Association between medication adherence and disease outcomes in patients with hepatitis B-related cirrhosis: a population-based case–control study by Vivian Chia-Rong Hsieh, Kuo-Yu Fu, Meng-Lun Hsieh, Jou-An Chen

“…Medication possession ratio (MPR) is used as a measure of treatment adherence for oral antiviral drugs, and conditional logistic regression models are used to estimate the odds of decompensation and mortality after accounting for MPR and other covariates.Results Between decompensated and compensated patients, longer term treatment adherence is seen higher in the compensated group versus the decompensated group: 1-year MPR (0.65±0.43 vs 0.57±0.53) and 6-month MPR (0.79±0.52 vs 0.76±0.79). …”
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Sex differences in the time trends of sepsis biomarkers following polytrauma by Cédric Niggli, Philipp Vetter, Jan Hambrecht, Hans-Christoph Pape, Ladislav Mica

“…Time-dependent inflammatory markers (CRP, PCT, WBC) were analyzed using the Mann–Whitney U-test and binary logistic regression. The Closest Top-Left Threshold Method determined time-specific sepsis thresholds. …”
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Insights and perceptions: Investigating pregnant women's attitudes, understanding, and factors influencing knowledge regarding medication usage during pregnancy-A cross-sectional s... by Abdullah R Al-Khawlani, Qutaiba A Qasim, Abdulsalam M Halboup, Samar Thiab, Mohammed Zawiah, Fahmi Y Al-Ashwal

“…Univariable and multivariate logistic regressions were employed to examine the relationship between participant variables and their knowledge. …”
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Association between healthy lifestyle choices and mental health among students: a cross sectional study by Yan Wang, Jiayu Zhang, Lihua Huang, Xiaonan Li, Yanyan Zhong

“…We employed Chi-square tests and binary logistic regression to evaluate the association between healthy lifestyle choices and mental health and identify other influencing factors. …”
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Demographic Correlates of Infant Feeding Practices and Growth Performance in the First Year of Life by Leila M. Shinn, Christy C. Tangney, Caitlyn Busche, Christine M. Sharp, Mary C. Mullen

“…Growth as a function of FP was assessed using repeated measures ANOVA, while logistic regression was used to describe the correlates of RWG. …”
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Non-Completely Displaced Traumatic Rib Fractures: Potentially Less Crucial for Pulmonary Adverse Outcomes, Regardless of Classification by Hongrye Kim, Su Young Yoon, Jonghee Han, Junepill Seok, Wu Seong Kang

“…Least absolute shrinkage and selection operator (LASSO) regression was conducted to select risk factors and minimize overfitting. Multivariable logistic regression (MLR) was performed after LASSO. …”
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Prevalence and associated factors for poor mental health among young migrants in Sweden: a cross-sectional study by Sara Causevic, Anna Mia Ekström, Nicola Orsini, Anna Kagesten, Susanne Strömdahl, Mariano Salazar

“…Missing data indicator analysis and multivariable logistic regression models were conducted to estimate the association between mental health, sexual risk behaviour, demographic and migration-related variables. …”
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The association between neutrophil to high-density lipoprotein cholesterol ratio and gallstones: a cross-sectional study by Yinkang Wang, Xingchen Shang, Yinchao Zhang, Yu Zhang, Wei Shen, Qian Wu, Wenyi Du

“…By fully adjusted multivariate logistic regression analysis in the Model 3 section observed a significant positive association between NHR and gallstones with an odds ratio (OR) of 1.05 and a 95% confidence interval (CI) of (1.01, 1.10). …”
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Association of pan-immune inflammation value and lung health in adults by Ya Lin, Xiao Lin, Chufan Ren, Lanlan Song, Chao Gu

“…Restricted cubic spline (RCS) models were conducted to explore the relationships between PIV and respiratory health outcomes, while weighted linear regression models and weighted logistic regression models were the ones used for regression analysis. …”
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Poor Control of Plasma Triglycerides Is Associated with Early Decline of Estimated Glomerular Filtration Rates in New-Onset Type 2 Diabetes in China: Results from a 3-Year Follow-U... by Chuan Wang, Lingshu Wang, Kai Liang, Fei Yan, Xinguo Hou, Fuqiang Liu, Li Chen

“…We conducted a 3-year follow-up study, involving 283 subjects with new-onset T2DM, and observed the effect of baseline and follow-up metabolic abnormalities, especially dyslipidemia, on the early damage of kidney function using multiple logistic regression analysis. Results. After 3 years follow-up, patients achieved a better control of body weight, hypertension, and blood glucose. …”
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Factors Associated with the Severity of Stress Urinary Incontinence in Elderly Women by Suting Li, Zhi Wang, Lian Yang, Shaoying Liu, Lili Jing, Li Hong

