Possibilities of using econometrical methods in studying of interregional interactions of migration in transportation by A. A. Bychkova

“…The results of the study showed that it is possible to study migration flows by spatial autocorrelation methods, and the main explanation of this process is socio-economic factors. Regression analysis revealed a significant correlation between migration flows and such factors as income level, development of transportation infrastructure, accessibility, education and other factors calculated in absolute units. …”
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Exposure to persistent organic pollutants and sarcopenia: Revealing associations, mediated modifications, and potential mechanisms by Jinlong Tao, Jinchan Zhai, Jiaqi Yang, Qiang Niu, Yunhua Hu, Yizhong Yan

“…Logistic regression and restricted cubic splines assessed individual effects, while weighted quantile sum regression (WQS), Bayesian kernel machine regression (BKMR), and quantile-based g-computation examined mixed effects. …”
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Development and validation of a nomogram for predicting immunotherapy outcomes in lung cancer patients using clinical and blood biomarkers by Ting Ouyang, Fei Zhang, Yan Yang, Tianwei Luo, Ao Chen, Ning Han, Jun Qian, Xiaoyuan Chu, Chao Chen, Mi Yang

“…Independent prognostic factors for overall survival (OS) and progression-free survival (PFS) were identified using LASSO regression and multivariate Cox regression. …”
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Predicting exploratory thoracotomy in non-small cell lung cancer: a computed tomography based nomogram approach by Fuqiang Dai, Chengyi Mao, Guangkuo Guo, Longyong Mei, Yonggeng Feng, Zipeng Hao, Xintian Wang, Letian Zhang, Bo Deng

“…Methods Clinical and radiological data of central NSCLC patients who underwent R0 resection or exploratory thoracotomy from January 2017 to June 2023 were retrospectively reviewed. Independent risk factors for exploratory thoracotomy were identified through a multivariate regression analysis. …”
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Prognostic value of CONUT score combined with sICAM⁃1 in predicting peritoneal dialysis⁃associated peritonitis by LIU E，LIAO Chaoyan，LU Haixia，QIN Zuolian

“…The clinical data，CONUT scores and sICAM⁃1 levels of patients were compared between the two groups，and the related factors affecting the prognosis of PDAP patients were analyzed by multivariate logistic regression. …”
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Screening of ferroptosis genes related to the prognosis of cervical cancer and construction of a prognostic model by Yue CHEN, Wenxin CHEN, Yi JIANG, Dong ZHANG, Boqun XU

“…Univariate Cox regression analysis was used to further screen out genes related to the prognosis of cervical cancer. …”
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Development and Validation of a Dynamic Online Nomogram for Predicting Inpatient Fall Risk: A Cohort Study by Jiang S, Zhao F, Liang Y, Wang S, Xu Q, Wang R, Wu T, Yang H

“…Model 1 incorporated all selected variables, while Model 2 emphasized clinically relevant factors. Discriminatory power, calibration, and clinical decision curve analysis were conducted for both models.Results: LASSO regression identified 14 key variables, reduced to 11 in Model 1 and 6 clinically relevant variables in Model 2. …”
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Machine learning-based prognostic model for bloodstream infections in hematological malignancies using Th1/Th2 cytokines by Qin Li, Nan Lin, Zuheng Wang, Yuexi Chen, Yuli Xie, Xuemei Wang, Jirui Tang, Yuling Xu, Min Xu, Na Lu, Yiqian Huang, Jiamin Luo, Zhenfang Liu, Li Jing

“…Logistic regression identified risk factors for 30-day mortality. …”
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Correlation between serum Visfatin and cognitive impairment in maintenance hemodialysis patients by Wang Xiao-qi, Liu Cong-hui, Ma Ye-ping, Cao Qian-ying, Shao Feng, Li Zhong-xin

“…Multivariate logistic regression was employed for analyzing the independent influencing factors for CI. …”
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The influence of subjective well-being on anxiety, depression and quality of life in patients with functional dyspepsia by Guizhen Yong, Xi Wang, Yan Xu, Guobin He

“…Satisfaction with life scale and affect balance scale, Generalized anxiety disorders-7, Patient healthy questionnaire-9, Dyspepsia symptoms severity(DSS)and Nepean dyspepsia index (NDI) were used to assess SWB, anxiety, depression, symptoms severity and QoL, respectively. The results were analyzed using one-way analysis, t-test, Pearson’s correlation, and multiple linear regression. …”
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Competence and training needs in cancer pain management among nurses: a cross-sectional study by Ting Dong, Lingcao Ma, Xiaolin Song, Sisi Wang, Hanqing Dai, Kunhua Hou

