1.Statistical approaches to causal inference in environmental epidemiology: Methodological introductions and R implementations
Guiming ZHU ; Wanying LIU ; Yanchao WEN ; Simin HE ; Qian GAO ; Tong WANG
Journal of Environmental and Occupational Medicine 2026;43(2):253-260
Environmental pollution is a significant public health challenge worldwide, and investigating the causal relationship between environmental exposure and population health outcomes is a key objective of environmental epidemiology research. In recent years, the complexity of environmental exposures has increasingly come to the forefront, making it challenging for observational studies that dominate environmental epidemiology to accurately estimate causal effects. Causal inference methods are particularly advantageous in controlling for confounding factors, thus holding great potential in environmental epidemiology research. Researchers can use appropriate causal inference methods to simulate the process of randomization, providing strong support for revealing the causal relationship between environmental exposure and health outcomes. However, there is a lack of reviews on the application of causal inference methods in environmental epidemiology studies in China. Therefore, this study introduced the basic principles of common causal inference statistical methods in environmental epidemiology, summarized the applicable conditions, advantages and disadvantages of various methods, and provided R software implementation codes for these methods, aiming to offer guidance for optimizing research design and practicing causal inference statistical methods.
2.Research on the Value Synergy Path of Public Hospital Salary System Reform Based on Public Value Theory
Wanying ZHAO ; Dian ZHOU ; Xuezhen LIU
Chinese Hospital Management 2025;45(6):11-15
Under the background of deepening the reform of medical and health system,the reform of public hos-pital salary system reform faces the dual challenges of realizing the value of knowledge and maintaining public wel-fare.Based on the public value theory,it constructs a synergistic analytical framework of"knowledge value and pub-lic welfare"to reveal the internal logic and realization path of public hospital pay system reform.Through the mecha-nisms of policy design reconstruction,assessment system innovation,remuneration structure optimization and multi-dimensional collaborative governance,the current systemic obstacles such as incentive alienation,misalign-ment of assessment,and insufficient financial compensation can be effectively solved.It is necessary to build a pub-lic value target,construct a synergistic system of"constraints and incentives",and activate the main motivation of medical staff to form a closed loop of"target-setting-mechanism-driven-practice-feedback"value cycle.It pro-vides a theoretical innovation path for the reform of public hospital remuneration system,and has important reference value for balancing the efficiency and fairness of medical services.
3.Research on the Incentive Mechanism of Public Hospital Salary System Reform Based on the Principal-agent Theory
Xuezhen LIU ; Dian ZHOU ; Wanying ZHAO
Chinese Hospital Management 2025;45(6):16-20
Objective To explore and analyze the incentive changes before and after the implementation of the annual salary system in public hospitals to provide guidance for the implementation.Methods Using the principal-agent theory,construct the structure and model of government,hospitals and doctors,and analyze the salary incentive before and after the implementation of the annual salary system.Results Former doctors"seek profit"and hospital"income orientation"conflict with the government public welfare goals;after implementation,doctors transfer"public welfare"and hospital and government goals seek"public welfare coordination",but there are also new problems such as insufficient incentives.Conclusion If public hospitals successfully implement the annual salary system,they should adopt fine parameter design,supporting system and dynamic equilibrium mechanism.
4.The values of systemic inflammatory immune nutritional score in predicting the prognosis of immunotherapy for advanced gastric cancer
Ming MA ; Wanying WANG ; Yuli RUAN ; Chao LIU ; Yanqiao ZHANG ; Zhigang MA
Practical Oncology Journal 2025;39(1):39-48
Objective The aim of this study was to explore the predictive value of the systemic inflammatory immune nutri-tion score(SIINS)for the prognosis of immunotherapy for advanced gastric cancer.Methods A retrospective analysis was conducted on the clinical data of 202 patients with advanced gastric cancer who received treatment with programmed death-1(PD-1)inhibitors at the Harbin Medical University Cancer Hospital from October 2018 to July 2022.The LASSO regression analysis was used to screen prognostic indicators,construct SIINS indicator,determine the optimal cutoff value for predicting prognosis using subject operating characteristic curves,and divide patients into the high SIINS and low SIINS groups.Independent prognostic factors for overall survival(OS)were determined using univariate and multivariate Cox regression analyses.Results Four indicators,including lymphocyte count,lactate dehydrogenase,and neutrophil lymphocytes,were selected to construct the SIINS index.The prognosis of patients in the high SIINS group was significantly lower than that in the low SIINS group(P<0.05).The results of the multifactorial Cox regression a-nalysis showed that the Eastern Cooperative Oncology Group(ECOG)score,Geriatric Nutritional Risk Index(GNRI),SIINS,treatment regimen,and number of treatment lines(P<0.05)could serve as the independent predictive prognosis of immunotherapy for advanced gastric cancer.Conclusion SIINS can predict the prognosis of patients with advanced gastric cancer treated with PD-1 inhibitors.
