Oral-malodor measurement and intention to quit smoking in men: A before–after study by Naoko Yatabe, Takashi Hanioka, Nao Suzuki, Atsushi Shimazu, Marie Naito

“…This study analyzed 241 men aged 20–54 years (mean: 33.2 ± 10.5) to examine factors associated with the intention to quit in multivariable logistic regression analyses for age, tobacco type (cigarettes and heated-tobacco products), and category of tobacco consumption. …”
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Impact of type 2 diabetes variants identified through genome-wide association studies in early-onset type 2 diabetes from South Indian population by Samuel Liju, Manickam Chidambaram, Viswanathan Mohan, Venkatesan Radha

“…We confirm the association of the HHEX variant rs1111875 with EOT2D in this South Indian population and also the association of CDKN2A/2B (rs7020996) and TCF7L2 (rs4506565) with EOT2D. Logistic regression analyses of the TCF7L2 variant rs4506565(A/T), showed that the heterozygous and homozygous carriers for allele ‘T’ have odds ratios of 1.47 (95% confidence interval [CI], 1.17 to 1.83; p = 0.001) and 1.65 (95% CI, 1.18 to 2.28; p = 0.006) respectively, relative to AA homozygote. …”
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Neonatal and perinatal mortality in the urban continuum: a geospatial analysis of the household survey, satellite imagery and travel time data in Tanzania by Lenka Benova, Claudia Hanson, Aliki Christou, Aline Semaan, Peter M Macharia, Jessie Pinchoff, Andrea B Pembe

“…Bivariate and multilevel multivariable logistic regression models were constructed to explore associations between urbanicity and neonatal/perinatal deaths.Results Both neonatal and perinatal mortality rates were highest in core urban and lowest in rural clusters. …”
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CAPTCHA as a Visual Performance Metric in Active Macular Disease by Gautam Vangipuram, Aaron Y. Lee, Kasra A. Rezaei, Lisa C. Olmos De Koo, Yewlin E. Chee, Jennifer R. Chao, Catherine Egan, Cecilia S. Lee

“…The goodness of fit using logistic regression analysis for the dependent variables of either IRF or SRF did not improve accounting for average edit distance (p=0.49, p=0.27) or percent correct (p=0.89, p=0.61). …”
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Association of the body roundness index with chronic diarrhea and chronic constipation: findings based on the National Health and Nutrition Examination Survey 2005–2010 data by Yinda Wang, Fei Chen, Binzhong Zhang, Zhengwei Song

“…To assess the relationship between digestive health and the BRI, this study employed weighted logistic regression analysis. To capture and visualize the nuanced interplay between BRI and gastrointestinal patterns, we utilized advanced nonlinear regression methods, specifically restricted cubic spline (RCS) analyses. …”
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A machine learning framework for short-term prediction of chronic obstructive pulmonary disease exacerbations using personal air quality monitors and lifestyle data by M. Atzeni, G. Cappon, J. K. Quint, F. Kelly, B. Barratt, M. Vettoretti

“…The framework employs (i) k-means clustering to uncover potentially distinct patient sub-types, (ii) supervised ML techniques (Logistic Regression, Random Forest, and eXtreme Gradient Boosting) to train and test predictive models for each patient sub-type and (iii) an explainable artificial intelligence technique (SHAP) to interpret the final models. …”
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Stunting and Associated Factors among Under-Five-Age Children in West Guji Zone, Oromia, Ethiopia by Eyob Afework, Selamawit Mengesha, Demelash Wachamo

“…Data were entered into Epi Info software version 3.5.1 and exported to SPSS version 23 for analysis for descriptive and logistic regression models. Result. The prevalence of stunting was 244 (31.8%) with 95% CI (28.6–35.2) among under-five-age children. …”
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Iron and folic acid supplementation compliance during pregnancy and its effect on post-pregnancy anaemia among reproductive-age women in East Africa by Melaku Tadege Engidaw, Patricia Lee, Faruk Ahmed

“…We used multilevel mixed-effect logistic regression analysis to identify associated factors with IFA supplementation compliance during pregnancy. …”
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Prevalence and Associated Risk Factors of Salmonella, Shigella, and Intestinal Parasites among Food Handlers in Motta Town, North West Ethiopia by Tibebu Yesigat, Mohabaw Jemal, Wubet Birhan

“…Data were entered using statistical package Epi-Data Version 3.1 and analysed with logistic regression using SPSS version 25 and Fisher’s exact test. …”
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Incidence and Associated Factors of Laryngospasm among Pediatric Patients Who Underwent Surgery under General Anesthesia, in University of Gondar Compressive Specialized Hospital,... by Wubie Birlie Chekol, Debas Yaregal Melesse

“…Variables with P value less than <0.2 in bivariate analysis were fitted into the multivariable logistic regression analysis to identify factors associated with laryngospasm. …”
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Treatment Preferences of Physicians Treating Adult Patients with Attention-Deficit/Hyperactivity Disorder in the United States and Canada: A Discrete Choice Experiment by Jeff Schein, Martin Cloutier, Marjolaine Gauthier-Loiselle, Maryaline Catillon, Yan Meng, Beatrice Libchaber, Fanny Jiang, Ann Childress

“…Preference weights for efficacy (improvement in ADHD symptoms) and safety [risks of adverse events (AEs)] attributes were estimated using a conditional logistic regression model, and were used to calculate the willingness to trade-off and relative importance of the attributes. …”
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Validation of a paediatric sepsis screening tool to identify children with sepsis in the emergency department: a statewide prospective cohort study in Queensland, Australia by Paula Lister, Kristen Gibbons, Luregn J Schlapbach, Adam Irwin, Michael Rice, Sainath Raman, Amanda Harley, Patricia Gilholm

