General recommendation is that a bedside lamp sit high enough that the lampshade bottom sits between your chin and shoulder when seated on your bed. Placement between your shoulder and chin prevents unnecessary glare into your eye. Ensure that lamp base height is 2 to 3 inches taller than the nightstand.
The recommended brightness of the table lamp depends on the task you are doing.