Business Data Management · Quiz 2 · Jan 2026

**1. Relate the three business measures:** Gross merchandise value is approximately order volume multiplied by average order value. Therefore its growth factor is the product of the other two growth factors. **2. Check the supplied figures:** \[1.694\times1.025=1.73635,\] which corresponds to GMV growth of about 73.6%. Most of that increase comes from the 69.4% rise in the number of orders, with only a small contribution from higher value per order. **3. Interpret the driver:** The market is processing many more transactions; the figures do not support a claim of substantially more expensive purchases or widespread large price increases. **Answer: B — Growth is primarily driven by a surge in the number of transactions rather .** A: **Incorrect:** AOV rose only 2.5%, which does not support significantly more expensive orders. B: **Correct:** Order growth accounts for most of the increase in GMV. C: **Incorrect:** Large price increases are not established by the small AOV change. D: **Incorrect:** The figures show expanding order activity and do not establish a shrinking customer base.

**1. Identify the scope:** Selling only organic baby food addresses a narrow product category and customer need rather than a broad multi-category market. This is niche positioning. **2. Explain the advantage:** A focused store can specialize in ingredients, sourcing, age suitability and customer education for that segment. Relevant expertise and a clear identity can strengthen trust and repeat purchasing. **3. Avoid an unsupported guarantee:** A niche may still have competitors and can require substantial investment. The advantage is focused relevance, not an automatic absence of competition or guaranteed revenue. **Answer: B — Niche market: focused positioning allows deeper expertise and customer .** A: **Incorrect:** The proposed range is narrow, so it is not a mass-market strategy. B: **Correct:** A specialized offering supports deeper category expertise and customer loyalty. C: **Incorrect:** Organic baby food serves a specific need rather than all demographics equally. D: **Incorrect:** A niche can still be competitive and does not guarantee low investment.

**1. Match the combined benefits:** The defining features are rugged construction, waterproofing and a good camera. The best primary target should value the combination rather than only one feature. **2. Match the adventure-seeking use case:** Outdoor activity creates a direct need for durability and water resistance, while the camera supports travel and adventure photography. These needs align most closely with Mohan Gupta. **3. Check the stated price context:** At INR 15,000 against the stated INR 6,00,000 income, the price is consistent with the persona’s indicated budget context. This strengthens the fit but does not by itself prove willingness to buy. **Answer: C — Mohan Gupta (Adventure Seeker): his needs for rugged durability, .** A: **Incorrect:** Interest in new gadgets alone is less specific than the outdoor durability use case. B: **Incorrect:** Camera quality matters to this persona, but the other distinguishing features fit the adventure seeker better. C: **Correct:** The outdoor durability, water resistance, photography and stated affordability cues align together. D: **Incorrect:** Productivity tools are not the main distinguishing benefits described.

**1. Separate product availability from buying support:** Two platforms can sell the same cosmetic brands while offering different experiences. Customers may still need help choosing shades, routines or suitable products. **2. Identify specialist differentiation:** Beauty-focused curation, category expertise and relevant content can reduce search effort and increase category-specific trust. That is the strategic reason presented for choosing the specialist platform. **3. Reject universal claims:** The question supplies no basis for asserting always-lower prices, a blanket lack of returns or a legal ban on general marketplaces selling beauty products. **Answer: B — Nykaa provides curated expertise, specialist content, and category-specific .** A: **Incorrect:** Always having a lower price is not established and is an overly broad claim. B: **Correct:** Specialist advice, curation and category trust explain a preference even for the same brands. C: **Incorrect:** The question does not establish that Flipkart has no beauty-product return policy. D: **Incorrect:** A general marketplace is not categorically barred from selling beauty products.

**1. Select the relevant stock location:** Demand is specifically served from warehouse C, so use its 77 F01 units. The total 518 units and warehouse-H percentages do not measure availability at C. **2. Divide stock by daily demand:** \[\text{days of cover}=\frac{77\text{ units}}{15\text{ units/day}}=5.1333\ldots\text{ days}.\] **3. Match the approximation:** C has approximately 5 days of stock, assuming constant demand and no replenishment or transfers. **Answer: B — Approximately 5 days.** A: **Incorrect:** Three days would require only 45 units, below the available 77. B: **Correct:** 77/15 is about 5.13 days, closest to five. C: **Incorrect:** Ten days would require 150 units at C. D: **Incorrect:** Approximately 26 days comes from using H stock 391 instead of C stock 77.

**1. Identify the replenishment pattern:** Frequent deliveries matched to recent demand, with almost no buffer inventory, describe Just-In-Time inventory management. **2. Explain the failure under a demand shock:** A viral trend raises demand beyond the previous day’s forecast. With little reserve stock and a delay before the next delivery, the firm cannot satisfy the surprise orders and stocks out. **3. State the tradeoff:** Low holding stock saves inventory-related costs, but it increases exposure to unexpected demand and replenishment disruptions unless mitigated. **Answer: C — Just-In-Time (JIT): risk of stock-out when demand spikes unexpectedly.** A: **Incorrect:** FIFO controls the issue order of existing stock; it does not explain near-zero-buffer replenishment. B: **Incorrect:** EOQ is an order-size optimization model, not the defining pattern in the scenario. C: **Correct:** Demand-matched replenishment with minimal buffers is JIT, and the surprise shortage illustrates stock-out risk. D: **Incorrect:** A par-stock approach maintains target stock levels; the scenario instead emphasizes almost no buffer.

**1. Interpret growth rates correctly:** Both segments grew: Beauty & Personal Care by 143.3% and Electronics & Home Appliances by 34.7%. A smaller positive growth rate is not a decline. **2. Compare stages of channel adoption:** A category moving rapidly from offline to online can grow faster from a smaller online base. A category with a more mature online presence can still expand while showing a lower percentage increase. **3. Choose a plausible inference, not a proven cause:** Faster beauty adoption, potentially supported by D2C and social commerce, is a reasonable explanation. Growth percentages alone cannot establish profitability or deliberate sales cuts. **Answer: B — Beauty & Personal Care is transitioning rapidly to online channels from offline, .** **Convention note:** The channel-adoption explanation is a plausible business hypothesis from the supplied growth pattern, not a causal finding proved by the two percentages. A: **Incorrect:** Electronics order volume rose 34.7%, so the chart does not show an overall decline. B: **Correct:** Different levels of online maturity can plausibly explain the disparity in category growth. C: **Incorrect:** Deliberate sales reductions are not evidenced by the positive growth figure. D: **Incorrect:** Order-volume growth does not determine profit margins.

**1. Expand the bill of materials:** Each unit of Gear Assembly 4 needs one Gear 4-A and one Gear 4-B. For 500 assemblies, that means 500 of each gear. **2. Map each gear to its blank:** Gear 4-A uses Blank-011 and Gear 4-B uses Blank-022. With one blank per gear and no stated scrap allowance, the requirement is 500 Blank-011 and 500 Blank-022, or 1000 blanks in total. **Answer: A — 500 Blank-011 and 500 Blank-022.** A: **Correct:** It supplies exactly one of each required blank for all 500 assemblies. B: **Incorrect:** It supplies enough blanks for only 250 assemblies. C: **Incorrect:** It doubles both stated requirements without a scrap or extra-use allowance. D: **Incorrect:** It substitutes Blank-021 for the required Blank-022.

**1. Total the Hobbing schedule:** Monday contributes 400 units. Tuesday through Saturday are five days at 800 units each, giving \(400+5(800)=4400\) units. **2. Total the Broaching schedule:** It operates Tuesday through Saturday only, giving \(5(780)=3900\) units. Neither Sunday nor Monday adds Broaching capacity. **3. Add workstation capacities:** \[4400+3900=8300\text{ units of scheduled workstation output}.\] **Answer: A — Hobbing: 4,400 + Broaching: 3,900 = 8,300 units.** **Convention note:** This is the requested sum of workstation capacities. If both operations are required sequentially for every finished product, finished-product throughput would instead be constrained by the bottleneck, not by this sum. A: **Correct:** It uses the reduced Monday Hobbing rate and the correct five Broaching days. B: **Incorrect:** It treats Monday Hobbing as a full 800-unit day. C: **Incorrect:** It counts six Broaching days rather than five. D: **Incorrect:** It omits scheduled operating capacity from both workstations.

**1. Separate volume from revenue:** Revenue equals units sold times average realized price. A product with exceptionally high units need not be the highest-revenue item if its unit price is lower. **2. Interpret the portfolio role:** GA6 can be a high-demand, lower-priced product supporting production volume and use of available capacity. Its strategic contribution should be judged alongside margins and constraints, not revenue per unit alone. **3. Avoid unjustified actions:** The scatter pattern does not establish that the data are wrong, that the product should be discontinued, or that GA6 and GA7 satisfy identical needs. **Answer: B — GA6 is likely a lower-priced, high-demand product that drives production .** A: **Incorrect:** Low revenue per unit alone does not establish low contribution or justify discontinuation. B: **Correct:** High demand can make a lower-priced product important to volume and capacity use. C: **Incorrect:** An outlying position is not sufficient evidence of a data-entry error. D: **Incorrect:** Different volume and revenue profiles do not make the products interchangeable.

**1. Apply annual consumption value:** ABC prioritization depends on usage multiplied by unit cost, not unit cost alone. Blank-011 is both comparatively expensive and used heavily across assemblies, placing it in the high-value group described. **2. Match the stated Class-A policy:** The question explicitly associates Class A with tight controls and JIT ordering. Planned replenishment, accurate records and close monitoring help avoid tying excessive capital up in a costly item. **3. Select the matching strategy:** JIT with planned orders and accurate record maintenance best implements that stated policy. The purchase plan should still consider supply reliability and production requirements. **Answer: B — Just-In-Time with planned orders and accurate record maintenance.** **Convention note:** ABC by itself sets control priority; it does not universally mandate JIT. This answer follows the specific Class-A/JIT policy given in the question. A: **Incorrect:** Simple records do not match the tight monitoring required for the stated Class-A item. B: **Correct:** It combines the prescribed JIT policy with planned replenishment and accurate records. C: **Incorrect:** Moderate controls do not match the stipulated high-value Class-A treatment. D: **Incorrect:** Annual bulk buying can tie up substantial funds and conflicts with the stated JIT policy.

**1. Identify the quadrant:** High market growth with low relative market share describes a BCG question mark. Such a product can require significant funding to compete and build share. **2. Trace the stated unsuccessful investment:** If spending continues without an improvement in share, the company keeps consuming resources without establishing the competitive position needed for dependable cash generation. **3. Conclude:** The most likely concern is a resource drain with uncertain returns. Conversion into a star or later cash cow requires improved positioning; investment alone does not guarantee it. **Answer: C — Resource drain without guaranteed returns.** A: **Incorrect:** Heavy investment in low-share products does not guarantee immediate profitability. B: **Incorrect:** A cash cow requires high relative share in a slower-growth market, which is not established. C: **Correct:** Continuing capital requirements without share gains can drain resources. D: **Incorrect:** Investment does not automatically eliminate competitors.

**1. Classify the external forces:** PESTEL separates political, economic, social, technological, environmental and legal influences. Interest rates and exchange rates are economic variables. **2. Connect them to strategy:** Higher interest rates can alter borrowing costs and demand; volatile exchange rates affect import costs, export receipts and financial exposure. Thus the primary category is the economic environment affecting demand and costs. **Answer: B — Economic environment affecting demand and costs.** A: **Incorrect:** Internal operations can be affected, but the PESTEL category of these external factors is economic. B: **Correct:** Interest and exchange rates are core economic-environment factors. C: **Incorrect:** Their effects extend beyond legal compliance. D: **Incorrect:** Product design is not their primary classification within PESTEL.

**1. Define the ABC measure:** Inventory ABC analysis commonly ranks annual consumption value: unit cost multiplied by annual usage. A small number of items can therefore account for a large share of inventory spending. **2. Explain the operational purpose:** Close control has a cost. Concentrating attention on items with the greatest financial impact gives better use of managerial effort than treating every physical unit as equally important. **3. Retain basic control for all classes:** Low-value items still matter for availability and production continuity; they simply need a proportionate control approach. **Answer: B — Operational focus should align with business impact, not quantity.** A: **Incorrect:** High physical volume does not guarantee high profit or high consumption value. B: **Correct:** Control effort should reflect business value and the consequences of errors. C: **Incorrect:** Low-value items still require adequate availability and basic control. D: **Incorrect:** Relative measurement difficulty is not the reason for the ABC principle.

**1. Identify the prioritization logic:** Strictly monitoring costly battery cells while simplifying routine management of inexpensive bolts allocates control effort according to item value. **2. Match the framework:** This is ABC inventory classification: high-value items receive close control, while numerous low-value items can use standardized or automated replenishment. It is not a market-growth portfolio or external-environment analysis. **Answer: B — ABC classification focusing on high-value components.** A: **Incorrect:** BCG classifies business portfolios by growth and relative market share. B: **Correct:** The contrast in control intensity follows high-value versus low-value ABC prioritization. C: **Incorrect:** PESTEL examines external macro-environmental forces. D: **Incorrect:** TOWS combines strengths, weaknesses, opportunities and threats to formulate strategies.

**1. Distinguish the four positions:** Cash cows have high relative share in low-growth markets; stars have high share in high-growth markets; question marks have low share in high-growth markets; dogs have low share in low-growth markets. **2. Connect each to cash needs:** Cash cows can generate funds for other units. Stars often need investment to sustain growth and leadership. Question marks have uncertain prospects and may need significant capital to build share. **3. Reject the dog claim:** High growth is not a defining property of dogs; their quadrant is specifically low growth and low relative share. **Answer: A, B, D — Cash cows fund other business units; Stars require investment; Question marks involve uncertainty and capital needs.** A: **Correct:** Cash cows can generate surplus cash to support other portfolio units. B: **Correct:** Stars generally require investment to support growth and defend their position. C: **Incorrect:** Dogs are in low-growth markets, so the always-high-growth claim is false. D: **Correct:** Question marks combine uncertain competitive prospects with potential capital needs.

**1. Scale attention to value:** Class A contains the items with the greatest consumption-value impact, so it warrants tight records, frequent review and close replenishment control. **2. Simplify lower-value administration:** Class C is typically numerous but has a small aggregate value share. Routine rules and suitable automation can provide adequate availability without the same intensive item-by-item oversight. **3. Keep the purpose clear:** ABC is a prioritization tool, so operational effort should broadly scale with business value. It does not mean low-value items can be ignored when they are operationally critical. **Answer: A, C, D — Class A items need tight control; Operational effort should scale with value; Automation is suitable for low-value items.** A: **Correct:** Errors in Class A can have large financial consequences, justifying tight control. B: **Incorrect:** Class C usually receives simpler control rather than the highest monitoring intensity. C: **Correct:** Allocating effort according to consumption value is the purpose of the classification. D: **Correct:** Standardized automation can reduce administrative effort for low-value routine items.

**1. Recall the ABC concentration principle:** A relatively small group of Class-A items commonly accounts for roughly 70–80% of annual inventory consumption value. **2. Identify what the percentage measures:** It is the share of total value, not the proportion of physical items or units. The appropriate fill-in phrase is total value. **Answer: total value.** **Convention note:** These are typical approximate ABC proportions, not fixed thresholds that must hold in every inventory dataset.