An interesting piece from Harvard's Working Knowledge:

"The actual statistical calculations represent only 5 percent of the manager's work," says Frances Frei, an assistant professor at Harvard Business School who teaches two-day statistics seminars to corporate managers. "The other 95 percent should be spent determining the right calculations and interpreting the results."

Here are some guidelines for using statistics effectively: