Insulin therapy adherence and its associated factors among diabetic patients in a Ghanaian primary care hospital. by Israel Abebrese Sefah, Michael Mensah, Araba Ata Hutton-Nyameaye, Emmanuel Sarkodie, Johanna C Meyer, Brian Godman, Varsha Bangalee

“…Descriptive statistics, a chi-square test of independence, and a multiple logistic regression analysis were performed using STATA version 14 (StataCorp, TX USA).…”
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The COVID-19 pandemic and self-reported food insecurity among women in Burkina Faso: evidence from the performance monitoring for action (PMA) COVID-19 survey data by Ortis Yankey, Marcellinus Essah, Prince M. Amegbor

“…We conducted two analyses using logistic regression. The first analysis focused on self-reported food insecurity and its association with the socioeconomic variables, and the second analysis focused on whether there was an increase in self-reported food insecurity compared with pre-pandemic levels and its association with the socioeconomic factors. …”
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Knowledge, Attitude, and Associated Factors towards Colostrum Feeding among Antenatal Care Attendant Mothers in Gununo Health Centre, Wolaita Zone, Ethiopia 2019: Cross-Sectional S... by Addisu Yeshambel Wassie, Natnael Atnafu Gebeyehu, Kelemu Abebe Gelaw

“…Variables found to have a p-value < 0.2 in the binary logistic regression were entered into multivariate analysis and strength of association was declared at p-value < 0.05. …”
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Understanding barriers to veterinary involvement in dairy calf health management by Kristen Y. Edwards, Angel Abuelo, Stephen J. LeBlanc, Trevor J. DeVries, Michael A. Steele, Joao H. C. Costa, David L. Renaud

“…A questionnaire was administered to veterinarians, collecting data on demographics, satisfaction with calf health management knowledge, involvement in decision-making, satisfaction with calf health involvement, frequency of calf health record analysis and feedback, topics of interest for further learning, and preferred learning formats. Multivariable logistic regression models were used to assess associations between variables and outcomes. …”
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Association between Serum Uric Acid Levels and Perinatal Outcome in Women with Preeclampsia by Robinson Uchenna Ugwuanyi, Irozuruike Munachiso Chiege, Felix Eke Agwu, George Uchenna Eleje, Nonso Martin Ifediorah

“…Associations between categorical variables such as preeclampsia severity and perinatal outcomes were done using logistic regression while means of continuous variables such as serum uric acid were compared using Student’s t-test. …”
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Shaping the future of primary healthcare: Factors influencing medical students’ preference for family medicine specialty in Qatar by Maryam A. Al-Rashid, Muna T Abed Alah, Areej S. Al-Hamad, Michail Nomikos, Marwan F. Abu Hijleh

“…Mann–Whitney U-test tested the difference in preference for family medicine specialty by various students’ characteristics. Logistic regression analysis performed to identify factors related to preferring Family Medicine. …”
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Assessing Glioblastoma Treatment Response Using Machine Learning Approach Based on Magnetic Resonance Images Radiomics: An Exploratory Study by Amirreza Sadeghinasab, Jafar Fatahiasl, Marziyeh Tahmasbi, Sasan Razmjoo, Mohammad Yousefipour

“…Applied machine learning models included support vector machine (SVM), random forest (RF), K‐nearest neighbors (KNN), AdaBoost, categorical boosting (CatBoost), light gradient boosting machine (LightGBM), extreme gradient boosting (XGBoost), Naïve Bayes (NB) and logistic regression (LR). Ten‐fold cross‐validation was used to validate the models. …”
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Sexual and Reproductive Health Services Utilization and Associated Factors among College Students at West Arsi Zone in Oromia Region, Ethiopia by Demelash Wachamo, Yadessa Tegene, Abdisa Tibeso, Assefa Washo

“…Data entry and analysis for descriptive and logistic regression models were performed by using SPSS (version 23). …”
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High Seroprevalence of Autoantibodies Typical of Autoimmune Liver Disease in Eastern Ethiopia: Is Chewing of Khat (Catha edulis) a Triggering Factor? by Stian Magnus Staurung Orlien, Tekabe Abdosh Ahmed, Nejib Yusuf Ismael, Nega Berhe, Trine Lauritzen, Svein Gunnar Gundersen, Asgeir Johannessen

“…Seroprevalence of antinuclear (ANA), antismooth muscle (SMA), and antimitochondrial antibodies (AMA) were determined and compared between the groups using logistic regression models to adjust for age and sex. …”
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Effect of Parental Migration Background on Childhood Nutrition, Physical Activity, and Body Mass Index by Mohsen Besharat Pour, Anna Bergström, Matteo Bottai, Inger Kull, Magnus Wickman, Niclas Håkansson, Alicja Wolk, Tahereh Moradi

“…Odds ratios (ORs) and 95% confidence intervals (95% CIs) were calculated using multivariable logistic regression. Results. Children of immigrants complied more closely with Nordic Nutrition Recommendations compared with those of Swedes (OR = 1.35, 95% CI 1.11–1.64). …”
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Multicentric study of adherence to antiseizure medications among adults with epilepsy attended in neurology departments in Burkina Faso by Alfred Anselme Dabilgou, Alassane Dravé, Julie Marie Adeline Wendlamita Kyelem, Adama Kaboré, Christian Napon, Athanase Millogo, Kapouné Karfo, Jean Kaboré

