A Multilevel Analysis of Farmers’ Adoption of Water-saving Irrigation Technology: Evidence From the North China Plain by Yibei Guo, Kunpeng Zhang, Xiaohu Jia

“…Initially, we employed a binomial logistic regression model to identify significant household- and village-level factors influencing WSIT adoption. …”
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Prevalence of suicidal ideation and its associated factors among the geriatric population in Vyas Municipality, Tanahun District, Nepal: a cross-sectional study by Durga Shrestha, Hari Prasad Kaphle

“…The data were collected through face-to-face interviews using a structured interview schedule. Multivariate logistic regression analysis was performed to identify independent variables associated with suicidal ideation. …”
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Characterization of Visual Symptomatology Associated with Refractive, Accommodative, and Binocular Anomalies by Pilar Cacho-Martínez, Mario Cantó-Cerdán, Stela Carbonell-Bonete, Ángel García-Muñoz

“…Results. 78 subjects (44.6%) reported any kind of symptoms which were grouped into 18 categories, with “visual fatigue” being the most frequent (20% of the overall complaints). Logistic regression adjusted by the presence of an uncorrected refractive error showed no association between any grade of AD and symptoms. …”
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Performance of Machine Learning Classifiers for Diabetes Prediction by Mijala Manandhar, Shaikat Baidya, Babalpreet Kaur, Katia Atoji

“…The classifiers were grouped into Function (Logistic Regression, Multilayer Perceptron, Stochastic Gradient Descent), Rules (Decision Table, JRip, OneR), and Trees (Decision Stump, Hoeffding Tree, J48). …”
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Association between the Triglyceride-Glucose Index and the Risk of Large Artery Atherosclerotic Stroke by Mingfei Jiang, Huan Wu, Huiping Zhang, Fan Su, Lei Cao, Xia Ren, Grace Tatenda, Jian Hu, Mingjia Cheng, Yufeng Wen

“…Both with and without age stratification, logistic regression analysis showed that the TyG index was a significant predictor of the occurrence of LAA stroke (P<0.05). …”
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Prevalence of Postoperative Infection after Tooth Extraction: A Retrospective Study by Elaine Kueh Yue Yi, Annabelle Lai Siew Ying, Mandakini Mohan, Rohit Kunnath Menon

“…Data on demography, patient-related factors, and treatment-related factors were extracted from the case records. A binary logistic regression analysis was performed to assess the odds ratio of a patient having a postoperative infection or not, comparing it with each variable. …”
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Association between living arrangements, social support, and depression among middle-aged and older adults: a mediation analysis from the CHARLS survey by Fenghua Jin, Yixuan Hu

“…Associations between living arrangements and social support or depression were assessed by multivariable logistic regression models. Causal mediation analysis under a counterfactual framework was employed to evaluate the mediation effect of social support in the association between living arrangements and depression, which was performed by fitting two logistic regression models. …”
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Risk Factors for Residual Vitreous Cortex at the Fovea after Posterior Vitreous Detachment during Vitrectomy in Ocular Trauma by Anan Wang, Zhenquan Zhao, Qihua Xu, Yaohua Wang, Hongfei Liao

“…Of the 72 eyes with trauma, 35 eyes (48.6%) showed RVC on the macula, of which 19 (54.3%) were of the diffuse type and 16 (45.7%) were of the focal type. A multivariate logistic regression analysis showed that age (OR = 0.933, P=0.025) and days after injury (OR = 0.862, P=0.013) had a significant impact on RVC. …”
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A Nomogram Model for Mortality Risk Prediction in Pulmonary Tuberculosis Patients Subjected to Directly Observed Treatment Shortcourse (DOTS) by Yi Xie, Jing Han, Weili Yu, Zhili Hou, Zhen Wan

“…Based on the multivariable unconditional logistic regression, we analyzed the risk factors of mortality in patients with pulmonary TB and established the death risk prediction nomogram. …”
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Prevalence and Associated Metabolic Factors of Gallstone Disease in the Elderly Agricultural and Fishing Population of Taiwan by Hsi-Che Shen, Yi-Chun Hu, Yu-Fen Chen, Tao-Hsin Tung

“…Women were associated with significantly higher GSD prevalence than men (14.8% versus 12.2%; for the chi-square test, P=.003). In a multiple logistic regression analysis, female sex, older age, and metabolic syndrome (MetS) were significantly associated with GSD. …”
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Urinary BA Indices as Prognostic Biomarkers for Complications Associated with Liver Diseases by Wenkuan Li, Jawaher Abdullah Alamoudi, Nagsen Gautam, Devendra Kumar, Macro Olivera, Yeongjin Gwon, Sandeep Mukgerjee, Yazen Alnouti

