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Characteristics and influencing factors of red blood cell distribution width in peritoneal dialysis patients of different ages
Published 2016-01-01“…Objective Red blood cell distribution width(RDW) has been proven to be an independent predictor of mortality in chronic hemodialysis patients.This study aimed to explore the characteristics and influencing factors of the RDW in peritoneal dialysis patients.Methods The study enrolled 103 uremic patients on CAPD.Patients were categorized into three groups according to their age(patients in group 1 were under the age of 40;group 2:aged between 40 and 59;group 3:aged above60).The differences of clinical parameters among three groups were analyzed,and the influence of age and gender on RDW was analyze by multiple linear regression.Results The proportion of subjects with RDW value above 14.6%in female gender was higher than in male gender on the baseline,one month and three months after peritoneal dialysis(13.5%,15.4%,17.3%vs.9.8%,7.8%,13.7%).The baseline RDW of the group 3 was significantly higher than that of the other groups.Age was positively associated with the RDW on the baseline and one month after dialysis.The multiple linear regression analysis revealed that after the corresponding BMI adjusted,the baseline RDW was associated with female gender(β= 0.025,P<0.001,95%CI:0.001- 0.953) and increasing age(β= 0.025,P<0.001,95%CI 0.010- 0.040),and RDW at one month after dialysis was related to the increasing age(β= 0.015,P<0.05,95%CI 0.001- 0.029).After making further adjustments of hemoglobin,albumin and eGFR(or residual renal GFR),increasing age remained associated with RDW on the baseline(β= 0.027,P<0.001,95%CI 0.011- 0.042) and one month after dialysis(β=0.017,P<0.05,95%CI 0.003-0.031).Conclusions The influencing factors of RDW,and its mechanism of predicting dialysis patients’ prognosis are not clear.This study found that the elevated RDW was associated with age,which provides a new insight to improve the prognosis of the elderly patients in peritoneal dialysis.…”
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823
Emotional State Assessment and Related Risk Factors Screening in Health Management: A Case–Control Study
Published 2025-05-01“…Demographic characteristics, lifestyle factors, medical history, and psychological assessment data were analyzed, and risk factors for anxiety and depression were identified using multivariate logistic regression analysis. …”
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824
Clinical nurses’ evidence-based healthcare competence and associated factors: a regional cross-sectional study
Published 2025-08-01“…All the collected data were analyzed descriptively, and independent samples t-test, adjusted t-test, one-way ANOVA, Welch ANOVA, Pearson’s correlation test, and multiple linear regression were employed to explore the associated factors. …”
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825
Risk factors for minimal change nephrotic syndrome complicated by acute kidney injury in adults and their impact on prognosis
Published 2025-08-01“…The clinical features of adult patients with MCNS complicated by AKI were analyzed, and the logistic regression model was used to identify the risk factors for AKI in adult patients with primary MCNS. …”
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826
TECHNOLOGY FOR CREATING THE TOPOLOGY OF PRINTED CIRCUIT BOARDS USING POLYMER 3D MASKS
Published 2021-03-01“…To achieve this goal, it is necessary to solve the following tasks: to analyze photolithography technology and types of polymer 3D printing; to develop a technological process for exposing photopolymer masks to a printed circuit board blank using 3D printing technologies; to conduct experimental studies to determine the optimal exposure parameters; on the basis of the empirical results obtained, to calculate the correlation coefficients of the factors for recall; to construct a linear regression model of the dependence of the deviations of the geometric dimensions of the printed conductors on the parameters of solutions for etching and exposure conditions. …”
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Examining the competence status of nurses in evidence-based practices and the influencing factors: a multicenter study in Turkey
Published 2025-08-01“…The data were analyzed using number, percentage, standard deviation, minimum, maximum, one-way analysis of variance (ANOVA), Tukey’s test to test which group the significance originated from, Student’s t-test and multiple regression tests. …”
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828
Association between anatomical risk factors and medial meniscus posterior root tears: a retrospective study
