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4021
Relationship between nutritional assessment and nutritional risk screening in hospitalized children with cerebral palsy: a single-center prospective study
Published 2025-07-01“…Multivariate logistic regression analysis revealed that older age, lower albumin (ALB) concentration, and MACS grade II were independent influencing factors for malnutrition. …”
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4022
Green Technology Innovation Efficiency of New Energy Vehicles Based on Corporate Profitability Perspective
Published 2025-06-01“…Additionally, the Tobit regression model was applied to analyze the influencing factors. …”
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4023
Assessing urban spatial vitality in post-port areas: a multimodal data analysis of Shanghai, Liverpool, and Marseille
Published 2025-07-01“…Focusing on Shanghai, Liverpool, and Marseille as comparative case studies, this study aims to achieve four key objectives: (1) refining the concept of spatial vitality within the context of global port area regeneration; (2) identifying key determinants—spanning spatial, functional, historical, and waterfront characteristics—that shape vitality, and analyzing their statistical and spatial relationships; (3) applying regression and machine learning models to uncover the distinct factors influencing vitality in post-port settings; and (4) assessing the effectiveness of regeneration strategies in the selected cases based on these insights. …”
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4024
Estimation of Japanese encephalitis virus infection prevalence in mosquitoes and bats through nationwide sentinel surveillance in Indonesia.
Published 2022-01-01“…Maps were generated to analyze the JE virus distribution pattern. Logistic regression analysis was done to identify risk factors of JE virus transmission. …”
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4025
Two-years mothering into the pandemic: Impact of the three COVID-19 waves in the Argentinian postpartum women's mental health.
Published 2025-01-01“…Thus, health systems must seek protection of women of reproductive age against negative factors in order to cope with pandemic-related events.…”
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4026
TOMATO PRODUCTION AND PRICE IN THE EUROPEAN UNION
Published 2025-01-01“…The study employs data from the Eurostat database and various scientific sources to analyze production trends and price indices, using graphical and regression analyses to assess the impact of these factors. …”
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4027
A User-Centric Smart Library System: IoT-Driven Environmental Monitoring and ML-Based Optimization with Future Fog–Cloud Architecture
Published 2025-03-01“…KNNs achieved the highest F1 score (99.04%), validating the hybrid approach. A user interface analyzes environmental factors, identifying primary contributors to suboptimal conditions. …”
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4028
Unravelling the Motivational Dynamics of Established Entrepreneurs: A Systems Perspective
Published 2025-04-01“…Employing a multivariate multiple regression approach, we analyze how sociodemographic factors, opportunity perception, fear of failure, media influences, and sustainability-oriented mindsets (e.g., UN SDG awareness) influence these diverse motivations. …”
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4029
The utilization of State old age Grant by smallholder farmers in Mopani district, Limpopo Province, South Africa
Published 2024-12-01“…Furthermore, the current study used Multiple Linear Regression model to analyse data on the demographic and socio-economic factors that influence the Old Age Grant money used by the beneficiaries for their cattle farming activities. …”
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4030
Analysis of serum phosphorus achieved standard state in maintenance hemodialysis patients
Published 2017-01-01“…Objective To know the situation of serum calcium and phosphorus achieved standard state in maintenance hemodialysis(MHD)patients through analyzing the clinical data of MHD patients in Kunming Blood Purification Center of the First Peoples’ Hospital of Kunming City.To investigate nutritional status and short term prognosis in different serum phosphorus level groups of those MHD patients,so as to select appropriate method of serum phosphorus intervention.Methods 173 MHD patients were enrolled in this study.The indexes named serum phosphorus,serum calcium,intact parathyroid hormone(iPTH),serum albumin(Alb),cholesterol(TC),and body mass index(BMI)were tested every three months for and continued six times.The average value for each index was calculated.Four groups were set up according to the average values of serum phosphorus:low phosphorus,standard phosphorus,high phosphorus,and ultra-high phosphorus groups,respectively.T-test,chi-square test and rank sum test were used to analyze the case fatality rate,nutritional status and other indexes.Logistic regression was used to analyze the related factors.Results Various indexes achieved standard rate in total 173 patients was 42.2%in serum phosphorus,67.6%in serum calcium,52.6%in iPTH,67.6% in calcium-phosphorus product,43.4% in ALB,64.7% in TC and60.7%in BMI,respectively.The serum phosphorus,calcium and iPTH together achieved standard rate was only 15.6%(27/173).The case fatality rate of the four groups was the highest in the low phosphorus group(32.6%)and the lowest in the standard phosphorus group(10.9%),but no statistically significant difference existed between them(P>0.05).The ALB level was the highest in the high phosphorus group(55.6%),and the lowest in the low phosphorus group(15.8%).As compared with standard phosphorus group,only the low phosphorus group has statistically difference was found(P<0.05)for Alb in four groups.Univariate analysis showed that age,Ca,P,iPTH and TC were significantly related with the case fatality rate.Logistic regression analysis showed that only the age and TC had statistically significant correlation with case fatality rate.Conclusions In MHD patients,the incidence of serum calcium and phosphorus metabolism disorders and malnutrition is high.In view of the nutrition and serum calcium and phosphorus metabolism status,serum phosphorus control in standard state was not the best.It implies that the control method of serum phosphorus should be emphasized on the phosphorus reduction by drug and adequate dialysis.In the period of low phosphorus diet,the nutritional status should be taken into account.Both serum calcium and phosphorus metabolism and nutritional status achieved standard state is more beneficial to patients.…”
