A business analyst uses a spreadsheet program to forecast how a potential increase in interest rates might affect company profits. Which type of analysis is the analyst likely performing?Single choice
A
Sensitivity analysis.
B
Optimization analysis.
C
Goal-seeking analysis.
D
What-if analysis.

Question

A business analyst uses a spreadsheet program to forecast how a potential increase in interest rates might affect company profits. Which type of analysis is the analyst likely performing?

BlackTom AI · Accepted Answer

What-if analysis examines the effect of changing one or more input assumptions (like interest rates) on outputs (like profits), so...

1. Relevant knowledge points and concepts
- What-if analysis: a spreadsheet technique where you change input values to see how outputs respond; includes scenario manager, data tables, and manual scenario comparisons.
- Sensitivity analysis: measures how sensitive an output is to small changes in inputs, often quantifying marginal impacts or producing sensitivity coefficients.
- Goal-seeking analysis: adjusts inputs to achieve a specified target output (solve for the input that yields a given result).
- Optimization analysis: uses methods (e.g., Solver) to find the best set of inputs that maximize or minimize an objective subject to constraints.

2. Step-by-step reasoning process
- The analyst is changing an external assumption (interest rates) to observe the resulting change in company profits.
- In a spreadsheet, they would replace the interest-rate input, recalculate the model, and compare profit results across scenarios.
- This procedure is exactly the practice of generating alternative scenarios and checking outcomes — the definition of what-if analysis.

3. Intermediate steps (conceptual, since no numeric data provided)
- Step A: Identify the input to vary (interest rate).
- Step B: Create one or more alternative values (e.g., +1%, +2%).
- Step C: Recalculate profit for each scenario.
- Step D: Compare profit outcomes across scenarios to forecast impact.

4. Why the correct answer is correct
- The analyst is not solving for an input to hit a profit target (not goal-seeking), nor searching for the optimal mix under constraints (not optimization), nor solely computing sensitivity coefficients. They are creating and comparing scenarios to forecast the effect of interest-rate changes — the textbook definition of what-if analysis.

5. Why the other options are incorrect
- Sensitivity analysis: related but typically focuses on marginal sensitivity measures or ranking variables’ influence; it’s narrower than the general scenario comparison described.
- Optimization analysis: would involve maximizing/minimizing profit subject to constraints, which is not indicated.
- Goal-seeking analysis: would require a target profit and solving for the interest rate that achieves it, which the question does not describe.

6. Conclusion
The analyst is performing What-if analysis. This matches the provided correct answer: What-if analysis.

A business analyst uses a spreadsheet program to forecast how a potential increase in interest rates might affect company profits. Which type of analysis is the analyst likely performing?Single choice

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