Authentic Category Management Association (CMA) Certification Exam Category-Manager Questions Answers

The correct answer is B .

Regression analysis is used to understand how a dependent variable changes in relation to one or more independent variables. In pricing analytics, that usually means analyzing how sales, units, profit, or demand respond to price or other business drivers. The CPCM pricing material identifies correlation and price regression analysis as methods used to evaluate historical pricing and project future sales and profit at specific price points. CMKG also lists advanced pricing analytics as including breakeven point, correlation, price regression, ABC, and slope.

Option A is wrong because calculating an average is descriptive statistics, not regression. Option C is too strong because regression can show relationships or associations, but it does not automatically prove causation. NIST’s regression explanation specifically warns that cause-and-effect cannot necessarily be inferred from regression alone. Option D is wrong because classification belongs to classification models or supervised learning classification tasks, not standard regression analysis.

The correct answer is D .

SKU rationalization is about improving the product mix by removing or consolidating items that create unnecessary complexity without contributing enough value. The CPCM course includes Efficient Assortment and Retailer Economics and the Product Supply Chain , which means assortment decisions are not only shopper-facing; they also affect inventory, operations, cost, and execution. The CMKG supply-chain material states that product supply chain affects “inventory, forecasting, availability, cash flow, service levels, and ultimately the shopper experience.”

Option D is the only answer that reflects the real supply-chain objective: reduce operational complexity by removing slow-moving, duplicated, or redundant SKUs. Option A is the opposite; adding more products can increase complexity. Option B is too aggressive because high-cost products may still be profitable or strategically important. Option C is too narrow because SKU rationalization is not only about seasonal demand.

The correct answer is A .

The CPCM course emphasizes turning data into insights and then into action. It states that category managers must draw insights from data, understand tactical analysis, and identify category opportunities that can be acted on through category tactics. This question is testing exactly that: not just calculating the gap, but identifying the gap, the source of the gap, and the dollar opportunity.

From the chart:

Mid-Mart ACV share = 25.0%

Mid-Mart Snack share = 20.0%

So Mid-Mart is:

25.0% - 20.0% = 5.0 points behind Total Store

The total Snack market is $200,000 . If Mid-Mart achieved its fair share of Snacks based on its 25% Total Store ACV share, expected Snack sales would be:

$200,000 × 25% = $50,000

Actual Mid-Mart Snack sales are:

$40,000

So the opportunity is:

$50,000 - $40,000 = $10,000

The driver is the Club Channel , because Club has 25% ACV share but 30% Snack share. Club is 5 points over fair share, while AO Grocery is exactly aligned at 50% ACV share and 50% Snack share. Therefore, the most complete insight is that Mid-Mart is 5.0 points behind Total Store, the gap is driven by the Club Channel, and the opportunity is $10,000.