Published 2025-05-01“…The associations between clinical and anatomic factors and MMPRTs were analyzed. Additionally, a logistic regression analysis was performed to detect risk factors correlated with MMPRTs. …”
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829
Factors related to Post Traumatic Stress Symptoms in Indonesian adults during quarantine of the COVID-19 pandemic
Published 2022-03-01“…The questionnaire was distributed through a link attached to the social media platform from 17 September to 5 October 2020. Data were analyzed using t-test, one-way ANOVA, and multiple linear regression using SPSS 25.0. …”
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830
Risk factors and predictive modeling in a US population with sarcopenia: a propensity score cohort study
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831
Factors Determining Bone Mineral Density in Patients with Biliary Atresia after a Successful Kasai Operation
Published 2017-04-01“…Instead of T helper 1 cell cytokine, interleukin (IL)-4 had a significant negative correlation with BMD of the right femoral neck (β = −0.251, p = 0.027) and left femoral neck (β = −0.299, p = 0.012) independently by multiple linear regression analysis. Conclusion: We conclude that chronic inflammation with increased expression of IL-4 may be an important factor for compromised bone health in patients with biliary atresia.…”
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832
Mediation effect of peripheral blood inflammatory factors in the association between severity of nonlactating mastitis and glycemic abnormalities
Published 2025-01-01“…Multifactorial logistic regression was used to analyze the associations between the severity of NLM and glycemic abnormality and peripheral inflammatory factors , and a mediation model was used to explore the mediating roles of the levels of hs-CRP, WBC, and IL-6 in the associations between the two. …”
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833
Clinical features and risk factors for Epstein-Barr virus-associated encephalitis: a retrospective cohort study
Published 2025-05-01“…Data were extracted from the electronic medical record system and analyzed by Student’s t test, Mann-Whitney U test, chi-square test, and logistic regression analyses. …”
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The prevalence and behavioral risk factors contributing to non-communicable diseases in Bushbuckridge, Mpumalanga province, South Africa
Published 2025-04-01“…The association between sociodemographic and lifestyle factors with predictors of behavioral risk factors for NCD was analyzed using binary regression analysis, and the statistical significance was set at a p-value of <0.05.ResultsThe mean age of the study was 46.27 ± 13.38. …”
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Prediction of depressive disorder using machine learning approaches: findings from the NHANES
Published 2025-02-01“…Traditional analysis methods often suffer from subjectivity and may not capture complex, non-linear relationships between risk factors. Machine learning (ML) offers a data-driven approach to predict and diagnose depression more accurately by analyzing large and complex datasets. …”
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836
Spatiotemporal Dynamics and Driving Mechanisms of Resource–Environment Carrying Capacity in the Yellow River Basin
Published 2025-06-01“…This study applied various methodologies, including Panel Vector Autoregression (PVAR), Geographically Temporally Weighted Regression (GTWR), and Random Forest, to analyze in the Yellow River Basin from 2011 to 2021. …”
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A GPT-Based Approach for Cyber Threat Assessment
Published 2025-05-01“…It utilizes a hybrid methodology combining spectral residual transformation and Convolutional Neural Networks (CNNs) to identify anomalies in time-series cyber event data, alongside regression models for evaluating the significant factors associated with cyber events. …”
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838
Efficiency of tray dryer moisture removal: Experimental and AI studies
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Climate change and crop yield of oats (Avena sativa L.) in Yakutia
Published 2024-05-01“…The objective of the study was to analyze weather and climate factors affecting oat yield in the republic during the past decade.Materials and methods. …”
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840
Analysis of Consumer Behavioral Factors Between Online Shopping and Physical Store Experience in the M-Commerce Era
Published 2025-03-01“…The collected data were analyzed using <i>t</i>-tests, Chi-square tests, and logistic regression to assess the influence of variables on online smartphone purchase intention.…”
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