ICER for the omalizumab combined with SoC regimen was 107 723.05 yuan/QALY， which was less than the willingness-to-pay（WTP） threshold （268 074 yuan/QALY） calculated by three times per capita gross domestic product（GDP） in China in 2023. The one-way sensitivity analysis showed that the baseline serum level of immunoglobulin E had the greatest impact on the robustness of the model. The probabilistic sensitivity analysis showed that the omalizumab+SoC regimen had a 93.00% probability of being cost- effective. The scenario analysis showed that in the real world， the billing method of omalizumab based on specifications rather than actual usage may increase ICER. CONCLUSIONS Compared with the SoC regimen， the combination of omalizumab and SoC regimen for treating severe allergic asthma is cost-effective， with a WTP threshold of three times China’s per capita GDP

Objective:To develop a risk prediction model for early cardiac arrest in emergency sepsis utilizing a machine learning algorithm to enhance the quality and efficiency of patient treatment.Methods:This study focused on patients with sepsis who received treatment at the emergency room of the First Medical Center of Chinese PLA General Hospital from January 1, 2020 to June 1, 2023. The basic clinical characteristics such as vital signs and laboratory results were collected. Patients who fulfilled the specified inclusion criteria were allocated randomly into a training group and a testing group with a ratio of 8:2. A CatBoost model was constructed using Python software, and the prediction efficiency of the model was assessed by calculating the area under the receiver operating characteristic curve (AUC). Furthermore, the performance of the model was compared to that of other widely employed clinical scores.Results:This study included a cohort of 2 131 patients diagnosed with sepsis, among whom 449 experienced cardiac arrest. The CatBoost model demonstrated an AUC of 0.760, surpassing other scores. Notably, the top 10 predictors in the model were identified as age, lactate, interleukin -6, oxygen saturation, albumin, N-terminal pro-B-type natriuretic peptide, potassium, sodium, creatinine, and platelets.Conclusions:The utilization of this machine learning algorithm-based prediction model offers a more precise basis for predicting cardiac arrest in emergency sepsis patients, thereby potentially improving the treatment efficacy for this disease.

Background At present, insufficient support for enterprise health environment and career development may lead to severe depressive emotion among occupational groups. Objective To investigate current state of depressive emotion and the relationship between health literacy and depressive emotion among occupational groups in Shanghai, and to provide evidence for formulating health management measures to alleviate depressive emotion among the occupational population. Methods This cross-sectional survey, using two-stage stratified sampling, was from December 2022 to February 2023, and selected 2548 active workers from 151 enterprises in Shanghai. A total of 2489 valid questionnaires were returned, with a recovery rate of 97.68%. Health literacy, internality health locus of control, and depressive emotion were evaluated by the Health Literacy Questionnaire, the Multidimensional Health Locus of Control Scale-Internality Health Locus of Control, and the Patient Health Questionnaire Depression Scale-9 item (PHQ-9), respectively. R 4.2.2 software was used for statistical analysis, binary logistic regression model was used to analyze the association between health literacy, internality health locus of control, and the risk of depressive emotion, and multiple linear model was used to analyze the correlation between health literacy, internality health locus of control, and PHQ-9 related indicators (total score, affective score, and somatic score). Results A total of 2489 workers aged 18 years and above in Shanghai were included in the analysis, 868 of them reported depressive emotion, and the positive rate of depressive emotion was 34.9%. The total score, affective score, and somatic score of PHQ-9 in M(P₂₅, P₇₅) were 3.00 (0.00, 6.00), 1.00 (0.00, 4.00), and 1.00 (0.00, 3.00), respectively. The results of binary multiple logistic regression analysis showed that after adjusting for selected confounders, no health literacy (OR=1.32, 95%CI: 1.10, 1.60; P=0.004) and low level of internality health locus of control (OR=1.66, 95%CI: 1.35, 2.05; P < 0.001) were associated with an increased risk of reporting depressive emotion. The results of multiple linear model showed that the lack of health literacy and low internality health locus of control were positively correlated with the total score, affective score, and somatic score of PHQ-9. Conclusion Depressive emotion among the working population in Shanghai is prominent, and more than 1/3 of them report depressive emotion. Lower health literacy and internality health locus of control are related to an increased risk of depressive emotion in the study population. Improving occupational health literacy and enhancing internality health locus of control are expected to prevent depressive emotion in occupational groups.