“…The urinary BA profile and non-BA parameters were monitored, and logistic regression models were used to predict the prognosis of hepatobiliary disease-related complications. …”
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ADDED VALUES OF SOCIAL CRM: THE EXAMINATION OF CUSTOMER PERSPECTIVE by Amila Pilav-Velic, Anes Hrnjić, Ljubica Milanović Glavan, Azra Hanić

“…The most important characteristics of SCRM were examined using factor analysis and logistic regression in order to explore how respondents’ gender and variables with highest weight from each factor relate to customers’ choice of social media-based interaction. …”
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The association between non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) and sarcopenia: A cross-sectional study by Xiudeng Yang, Zheng Zhong

“…NHHR was nature log-transformed (LnNHHR) to achieve a normal distribution. A multivariate logistic regression and a restricted cubic spline (RCS) model adjusted for associated factors were utilized to evaluate the correlation between NHHR and sarcopenia. …”
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Obesity-related indices are associated with self-reported infertility in women: findings from the National Health and Nutrition Examination Survey by Hong Zhang, Minmin Yu, Li Li, Chen Chen, Qinyuan He

“…We used weighted multivariable logistic regression analysis, receiver operating characteristic (ROC) curves, and subgroup analysis, as well as propensity score matching. …”
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Relationship between growth differentiation factor 15 and functional prognosis and severity in traumatic brain injury by Hiroshi Ito, Takeshi Ebihara, Hisatake Matsumoto, Jun Oda

“…Additionally, correlations between GDF-15 levels and SOFA scores were assessed. Multivariable logistic regression showed a relationship between GDF-15 levels at admission and functional outcomes at discharge in cerebral infarction and subarachnoid hemorrhage but not in TBI. …”
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Hubungan Faktor Individual, Sosial dan Pekerjaan dengan Kepuasan Kerja Perawat di Instalasi Gawat Darurat RSUP Dr. M. Djamil Padang Tahun 2013 by Rusmanwadi, Yulastri Arif, Ema Julita

“…To determining of the relationship between variables using chi square test and logistic regression. The test results are statistically significant relationship between interests and job satisfaction (p=0.004), attitudes and job satisfaction (p=0.003), the interaction of employees with employer and job satisfaction (p=0.000), supervision and job satisfaction (p=0.000), there is no significant relationship between the interaction of fellow employees with job satisfaction (p=0.334), working conditions and job satisfaction (p=0.727),while the results of logistic regression showed that supervision is the most dominant variables associated with job satisfaction (p=0.002) Expected results of the study can be used by managerial of nursing to further improve the job satisfaction of nurses in order to improve the quality of health services, especially nursing care in the ER. …”
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Coping and Beliefs as Predictors of Functioning and Psychological Adjustment in Fibromyalgia Subgroups by Laura Rubio Fidel, Azucena García-Palacios, Rocío Herrero, Guadalupe Molinari, Carlos Suso-Ribera

“…The backward binary logistic regression suggested a final model with six predictors (guarding, task persistence, harm, emotion, solicitude, and age) that explained 31% of the variance of group membership. …”
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An AI-based approach to predict delivery outcome based on measurable factors of pregnant mothers. by Michael Owusu-Adjei, James Ben Hayfron-Acquah, Twum Frimpong, Abdul-Salaam Gaddafi

“…Prediction accuracy score of area under the curve obtained show Gradient Boosting classifier achieved 91% accuracy, Logistic Regression 93% and Random Forest 91%. Balanced accuracy score obtained for these techniques were; Gradient Boosting 82.73%, Logistic Regression 84.62% and Random Forest 83.02%. …”
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Salvaging Native Plants from Sites Slated for Development: Stop Wasting Resources by Kayla M. Hess, Taylor Clem, Basil V. Iannone III

“…It also provides strategies to increase the economic and logistic feasibility of salvaging efforts. The authors found 80 salvageable native plant species on a proposed development site, 31 of which had the potential to establish in soils more sterile and compacted than the soils in which these species typically flourish. …”
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Commerce et logiques d’acteurs dans la région de Kolda au Sénégal by Néné Dia

“…The mini-dairies’s managers and the manifold centers of the dairy basin are developing strategies of collection and marketing which vary from a space to another according to financial means and logistic. hese strategies also reveal the difficulties of the actors.…”
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