“…We assessed the performance of the paediatric sepsis screening tool using stepwise multiple logistic regression analyses with 10-fold cross-validation and evaluated the final model at defined risk thresholds.Setting Twelve emergency departments (EDs) in Queensland, Australia.Participants 3473 children screened for sepsis, of which 523 (15.1%) were diagnosed with sepsis.Interventions A 32-item paediatric sepsis screening tool including rapidly available information from triage, risk factors and targeted physical examination.Primary outcome measure Senior medical officer-diagnosed sepsis combined with the administration of intravenous antibiotics in the ED.Results The 32-item paediatric sepsis screening tool had good predictive performance (area under the receiver operating characteristic curve (AUC) 0.80, 95% CI 0.78 to 0.82). …”
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The Role of Lifestyle Factors in Controlling Blood Pressure among Hypertensive Patients in Two Health Facilities in Urban Ghana: A Cross-Sectional Study by Emefa Modey Amoah, Darlene Esinam Okai, Adom Manu, Amos Laar, Joseph Akamah, Kwasi Torpey

“…Chi-squared tests and binomial logistic regression were used to determine the association between demographic and lifestyle factors with blood pressure control. …”
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Implementation effectiveness of ‘Problem solving for better health’ training in Lesotho using mixed methods and the reach, effectiveness, adoption, implementation and maintenance (... by Doris Akolbire, Lora L. Sabin, Paballo P. Lethunya, Abhinav Sharma, Howard J. Cabral, Brian W. Jack, Nancy A. Scott

“…Statistical analyses utilized paired T-tests and logistic regressions using STATA 17; content analysis was conducted on IDIs using NVivo12. …”
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Correlation of diabetes and adverse outcomes in hospitalized COVID-19 patients admitted to a tertiary hospital in China during a small-scale COVID-19 outbreak by Yu Li, Guanni Li, Jiahong Li, Zirui Luo, Yaxuan Lin, Ning Lan, Xiaodan Zhang

“…In addition, there were significant differences in age, heart rate, CRP, pH, potassium (K+), serum creatinine, white blood cell count, creatine kinase, the proportion with diabetic complications, treatment in ICU and mechanical ventilation between survivors and non-survivors of COVID-19 patients with diabetes. By multivariate logistic regression analysis, the death of COVID-19 patients with diabetes is positively correlated with age and CRP (p < 0.05), and has a trend towards significance with fasting blood glucose (p < 0.1). …”
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Using the socioecological model to explore factors associated with obesity among reproductive age women by Amanda Gilbert, Alicia Persaud, Sarah Farabi, Sarah Farabi, Cindy Schwarz, Debra Haire-Joshu, Rachel G. Tabak

“…Descriptive statistics and multivariate logistic regression models were used to determine associations between individual, interpersonal, and environmental level factors with weight status (overweight vs. obesity).ResultsAmong 221 participants (43% Hispanic/Latino, 51% High school or less), 37% were overweight and 63% had obesity. …”
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Energy-Saving Metro Train Timetable Optimization Method Based on a Dynamic Passenger Flow Distribution by Jingshuang Li, Fuquan Pan, Hailiang Tang, Sen Tong, Lixia Zhang, Xinguang Li, Xiaoxia Yang

“…In this study, the differences in the temporal and spatial distributions of metro line passenger flow were specifically considered, and an energy-saving metro train timetable optimization method focused on the dissipative regenerative braking energy utilization mode was studied. First, a logistic function is used to fit the passenger flow pattern of the origin-destination (OD) station pairs, and the number of passengers getting on and off at each station is derived by establishing the OD dynamic demand matrix for the entire metro line. …”
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Determinants of children ever born among ever-married women in Bangladesh: evidence from the Demographic and Health Survey 2017–2018 by Atikur Rahman, Zakir Hossain, Mohammad Lutfor Rahman, Enamul Kabir

“…A two-stage stratified sampling was used in both surveys. Mixed logistic regression modelling approach for binary responses was adapted to accommodate clustering effects via the generalised linear mixed model framework.Participants The study is based on 15 924 ever-married women in BDHS 2017–2018 (14 119 in BDHS 2014) of Bangladesh.Results As per the latest BDHS 2017–2018, 42.1% of reproductive women had three or more children. …”
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Analysis of Adverse Pregnancy Outcomes of Pregnant Women with Syphilis and Maternal-Infant Serological Association in Changzhou, China, 2015–2019 by Chaorong Bian, Zhiqiang Qin, Jieying Zhang, Mengtao Sun, Manman Gu, Kejin Chen

“…Demographic characteristics, laboratory tests, and medication were collected to describe adverse pregnancy outcomes and the distribution of non-pale leptospiral antibody titers during pregnancy. Multivariate logistic regression was used to analyze the factors influencing adverse pregnancy outcomes. …”
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Survival outcomes of marijuana users in p16 positive oropharynx cancer patients by Han Zhang, Michael Xie, Marc Levin, Stuart D. Archibald, B. Stanley Jackson, J. E. M. Young, Michael K. Gupta

“…Results Forty-Seven patients met inclusion criteria within each group. Univariate logistic regression analysis showed that age, gender, and cT-Stage were predictive of disease recurrence within both groups (p < 0.05). …”
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