If the prevalence of a disease in a population increases,  the predictive value of a positive test -
Effect of prevalence on positive predictive value -
As prevalence of disease increases in a population, PPV of screening test increases.
It is easy to understand, if the number of patients increases in a population the probability of a positive test will also increases.
See following examples
Decreases
Increases
Remains constant
Becomes compromised