“…Factors such as pelvic floor muscle strength, vaginal wall prolapse, uterine prolapse, and the morphology of the largest urethral opening all significantly impacted the severity of SUI symptoms in this population (p < 0.05). Multivariate logistic regression analysis identified age, the number of vaginal deliveries, chronic constipation, anterior vaginal wall prolapse, a history of postpartum urinary incontinence, and the shape of the maximum urethral opening as independent factors influencing SUI severity in older women (p < 0.05). …”
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The Associations of Platelet Activation and Coagulation Parameters with Obstructive Sleep Apnoea: A Large-Scale Observational Study by Jundong Yang, Wenjun Xue, Zhicheng Wei, Caiqiong Hou, Huaming Zhu, Huajun Xu, Xiaolin Wu, Yunhai Feng, Xinyi Li

“…The relationships between coagulation markers and OSA were evaluated using Pearson’s correlation, binary logistic regression, and restricted cubic spline (RCS) analyses. …”
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Technological-Based Interventions in Cancer and Factors Associated With the Use of Mobile Digital Wellness and Health Apps Among Cancer Information Seekers: Cross-Sectional Study by Ogochukwu Juliet Ezeigwe, Kenechukwu Obumneme Samuel Nwosu, Oladipo Kunle Afolayan, Akpevwe Amanda Ojaruega, Jovita Echere, Manali Desai, Modupe Olajumoke Onigbogi, Olajumoke Ope Oladoyin, Nnenna Chioma Okoye, Pierre Fwelo

“…We performed weighted univariate and multivariable logistic regression to determine the association between the use of health and wellness apps and socioeconomic factors, medical history and conditions, and lifestyle and behavioral factors. …”
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Accessing medical records for research in South African public hospitals: a reflective narrative by Daphney Nozizwe Conco, Boitumelo Komane, Emelda Boikanyo, Zinhle Khadija Maneli, Mothupi Boikanyo, Sharon Fonn

“…Obtaining permission from various gatekeepers was arduous and complex, often presenting logistical challenges. We had both positive and negative experiences with the street-level bureaucrats, including hospital staff responsible for creating, curating, and safeguarding medical records. …”
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Prevalence of malaria and associated factors among febrile children under 15 years at Bududa General Hospital, Eastern Uganda by Benson Okongo, Daisy Asiimwe, Clinton Olong, Enoch Muwanguzi, Robert Wagubi

“…The data collected were entered into an Excel spreadsheet and analysed using STATA version 14. Logistic regression models were used to determine the factors associated with malaria, and we considered ≤ 0.05 as the level of significance. …”
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Clinical Response Predictive Model for Omalizumab in Moderate-to-Severe Asthma Patients by Ruiqi Qian, Lingyi Yang, Xurui Shen, Cheng Chen, Jianan Huang, Xiuqin Zhang, Cuiping Fu

“…We used the selection operator method to build a logistic model and evaluated the clinical response of omalizumab in these patients. …”
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Mid-term outcomes of a smoking cessation program in hospitalized patients in Türkiye by Esin B. Konyalıhatipoğlu, Dilek Karadoğan, Tahsin Gökhan Telatar, Ünal Şahin

“…Quitters were confirmed by exhaled air carbon monoxide testing. Logistic regression analysis was performad to evaluate the presence of admission to emergency department and family physicians at 1st year follow up, model was adjusted regarding age, sex, presence of malignancy and education level. …”
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Long-term mortality in patients with end-stage renal disease undergoing hemodialysis and peritoneal dialysis: a propensity score matching retrospective study by Pengjie Zhang, Liru Xun, Nan Bao, Ding Tong, Bin Duan, Du Peng

“…After matching, Kaplan–Meier curve analysis with log-rank test was performed, which showed a significant difference in the survival rates between the two groups (p = .001). Logistic multifactor regression analysis revealed that age, weight, hypertension, serum creatinine, and combined neoplasms influenced the survival rate of patients with ESRD (p < .05). …”
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Demographic Associations of Diabetes Status by Both Fasting Plasma Glucose Concentration and Glycated Hemoglobin in a Community Survey in Galle District, Sri Lanka by Keddagoda Gamage Piyumi Wasana, Anoja Priyadarshani Attanayake, Thilak Priyantha Weerarathna, Kamani Ayoma Perera Wijewardana Jayatilaka

“…Group 01 (diabetes status diagnosed by both tests) and group 2 (diabetes status diagnosed only by FPG) were compared using independant sample t-test and chi-square test. Logistic regression was used to study the association between the demographic factors and the diabetes status by both tests. …”
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Clinicopathological characteristics and outcomes of PLA2R related idiopathic membranous nephropathy in patients with seronegative PLA2R antibodies by Xue Li, Yang Shen, Yanchun Li, Lijie Ma, Qianmei Sun

“…Compared with SAb+/GAg + patients, SAb−/GAg + patients presented with higher levels of albumin, lower levels of cholesterol and low density lipoprotein cholesterol (all p < .01), but similar pathological manifestations of kidney biopsy. Multivariate logistic analyses indicated that low albumin (0.79 [95%CI: 0.66–0.95], p = .01) and high cholesterol (1.81 [95%CI: 1.02–3.19], p = .04) were correlated with seropositivity of PLA2R antibody. …”
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