In: Accounting
a large hotel chain, has been using activity-based costing to determine the cost of a night's stay at their hotels.
One of the activities, "Inspection," occurs after a customer has checked out of a hotel room.
Fitzgerald
inspects every
10th
room and has been using "number of rooms inspected" as the cost driver for inspection costs. A significant component of inspection costs is the cost of the supplies used in each inspection.
Dawn
McAdams,
the chief inspector, is wondering whether inspection labor-hours might be a better cost driver for inspection costs.
Dawn
gathers information for weekly inspection costs, rooms inspected, and inspection labor-hours as follows:
Week |
Rooms Inspected |
Inspection Labor-Hours |
Inspection Costs |
---|---|---|---|
Week 1 |
260 |
85 |
$1,800 |
Week 2 |
328 |
129 |
2,560 |
Week 3 |
341 |
101 |
2,310 |
Week 4 |
437 |
142 |
2,850 |
Week 5 |
200 |
67 |
1,460 |
Week 6 |
245 |
80 |
1,750 |
Week 7 |
258 |
127 |
1,780 |
Week 8 |
331 |
146 |
2,260 |
Dawn
runs regressions on each of the possible cost drivers and estimates these cost functions:
Inspection
Costs=$246.60
+
($6.17
x Number of rooms inspected)
Inspection
Costs=$787.71
+
($11.94
x Inspection labor-hours)
1. |
Explain why rooms inspected and inspection labor-hours are plausible cost drivers of inspection costs. |
2. |
Plot the data and regression line for rooms inspected and inspection costs. Plot the data and regression line for inspection labor-hours and inspection costs. Which cost driver of inspection costs would you choose? Explain. |
3. |
Dawn expects inspectors to inspect306 rooms and work for124 hours next week. Using the cost driver you chose in requirement 2, what amount of inspection costs shouldDawn budget? Explain any implications ofDawn choosing the cost driver you did not choose in requirement 2 to budget inspection costs. |
1)
Rooms inspected and inspection labor-hours are plausible cost drivers of inspection costs because,
Inspection cost and the inspection cost of the labor is directly related economical because with increase in the inspection labor cost inspection cost also increases.
Inspection cost and the rooms inspection cost directly related economical because with increase in the rooms inspection cost inspection cost also increases.
2)
Regression analysis is relationship between the independent variable and the dependent variable
Relationship between the inspection cost and number of inspection labor hour
Week | Inspection labor-hours | Inspection costs |
Regression inspection costs Inspection Costs = $787.71+($11.94x Inspection labor-hours) |
1 | 85 | 1800 | 1802.61 |
2 | 129 | 2560 | 2327.97 |
3 | 101 | 2310 | 1993.65 |
4 | 142 | 2850 | 2483.19 |
5 | 67 | 1460 | 1587.69 |
6 | 80 | 1750 | 1742.91 |
7 | 127 | 1780 | 2304.09 |
8 | 146 | 2260 | 2530.95 |
Slope here is not steep which shows its good for weekly cost.
Relationship between the inspection cost and number of rooms inspected
Week | number of rooms inspected | Inspection costs |
Regression inspection costs Inspection Costs=$246.60 +($6.17x Number of roomsinspected) |
1 | 260 | 1800 | 1850.8 |
2 | 328 | 2560 | 2270.36 |
3 | 341 | 2310 | 2350.57 |
4 | 437 | 2850 | 2942.89 |
5 | 200 | 1460 | 1480.6 |
6 | 245 | 1750 | 1758.25 |
7 | 258 | 1780 | 1838.46 |
8 | 331 | 2260 | 2288.87 |
Here the slope is steeper and hence indicating higher cost.
This is how to analyse using regression Analysis.