Question: Average undergraduate cost for tuition, fees, room, and board for all institutions last year was $19,410. A random sample of costs this year for 40 institutions of higher learning indicated that the sample mean was $22,098, and the sample standard deviation was $6050. At the 0.01 level of significance, is there sufficient evidence to conclude that the cost of attendance has increased?