GMAT Quiz: Resolve Logical Paradoxes
20 questions · exam conditions
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Resolve Logical ParadoxesQuestion 1 of 20

A health-club chain found that members who attended a free nutrition seminar were twice as likely to renew their annual memberships as members who did not attend, even though the seminar had no measurable effect on the members' body-mass index. Which of the following, if true, most helps explain the higher renewal rate among seminar attendees?

Seminar attendees developed a stronger sense of community with other members, increasing their overall satisfaction with the club.
Several local gyms began offering short-term discount memberships during the study period.
The seminar emphasized tips that participants could easily find on the Internet at no cost.
Most members who attended the seminar had already decided to renew before the seminar was announced.
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GMAT Quiz

GMAT Quiz: Resolve Logical Paradoxes

Practice Resolve Logical Paradoxes in GMAT with focused quiz questions that help you check what you know, review explanations, and build confidence with test-style prompts.

What this quiz covers

This quiz focuses on Resolve Logical Paradoxes, giving you a quick way to practice the rules, question types, and explanations that matter most for GMAT.

How to use this quiz

Try each quiz question before looking at the correct answer. Use the explanations to review missed ideas, then come back to similar questions until the pattern feels familiar.

All questions

Question 1

A health-club chain found that members who attended a free nutrition seminar were twice as likely to renew their annual memberships as members who did not attend, even though the seminar had no measurable effect on the members' body-mass index. Which of the following, if true, most helps explain the higher renewal rate among seminar attendees?

  1. Seminar attendees developed a stronger sense of community with other members, increasing their overall satisfaction with the club. (correct answer)
  2. Several local gyms began offering short-term discount memberships during the study period.
  3. The seminar emphasized tips that participants could easily find on the Internet at no cost.
  4. Most members who attended the seminar had already decided to renew before the seminar was announced.

Explanation: This is a classic explain the paradox question that tests your ability to identify what causes an unexpected relationship between variables. The puzzle here is: why would attending a nutrition seminar increase membership renewal when the seminar didn't actually improve anyone's fitness results? The correct answer is (A) because it provides a logical causal mechanism. If seminar attendees developed stronger community connections with other members, this would create additional value from their gym membership beyond just physical fitness. A stronger sense of belonging and social satisfaction would naturally make people more likely to continue their membership, regardless of whether they lost weight or improved their body-mass index. (B) introduces an irrelevant factor that would likely decrease renewal rates for all members, not explain why seminar attendees renewed more often. (C) suggests the seminar content was redundant and easily available elsewhere, which would make the seminar less valuable, not more likely to encourage renewals. (D) commits a classic causation error—if people had already decided to renew before attending, then the seminar didn't cause the higher renewal rate; it just happened to attract people who were already planning to stay. Strategy tip: On GMAT explain-the-paradox questions, look for answers that create a new causal pathway between the surprising elements. The right answer usually introduces a factor that wasn't mentioned in the original scenario but logically connects the dots. Avoid answers that reverse causation or introduce irrelevant outside factors.

Question 2

A pharmaceutical firm expected higher sales of its over-the-counter cold remedy after airing a nationwide advertising campaign, yet unit sales remained flat while profit from the product rose sharply. Which of the following, if true, best resolves this seeming contradiction?

  1. The firm launched a larger, more expensive bottle of the cold remedy and phased out the smaller bottle, increasing the average price per unit sold. (correct answer)
  2. Competing cold remedies saw a modest decline in sales during the period of the campaign.
  3. Many consumers qualify for mail-in rebates that partially offset the retail price of the cold remedy.
  4. Retailers purchased large quantities of the cold remedy in advance of the cold season, anticipating strong demand.

Explanation: This question tests your ability to resolve an apparent paradox by finding information that explains how two seemingly contradictory outcomes can both be true. The contradiction here is that unit sales stayed flat despite advertising, yet profits rose sharply. The key insight is recognizing that profit can increase without selling more units if the profit margin per unit increases. Choice A provides exactly this explanation: the company launched larger, more expensive bottles while phasing out smaller ones, which increased the average price per unit sold. With flat unit sales but higher prices per unit, total revenue—and therefore profit—would rise sharply. Choice B fails because competitors losing sales doesn't explain how this company's profits increased with flat unit sales. If anything, competitors declining should have helped unit sales grow, making the contradiction worse. Choice C about mail-in rebates would actually reduce the company's effective revenue per unit, making it even harder to explain increased profits. Choice D about retailers stocking up might explain temporary sales spikes, but the question states unit sales remained flat, so this doesn't resolve the contradiction. When you encounter paradox questions on the GMAT, look for answers that show how both sides of the apparent contradiction can coexist. Often, the resolution involves a third factor that wasn't initially considered—in this case, that unit price changed even though unit volume didn't.

