CFC Budgeting & Forecasting 4 — Questions and Answers
Question 1: Scenario analysis in financial forecasting is best described as:
- Calculating the single most likely outcome
- Evaluating multiple 'what-if' outcomes under different assumptions (Correct answer)
- Applying statistical regression to historical data
- Adjusting the budget for known seasonal patterns
Correct answer: Evaluating multiple 'what-if' outcomes under different assumptions
Scenario analysis examines how financial results change under different sets of assumptions (e.g., base, optimistic, pessimistic), helping management plan for uncertainty.
Question 2: The Delphi method for forecasting relies on:
- Statistical extrapolation of historical trends
- Iterative rounds of expert opinion until consensus is reached (Correct answer)
- Monte Carlo random sampling
- Customer surveys and market research data
Correct answer: Iterative rounds of expert opinion until consensus is reached
The Delphi method gathers judgments from a panel of experts through successive questionnaire rounds, refining estimates toward consensus.
Question 3: Which metric is most useful for evaluating whether a budget is achievable and appropriately challenging?
- Budget attainment rate from the prior year
- Variance between actual and flexible budget
- Comparison of budget assumptions to external benchmarks (Correct answer)
- The number of line items in the budget
Correct answer: Comparison of budget assumptions to external benchmarks
Comparing budget assumptions to industry benchmarks and economic data helps assess whether targets are realistic and appropriately stretch performance.
Question 4: A direct materials budget is built upon the production budget because:
- Direct materials costs are fixed and independent of volume
- The quantity of materials needed depends on planned production units (Correct answer)
- Purchasing decisions are made once per fiscal year
- Material costs are treated as period expenses
Correct answer: The quantity of materials needed depends on planned production units
The direct materials budget calculates required purchases based on the units to be produced, so the production budget must be finalized first.
Question 5: When a company's actual revenue exceeds its static budget revenue, the resulting variance is classified as:
- Unfavorable volume variance
- Favorable revenue variance (Correct answer)
- Neutral budget variance
- Adverse mix variance
Correct answer: Favorable revenue variance
Actual revenue above budget is a favorable variance, indicating better-than-planned performance on the revenue line.
Question 6: In regression-based forecasting, the R² (coefficient of determination) measures:
- The slope of the trend line
- The proportion of variance in the dependent variable explained by the independent variable(s) (Correct answer)
- The seasonality adjustment factor
- The confidence interval around the forecast
Correct answer: The proportion of variance in the dependent variable explained by the independent variable(s)
R² ranges from 0 to 1 and indicates how well the independent variable(s) explain the variation in the dependent variable; higher R² suggests a better-fitting model.
Question 7: A company preparing a budget for a new product line with no historical data would most likely use which forecasting approach?
- Trend extrapolation from prior years
- Analogous estimation based on similar products (Correct answer)
- Exponential smoothing of past sales
- Simple moving average of industry data
Correct answer: Analogous estimation based on similar products
When no historical data exists, analogy-based estimation uses data from comparable products or markets as a proxy for the new line.
CFC Budgeting & Forecasting 4
Scenario analysis in financial forecasting is best described as: