Ensemble-based model to investigate factors influencing road crash fatality for imbalanced data by Nazmus Sakib, Tonmoy Paul, Nafis Anwari, Md. Hadiuzzaman

“…The rapid growth of urbanization and motorization has significantly increased traffic crashes, leading to both loss of life and diminished quality of life for crash survivors and their families. Identifying the factors influencing crash fatality is crucial for reducing such incidents. …”
Get full text

The Role of Social Health and Demographic Factors in Bread Quality: An Ecological Study in Isfahan, Iran by Mostafa Amini-Rarani, Seyed Haashem Abutoraabi, Mehdi Nosratabadi

“…The Spearman correlation test, bivariate logistic regression, and multiple logistic regression were applied to analyze the data. …”
Get full text

Analysis of spatial distribution characteristics and influencing factors of depression among elderly people in China by TANG Yuxuan, HAN Zhengfeng

“…The differences between the depression group and the non depression group were compared, and multiple Logistic regression analysis was used to explore the influencing factors of depression in the elderly.Results A total of 8,351 elderly people were included. …”
Get full text

Emotional Triggers of Acute Myocardial Infarction by Maryam Ghiasmand, Mohammad Taghi Moghadamnia, Majid Pourshaikhian, Ehsan Kazemnezhad Leyli

“…The obtained data were analyzed using descriptive and inferential statistical methods, Cochran test and Generalized estimating equations of logistic regression. …”
Get full text

Factors associated with delayed order-to-administration time in the emergency department: a retrospective analysis by Yen-Wen Chen, Jian-Heng Lee, Cheng-Ying Chiang, Ya-Ni Yeh, Jih-Chun Lin, Ming-Jen Tsai

“…Only the first stat medication order per patient was analyzed. Data on patient demographics, triage characteristics, environmental factors, prescription details, and OTA times were extracted from the hospital’s electronic medical record and nursing information system. …”
Get full text

Identification of risk- and preventive factors predicting child maltreatment in pregnant women with psychosocial problems by Michi Ogawa, Tasuku Hashimoto, Tasuku Hashimoto, Tasuku Hashimoto, Mami Tanaka, Hiroki Ishii, Hiroki Ishii, Hiroki Ishii, Ryota Seki, Aiko Sato, Aiko Sato, Atsushi Kimura, Jun Okayama, Mamiko Endo, Naoki Saito, Masaomi Iyo, Masaomi Iyo

“…Multiple logistic regression analysis was performed to identify the risk factors and preventive factors influencing child maltreatment within the first month postpartum.ResultsA total of 253 pregnant women were included in the analysis, of whom 54 were reported for child maltreatment. …”
Get full text

Factors associated with thermal injury of abdominal skin in focused ultrasound ablation of uterine fibroids by Tang Chendian, Huang Guohua, Zhibiao Wang, Liu Fang, Shuang Luo, Xiaofang Liu, Qiuling Shi

“…The relationship between patient and treatment parameters and injury were explored using univariate analysis and multiple logistic regression analyses. In addition, the factors influencing the degree of thermal injury were analyzed using Kruskal–Wallis H.Results (1) Abdominal scars (p = .007, OR = 2.187, 95% CI: 1.242–3.849), abdominal wall thickness (p < .001, OR = 1.042, 95% CI: 1.019–1.067), fundus fibroids (p = .038, OR = 1.790, 95% CI: 1.033–3.100), UFs with hyperintense/mixed T2-weighted imaging (T2WI) signals (p = .022, OR = 1.843, 95% CI: 1.091–3.115), average sonication power (AP) (p = .025, OR = 1.021, 95% CI: 1.003–1.039), and treatment time (TT) (p < .001, OR = 1.017, 95% CI: 1.011–1.023) were independent risk factors for thermal injury, while treatment volume (TV) (p = .002, OR = 0.775, 95% CI: 0.661–0.909) was a protective factor for injury. (2) Four groups were subdivided according to the degree of thermal injury(Group A: without skin injury. …”
Get full text

Coverage of HPV Vaccination and Influencing Factors Among Female College Students in Northern China by Li Yang, Chen Xing, Xue Yu, Yanrui Xu, Weibing Wang, Caiyun Chang, Qingbin Lu

Get full text

Prevalence and factors associated with syphilis among men who have sex with men in Brazil by Paulo Roberto Queiroz, Marquiony Marques dos Santos, Ana Karla Bezerra Lopes, Jose Adailton da Silva, Brunno Giordano da Silva Aranha Filho, Thalia Giesta Costa, André Carlos Nogueira Bezerra, Kenio Costa Lima

“…PurposeThis study aimed to analyze the prevalence of syphilis and assess the factors associated with its diagnosis throughout life.MethodsCross-sectional study conducted from January to April 2022 with 812 MSM users of dating apps in Brazil. …”
Get full text

Transfusion Risk Factors in Low-Energy Pelvic Fractures: A Retrospective Cohort Study by Hieronim Kołodziejczyk MD, Filip Brzeszczyński MB, BCh, BAO, Oktawiusz Bończak MD, PhD