Question 3

An automotive magazine reported that Model Q has a higher average resale value after three years than Model R, even though owners of Model Q report more mechanical problems than owners of Model R. Which of the following, if true, most helps explain why Model Q holds value better?

  1. Model Q has a distinctive body style that remains popular, and cosmetic appearance strongly influences used-car prices. (correct answer)
  2. Repair parts for Model Q are more expensive than those for Model R, increasing maintenance costs over time.
  3. Model R offers superior fuel efficiency, reducing day-to-day operating expenses for its owners.
  4. Model Q and Model R are produced by different manufacturers that employ different marketing strategies.

Explanation: This is a classic "explain the paradox" question that tests your ability to resolve an apparent contradiction. You need to find what could logically explain why Model Q maintains higher resale value despite having more mechanical problems. The key insight is that resale value depends on multiple factors beyond just reliability. Choice A provides the perfect explanation: if Model Q has a distinctive, popular body style and cosmetic appearance strongly influences used-car prices, then buyers would pay more for it regardless of mechanical issues. Visual appeal can easily override reliability concerns in the used-car market, especially if buyers believe they can fix mechanical problems but can't change a car's fundamental appearance. Choice B actually worsens the paradox rather than resolving it. If Model Q has more expensive repair parts on top of more mechanical problems, this should make it even less valuable, not more valuable. Choice C supports Model R having higher value, not Model Q. Superior fuel efficiency would typically increase resale value, making the paradox deeper rather than explaining it. Choice D mentions different marketing strategies but provides no mechanism explaining how this would specifically cause Model Q to hold value better despite reliability issues. Marketing strategies are too vague to resolve the contradiction. Strategy tip: In "explain the paradox" questions, look for answer choices that introduce a new factor strong enough to outweigh the apparent negative. Often, the solution involves recognizing that consumer behavior isn't always purely rational—factors like aesthetics, brand perception, or emotional appeal can trump practical considerations.

Question 4

A university library extended its closing time from 10 p.m. to midnight. Contrary to expectations, total daily checkouts of books declined during the first semester with the longer hours. Which of the following, if true, most helps to reconcile this outcome?

  1. The library simultaneously launched an online system that allows students to access most course readings electronically, reducing the need for physical books. (correct answer)
  2. Library staff conducted an extensive promotional campaign highlighting the new hours.
  3. A temporary construction project forced the closure of a parking lot adjacent to the library during daylight hours.
  4. The university's enrollment increased slightly in the semester following the change.

Explanation: When you encounter a "reconcile the outcome" question on GMAT Verbal, you're dealing with a type of critical reasoning that asks you to resolve an apparent contradiction. Here, the puzzle is: why would extending library hours actually decrease book checkouts? The correct answer is A because it provides an alternative explanation for the decline that has nothing to do with the extended hours. If the library simultaneously introduced an online system for accessing course readings electronically, students would naturally check out fewer physical books regardless of when the library closes. This completely explains the unexpected outcome—it wasn't the longer hours causing problems, but rather a shift from physical to digital resources. Let's examine why the other choices fail to reconcile the contradiction. Choice B (promotional campaign) would likely increase awareness and usage, making the decline even more puzzling rather than explaining it. Choice C (parking lot closure during daylight) might reduce daytime visits but shouldn't affect total daily checkouts since the library was already open during peak study hours before the extension. Choice D (increased enrollment) would typically lead to more book checkouts, not fewer, making the outcome even more contradictory. The key strategy here is to look for an answer that introduces a completely separate factor that could cause the unexpected result. Don't get distracted by answers that seem library-related but actually make the contradiction worse. Focus on what could logically explain why the outcome contradicts reasonable expectations.

Question 5

A chain of bakeries lowered the price of its popular artisan loaf by 15 percent, anticipating higher total revenue from increased sales volume. Instead, revenue from the loaf fell. Which of the following, if true, most helps explain this outcome?

  1. Regular customers inferred that the price cut signaled a reduction in the loaf's quality and switched to more expensive specialty breads. (correct answer)
  2. The chain's competitors quickly matched the price reduction within two weeks.
  3. The cost of key ingredients for the artisan loaf rose during the period of the price cut.
  4. Most of the chain's advertising budget is allocated to online promotions rather than in-store displays.

