Logistic regression

Study of factors determining household willingness to pay for improved urban air quality in Khulna City, Bangladesh, based on survey data from 385 households.

A hybrid machine learning recommendation system for interior design services balances customization with cost constraints, achieving 83.62% accuracy in predicting user preferences.

Cross-sectional study of 571 Turkish adults examining relationships between Planetary Health Diet adherence, nutritional quality, and environmental footprints including carbon and water impacts.

Analysis of 403 US helicopter low-level flight accidents reveals Part 91 operations have 30% fatal accident rates versus 12% for Part 137, suggesting operational context impacts safety more than.

Discrete choice experiment reveals that people with advanced Parkinson's disease prioritize treatment efficacy and route of administration when selecting therapies.

Population-based case-control study of 5,210 mother-child dyads found no association between labor epidural analgesia and autism spectrum disorder diagnosis in offspring.

Study quantifying food insecurity prevalence among U.S. Army Reserve soldiers and identifying demographic risk factors including education level and race.

Multinomial logistic regression identified distinct predictors of perceived learning and grade achievement in online college courses, enabling differentiated student support strategies.

Population cohort study reveals declining DCD pancreas utilization despite good outcomes, while Hepatitis C and IVDU donors gain acceptance in transplantation practice.

Experimental study shows youth-oriented voting advice application significantly improved party position knowledge among Belgian voters aged 16–30, while generic version had no effect.

Intersectional analysis of depression disparities in All of Us data reveals that risk varies markedly by overlapping demographic identities and area-level socioeconomic factors.

Elevated triglyceride-glucose-body mass index and C-reactive protein independently associate with isolated nocturnal hypertension, a cardiovascular risk phenotype with normal daytime readings.

Analysis of Nigeria General Household Survey data reveals substantial regional variation in gender participation across farming, wholesale, and retail activities.

Cross-sectional study of 210 non-hospitalised adults identifies dysregulated breathing, deconditioning, and psychological distress as key factors in persistent post-COVID symptoms.

Study of 38,928 TB patients in Shenyang reveals 56.65% experience consultation delays. Female, elderly, ethnic minority, and farmer patients at highest risk. Targeted interventions needed.

Analysis of 2022 Survey of Consumer Finances data reveals employment and other poverty determinants affect male and female-headed households differently, suggesting need for targeted interventions.

Liaison-consultation psychiatric study identifying clinical phenotypes and risk markers in suicidal patients, examining 373 hospital consultations to characterize preventable risk profiles.

Retrospective validation of patient-initiated PreMA preconception screener demonstrates comparable predictive validity to established obstetric comorbidity indices for severe maternal morbidity.

Analysis of lifestyle profiles and traditional, complementary and integrative medicine adoption in Brazilian population reveals positive association between healthier behaviors and TCIM use.

Echocardiographic parameters independently predict adverse pregnancy outcomes in women aged 35+ with pregnancy-induced hypertension, with combined assessment achieving excellent discrimination.