Analysis of Hospital-Acquired Infections in a Chinese Specialized Rehabilitation Hospital: A Five-Year Surveillance Study (2020-2024) by Li Q, Wang D, Fan H

“…Respiratory tract infections were most common (42%), with ventilator-associated pneumonia accounting for 28% of all infections. Statistical analysis identified several significant risk factors through both Poisson and Quasi-Poisson regression models. …”
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Application of Energy Dispersive X-ray Fluorescence Spectroscopy in Analysis of Heavy Metals in Soil: A Review by Aosong JIANG, Longhua WU, Zhu LI

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How Do Educational Settings Influence College Students’ Reading Behavior? An Empirical Study of China’s Top Universities by Chen Jiang, Yingxue Yang, Xilin Yuan, Liling Sun

“…This study analyzed a logistic regression model based on 1667 samples from 19 top universities in China, followed by cross-analysis using contingency tables. …”
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Analysis of impaired self-care ability after stroke and its influencing factors among urban and rural elderly people in Henan province: a cross-sectional survey by Hongji ZENG, Weijia ZHAO, Anqi LIU, Rui WANG, Wenjuan WANG, Qingfeng TIAN

“…ResultsAmong the 3 067 elderly people after stroke in Henan province finally included in the analysis, 554 had impaired self-care ability, with an impairment rate of 18.06% after stroke; the impairment rates of self-care ability after stroke among urban and rural elderly people in Henan province were 10.96% and 20.00%, respectively, and the impairment rate of self-care ability after stroke among urban elderly people was lower than that among rural elderly people (χ2 = 28.513, P < 0.001); the results of multivariate unconditional logistic regression analysis showed that smoking, kidney disease, heart disease, eye disease, and liver disease were risk factors for impaired self-care ability after stroke among urban elderly people in Henan province, while exercise habits were a protective factor for impaired self-care ability after stroke among urban elderly people in Henan province. …”
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Childhood Vaccinations and Associated Factors in 35 Sub-Saharan African Countries: Secondary Analysis of Demographic and Health Surveys Data from 358 949 Under-5 Children by Michael Ekholuenetale PhD, Victor A. Ochagu MSc, Olayinka Stephen Ilesanmi PhD, Okikiolu Badejo PhD, Amit Arora PhD

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Prevalence and Risk Factors of Functional Hearing Loss in Chinese Adults: A Cross-sectional Study by Yongchuan She, Yi Tang, Yan Sun, Yu Ren, Zhai Liu, Yibo Zhou

“…Results: Logistic regression analysis indicated that age, hypertension, noisy living environment, and MMSE score were independent risk factors that affected the prevalence of FHL (P < 0.05). …”
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Sex Differences in Epicardial Adipose Tissue and Other Risk Factors for Coronary Artery Disease by Vesna Lesjak, Laura Kocet

“…The association between CAD, EAT, and risk factors was analyzed by sex, using correlation analysis and multivariate regression. …”
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Outcomes of renal replacement therapy in acute kidney injury: factors associated with dialysis dependence and progression to end-stage renal disease – a MarketScan database analysi... by Ahmad Matarneh, Sundus Sardar, Abdelrauof Akkari, Eric Schaefer, Muhammad Abdulbasit, Ronald Miller, Navin Verma, Nasrollah Ghahramani

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Latent profiles of job embeddedness and their predictors among specialist nurses in China by Yuting Fan, Jijun Wu, Yuxin Li, Xiaoli Zhong, Cui Chen, Jiquan Zhang, Lin He

“…Mplus 8.3 was used to explore the potential subgroups of job embeddedness among specialist nurses by latent profile analysis. IBM SPSS 26.0 was used to analyze the factors influencing the job embeddedness of specialist nurses in each category using univariate and Multinomial logistic regression analyses.Results484 specialist nurses were finally included. …”
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Comprehensive Evaluation of Cracking Characteristics in Sweet Potato Tubers and Screening for Crack-Tolerant Varieties by Jinxiong Liu, Fan Ding, Xue Zou, Yaoguo Qin, Shunlin Zheng, Zhitong Ren, Qiang Wang, Cuiqin Yang