Explanation: This question tests your ability to identify which factor best explains an unexpected business outcome. When a company reduces prices expecting higher revenue but sees revenue fall instead, you need to find what disrupted the typical price-demand relationship. The bakery's strategy assumes that lower prices would increase sales volume enough to offset the reduced price per unit. For this to fail so dramatically that total revenue actually fell, something must have significantly reduced demand for the product itself. Choice A provides the strongest explanation: if regular customers interpreted the price cut as a quality signal and switched to more expensive alternatives, this would directly reduce demand for the artisan loaf. This consumer behavior explains why lower prices led to lower revenue – fewer people wanted the product at any price. Choice B is incorrect because competitors matching the price cut would likely maintain the status quo rather than cause revenue to fall below pre-reduction levels. Choice C identifies rising ingredient costs, but this affects profit margins, not revenue from sales. The question asks about revenue (price × quantity sold), not profitability. Choice D about advertising allocation doesn't explain why the specific price reduction led to decreased revenue – it's about general marketing strategy rather than the price cut's impact. Strategy tip: In GMAT questions about unexpected business outcomes, look for answers that directly affect consumer demand or behavior. Cost factors often relate to profitability rather than revenue, while competitive responses typically maintain equilibrium rather than create dramatic shifts.

Question 6

Researchers found that employees who participate in a company's rigorous fitness program take, on average, more sick days than employees who do not participate. Which of the following, if true, most helps explain this surprising finding?

  1. Participants are required to schedule annual comprehensive medical exams, leading to more doctor-recommended rest days counted as sick leave. (correct answer)
  2. Nonparticipants have access to a less demanding wellness newsletter provided by the same company.
  3. Employees who join the program receive a small monthly stipend to offset gym fees.
  4. Participants often form exercise groups that meet before or after work hours.

Explanation: When you encounter a "surprising finding" or paradox question on GMAT Verbal, you need to find the answer choice that resolves the apparent contradiction by introducing new information that makes the counterintuitive result logical. The paradox here is that employees in a rigorous fitness program—who should theoretically be healthier—take more sick days than those who don't participate. You need an explanation that accounts for this unexpected pattern. Choice A provides the perfect resolution: if fitness program participants must schedule comprehensive annual medical exams, doctors would naturally discover more health issues requiring rest, leading to more documented sick days. This explains why fitter employees might paradoxically use more sick leave—not because they're actually sicker, but because their health is more closely monitored and managed. Choice B is irrelevant because a wellness newsletter for non-participants doesn't explain why participants take more sick days. Choice C about gym stipends has no logical connection to sick day usage—financial incentives don't cause illness. Choice D about exercise groups forming actually suggests participants might be more social and engaged, which would typically correlate with better attendance, not more sick days. The key trap here is looking for answers that seem related to fitness or health without considering the logical mechanism. Remember: paradox questions require you to think beyond surface-level connections and find the hidden factor that flips the expected relationship. Look for answer choices that introduce a process or requirement that could systematically affect the measured outcome.

Question 7

A commuter rail line shortened trip times by introducing nonstop express trains. Ridership, however, declined slightly in the three months after the change. Which of the following, if true, most helps to resolve this apparent contradiction?

  1. The express service skipped several intermediate stations whose passengers switched to alternative transportation options. (correct answer)
  2. Ticket prices remained unchanged for both express and local trains during the three-month period.
  3. The rail operator reduced advertising for the line because it expected faster service alone would attract riders.
  4. On-time performance improved for both express and remaining local trains after the scheduling change.

Explanation: When you encounter a "resolve the paradox" question, you're looking for information that explains how two seemingly contradictory facts can both be true. Here, the puzzle is why ridership declined despite faster trip times—an improvement that should attract more passengers. The key insight is that express trains, by definition, skip stops to achieve faster speeds. Choice A resolves the contradiction perfectly: while the express service benefited passengers traveling to final destinations, it eliminated service for passengers at intermediate stations. These displaced passengers had to find alternative transportation, causing the net ridership decline despite the service improvement. Choice B doesn't resolve anything—unchanged prices mean the fare structure wasn't driving people away, but this doesn't explain the ridership drop. Choice C about reduced advertising could contribute to lower ridership, but it doesn't specifically relate to the express service change and wouldn't override the benefit of faster times. Choice D actually deepens the mystery—if both express and local trains improved their on-time performance, ridership should have increased even more, making the decline harder to explain. The trap here is focusing only on the benefits of the change rather than considering its potential drawbacks. Express service creates winners (passengers traveling longer distances) and losers (those at skipped stations). Strategy tip: In paradox questions, look for answers that acknowledge both sides of the contradiction. The correct answer usually shows how an action that helps one group simultaneously hurts another, creating an unexpected net effect.