Objective:To explore the effect of case management of chronic obstructive pulmonary disease (COPD) in the nurse-led clinics.Methods:A total of 50 patients with COPD who met the selection criteria in the outpatient department of the respiratory department of Shantou Central Hospital were enrolled from March 2019 to March 2020. Case management was carried out by specialist nurses in the outpatient department. Body Mass Index (BMI), the forced expiratory volume in one second/predicted value ratio (FEV 1%pred), modified British medical research council (mMRC), 6-min walking distance (6MWD), COPD assessment test (CAT), and St.George Respiratory Questionnaire (SGRQ), basic activities of daily living (BADL) were compared before and after 6 months′ case management. The difference of medication compliance after case management was also analyzed. Results:There were statistically significant differences in the mMRC[(1.9±1.2) vs (1.4±1.1) points], 6MWD[(238.1±84.9) vs (284.1±113.8) m] and CAT scores [(19.7±6.6) vs (17.1±5.9) points], which suggested the improvement of dyspnea, self-conscious symptoms and exercise performance in these patients (all P<0.05). The BADL scores [(87.8±5.4) vs (90.00±7.5) points] and the total score of SGRQ [(48.0±7.3) vs (45.0±6.9) points] were significantly different (both P<0.01). These indicators were improved after the implementation of case management. Patients were followed up for 1 month, 3 months and 6 months, and the improvement of medication compliance score was statistically significant [(7.1±0.8) vs (7.4±0.8) vs (7.7±0.5) points] ( P<0.01). Conclusion:The implementation of respiratory nursing clinic can effectively manage COPD patients, improve medication compliance of patients, so as to improve the degree of dyspnea, self-conscious symptoms, self-care ability and exercise endurance of patients.

Objective: To investigate the prevalence of adolescents dietary behavior in Shanghai, and to explore emotional influence on dietary behavior. Methods: A total of 7 456 students from 10 junior and 6 senior high schools in Shanghai were selected to participate in the questionnaire survey with the stratified random cluster sampling method. The survey included general information, eating behavior, PHQ-2 and GAD-7. Results: During the past week, the proportion of adolescents in Shanghai reported consumption of sugar sweetened beverages, sweet desserts, frequent fried food and fast food (≥4 times/week) were 13.26%, 16.90%, 6.99 % and 13.01%, respectively. The proportion of students reported consumption of fruits, vegetables, milk and breakfast every day were 56.96%, 73.00%, 65.03% and 76.11%, respectively. There were significant differences by sex and educational stages(both P <0.05). Adolescents with depression or anxiety have a higher incidence of unhealthy eating behaviors than those without depression or anxiety( P <0.01). After adjusting for gender, school, accommodation, grades, pocket money and social class, depression and anxiety increase the risk of various unhealthy eating behaviors in adolescents( P <0.05). Compared with those without anxiety, the risks of sugar sweetened beverages consumption (≥1 time/d) among adolescents with mild and moderate to severe anxiety were 1.42 times (95% CI =1.20-1.67) and 2.51 times (95% CI =2.09-3.01), the risks of insufficient fruits consumption (<1 time/d) were 1.30 times (95% CI =1.16-1.45) and 1.28 times (95% CI =1.11-1.47), the risks of insufficient vegetable consumption (<1 time/d) were 1.35 times (95% CI =1.20-1.52) and 1.41 times(95% CI =1.21-1.65), the risks of insufficient milk consumption (<1 time/d) were 1.29 times (95% CI =1.15-1.44) and 1.20 times(95% CI =1.04-1.39), and the risks of breakfast skipping were 1.75 times (95% CI =1.54-1.99) and 2.97 times (95% CI =2.55-3.46) among adolescents with mild and moderate to severe anxiety. Conclusion The proportion of unhealthy eating behaviors among adolescents in Shanghai is still high. Early education and intervention for students eating behaviors should be carried out, and attention should be paid to the occurrence of adolescents negative emotions, so as to reduce the risk of unhealthy eating behaviors among adolescents through the promotion of mental health.

OBJECTIVE：To evaluate the economic value of dapagliflozin combined with metformin in the treatment of type 2 diabetes mellitus （T2DM）. METHODS ：Based on related literatures and phase 3 randomized controlled clinical trial （RCT）of metformin alone or combined with dapagliflozin for T2DM，Markov model was built to simulate the dynamic changes of 3 schemes such as 5 mg dapagliflozin combined with metformin ，10 mg dapagliflozin combined with metformin or metformin alone （the dose of metformin were all 1 500 mg）in the treatment of T 2DM patients without or with complications and death . Quality adjusted life years（QALYs）was used as a health output indicator and the threshold of willingness-to-pay was 3 times of GDP in 2019. Cohort simulation in Markov model was applied to obtain long-term effect and cost of 3 schemes in the treatment of T 2DM. The incremental cost-effectiveness ratio （ICER）was analyzed ；the sensitivity of cost ，utility and discount was analyzed to check the stability of the analysis result. RESULTS ：According to the results of Markov model cohort simulation ，after 10 years of disease progression，compared with metformin alone ，ICER of 5 mg dapagliflozin combined with metformin was 41 259.17 yuan/QALYs， and that of 10 mg dapagliflozin combined with metformin was 92 824.85 yuan/QALYs. Compared with 5 mg dapagliflozin combined with metformin ，ICER of 10 mg dapagliflozin combined with metformin was 1 209 525.95 yuan/QALYs. Extension of termination time to 20 or 30 years had no effect on results. According to the sensitivity analysis ，the change of key parameters in the set range did not affect the model results ，indicating the result was stable. CONCLUSIONS ：For T 2DM，5 mg dapagliflozin combined with metformin is more cost-effective .

