Develop a synthesized discussion on the following questions:

1. What is the difference between a normal distribution and a skewed distribution?

2. What causes a skew and how might a researcher deal with skewed data?

3. Under what conditions would it be acceptable to allow skewed variables in a research study?

4. Provide in-text citations to support your answer.