It is known that a research design designates the logical manner in which individuals or other units are compared and analyzed. This design and the appropriate selected and applied statistical procedures serve as the basis for making interpretations of the data. Can anyone provide further suggestions for ensuring the design is appropriate and how to avoid certain pitfalls?