If I publish the application in a store designed for Windows Phone 8, will Windows Phone 8.1 users be able to install it on their devices?
Yes, Windows Phone 8.1 users can use Windows Phone 8.0 applications. Because he has Backward compatibility. Applications created to work with Windows Phone 8 continue to function on Windows Phone 8.1 devices without republishing.
Backward compatibility