5.Bibliometrics and Visualization Analysis of Podophyllotoxin Literature Based on Web of Science Database
Yuanhui GUO ; Baixuan SHEN ; Jialin WANG ; Wanying WANG ; Jiajia DUAN ; Chuanxin LIU
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(2):508-521
Objective To provide reference for future basic research and clinical research,the research status and trend of podophyllotoxin were explored.Methods Based on Citespace and R software,the co-occurrence map,keyword clustering and burst analysis of the English literature on podophyllotoxin in the Scientific Core Collection(WoSCC)were carried out to explore the research hotspots and analyze the frontier progress.Results A total of 1220 papers on podophyllotoxin published by 531 institutions from 77 countries and regions were retrieved.The number of published papers showed an overall upward trend.The analysis of the author 's cooperation network map showed that there was cooperation and communication between the authors,but it was relatively scattered,and the cooperation was not close.This phenomenon also existed in the relationship between research institutions.The country with the largest number of papers was China,and the institution was Lanzhou University.869 authors participated in the research in this field,and 422 academic journals published papers on podophyllotoxin.Among them,podophyllotoxin,derivatives,analogues,biological evaluation and etoposide had a high frequency of occurrence,indicating that these fields had high attention and great research potential.Conclusion In recent years,the research on podophyllotoxin and its derivatives in the treatment of tumors has developed rapidly.In addition,the pharmacological effects and gene regulation of podophyllotoxin are also new research trends.The research hotspots show a trend of diversification,which provides strong evidence for further exploring the molecular mechanism of podophyllotoxin in the treatment of various diseases.However,the lack of relatively in-depth basic research has limited the development of clinical research.
6.Correlation between leisure crafting and post competence among anesthesia specialist nurses
Wanying ZHANG ; Yaying ZHOU ; Li WANG ; Yuemei YOU ; Zhimin WU ; Guihua LI ; Lu ZHANG ; Xiaomei LIU ; Linglin ZHANG
Chinese Journal of Medical Education Research 2025;24(7):996-1002
Objective:To investigate the status of leisure crafting and post competence and their correlation among anesthesia specialist nurses.Methods:A convenience sampling method was used to conducted a questionnaire survey on 280 anesthesia specialist nurses at grade A tertiary hospitals in 19 provinces of China. Data were collected using a general information questionnaire, the Chinese version of Leisure Crafting Scale, and the Post Competency Scale for Anesthesia Specialist Nurses. SPSS 24.0 was used for t test and one-way analysis of variance. A Pearson correlation analysis was used to assess relationships between variables. Results:The total score of leisure crafting was (30.41±6.69) and the average score was (3.38±0.74). The total score of post competency was (141.76±21.76) and the average score was (3.73±0.57). A positive correlation was observed between leisure crafting and post competency ( r=0.215, P<0.01). Conclusions:Managers should encourage anesthesia specialist nurses to actively engage in leisure crafting and provide diverse opportunities for leisure crafting to improve their post competence and ultimately the quality of anesthesia nursing.
