Resistance and voltage drop conclusion
No. This is only true if the current stays the same. 

Imagine a single resistor across a battery. Regardless of the battery voltage and the resistor value, the resistor has to drop all that voltage. 

 

Now a imagine a constant current source instead of the battery. Now the higher the resistor the higher the voltage drop because the current source forces more power through the same resistor as R increases.