Health-related dimensions of fishers for sustainable commercial fisheries in the Atlantic Gulf of Guinea: Ecological and social assessments by Isa Oalekan Elegbede, Saud. M Al Jufaili, Toheeb Lekan Jolaosho, Babalola Tesleem, Awe Folalu Adekunle, Olarinmoye Oluwatosin Modupe, Salisu Monsuru Adekunle, Adedeji-Adenola Halimat

“…The study examines the relationships between demographic variables, health-related indicators, and certification program participation using multivariate analyses, including Chi-square and standard logistic regression models. The findings revealed that fishers participating in the FOS certification program reported better health conditions, lower risks, and higher insurance coverage levels than their BAU counterparts. …”
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Compliance status of tobacco control laws in the university setting of Bangladesh: an analytical study followed a mixed-method approach by Nasrin Akter, Bilkis Banu, Sujana Haque Chowdhury, Tahsin Tasneem Tabassum, Sarder Mahmud Hossain

“…Appropriate ethical issues were addressed. Logistic regression analysis was performed to find out the determinants. …”
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Cryptosporidium Infection and Associated Risk Factors among Cattle in the Central Region of Ghana by Kwabena Dankwa, Patrick K. Feglo, Samuel V. Nuvor, Michael Aggrey-Korsah, Mohamed Mutocheluh

“…Pearson’s chi-square or Fisher’s exact test was used to determine the association between explanatory variables and Cryptosporidium infection while a logistic regression model was also used to determine the risk of infection. …”
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Sonographic Assessment of Intravascular Fluid Estimate (SAFE) Score by Using Bedside Ultrasound in the Intensive Care Unit by Keith Killu, Victor Coba, Dionne Blyden, Semeret Munie, Darlene Dereczyk, Pridvi Kandagatla, Amy Tang

“…Applying a numerical scoring system was evaluated by Fisher’s exact testing and multinomial logistic model to predict the volume status based on ultrasound scores and the classification accuracy. …”
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Knowledge, Attitude, and Food Safety Practices among Street Food Vendors at a Metropolitan District in Ghana: A Cross-sectional Study by Abraham Norman Nortey, Hubert Amu, Ebenezer Senu, Alfred Effah

“…Data collected were analyzed with the chi-square test and binary logistic regression using Stata (version 16) software. …”
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COVID-19 in the years 2020 to 2022 in Germany: effects of comorbidities and co-medications based on a large-scale database analysis by Roland Linder, Jonas Peltner, Anatoli Astvatsatourov, Willy Gomm, Britta Haenisch

“…We performed a descriptive analysis to describe the proportion of patients in the two cohorts who were diagnosed with comorbidities or medication use known to influence the risk of COVID-19 progression. Multiple logistic regression models were used to identify risk factors for disease progression. …”
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Anemia among Women Attending Antenatal Care at the University of Gondar Comprehensive Specialized Referral Hospital, Northwest Ethiopia, 2017 by Wubet Worku Takele, Amare Tariku, Fasil Wagnew Shiferaw, Amare Demsie, Wondale Getinet Alemu, Degefaye Zelalem Anlay

“…Anemia was defined as hemoglobin concentration below 11 g/dl. The multivariable logistic regression model was employed to identify associated factors and to control the possible effects of confounders. …”
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Prevalence and Associated Factors of Overweight and Obesity among Primary School Children Aged 7–17 Years in Urban Mbarara, Uganda by Benedict Twinomugisha, Abdon Marius Birungi

“….: 1.9–13.0) was independently associated with overweight/obesity on multivariate logistic regression analysis. Girls who participated in our study were more overweight than boys. …”
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Prevalence of and factors associated with tobacco smoking in the Gambia: a national cross-sectional study by Abu Naser Zafar Ullah, Md Shariful Islam, Md Golam Rabbani, Haifaa AlWajeah, Md Ferdous, Nusrat Sharmin Mahfuza, Daniel Konka, Eva Silenga

“…Descriptive analysis, prevalence and logistic regression methods were used to analyse data to identify the potential determinants of tobacco smoking.Results The response rate was 93%. …”
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Possibilities of Using Regional Index-Flood Method with Annual Maximum and Partial Duration Series: A Case Study of Susurluk River Basin, Turkey by Havva Eylem Polat, Ayşe Doğanülker, Alper Serdar Anlı

“…Annual maximum flood series provided homogeneity in the Susurluk basin as a single region, and the Generalized Logistic (GLO) distribution fits the AMS. PDS was extracted according to the threshold levels determined using the variance-mean ratio and frequency factors. …”
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Prediction of mortality and prioritisation to tertiary care using the 'OUR-ARCad' risk score gleaned from the second wave of COVID-19 pandemic-A retrospective cohort study from Sou... by Narendran Gopalan, Vinod Kumar Viswanathan, Vignes Anand Srinivasalu, Saranya Arumugam, Adhin Bhaskar, Tamizhselvan Manoharan, Santosh Kishor Chandrasekar, Divya Bujagaruban, Ramya Arumugham, Gopi Jagadeeswaran, Saravanan Madurai Pandian, Arunalatha Ponniah, Thirumaran Senguttuvan, Ponnuraja Chinnaiyan, Baskaran Dhanraj, Vineet Kumar Chadha, Balaji Purushotham, Manoj Vasanth Murhekar

