What are the relative strengths and shortcomings of quantitative and qualitative methodologies?

Objectives:
Compare qualitative and quantitative methodologies.
Assessment Description
What are the relative strengths and shortcomings of quantitative and qualitative methodologies? Consider the comparative advantages and disadvantages in terms of design components including sampling strategies, methods of data collection, and data analysis approaches.