7.Effects of early enteral and parenteral nutrition support on the growth, development, and metabolomics of low-birth-weight newborns
Guojing JI ; Fei YANG ; Wanying GUO ; Yanfeng ZHAO ; Huiyuan LIU
Chinese Journal of Primary Medicine and Pharmacy 2025;32(5):723-729
Objective:To investigate the effects of early enteral and parenteral nutrition support on the growth, development, and metabolomics of low-birth-weight newborns.Methods:Ninety low-birth-weight newborns admitted to Hangzhou Maternity and Child Health Care Hospital from April 2022 to April 2024 were included in this retrospective study. They were randomly divided into a control group ( n = 45) and an intervention group ( n = 45) according to different intervention methods. The control group received routine traditional nutritional support, while the intervention group received early enteral and parenteral nutrition support. Data were collected on the growth and development status of the newborns, as well as their feeding conditions. Gastric fluid pH value, frequency of bowel sounds, and level of direct bilirubin were recorded. Physical condition was also assessed. The Neonatal Behavioral Neurological Assessment (NBNA) was used to evaluate the neurobehavioral status of the newborns. Additionally, the incidence of complications was recorded for both groups, and metabolomic changes were analyzed. Results:After intervention, the control group exhibited a time to regain birth weight of (20.67 ± 8.31) days, a time to reach a body weight of 2.0 kg of (53.57 ± 12.51) days, a lowest recorded body weight of (1.32 ± 0.21) kg, a body weight loss percentage of (12.31 ± 5.52)%, and a body weight gain of (15.02 ± 2.30) g/(kg/d). In contrast, the intervention group demonstrated a time to regain birth weight of (14.31 ± 5.62) days, a time to reach a body weight of 2.0 kg of (39.21 ± 9.32) days, a lowest recorded body weight of (1.01 ± 0.17) kg, a body weight loss percentage of (7.84 ± 4.92)%, and a body weight gain of (17.74 ± 3.94) g·kg?1·d?1. All differences between the two groups were statistically significant ( t = 4.28, 9.96, 7.69, 4.05, 4.11, all P < 0.001). The difference in the lowest body weight day between the two groups of children was not statistically significant ( P > 0.05). After intervention, the control group had an initial oral feeding duration of (8.30 ± 1.37) days, with a vomiting frequency of (10.25 ± 2.20) times, a daily milk intake of (35.38 ± 3.94) mL, a gastric fluid pH value of (3.85 ± 0.20), bowel sounds of (4.94 ± 0.97) times/minute, and a direct bilirubin level of (41.98 ± 25.76) mmol/L. In contrast, the intervention group showed an initial oral feeding duration of (4.01 ± 0.76) days, a vomiting frequency of (5.61 ± 1.24) times, a daily milk intake of (43.54 ± 4.07) mL, a gastric fluid pH value of (3.41 ± 0.12), bowel sounds of (5.86 ± 1.11) times/minute, and a direct bilirubin level of (28.98 ± 18.10) mmol/L. The differences between the two groups were statistically significant ( t = 18.36, 12.32, 9.66, 12.65, 4.18, 2.77, all P < 0.05). After intervention, the control group had a body length of (40.32 ± 1.84) cm, a body weight of (1.47 ± 0.55) kg, and a head circumference of (29.21 ± 1.07) cm. The intervention group had a body length of (45.00 ± 2.16) cm, a body weight of (1.83 ± 1.03) kg, and a head circumference of (30.14 ± 1.35) cm. The differences between the two groups were statistically significant ( t = 11.06, 2.06, 3.62, all P < 0.05). At 40 weeks of corrected gestational age post-intervention, the control group had a NBNA score of (30.11 ± 2.41), whereas the intervention group had an NBNA score of (34.52 ± 2.82). The difference between the two groups was statistically significant ( t = 7.97, P < 0.05). The number of patients experiencing common complications in the intervention group was lower than that in the control group [8 (17.78%) vs. 28 (62.22%), χ2 = 18.51, P < 0.05]. The control group had glycine levels of (94.07 ± 19.78) μmol/L, valine levels of (99.53 ± 13.42) μmol/L, homocysteine levels of (10.87 ± 4.43) μmol/L, cystatin levels of (233.71 ± 35.02) μmol/L, and methionine levels of (20.54 ± 4.67) μmol/L. The intervention group had glycine levels of (79.21 ± 17.54) μmol/L,valine levels of (88.70 ± 12.96) μmol/L, homocysteine levels of (13.68 ± 7.66) μmol/L, cystatin levels of (256.54 ± 35.49) μmol/L, and methionine levels of (22.97 ± 5.49) μmol/L. The differences between the two groups were statistically significant ( t = 3.77, 3.89, 2.13, 3.07, 2.26, all P < 0.05). Conclusions:Early enteral and parenteral nutritional support for low-birth-weight infants can restore their growth and development status, improve feeding conditions, enhance gastrointestinal function, and improve levels of metabolomic-related indicators.