“…The relative distribution of the various parameters among survivors and non-survivors including self-reported comorbidities helped to derive the individual risk scores from parameters significant in the multivariable logistic regression. The 'OUR-ARCad' risk score components were-Oxygen saturation SaO2<94%-23, Urea > 40mg/dL-15, Neutrophil/Lymphocytic ratio >3-23, Age > 50 years-8, Pulse Rate >100-8 and Coronary Artery disease-15. …”
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Mortality Predictive Value of APACHE II and SOFA Scores in COVID-19 Patients in the Intensive Care Unit by Mohammad Taghi Beigmohammadi, Laya Amoozadeh, Forough Rezaei Motlagh, Mojgan Rahimi, Maziar Maghsoudloo, Behzad Jafarnejad, Babak Eslami, Mohammad Reza Salehi, Kazem Zendehdel

“…Two groups of survived and nonsurvived patients were compared by the chi-square test for categorical variables and an independent sample t-test for continuous variables. We used logistic regression models to estimate the mortality risk of high APACHE II and SOFA scores. …”
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Risk factors for lymphatic leakage following radical cystectomy and pelvic lymph node dissection in patients with muscle-invasive bladder cancer by Zixuan Xue, Ye Yan, Huiying Chen, Hai Mao, Tianwu Ma, Guoliang Wang, Hongxian Zhang, Lulin Ma, Jianfei Ye, Kai Hong, Fan Zhang, Shudong Zhang

“…Patients were categorized into lymphatic leakage(n = 254)and non-leakage groups (n = 280) and compared demographic, perioperativ and pathologic factors. Multivariate logistic regression was applied to identify risk factors for lymphatic leakage. …”
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Frequency of Lower Lung Field Tuberculosis in Diabetes Mellitus Patients Attending Tertiary Care Hospital in Bangladesh: A Cross‐Sectional Study by Raihan Kamal Galib, Susanta Kumar Paul, Khujjista Akter, Manzurul Ibrahim Musa, Dip Jyoti Sarker, Shah Ashiqur Rahman Ashiq Choudhury, Shipan Chandra Paul, Rajashish Chakrabortty

“…A chest x‐ray posterior‐anterior (P/A) view was done to assess the frequency and patterns of lung involvement. Logistic regression analysis was performed to evaluate the risk factor of DM for the development of TB. …”
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Association Between Dietary Inflammatory Index and Triglyceride Glucose-Body Mass Index with Iron Deficiency in Reproductive Age Women: Evidence from NHANES 2005-2018 by Ding J, Xu Z, Liang R, Xie S

“…The association between DII, TyG-BMI and ID was assessed using weighted logistic regression, linear regression and restricted cubic spline (RCS) models, with receiver operating characteristic (ROC) curve analysis for diagnostic power. …”
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Association of Albumin‐To‐Creatinine Ratio With Diabetic Retinopathy Among US Adults (NHANES 2009–2016) by Han Dai, Ling Liu, Weiwei Xu

“…Methods This cross‐sectional study analysed data from 2594 diabetic adults in the National Health and Nutrition Examination Survey (NHANES 2009–2016). Multivariate logistic regression models, adjusted for demographic (sex, age, race and education) and clinical factors (WBC, PLT, RDW, HbA1c, HBP and CHD), examined the associations between biomarkers and DR. …”
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Machine Learning-Based predictive model for adolescent metabolic syndrome: Utilizing data from NHANES 2007–2016 by Yu-zhen Zhang, Hai-ying Wu, Run-wei Ma, Bo Feng, Rui Yang, Xiao-gang Chen, Min-xiao Li, Li-ming Cheng

“…Based on the training set, we built eight machine learning models and a multifactor logistic regression model, evaluating nine predictive models in total. …”
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Apoptosis antagonizing transcription factor expression and its validation as a potential diagnostic and prognostic biomarker in oral squamous cell carcinoma by Ainiwaerjiang Abudourousuli, Zumulaiti Aierken, Hasiyati Mamuti, Tuxunayi Yimamu, Chengli Da

“…Functional enrichment analyses were conducted to identify potential signaling pathways and biological functions associated with AATF. Logistic regression analyses were employed to evaluate the relationship between AATF expression and clinicopathological features. …”
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The ANGPTL8 rs2278426 (C/T) Polymorphism Is Associated with Prediabetes and Type 2 Diabetes in a Han Chinese Population in Hebei Province by Guangsen Hou, Yong Tang, Luping Ren, Yunpeng Guan, Xiaoyu Hou, Guangyao Song

“…Differences in genotype and allele distributions were compared by the chi-square test and one-way analysis of variance, and a post hoc pairwise analysis was performed using the Bonferroni test. The logistic regression technique was adjusted for age, sex, and body mass index. …”
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Effect of Pregnant Mothers’ Forum Participation on Birth Preparedness and Complication Readiness among Pregnant Women in Dale District, Southern Ethiopia: A Comparative Cross-Secti... by Bizuayehu Bogale, Ayalew Astatkie, Negash Wakgari

“…Data were entered and analyzed using SPSS version-20. Multiple logistic regression analysis was used to identify the effect of pregnant mothers’ forum membership on birth preparedness and complication readiness adjusting for other variables. …”
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