“…Initially, a univariate regression analysis was performed to analyze factors associated with blood transfusion. …”
Get full text

Determination of Nursing Students' Attitudes Towards Brain Drain at a University and the Affecting Factors by Dercan Gençbaş, Leyla Yaman Üzümcü, Dilan Yavuz, Sahra Müyesser Üstün, Ruveyda Ferhan Türkoğlu, Elshan Bagherıyar, İbrahim Emir Yetkin

“…Factors affecting students' total scores on the Attitude Scale towards Brain Drain; As a result of examination with linear regression analysis (F (4.282): 12.280; p&lt;0.001; R2: 0.136), it was determined as gender, income level, foreign language skills and knowledge about the nursing profession abroad. …”
Get full text

Human papillomavirus vaccination hesitancy among young girls in Ethiopia: factors and barriers to uptake by Ashenafi Kibret Sendekie, Ashenafi Kibret Sendekie, Biruk Beletew Abate, Biruk Beletew Abate, Betelhem Anteneh Adamu, Aschalew Mulatu Tefera, Kaleab Temelket Mekonnen, Melkam Alemu Ashagrie, Yabibal Berie Tadesse, Abera Dessie Dagnaw, Mequannent Sharew Melaku, Gizachew Kassahun Bizuneh

“…Logistic regression was performed to identify the significant factors associated with acceptance of the HPV vaccine. …”
Get full text

Risk factors for general complications after hip or knee replacement surgery in elderly patients: a single-center study by Huaxing Zhang, Jingjing Cao, Jia Chen, Xiaoran Ning

“…Risk factors and the effects of the model were examined by unconditional binary logistic regression analyses and receiver operating characteristic (ROC) curve analysis, respectively. …”
Get full text

Analysis of status quo and influencing factors of oral health literacy among the elderly in Hangzhou by Wu Wen, Zheng Dongtu, Fang Jing, Zhou Xiaoxiao, Zhou Yiqun, Yang Yanli

“…Abstract Objective This study aimed to investigate the current status of oral healthy literacy (OHL) among the elderly in Hangzhou and analyze its influencing factors. Methods A convenience sampling method was used to select 222 elderly people living in Hangzhou from August 2022 to January 2023. …”
Get full text

Risk factors for prolonged hospitalization in acute decompensated heart failure from the HEROES study by Mateusz Lucki, Przemysław Mitkowski, Ewa Lucka, Marek Grygier, Ewa Straburzyńska-Migaj, Robert Morawiec, Agnieszka Kapłon-Cieślicka, Agata Galas, Katarzyna Byczkowska, Piotr Hamala, Iwona Gorczyca-Głowacka, Anna Furman-Niedziejko, Dominika Klimczak-Tomaniak, Agnieszka Major, Adrian Stefański, Mateusz Guzik, Małgorzata Zachura, Mateusz Staciwa, Ewa Pierzchała, Maciej Nadel, Maciej Lesiak

“…Abstract This study, part of the HEROES project (HEart failure Risk factOrs and patiEnt Stratification), aimed to identify clinical, laboratory, functional, and treatment-related factors associated with hospitalization duration (above and below 8 days) in patients admitted for acute decompensated heart failure (ADHF). …”
Get full text

Renal pathology-related factors in non-nephrotic-range proteinuria of lupus nephritis patients by LIU Ting-ting, YANG Yi, DAI Wei, LI Yue-qiang, HAN Min, HE Xiao-feng, GE Shu-wang, XU Gang

“…Log-rank test was used to compare the difference of remission rate between the mild pathologic damage group and severe pathologic damage group. Logistic regression equation was used to analyze the renal pathology-related risk factors. …”
Get full text

Machine learning-driven identification of key risk factors for predicting depression among nurses by Xiaoyan Qi, Xin Huang

“…The research subjects were divided into a depression group and a non-depression group, and SPSS 23.0 software was used to analyze the data of both groups. We developed four predictive machine learning models: logistic regression, support vector machine, extreme gradient boosting machine (XGBoost), and adaptive boosting (AdaBoost). …”
Get full text

Analysis of influencing factors of acute kidney injury after spontaneous intracerebral hemorrhage surgery by ZHANG Lei, QU Tong-jun, WU Sheng, ZHANG Tao, ZHANG Guo-bin

“…Objective To analyze the influencing factors of acute kidney injury (AKI) after surgery in spontaneous intracranial hemorrhage (sICH). …”
Get full text

Primary care quality of primary healthcare institutions in china: current status and influencing factors by Kexin Zhan, Chuchuan Wan, Ennan Wang, Yuankai Huang

“…Abstract Objective This study aims to assess the current state of primary care quality within Primary Healthcare Institutions (PHIs) in China and analyze potential factors that may influence the quality of primary care provided. …”
Get full text

Evaluation of Health-related Factors Influencing Fears of Aging among Elderly Chinese Citizens by Yun-Hsiang Tien, Jingchi Huang

“…Many countries face an increasingly aging population, but China is now home to the largest population of older people in the world. This study aims to analyze health-related factors influencing fears of aging among elderly Chinese citizens. …”
Get full text