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4031
Basic Anthropometric Indices and Diabetes Mellitus Type 2 in Russian Population
Published 2018-11-01“…Obesity is one of the main risk factors for type 2 diabetes developing. The question of the advantages and disadvantages of using various anthropometric indices [body mass index (BMI), waist circumference (WC), waist-to-height ratio (WHR), lipid accumulation product index (LAPI), visceral obesity index (VOI)] has been under discussion lately.Aim. …”
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4032
The impact of the grassland ecological compensation policy on the modernization of grassland animal husbandry: evidence from Inner Mongolia
Published 2025-06-01“…IntroductionAgainst the background of China’s modernization, which emphasizes harmonious coexistence between humans and nature, it is highly important to explore whether the grassland ecological compensation policy (GECP) can protect grassland ecosystems while promoting the modernization of grassland animal husbandry and whether it has spillover effects on rural revitalization.MethodsOn the basis of survey data from 475 herding households in Inner Mongolia, this study constructs an index system for the modernization of grassland animal husbandry, measures the level of modernization via factor analysis, and analyzes the impact of the GECP on the modernization of grassland animal husbandry.Results and discussionThe conclusions are as follows: (1) Through ordinary least squares regression (OLS) and moderation effect models, the GECP can significantly promote the modernization level of grassland animal husbandry. …”
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4033
Enhancing Humanitarian Supply Chain Resilience: Evaluating Artificial Intelligence and Big Data Analytics in Two Nations
Published 2025-05-01“…Structured questionnaires assessed the implementation of four key AI-BDA techniques: Time-Series Forecasting (TSF), Early Warning Systems (EWS), Logistics Optimization (LO), and Real-time Monitoring (RTM). Exploratory factor analysis and regression analysis were conducted to evaluate the relationship between these techniques and supply chain resilience, controlling for organizational size and technological readiness. …”
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4034
Innovations, Sustainable Growth and Energetics: Is Leap of Civilization Possible?
Published 2019-03-01“…The author suggests that one objectively analyze the risks of implementing the concept of sustainable development and also warns against unfounded illusions and delusions that can plunge society into a prolonged state of stagnation and regression. …”
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4035
Lighting the path to growth: Exploring the impact of energy efficiency on firm productivity in Nigeria
Published 2025-07-01“…This study contributes to the literature by examining the relationship between energy efficiency and firm-level total factor productivity (TFP) using a two-stage approach: estimating energy efficiency scores using the Stochastic Frontier Analysis (SFA) framework, and analyzing their impact on productivity using the Instrumental Variables Generalized Method of Moments (IV-GMM) regression. …”
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4036
EFFECT OF PONZI SCHEMES ON FINANCIAL LOSSES IN NIGERIA: LESSONS FROM THE PAST AND RECENT SCAMS
Published 2025-06-01“… This study examines the effect of Ponzi Schemes on Financial Losses in Nigeria by analyzing ten major schemes that operated between 2015 and 2025. …”
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4037
BDNF/TrkB signaling in stable coronary artery disease
Published 2023-12-01“…Cluster, correlation, and regression analyzes were used.Results. In patients with CAD, a wide range of variations in BDNF concentrations was observed. …”
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4038
Relationship between stress hyperglycemia ratio and the incidence of atrial fibrillation in patients after coronary artery bypass grafting: a retrospective study based on the MIMIC...
Published 2025-07-01“…We employed logistic regression models, restricted cubic splines (RCS), threshold effect analysis, ubgroup analysis, Boruta algorithm, lasso algorithm, and receiver operating characteristics (ROC) to analyze the relationship between SHR and POAF incidence comprehensively. …”
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4039
Impact of long working hours on insomnia, anxiety, and depression symptoms among employees of eight manufacturing enterprises in Shenzhen
Published 2025-06-01“…Participants were classified into two groups based on working hours: long working hours (≥55 h per week) and normal working hours (35-40 h per week). Binary logistic regression was used to analyze the association between long working hours and the occurrences of insomnia, anxiety, and depression symptoms.ResultsA total of 1491 manufacturing industry employees were included in the study (response rate: 97.8%). …”
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4040
The Impact of Vision Impairment on Self-Reported Falls Among Older US Adults: Cross-Sectional and Longitudinal Study
Published 2025-07-01“…Multivariate logistic regression was used to analyze associations between self-reported vision and self-reported falls in the past 2 years. …”
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