OBJECTIVE：To understand the situation of healthcar e workers’occupational exposure of hazardous drugs （chemotherapeutic drugs and antiviral drug ）and relative cognition level ，and to provide reference for improving the level of occupational protection. METHODS ：During Oct. 2018 to Mar. 2019，healthcare workers from 12 hospitals of different levels and different departments in Shaanxi province were selected as respondents to conduct a self-designed questionnaire survey. Information we surveyed contained baseline characteristics ，hazardous drugs exposure ，physical health status ，and occupational protection. Valid questionnaires were collected and analyzed statistically. RESULTS ：A totally of 1 848 questionnaires were sent out ，and 1 767 questionnaires were collected ，including 95 were pharmacists ，100 were physicians ，and 1 572 were nurses. The frequency of diarrhea and menstrual disorders in healthcare workers with long-term exposure to antiviral drugs （antiviral drug exposure group ） and cross-exposure to antiviral drugs and chemotherapeutic drugs （cross-exposure group ）were significantly higher than unexposed group （P＜0.05）. The incidence of routine blood abnormalities in cross-exposure group ，antiviral drug exposure group and healthcare workers with long-term exposure to chemotherapy drugs （chemotherapy drug exposure group ） was higher than unexposed group by 9.13％，5.50％ and 12.34％，respectively. 84.7％ of the respondents had little knowledge of hazardous drugs ， and 8.15％ of the respondents had never received occupational protection training. Additionally ，the ratio of healthcare workers receiving occupational protection training in the cross-exposure group was significantly higher than unexposed group （P＜0.05）， and the ratio of healthcare workers receiving occupational protection training in antiviral drug exposure group were significantly lower than unexposed group （P＜0.05）. CONCLUSIONS ：Long-term exposure to hazardous drugs will cause certain occupational hazards to healthcare workers. It is necessary to improve healthcare workers ’awareness of self-protection ，increase the input of hospitals in occupational protection training and establish occupational protection standards in order to improve the current situation of occupational protection of healthcare workers.

Objective:To evaluate the clinical effects of painting therapy on fatigue, anxiety and depression in patients with hematological neoplasms undergoing chemotherapy.Methods:Totally 78 patients with hematological neoplasms admitted to the laminar flow ward in a tertiary hospital in Shanghai from October 2018 to May 2019 were enrolled. Patients who were included from October 2018 to January 2019 constituted the control group (39 cases), others from February to May 2019 constituted the intervention group (39 cases). Patients in both groups received routine health education and psychological care, and the intervention group received extra 4 weeks of painting intervention once a week. The Revised Piper Fatigue Scale (PFS-R), Self-rating Anxiety Scale (SAS) and Self-rating Depression Scale (SDS) were used to assess fatigue and emotional status of two groups during chemotherapy before the intervention, after the intervention and one month after the intervention. One case in control group was lost to follow-up while three cases in intervention group.Results:At 2 times points after painting therapy, total fatigue、anxiety and depression score in the intervention group were (4.04±0.91), (48.81±3.92), (46.06±4.53), (3.55±0.84), (47.47±4.33), (45.17±4.74) points; those in the control group were (5.34±1.18), (51.13±3.88), (50.63±4.36), (5.07±1.40), (52.74±4.04), (51.24±4.01) points.The time effect on fatigue of each dimension and total scores, anxiety and depression scores was significant ( F values were 48.859-126.096, P<0.05); the group effect and the interaction effect of intervention and time on sensory, emotional, behavioral and total fatigue scores, anxiety and depression scores were significant ( F values were 6.037-37.014, P<0.05; F values were 7.696-35.754, P<0.05). Conclusion:Painting therapy can effectively alleviate fatigue and relieve anxiety and depression in patients with hematological neoplasms undergoing chemotherapy.

In this paper, the research has been conducted by the Microsoft kinect for windows v2 for obtaining the walking trajectory data from hemiplegic patients, based on which we achieved automatic identification of the hemiplegic gait and sorted the significance of identified features. First of all, the experimental group and two control groups were set up in the study. The three groups of subjects respectively completed the prescribed standard movements according to the requirements. The walking track data of the subjects were obtained straightaway by Kinect, from which the gait identification features were extracted: the moving range of pace, stride and center of mass (up and down/left and right). Then, the bayesian classification algorithm was utilized to classify the sample set of these features so as to automatically recognize the hemiplegia gait. Finally, the random forest algorithm was used to identify the significance of each feature, providing references for the diagnose of disease by ranking the importance of each feature. This thesis states that the accuracy of classification approach based on bayesian algorithm reaches 96%; the sequence of significance based on the random forest algorithm is step speed, stride, left-right moving distance of the center of mass, and up-down moving distance of the center of mass. The combination of step speed and stride, and the combination of step speed and center of mass moving distance are important reference for analyzing and diagnosing of the hemiplegia gait. The results may provide creative mind and new references for the intelligent diagnosis of hemiplegia gait.
Algorithms ; Bayes Theorem ; Gait ; Gait Analysis ; methods ; Gait Disorders, Neurologic ; diagnosis ; Hemiplegia ; complications ; Humans ; Walking