“…Adherence to antiseizure medications (ASM) was measured using the Morisky Medication Adhesion Scale (MMAS). Logistic regression analysis was used to investigate factors associated with adherence. …”
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Investigation of the Prevalence and Diagnosis of Chronic Obstructive Pulmonary Disease in a Group of Elderly Individuals Residing in an Island Area of Ningbo by Wei Sheng, Youchang Huang, Zaichun Deng, Hongying Ma

“…Body mass index, family history of respiratory diseases, and exposure to biomass smoke from cooking were not risk factors for COPD. (3) Multivariate logistic regression analysis revealed that age and smoking were independent risk factors for COPD. (4) Receiver operating curve analysis revealed that, at a cutoff of 19.5, the highest sum of sensitivity and specificity was 69.7% and 75.5%, respectively. …”
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Comparison of Chest Computed Tomography (CT) Imaging Patterns and Severity among COVID-19 Patients during the First and Fourth Waves in Addis Ababa, Ethiopia by Lensa Million Baharu, Amir Alwan, Seife Teferi Dellie, Tesfaye Kebede Legesse, Kibruyisfaw Weldeab Abore

“…Data were collected from July 1 to August 3, 2022, using a structured Google form sheet questionnaire. Binary logistic regression was performed, and statistical significance was assessed at a level of significance α = 0.05. …”
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Safety and effectiveness of appropriately and inappropriately dosed rivaroxaban or apixaban versus warfarin in patients with atrial fibrillation: a cohort study with nested case–co... by Luis Alberto García Rodríguez, Pareen Vora, Luke Roberts, Gunnar Brobert, Samuel Fatoba, María Eugenia Sáez, Antonio González-Pérez

“…Cases were matched to controls on age, sex and OAC naïve status. Using logistic regression, adjusted ORs with 95% CIs were calculated for the outcomes comparing apixaban/rivaroxaban use (appropriate or inappropriate dosing based on the product label criteria) and warfarin.Results For IS/SE, ORs (95% CIs) for apixaban versus warfarin were 1.19 (0.92–1.52) for appropriate dose and 1.01 (0.67–1.51) for inappropriate dose; for rivaroxaban versus warfarin, estimates were 1.07 (0.83–1.37) for appropriate dose and 1.21 (0.78–1.88) for inappropriate dose. …”
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Intention to use mobile phone-based TB screening among HIV patients in Debre Tabor Town public health facilities, Northwest Ethiopia: a cross-sectional study by Teshager Workneh Ayalew, Kassahun Dessie Gashu, Adamu Takele Jemere, Nebebe Demis Baykemagn

“…Epi-data 4.6 was utilized for data entry, and analysis was performed using Stata 14. Binary logistic regression analysis was employed to assess factors associated with the outcome variable. …”
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Assessment of the Clinical Usefulness of Preoperative Computed Tomography in Colorectal Cancer Patients Who Received Unplanned Reoperation by Rui Wang, Yi Gao, Jia-Yi Li, Zhong-Hui Wang, Qin-qing Li, Jun Feng, Chengde Liao

“…All data were statistically analysed for predicting postoperative complications by univariate and multivariate logistic regression analyses. Results. Ninety patients received an unplanned reoperation in the study, and 40% (36/90) of these patients underwent preoperative CT examination. …”
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Predictive model for determining the indications for automated 3D ultrasound for screening patients at low risk of developing breast tumors by A. E. Garanina, A. V. Kholin

“…Based on these data, a logistic regression was compiled, followed by the selection of the most significant model by cutting off insignificant factors according to the p-level of significance and presenting the model as a ROC curve.Results. …”
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Analysis of risk factors for radiation-induced oral mucositis for nasopharyngeal carcinoma and prognostic value of EGF and STREM-1 by Puyu Jiang, Po Xue, Jiani Wu

“…The risk factors of RIOM were evaluated by multivariate logistic regression. According to the severity of RIOM, patients who developed RIOM were divided into mild and severe groups, and the correlation between EGF, sTREM-1 and the severity of RIOM was analyzed by linear regression. …”
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Economic impact of road accidents on costs of employee turnover: A quantitative study from Poland by Agata Małgorzata Jaździk-Osmólska, Magdalena Kalbarczyk Kalbarczyk, Daniel Trzaskowski, Robert Wojtachnik, Adrianna Trzaskowska-Dmoch

“…Typically, the aspect of risk in road safety in the operations of enterprises is viewed in the context of transport or logistic companies. However, the risk of becoming a road accident victim is not limited to fleet drivers. …”
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Association between inflammatory indices and preoperative deep vein thrombosis in patients undergoing total joint arthroplasty: a retrospective study by Xiaojuan Xiong, Peng Hu, Ting Li, Shuang Yu, Qingxiang Mao

“…Methods We created the receiver operator characteristic (ROC) curve using the ratios of SII, MLR, NLR, PLR to DVT before TJA, divided the enrolled patients into groups based on the cut-off value, and then analyzed risk factors for DVT before TJA in the multivariate binary logistic regression analysis. Results A total of 2125 patients were enrolled and preoperative DVT occurred in 110 cases (5.18%). …”
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