“…Group comparisons were conducted using t test and analysis of variance. Associated factors were analyzed through Pearson’s correlation analysis and multivariate linear regression.ResultsNurses demonstrated a moderate level of competence on the Nurses’ Cancer Pain Management Competency Scale. …”
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MET Exon 14 Skipping Mutations in Lung Cancer: Clinical–Pathological Characteristics and Immune Microenvironment by Qianqian Xue, Yue Wang, Qiang Zheng, Ziling Huang, Yicong Lin, Yan Jin, Yuan Li

“…Univariate Cox regression analysis assessed factors associated with disease-free survival (DFS). …”
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INSTITUTIONAL RATIONALIZATION OF MANAGEMENT FOR STABLE PROGRESS OF RURAL AREAS by Marina Sergeevna IURKOVA, Anna Alexeevna GOLUBEVA, Valentina Ivanovna TROFIMOVA, Natalia Vladimirovna PROVIDONOVA

“…A multi-stage sampling technique was used to select 100 young cassava farmers and data collected were analyzed using simple descriptive statistics and probit regression analysis. …”
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A case-control study on association between shift work and type 2 diabetes mellitus by Can LIU, Jing FAN, Weile WU, Wenjiong LIANG, Yulong LIAN, Suzhen GUAN

“…General demographic characteristics, behavioral habits, medical history, and shift work exposure data (including shift patterns, frequency, and length of service) 5 years prior to diagnosis were collected through standardized questionnaires. Logistic regression adjusted for selected confounders was employed to evaluate the association between shift work and T2DM.ResultsThe logistic regression analysis demonstrated that shift work was associated with an increased risk of T2DM. …”
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Blood pressure variability combined with coagulation function in early prediction and outcome assessment of germinal matrix-intraventricular hemorrhage in preterm infants with gest... by Lijun Jiang, Qian Yu, Hui Li, Fudong Wang, Feng Liu, Zhenxing Xu

“…Coagulation function and BPV indexes were collected at admission. Univariate analysis, logistic regression model, and receiver operating characteristic curve were used to analyze the relationship between indexes and the occurrence and outcome of GMH-IVH in preterm infants.…”
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Liver function differences in atherosclerotic cardiovascular disease: a multi-ethnic dual-cohort retrospective study by Yifei Wang, Yifei Wang, Zichen Zhang, Wenbo Ren, Lin Shi, Taiyu Zhai, Jing Huang

“…Liver function indicators, including enzymatic, protein synthesis, bilirubin metabolism indices, and lipid profile parameters, were analyzed. Inclusion and exclusion criteria were rigorously applied, followed by univariate regression, multivariate regression and stratified subgroup analyses.ResultsHepatocyte damage indicators (aspartate aminotransferase, alanine aminotransferase, gamma-glutamyl transferase, alkaline phosphatase) and total bilirubin were identified as risk factors for ASCVD. …”
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Anamnestic prediction of bucket handle compared to other tear patterns of the medial meniscus in stable knees by Barak Haviv, Shlomo Bronak, Yona Kosashvili, Rafael Thein

“…Results: Analysis of the multivariate logistic regression yielded 3 statistically significant independent anamnestic risk factors for predicting isolated bucket handle tears of the medial meniscus: male gender (OR, 9.7; 95% CI, 1.1–37.6), locking events (OR, 4.6; 95% CI, 1.8–11.3) and pain in extension (OR, 6.9; 95% CI, 2.5–23.7). …”
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Application and evaluation of the global trigger tool approach to adverse drug event monitoring in the high-risk elderly inpatients with multiple chronic diseases by Na Li, Xiao-Min Lv, Chen-Yang Jiao, Dong-Li Zhang, Lin-Wei Chen, Yi-Ling Chang, Jin-Fang Song, Jin-Fang Song

“…Using binary logistic regression analysis, the risk factors were age and number of positive trigger detections for predicting the occurrence of ADEs. …”
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Drivers and patterns of antibiotic use in small to medium-sized chicken farms in selected districts of Nepal by Jeevan Adhikari, Sharada Thapaliya, Reshmi Munakarmi, Pawan Acharya, Hom Bahadur Basnet, Narayan Paudyal

“…A cross-sectional questionnaire survey was conducted among 180-layer poultry farmers in Makawanpur (n = 45), Chitwan (n = 30), Dang (n = 46), and Pokhara (n = 59). Data were analyzed using descriptive statistics and multivariable logistic regression analysis. …”
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Association between serum lipase levels and chronic kidney disease stages. by Gui Zhang, Zuojie Li, Cheng Xin Xu

“…Multivariate logistic regression analysis identified several associated factors of CKD stages, including Scr (OR=1.01; 95% CI 1.01-1.02; P < 0.001), BUN (OR=1.17; 95% CI 1.07-1.29; P < 0.001), age (OR=1.03; 95% CI 1.01-1.05; P = 0.019), and serum lipase (OR=1.02, 95% CI 1.01-1.03, P < 0.001). …”
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