“…Microscopic observations of the cell structure revealed that the development quality of the cork cambium and vascular cambium during the secondary growth stage plays a crucial role in maintaining the structural stability of the tuber skin, whereas the internal expansion force during the rapid growth phase is a direct factor that induces cracking. A multiple regression prediction model (<i>R</i>² = 0.85) was established based on ten core indices. …”
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Establishment and Validation of a Dynamic Nomogram for Persistent Organ Failure in Acute Biliary Pancreatitis: A Retrospective Study by Gu K, Wang Q

“…Initial screening identified 18 variables; through LASSO regression and multivariable logistic regression analysis, five variables including BMI, Hb, ALB, Ca, and LIP were determined as independent predictors of POF. …”
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Novel insight into prediction model for sleep quality among college students: a LASSO-derived sleep evaluation by Ling Yao, Ling Yao, Qingquan Chen, Kang Yang, Zhihua Zheng, Zhihan Chen, Danna Wang, Yining Xia, Dingquan Chen, Lufeng Chen

“…This study aims to provide a fresh perspective by developing and validating a predictive model for sleep quality among college students.MethodsData from 20,645 college students in Fujian Province, China, collected between 5th April and 16th April 2022, were analyzed. Participants completed the Pittsburgh Sleep Quality Index (PSQI) scale, a self-designed general data questionnaire, and a sleep quality influencing factor questionnaire. …”
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Modeling and construction of nomogram of cage subsidence after single-segment transforaminal lumbar interbody fusions by Jinxiang Zhan, Qipeng Wei, Weijun Guo, Zihao Liu, Shiji Chen, Qingyan Huang, Dongling Cai

“…Abstract Objective The purpose of this study is to explore and analyze the risk factors for interbody cage subsidence in patients undergoing single-segment transforaminal lumbar interbody fusion (TLIF) and to construct and validate a visual nomogram risk prediction model. …”
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Design and Parameters Optimization of Key Components of Seed Peanut Shelling Test Bench Based on Cohesive Model by Chengtao Xu, Awei Zhu, Yanfen Liu, Shuqi Shang

“…Through the field experiment, the single-factor test and the three-factor three-level regression test were designed, respectively, and the regression model of the removal rate and the damage rate was established. …”
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Individual and community level factors associated with household level food insecurity of Ethiopia: multilevel mixed effects analysis of 2021 Performance Monitoring for Action Ethi... by Eyob Ketema Bogale, Tadele Fentabel Anagaw, Misganaw Guadie Tiruneh, Eneyew Talie Fenta, Destaw Endeshaw, Ousman Adal, Abiyu Abadi Tareke, Natnael Kebede, Amare Mebrat Delie

“…A multi-level mixed-effects logistic regression analysis was used to assess the individual and community-level factors associated with household-level food insecurity. …”
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Crise de performance économique et facteurs associés dans les exploitations agricoles en Haïti by Kervline Gabellus, Matino Joseph, Bénédique Paul

“…We used secondary data from one thousand four hundred thirty-four farms selected in five of the ten geographical departments of Haiti. A multivariate analysis was carried out using a multinomial logistic regression model to study the factors associated with the probability of having a negative income.The model results revealed six predictors of the probability of negative incomes at the farm level: the use of agricultural mechanization, the impact of climatic events (floods, cyclones), geographical location, livestock size, and access to credit. …”
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Econometric predictive model for assessing the functional state of students during the examination period: a cross-sectional exploratory pilot study by I. S. Knyazhev, L. V. Karaulova, O. V. Reztsov, A. P. Spitsin

“…The present study investigates factors associated with the adaptation potential of the cardiovascular system, develops multiple regression models for the dependence of the adaptive potential on these factors, and compares the significance of the linear model with non-linear ones. …”
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Examining factors contributing to mortality in Saudi Arabia: proposing effective healthcare management approaches by Sarah Aljarid, Wadi Alonazi

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Clinical characteristics and risk factors for Klebsiella pneumoniae bloodstream infection in 152 immunocompetent patients by Qun Zhang, Pan Wang, Menghuan Shen, Chun Shan

“…Clinical data and antibiotic susceptibility test results were retrospectively collected and analyzed. Independent risk factors for mortality were screened using the chi-square test and multivariate logistic regression. …”
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Factors Affecting Participation in the Regional Government-Subsidized National Health Insurance on Sumba Island by Angela Yunita Tanggu Bore, Ngakan Bagus Danip Pradipta

“…This quantitative study uses a cross-sectional approach with a questionnaire and a minimum sample size of 415 participants selected through convenient sampling. The data were analyzed using binary logistic regression analysis. …”
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