Question 8

A city replaced coin-operated parking meters with an app-based payment system that allows drivers to extend parking time remotely. Officials expected fewer parking tickets for expired meters, but the number of tickets issued increased. Which of the following, if true, most helps to explain this outcome?

  1. The convenience of remote extension led many drivers to park longer in popular areas, increasing turnover violations unrelated to expired time limits.
  2. The new meters transmit real-time data, enabling enforcement officers to identify violations more efficiently. (correct answer)
  3. Some older drivers found the app confusing and avoided metered parking altogether.
  4. The city simultaneously raised parking fines to deter illegal parking.

Explanation: This is a classic "paradox resolution" question that tests your ability to identify which factor best explains an unexpected outcome. When you encounter these questions, look for an answer that directly addresses why the opposite of the expected result occurred. The city expected fewer expired meter tickets but got more instead. Answer choice B provides the most direct explanation: the new meters transmit real-time data, enabling enforcement officers to identify violations more efficiently. This technological upgrade allows officers to catch violations they previously would have missed, directly explaining why ticket numbers increased despite the convenience feature that should have reduced violations. Let's examine why the other choices fall short. Choice A discusses turnover violations, but the question specifically asks about tickets for "expired meters," not other types of parking violations. Choice C suggests some drivers avoided metered parking, which would actually support the original expectation of fewer tickets, not explain why tickets increased. Choice D mentions raised fines, but higher fines are a deterrent measure that should reduce violations, not increase the number of tickets issued. The key insight is that B identifies a change in enforcement capability, not just parking behavior. The technology didn't just make payment more convenient—it also made violation detection more effective, which more than offset any reduction from the convenience factor. When tackling paradox questions, focus on answers that introduce new factors affecting the situation's dynamics, rather than those that would reinforce the original expectation.

Question 9

A clothing manufacturer switched from plastic to biodegradable bags for packaging, claiming the change would improve brand image. Surprisingly, customer satisfaction surveys showed no improvement and even a slight decline. Which of the following, if true, best explains this result?

  1. The biodegradable bags are less durable, and several customers received damaged garments. (correct answer)
  2. Environmental issues rank lower than price and style for most of the manufacturer's target customers.
  3. Competitors simultaneously launched high-profile environmental initiatives.
  4. The manufacturer publicized the switch extensively on social media.

Explanation: This is a classic "paradox" or "explain the discrepancy" question that tests your ability to resolve an apparent contradiction between expected and actual outcomes. The manufacturer expected improved brand image from switching to biodegradable bags, but customer satisfaction declined instead. The correct answer (A) directly explains this unexpected result. If the biodegradable bags are less durable and customers received damaged garments, this creates a negative experience that would logically decrease satisfaction. The packaging change backfired because it compromised product protection, which matters more to customers than environmental considerations in this context. Let's examine why the other options don't resolve the paradox. Option (B) suggests environmental issues rank lower for customers, but this would predict no change in satisfaction, not the observed decline. Option (C) about competitors' environmental initiatives might explain why satisfaction didn't improve, but it doesn't account for the actual decrease. Option (D) states the manufacturer publicized the switch extensively, which should have helped brand image if anything, making the decline even more puzzling rather than explaining it. The key strategy for these questions is to find the choice that directly addresses both sides of the contradiction. You need an explanation that shows why the expected positive outcome didn't occur AND why the actual negative outcome happened instead. Look for answers that introduce a concrete negative consequence that outweighs the intended benefit.

Question 10

A professional association raised membership dues, expecting a drop in renewals. Instead, the renewal rate increased. Which of the following, if true, most helps to resolve this paradox?

  1. The association bundled free access to valuable online training courses with membership. (correct answer)
  2. Several unrelated professional organizations also raised their dues in the same year.
  3. The association's total spending on member services remained constant despite the higher dues.
  4. Early-career professionals make up an increasing share of the association's membership base.

Explanation: Paradox questions test your ability to identify information that explains an unexpected or contradictory situation. Here, you need to find what would cause membership renewals to increase despite higher dues—the opposite of what was expected. The key is finding an answer that introduces a new benefit or incentive that would outweigh the cost increase. Choice A does exactly this: bundling free access to valuable online training courses gives members something they perceive as worth more than the additional dues cost. This added value would logically lead to higher renewal rates, resolving the paradox perfectly. Let's examine why the other options fail to resolve the contradiction. Choice B tells us other organizations also raised dues, but this doesn't explain why this association saw increased renewals—if anything, it might suggest members would expect the increases and be more likely to drop memberships across the board. Choice C indicates spending on services stayed the same despite higher dues, which suggests members are getting less value for their money—this would make the increased renewals even more puzzling, not resolve the paradox. Choice D mentions the membership composition is shifting toward early-career professionals, but provides no reason why this demographic would be more likely to renew despite higher costs. When tackling paradox questions, look for the answer choice that introduces a compelling reason for the unexpected outcome. The correct answer should make you think "Oh, that explains it!" rather than leaving you still confused about the situation.

Question 11

A beverage company's new low-sugar soda received rave reviews and considerable media attention, yet its market share remained stagnant. Which of the following, if true, most plausibly accounts for the stagnant market share?

  1. The company replaced its flagship regular soda with the new low-sugar version on store shelves. (correct answer)
  2. Health-conscious consumers often prefer still beverages, such as flavored water, to carbonated drinks.
  3. Advertising spending for the low-sugar soda was significantly lower than that for competitor brands.
  4. Consumer surveys showed that older demographics found the low-sugar flavor profile too sweet.

Explanation: This question tests your ability to identify which explanation best resolves an apparent paradox - a product with great reviews and media attention that still has stagnant market share. The key insight is understanding that market share measures your slice of the total market pie, not absolute sales. Even if a product performs well, market share can remain flat if you're essentially competing against yourself. Choice A provides this explanation: if the company replaced its flagship regular soda with the new low-sugar version, then any success of the new product might simply be cannibalizing sales from their existing product line rather than capturing market share from competitors. Choice B suggests health-conscious consumers prefer still beverages, but this doesn't explain why market share remained stagnant rather than declining - if anything, positive reviews should have helped despite this preference. Choice C about lower advertising spending contradicts the premise that the soda received "considerable media attention," which would offset reduced advertising. Choice D about older demographics finding it too sweet only explains why one segment might not buy it, but doesn't account for why overall market share didn't grow given the rave reviews from other segments. The correct answer is A because it's the only option that explains how a successful product launch could fail to increase market share - through internal cannibalization rather than competitive gains. Strategy tip: On GMAT paradox questions, look for answers that explain how both parts of the contradiction can be true simultaneously, rather than just addressing one side of the puzzle.

Question 12

A company instituted a policy that employees could work remotely every Friday to improve morale. Survey data show morale improved, but productivity on Fridays decreased company-wide. Which of the following, if true, best resolves this inconsistency?

  1. Fewer formal meetings on Fridays encouraged employees to handle personal errands while working remotely. (correct answer)
  2. The company's performance review system places greater weight on tasks completed earlier in the week.
  3. Employees who decline the remote-work option are allowed to wear casual attire on Fridays.
  4. Customer support requests are typically lowest on Fridays compared with other weekdays.

Explanation: This is a classic "resolve the paradox" question that tests your ability to find information that explains an apparent contradiction. You need to identify why both statements can be true: morale improved AND Friday productivity decreased. The key insight is that improved morale and decreased productivity aren't necessarily contradictory if there's an underlying cause that explains both outcomes. Answer A provides this missing link: fewer formal meetings created opportunities for employees to handle personal errands during work hours. This perfectly explains both phenomena—employees feel happier because they can take care of personal tasks (improved morale), but they're spending work time on non-work activities (decreased productivity). Answer B is incorrect because the timing of performance reviews doesn't explain the Friday productivity drop—if anything, it might predict that Friday productivity was already low, but it doesn't resolve why remote work specifically made it worse. Answer C fails to address the core issue since it only affects employees who don't work remotely, and doesn't explain the productivity decrease among remote workers. Answer D actually makes the paradox worse—if customer demands are lowest on Fridays, productivity should theoretically be higher or at least unchanged, not lower. When tackling resolve-the-paradox questions, look for answer choices that provide a causal explanation connecting both seemingly contradictory facts. The correct answer should make you think "Ah, that's why both things happened!" rather than explaining away just one part of the paradox.

Question 13

A hotel chain implemented an energy-saving program that automatically turns off room air conditioners when motion sensors detect no activity for 30 minutes. Guest complaints about room temperature, however, increased sharply. Which of the following, if true, most helps to explain this increase in complaints?

  1. Many guests left their rooms briefly and returned to find them uncomfortably warm. (correct answer)
  2. The hotel installed new digital thermostats that allow guests to set precise temperatures.
  3. Utility costs for the hotel declined noticeably after the program's introduction.
  4. Business travelers are generally less likely to complain than vacationing families.

Explanation: This is a "resolve the paradox" question that asks you to explain an unexpected outcome. The hotel implemented energy-saving measures but saw an increase in temperature complaints—you need to find what bridges this gap. The key insight is understanding the 30-minute delay in the motion sensor system. Choice A perfectly explains the paradox: guests would leave their rooms briefly (perhaps for meals, meetings, or quick errands), and upon returning within that 30-minute window, they'd find their air conditioning had shut off and their rooms had become uncomfortably warm. This directly connects the energy-saving program to increased complaints. Choice B actually works against explaining the complaints—new digital thermostats that allow precise temperature control should reduce complaints, not increase them. Choice C confirms the program worked as intended for energy savings but doesn't explain why guests became unhappier. Choice D provides general information about guest complaint patterns but offers no connection to the specific energy-saving program or why complaints would increase after its implementation. The wrong choices either contradict the outcome (B), confirm an expected result without addressing the paradox (C), or provide irrelevant context (D). Strategy tip: In "resolve the paradox" questions, look for the choice that directly links the stated action to the unexpected result. Eliminate answers that either worsen the paradox, confirm expected outcomes, or introduce unrelated factors. The correct answer should make you think, "Ah, now the surprising result makes perfect sense."

Question 14

After introducing flexible working hours, a software company recorded a marked increase in employee satisfaction surveys but simultaneously noted a rise in voluntary turnover. Which of the following, if true, best reconciles these findings?

  1. Employees with in-demand technical skills used the flexibility to pursue interviews with other firms offering higher pay. (correct answer)
  2. The company also upgraded its office cafeteria and recreation areas during the same period.
  3. Most employees who left cited personal reasons unrelated to work policies when completing exit interviews.
  4. Survey participation rates dropped slightly after flexible hours were implemented.

Explanation: This is a "reconcile the paradox" question, where you need to find an explanation that makes two seemingly contradictory facts both true. Here, you have higher satisfaction but also higher turnover - which normally shouldn't happen together. The key insight is that flexible hours could create unintended consequences beyond just satisfaction. Choice A provides the perfect bridge: employees are indeed happier with flexibility (explaining the satisfaction increase), but that same flexibility gives them practical opportunities to interview elsewhere for better pay (explaining the turnover increase). The flexibility becomes a double-edged sword - it improves workplace satisfaction while simultaneously enabling job searching. Choice B introduces an irrelevant factor (cafeteria upgrades) that doesn't explain why satisfied employees would leave. If anything, office improvements should reduce turnover further. Choice C suggests the departures are unrelated to work policies, but this doesn't reconcile the paradox - it just claims there's no connection, which doesn't explain why both trends occurred after implementing flexible hours. Choice D about lower survey participation doesn't resolve anything. Even if fewer people responded, you'd still need to explain why those who did respond were more satisfied while others were simultaneously leaving. Strategy tip: In reconcile questions, look for answers that show how one factor can logically produce both observed outcomes. The correct answer often reveals an unexpected connection or consequence that makes the apparent contradiction actually make sense. Don't be tempted by answers that simply dismiss one of the facts or introduce unrelated information.

Question 15

A new policy required airlines to publicly disclose on-time performance data. After implementation, the percentage of flights arriving on time declined instead of improving. Which of the following, if true, best resolves this puzzle?

  1. Airlines adopted more ambitious scheduling to advertise shorter flight durations, making on-time standards harder to meet. (correct answer)
  2. Independent consumer groups began publishing rankings based on the disclosed data.
  3. Some smaller airlines were exempt from the disclosure rule due to limited resources.
  4. Most passengers consider ticket price a more important factor than on-time performance when choosing flights.

Explanation: This question tests your ability to resolve an apparent paradox by identifying an underlying cause that explains counterintuitive results. When you see a scenario where a policy designed to improve something actually makes it worse, look for explanations that reveal how the policy created unintended incentives or behaviors. The puzzle here is straightforward: requiring airlines to disclose on-time data was meant to improve performance through transparency, but instead performance declined. You need to find what changed that would logically cause this outcome. Choice A provides the key insight: airlines responded to the disclosure requirement by adopting more aggressive scheduling to advertise shorter flight times. This marketing strategy made their published schedules harder to meet, directly causing the decline in on-time performance. The transparency policy created a perverse incentive where airlines prioritized appearing faster over being punctual. Choice B is irrelevant because consumer group rankings don't explain why performance declined—if anything, rankings should motivate better performance. Choice C about smaller airlines being exempt doesn't resolve the puzzle since exempt airlines wouldn't affect the overall statistics of airlines subject to the rule. Choice D about passenger priorities regarding price versus punctuality might explain why airlines don't prioritize on-time performance, but it doesn't explain why performance specifically got worse after the policy implementation. For GMAT paradox questions, focus on finding answer choices that introduce new causal mechanisms. The correct answer typically reveals how the situation created unexpected incentives or behaviors that directly produced the surprising outcome.

Question 16

After a city installed new LED streetlights that use half the electricity of the older lamps, the monthly electricity bill for street lighting fell by only 10 percent. Which of the following, if true, most helps to account for the smaller-than-expected savings?

  1. The city simultaneously added streetlights to previously unlit alleys and side streets. (correct answer)
  2. The utility company reduced its nighttime electricity rates shortly before the LEDs were installed.
  3. LED lamps require less maintenance than the older lamps they replaced.
  4. Some city residents complained that the new lights were too bright and intrusive.

Explanation: This is a "paradox" or "discrepancy" question that asks you to resolve an apparent contradiction. The setup presents an expectation (50% reduction in electricity usage should lead to significant savings) versus reality (only 10% reduction in bills). You need to find what explains this gap. The correct answer is (A) because adding new streetlights to previously unlit areas would increase overall electricity consumption. Even though each individual LED uses half the power of old lamps, if the city significantly expanded the total number of lights, the energy savings per lamp would be offset by the additional lamps. This perfectly explains why the bill dropped only 10% instead of the expected larger amount. Let's examine why the other choices don't work. Choice (B) about reduced electricity rates would actually increase the discrepancy—if rates went down AND the LEDs used less power, the bill should have dropped even more than expected, not less. Choice (C) regarding maintenance costs is irrelevant since the question specifically focuses on electricity bills, not total operating costs. Choice (D) about resident complaints doesn't provide any mechanism that would affect electricity consumption or costs. When you encounter GMAT discrepancy questions, look for an answer that introduces a new factor that logically explains the unexpected result. The correct answer will often involve something that works in the opposite direction of the expected outcome. Here, while individual efficiency increased, total consumption increased due to expansion—a classic example of how real-world factors can complicate seemingly straightforward predictions.

Question 17

When a grocery store introduced self-checkout lanes, overall customer throughput (customers served per hour) fell rather than rose. Which of the following, if true, best explains this counterintuitive result?

  1. Cashiers were reassigned to supervisory roles, leaving too few staffed checkout lanes during peak times. (correct answer)
  2. Some customers continued to prefer traditional lanes because they enjoy interacting with cashiers.
  3. Self-checkout machines process payments more slowly when customers use coupons or buy weighted produce.
  4. The store added overhead signage and floor markings to direct customers to self-checkout lanes.

Explanation: When you encounter GMAT questions about counterintuitive business outcomes, focus on identifying what fundamental change could cause the opposite of the expected result. These questions test your ability to think systematically about cause and effect in business scenarios. The key insight here is that introducing self-checkout lanes doesn't automatically increase capacity if it reduces the number of traditional lanes available. Choice A explains that cashiers were reassigned to supervisory roles, leaving too few staffed checkout lanes during peak times. This creates a bottleneck: even if self-checkout lanes work efficiently, the overall system fails when there aren't enough total lanes to handle customer volume during busy periods. The technology improvement becomes irrelevant if the operational change reduces total capacity. Choice B is incorrect because customer preferences alone wouldn't reduce overall throughput - both lane types would still be available. Choice C focuses on specific transaction types being slower, but this wouldn't necessarily make the entire system less efficient than before, especially since these transactions would have taken time in traditional lanes too. Choice D describes infrastructure improvements that should help, not hinder, the system's performance. The critical flaw with choices B, C, and D is that they don't explain why total throughput would decrease compared to the previous all-cashier system. Strategy tip: On GMAT verbal reasoning questions about business scenarios, always look for the choice that identifies a systemic change that could fundamentally undermine the intended benefit. Often, the correct answer reveals how poor implementation can make a good idea backfire.

Question 18

A publisher released an e-book version of a best-selling novel at half the price of the printed hardcover. Nevertheless, total revenue from the novel's sales increased after the e-book launch. Which of the following, if true, most plausibly accounts for this result?

  1. The lower price attracted many new readers who previously could not afford the hardcover edition. (correct answer)
  2. Some readers prefer the tactile experience of printed books and continued to buy the hardcover edition.
  3. The author's earlier works, also available as e-books, experienced a modest bump in sales following the launch.
  4. Several major newspapers published favorable reviews of the e-book's digital formatting and user interface.

