The phrase "associated with preferred" is correct and usable in written English.
It can be used in contexts where you are discussing a relationship or connection between something and a preferred choice or option.
Example: "The features associated with preferred customer status include exclusive discounts and early access to new products."
Alternatives: "linked to preferred" or "related to preferred".
Age and educational level were most frequently associated with preferred level of participation in medical decision-making, finding that older patients and lower educated patients preferred a less active role.
If digital phenotyping is able to point to indices associated with preferred mental states and enhanced behavioral outcomes, whether at the individual or population levels, it could be plausible to provide real-time feedback to individuals, enabling them to sculpt their behavior toward enhanced mental health.
Recent studies from Kenya have shown that highland habitats created by deforestation or cultivation of natural swamps were associated with preferred breeding habitats [16], [17].
Additionally, several original studies have reported on factors associated with preferred role in medical decision-making.
Conscript allocation to RCS was also found to be significantly associated with preferred current and intended work locations (Table 2).
To examine which factors are associated with preferred role and perceived role we performed multivariate binary logistic regression analyses.
While age, sex, education and drug treatment history did not affect preferences, lower socio-economic status was associated with preferring treatment at lower risk [ 36].
For middle-aged patients, better perceived quality of life was associated with preferring CPR.
It was only among women that good salary was positively associated with preferring surgical specialties.
Persistent neck pain was most strongly associated with preferring medications (mean difference=1.249595% CI 0.67 to 1.82)) and sickness absence (mean difference=1.189595% CI 0.53 to 1.82)).
Being female and more educated was associated with preferring more active involvement (measured in relation to knowledge-seeking, desire for options and involvement in decisions).