8.Development and validation of the rapid health aging assessment scale for the Chinese population
Bingqi YE ; Jialu YANG ; Jianhua LI ; Wunong CHEN ; Jianhua YE ; Xiaotao ZHOU ; Yong WANG ; Siqi LI ; Qi ZHANG ; Wanying ZHAO ; Jiayi SONG ; Chun WANG ; Yan LIU ; Min XIA
Chinese Journal of Preventive Medicine 2025;59(7):1078-1083
Objective:To develop a rapid assessment scale for healthy aging suitable for the Chinese population.Methods:Based on existing healthy aging assessment scales, national standards, and expert consensus, an initial Healthy Aging Rapid Assessment Scale was drafted through two rounds of expert consultation. A pre-survey was conducted with 3 220 subjects recruited from Guangzhou between July 2023 and July 2024. Items were screened through item analysis and exploratory factor analysis to form the final scale. Reliability and validity of the final scale were validated across five cities: Guangzhou, Dongguan, Shenzhen, Baoding, and Chuxiong.Results:The initial version comprised 36 items, while the finalized scale contained 18 items across three dimensions: metabolic health, mental health, and cognitive health. Test-retest reliability ranged from 0.71 to 0.81 across all study sites. The Spearman-Brown coefficient varied between 0.91-0.96, Cronbach′s α between 0.77-0.83, comparative fit index (CFI) between 0.90-0.98, goodness-of-fit index (GFI) between 0.90-0.99, and root-mean-square error of approximation (RMSEA) between 0.03-0.09. For the three dimensions, reliability and validity metrics demonstrated consistency: Spearman-Brown coefficients 0.87-0.99, Cronbach′s α 0.77-0.83, CFI 0.90-0.98, GFI 0.90-0.99, and RMSEA 0.03-0.09 across four regions.Conclusion:The developed Healthy Aging Rapid Assessment Scale for the Chinese population exhibits robust reliability and validity.
9.Research Progress on Chemical Composition and Pharmacological Effects of Sinopodophyllum hexandrum and Predictive Analysis on Q-marker
Yan LEI ; Yuzhuo LI ; Wanying WANG ; Lu SU ; Jiao KONG ; Ding LI ; Hongyan JIA ; Chuanxin LIU
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(6):1555-1577
Sinopodophyllum hexandruma is a traditional Chinese medicine in China,which is mostly distributed in Gansu,Shaanxi,Sichuan,Qinghai,Yunnan and Xizang,etc.In recent years,with the gradual deepening of the research on the chemical composition and pharmacology-toxicology of Sinopodophyllum hexandruma,its antitumour and antiviral pharmacodynamic evaluation has increasingly become a research hotspot in the industry.Based on the chemical structure,pharmacological properties and the theoretical basis of quality markers(Q-markers),this paper presents an in-depth literature review and analysis of the chemical composition,pharmacological activities and Q-markers of Sinopodophyllum hexandruma,and systematically explores and predicts the Q-markers of Sinopodophyllum hexandruma.It is proposed that Podophyllotoxin,picropodophyllotoxin,podophyllotoxinone,quercetin,kaempferol,quercetin-3-O-β-glucoside can be used as the Q-marker of Sinopodophyllum hexandruma.In the later stage,these index components can be selected to control the whole quality of Sinopodophyllum hexandrum,and provide some data support and theoretical reference for the quality evaluation of Sinopodophyllum hexandrum.
10.Research on the Value Synergy Path of Public Hospital Salary System Reform Based on Public Value Theory
Wanying ZHAO ; Dian ZHOU ; Xuezhen LIU
Chinese Hospital Management 2025;45(6):11-15
Under the background of deepening the reform of medical and health system,the reform of public hos-pital salary system reform faces the dual challenges of realizing the value of knowledge and maintaining public wel-fare.Based on the public value theory,it constructs a synergistic analytical framework of"knowledge value and pub-lic welfare"to reveal the internal logic and realization path of public hospital pay system reform.Through the mecha-nisms of policy design reconstruction,assessment system innovation,remuneration structure optimization and multi-dimensional collaborative governance,the current systemic obstacles such as incentive alienation,misalign-ment of assessment,and insufficient financial compensation can be effectively solved.It is necessary to build a pub-lic value target,construct a synergistic system of"constraints and incentives",and activate the main motivation of medical staff to form a closed loop of"target-setting-mechanism-driven-practice-feedback"value cycle.It pro-vides a theoretical innovation path for the reform of public hospital remuneration system,and has important reference value for balancing the efficiency and fairness of medical services.

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