Dan Lependorf at The Hardball Times looks at the correlations between wins, attendance, and payroll. He finds that attendance is most strongly correlated to wins in the previous year. Attendance is also sticky, so once a team goes up or down, they tend to stay there for a season. That’s why it’s important for teams to avoid long stretches of losing to keep the fans interested.