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101
From resources to resilience: Understanding the impact of standard of living and energy consumption on natural resource rent in Asia
Published 2025-01-01“…Our analysis incorporates key variables such as standard of living, income inequality, renewable and nonrenewable energy consumption, CO₂ emissions, gross fixed capital formation, and foreign direct investment, all of which play crucial roles in shaping natural resource rents across Asian economies. Using Moment Quantile Regression (MMQR), we uncover nuanced insights into how these factors interact across different economic contexts. …”
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102
Osteoporosis Awareness, Self-Efficacy and Health Beliefs Among Staff in an Obstetrics and Gynecology Hospital: A Cross-Sectional Study
Published 2025-02-01“…Yun Zhou,1,* Zheyun Xu,2,* Zhifen Zhang,3 Jun Su4,5 1Outpatient Department, Hangzhou Women’s Hospital (Hangzhou Maternity and Child Health Care Hospital), Hangzhou, Zhejiang, 310008, People’s Republic of China; 2The Fourth Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, 310053, People’s Republic of China; 3Department of Obstetrics and Gynecology, Hangzhou Women’s Hospital (Hangzhou Maternity and Child Health Care Hospital), Hangzhou, Zhejiang, 310008, People’s Republic of China; 4School of Public Health, Hangzhou Normal University, Hangzhou, 311121, People’s Republic of China; 5Intensive Care Medicine Department, Hangzhou Women`s Hospital (Hangzhou Maternity and Child Health Care Hospital), Hangzhou, 310008, People’s Republic of China*These authors contributed equally to this workCorrespondence: Jun Su, Email junjunsu@163.comBackground: We investigated the key factors that influence the awareness, health beliefs, and self-efficacy of osteoporosis among the staff of an obstetrics and gynecology hospital to identify the key target population for carrying out education and promotion in medical institutions, hoping to improve women’s awareness and prevention and treatment consciousness of osteoporosis from the source.Methods: A cross-sectional study was conducted from October 15 to October 24 in 2023, and 200 staff members were randomly sampled from an obstetrics and gynecology hospital in Hangzhou city for a questionnaire survey. We used a quantile regression model to analyze the key factors influencing the scores of each item.Results: The study results showed that undergraduate degree or above, working as a doctor, work experience of < 5 years or 10– 20 years and high professional technical title are related to a higher level of osteoporosis knowledge. …”
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103
Improving the Generalizability and Robustness of Large-Scale Traffic Signal Control
Published 2024-01-01“…In particular, we use implicit quantile networks (IQN) to model the state-action return distribution with quantile regression. For traffic signal control problems, an ensemble of standard RL and DisRL yields superior performance across different scenarios, including different levels of missing sensor data and traffic flow patterns. …”
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104
Topographic correlation of microperimetry with foveal microstructure characteristics in idiopathic epiretinal membrane patients with an ectopic inner foveal layer
Published 2025-02-01“…LASSO regression and quantile regression analyses were performed to identify the spatial distribution correlation between foveal light sensitivity and foveal microstructure parameters. …”
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105
Evaluation of the impact of PEPFAR transition on retention in care in South Africa’s Western Cape Province
Published 2023-12-01“…We used adjusted quantile regression to estimate the effect of the PEPFAR pull-out on RIC. …”
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106
Time to surgical stabilization of rib fractures: does it impact outcomes?
Published 2024-11-01“…Poisson regression, and adjusting for demographic and clinical covariates, was used to evaluate the association between time to SSRF and the primary endpoint, in-hospital complications. Quantile regression was used to evaluate the effects of time to SSRF on the secondary endpoints, hospital and intensive care unit (ICU) length of stay (LOS).Results Out of 2185 patients, 918 (42%) underwent SSRF <2 days, 432 (20%) underwent SSRF >2 days but <3 days, and 835 (38%) underwent SSRF >3 days. …”
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107
Association of ultra-processed food-related metabolites with selected biochemical markers in the UK Biobank
Published 2025-01-01“…Associations between UPF and UNPF-related metabolites, and serum C-reactive protein (CRP), insulin-like growth factor-1(IGF-1), sex hormone-binding globulin (SHBG), and testosterone were examined using multiple quantile regression. Results Elastic net model identified 17 and 15 metabolites uniquely related to UPF and UNPF intake, respectively. …”
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108
Socio-demographic and clinical determinants of self-care in adults with type 2 diabetes: a multicenter cross-sectional study in Zhejiang province, China
Published 2025-01-01“…Self-care self-efficacy is a critical factor affecting the self-care process, which was measured by the SCODI. Multiple quantile regression models were employed to identify the determinants of each self-care component and self-care self-efficacy. …”
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109
Pediatric reference values for total psoas muscle area in Korean children and adolescents
Published 2025-01-01“…Graphs for weight and height were drawn and compared using data from the Korean national growth chart. tPMA distributions according to sex and age were obtained using quantile regression with smoothed polynomials. We analyzed correlations of tPMA with weight and height.ResultsA total of 740 pediatric patients were included [M:F = 340:400, 12 years (interquartile range 9–16)]. …”
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110
Timing of surgery in acute burn care: A multicentre registry-based cohort study
Published 2025-01-01“…Multivariable logistic regression identified predictors of early surgery, while trends in timing were assessed with quantile regression. The median time to surgery was 14 days (Q1–Q3: 9.0–19.0), with 670 of 3291 patients receiving early surgery (20 %). …”
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111
Changes in the critical nutrient content of packaged foods and beverages after the full implementation of the Chilean Food Labelling and Advertising Law: a repeated cross-sectional...
Published 2025-01-01“…To assess the changes in proportions, we used Firth’s bias-reduced logistic regression models and the Cochran-Armitage test for trends. Quantile regression was used to evaluate changes in nutrient content. …”
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112
Adipocyte heterogeneity and tumor infiltration of adipose tissue in patients with metastatic breast cancer
Published 2025-02-01“…Distant adipocyte size was quantified using digital pathology, and tumor infiltration was assessed histologically. Linear mixed quantile regression analyzed the associations between adipocyte size, fat depot type and major histological subtypes. …”
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113
N‐terminal pro brain natriuretic peptide reference values in community‐dwelling older adults
Published 2022-06-01“…Methods and results We analysed established NT‐proBNP predictors using quantile regression among 2459 participants of two‐independent population‐based cohorts located in Germany, the Activity and Function in the Elderly Study (ActiFE, n = 1450) and the Study of Health in Pomerania (SHIP‐TREND‐0, n = 1009). …”
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114
Relationship between changes in the triglyceride glucose-body mass index and frail development trajectory and incidence in middle-aged and elderly individuals: a national cohort st...
Published 2024-08-01“…Nonlinear relationships were explored using restricted cubic splines, and a linear mixed-effects model was used to evaluate FI development speed. Weighted quantile regression was used to identify the primary contributing factors. …”
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115
Risk factors affecting polygenic score performance across diverse cohorts
Published 2025-01-01“…We observed overlap between covariates that had significant R2 differences among strata and interaction effects – across all covariates, their main effects on BMI were correlated with their maximum R2 differences and interaction effects (0.56 and 0.58, respectively), suggesting high-PGSBMI individuals have highest R2 and increase in PGS effect. Using quantile regression, we show the effect of PGSBMI increases as BMI itself increases, and that these differences in effects are directly related to differences in R2 when stratifying by different covariates. …”
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116
Rural-Urban Differences in Health Care Expenditures: Empirical Data from US Households
Published 2014-01-01“…The results of quantile regressions suggest that the highest users (at the upper quantiles) of medication and total expenditure experienced the strongest positive effects of living in rural areas. …”
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117
The Effects of Monetary Policies on the Capital Structures of the Firms
Published 2022-01-01“…The data collected refer to the years from 2009 to 2019, and the methodology used for data analysis is through quantile regressions and panel data models, using the GMM approach. …”
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118
Pre-injury frailty and clinical care trajectory of older adults with trauma injuries: A retrospective cohort analysis of A large level I US trauma center.
Published 2025-01-01“…We performed multivariable logistic and quantile regressions to measure the influence of frailty on post-trauma care trajectories.…”
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