Tobacco and alcohol use, fruit and vegetable consumption, physical activity habits, and participation in routine checkups and cancer screenings among adults aged 40 and older with and without chronic diseases: A cross-sectional study.

People with chronic diseases used tobacco and alcohol less frequently than those without chronic diseases.

• Data drawn from the Turkey Health Survey-2022 with 12,555 participants aged 40 and older
• Chronic disease status was used as the grouping variable across 29 variables
• Both frequentist and Bayesian bivariate analyses confirmed this pattern
• Effect sizes for these associations were described as 'strictly small to moderate'

Adults with chronic diseases engaged in less physical activity compared to those without chronic diseases.

• Finding was consistent across both frequentist and Bayesian statistical methods
• Physical activity habits were among the 29 variables analyzed
• Effect sizes remained small to moderate, suggesting modest real-world differences
• The study population was 52% female, 42.8% overweight, and 46.8% reported good general health

Adults with chronic diseases participated more in routine checkups and cancer screenings than those without chronic diseases.

• Participation in routine checkups and cancer screenings was higher in the chronic disease group
• This pattern was detected by both frequentist and Bayesian analyses
• Effect sizes for screening participation were also characterized as small to moderate
• Sample included 12,555 adults aged 40 and older from the Turkey Health Survey-2022

Fruit and vegetable/salad consumption was similar between adults with and without chronic diseases.

• No meaningful difference in fruit and vegetable consumption was detected between the two groups
• This finding held across both statistical approaches used in the study
• Fruit and vegetable consumption was one of 29 variables analyzed
• The result suggests chronic disease diagnosis does not markedly alter dietary habits related to produce consumption

Frequentist and Bayesian bivariate tests yielded similar results, but multivariable logistic regression revealed critical divergences between the two approaches.

• Both bivariate frequentist and Bayesian tests produced consistent findings across the health behavior variables
• In multivariable logistic regression models, the Bayesian approach acted as 'a more conservative filter against weak predictors'
• The divergence between methods in multivariable models was described as a 'critical' difference
• The authors recommend placing more emphasis on effect sizes alongside frequentist or Bayesian approaches in future health research and policy-making

All statistically significant associations between chronic disease status and health behaviors were characterized by strictly small to moderate effect sizes.

• Effect size evaluation was conducted alongside both frequentist and Bayesian analyses
• The authors conclude that 'while behavioral shifts following a chronic disease diagnosis are statistically detectable, the real-world changes might be modest'
• Small to moderate effect sizes were found across tobacco use, alcohol use, physical activity, and screening participation
• The authors suggest public health interventions should offer 'targeted programs tailored to patients' limitations rather than generic advice'

The study population from Turkey Health Survey-2022 was predominantly middle-aged and older adults with notable rates of overweight status and chronic disease.

• Total sample size was 12,555 people aged 40 years and older
• 52% of participants were female
• 42.8% were classified as overweight
• 46.8% reported good general health
• Chronic disease diagnosis served as the primary grouping variable