Explanation: This is a classic GMAT critical reasoning question testing your ability to explain an apparent paradox. When you see seemingly contradictory information—here, a price cut that somehow increases total revenue—look for an answer that resolves the contradiction through additional factors not mentioned in the stimulus. The puzzle is straightforward: if the e-book costs half the price of the hardcover, how did total revenue increase? Revenue equals price times quantity, so if price dropped significantly, quantity sold must have increased even more dramatically to boost overall revenue. Choice A provides the most direct explanation: the lower price attracted many new readers who couldn't afford the hardcover. This suggests the price reduction expanded the market substantially—enough new customers bought the cheaper e-book to more than compensate for the lower per-unit price, resulting in higher total revenue. Choice B fails because it only explains why hardcover sales might have continued, not why total revenue increased. Maintaining some hardcover sales doesn't account for the overall revenue growth. Choice C is irrelevant to the novel in question. Sales bumps for the author's other works don't explain increased revenue from this specific book. Choice D about favorable reviews might boost sales somewhat, but reviews of digital formatting seem unlikely to drive the massive sales increase needed to overcome a 50% price reduction and still generate higher total revenue. Strategy tip: In paradox questions, eliminate answers that only address part of the puzzle. Look for the choice that explains both sides of the apparent contradiction—here, how a price cut could increase revenue.

Question 19

Although the national airline recently reduced the number of daily flights between Capital City and Lake Town, it reported the highest quarterly passenger revenue on that route in five years. Which of the following, if true, most helps to resolve the apparent discrepancy?

  1. The airline replaced several small aircraft on the route with larger planes that have a higher seating capacity but similar operating costs. (correct answer)
  2. Ticket prices on most of the airline's international routes were increased during the same quarter.
  3. Many travelers purchased tickets through third-party websites rather than directly from the airline's booking portal.
  4. Another carrier that previously competed on the Capital City–Lake Town route suspended service during the quarter in question.

Explanation: This is a "resolve the paradox" question, which asks you to find information that explains how two seemingly contradictory facts can both be true. The paradox here is that fewer flights somehow led to higher passenger revenue. The correct answer is (A) because it explains how the airline could generate more revenue despite fewer flights. By replacing small aircraft with larger planes that have similar operating costs, the airline maintained or increased total passenger capacity while reducing the number of flights. More passengers per flight, combined with efficient operations, would naturally lead to higher revenue even with fewer daily departures. Let's examine why the other choices don't resolve the paradox. Choice (B) discusses international route pricing, which is irrelevant to the Capital City–Lake Town domestic route in question. Choice (C) about third-party ticket purchases doesn't explain how fewer flights generated more revenue—the revenue would be the same regardless of where tickets were purchased. Choice (D) might initially seem promising since reduced competition could allow higher prices, but it doesn't directly explain how fewer flights specifically led to the revenue increase. When tackling "resolve the paradox" questions, look for an answer that directly bridges the gap between the two conflicting pieces of information. The correct choice should make both facts not only possible but logical. Avoid answers that address only one part of the paradox or introduce irrelevant information, even if that information might be true or beneficial to the company in some other context.

Question 20

A smartphone app introduced a feature that allows users to disable push notifications, aiming to reduce user annoyance and thus lower the churn rate (users abandoning the app). Paradoxically, the churn rate increased after the feature's release. Which of the following, if true, most helps explain the increase?

  1. Many users who disabled notifications subsequently forgot about the app and stopped opening it altogether. (correct answer)
  2. Competitor apps also introduced similar notification-control features around the same time.
  3. The app's user base grew rapidly in markets with lower average retention rates.
  4. Most users who kept notifications enabled customized the frequency of alerts to suit their preferences.

Explanation: This is a paradox question that tests your ability to resolve an apparent contradiction. The paradox here is that a feature designed to reduce user annoyance (and thus reduce churn) actually increased churn rates. You need to find what explains this unexpected outcome. The correct explanation lies in understanding unintended consequences. Choice A reveals that disabling notifications had an unexpected side effect: users forgot about the app entirely. While notifications can be annoying, they also serve as crucial reminders that keep the app top-of-mind. Without these prompts, users simply stopped engaging with the app altogether, leading to higher churn despite reduced annoyance. This directly explains why the well-intentioned feature backfired. Choice B is incorrect because competitor apps introducing similar features wouldn't explain why this specific app's churn rate increased after its feature release. If anything, this would be expected market behavior. Choice C introduces an irrelevant factor about user base growth in different markets, which doesn't explain why the notification feature specifically caused increased churn. Choice D actually supports the opposite conclusion—it suggests that users who kept notifications were satisfied with customization options, but this doesn't explain why churn increased overall. When tackling paradox questions on the GMAT, look for answers that reveal hidden connections or unintended consequences. The correct answer often shows how a seemingly positive change created an unexpected negative outcome through a mechanism that wasn't initially considered. Don't just focus on the intended effect—consider what other behaviors or outcomes the change might have triggered.