A campus researcher wanted to investigate the factors that affect visitor travel time in a complex, multilevel building on campus. Specifically, he wanted to determine whether different building signs (building maps versus wall signage) affect the total amount of time visitors require to reach their destination and whether that time depends on whether the starting location is inside or outside the building. Three subjects were assigned to each of the combinations of signs and starting locations, and travel time in seconds from beginning to destination was recorded. Here is a partial result of the analysis. ANOVA Source of Variation Signs Starting Location Interaction Within Total SS 14008.33 12288 48 35305.33 61649.67 The within (error) degrees of freedom is af (final answer is a whole number, e.g. 20)

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