What hardware components should be considered when deciding what applications to install in a computer.

Depends on what kind of application you are trying to install. Generally speaking there are 3 types of computers. As an example, gaming application would potentially need more memory, high end graphics card, monitor with higher resolution and dpi, etc. Regular application should work on any cheap commodity hardware.