Explain significance of coefficient of determination measure

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Reference no: EM13940537

Case: COST FORMULAS, SINGLE AND MULTIPLE COST DRIVERS

For the past five years, Garner Company has had a policy of producing to meet cus- tomer demand. As a result, finished goods inventory is minimal, and for the most part, units produced equal units sold.

Recently, Garner's industry entered a recession, and the company is producing well below capacity (and expects to continue doing so for the coming year). The president is willing to accept orders that at least cover their variable costs so that the company can keep its employees and avoid layoffs. Also, any orders above variable costs will increase overall profitability of the company. Toward that end, the president of Garner Company implemented a policy that any special orders will be accepted if they cover the costs that the orders cause.

To help implement the policy, Garner's controller developed the following cost formulas:

Direct material usage ¼ $94X, R2 ¼ 0.90 Direct labor usage ¼ $16X, R2 ¼ 0.92 Overhead ¼ $350,000 5 $80X, R2 ¼ 0.56 Selling costs ¼ $50,000 5 $7X, R2 ¼ 0.86, where X ¼ direct labor hours

Required:

1. Compute the total unit variable cost. Suppose that Garner has an opportunity to accept an order for 20,000 units at $212 per unit. Each unit uses one direct labor hour for production. Should Garner accept the order? (The order would not dis- place any of Garner's regular orders.)

2. Explain the significance of the coefficient of determination measures for the cost formulas. Did these measures have a bearing on your answer in Requirement 1? Should they have a bearing? Why?

3. Suppose that a multiple regression equation is developed for overhead costs: Y ¼ $100,000 þ $85X1 þ $5,000X2 þ $300X3, where X1 ¼ Direct labor hours, X2 ¼ Number of setups, and X3 ¼ Engineering hours. The coefficient of determination for the equation is 0.89. Assume that the order of 20,000 units requires 12 setups and 600 engineering hours. Given this new information, should the company accept the special order referred to in Requirement 1? Is there any other information about cost behavior that you would like to have? Explain.

Reference no: EM13940537

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