- A film critic argues that whenever a director shoots a movie entirely on location rather than on sets, the movie tends to feel more authentic to audiences. The critic notes that audiences described the new film as unusually authentic. So, the critic concludes, the director must have shot the film entirely on location. And because shooting on location was the director's choice, the critic concludes that the director must have cared more about authenticity than directors of most other recent films.
The pattern of reasoning above is most similar to that in which one of the following?
Answer: If a photographer uses natural light, the photos look softer. The photos look softer, so the photographer must have used natural light. Since using natural light was the photographer's choice, the photographer must have valued softness more than most photographers do.
The film critic's argument exemplifies affirming the consequent plus a character comparison: shooting on location leads to authenticity, the film felt authentic, therefore it was shot on location, and since this was the director's choice, the director must have cared more about authenticity than most directors. Choice B mirrors this logical structure precisely: using natural light leads to softer photos, photos look softer, therefore natural light was used, and since this was the photographer's choice, the photographer must have valued softness more than most photographers do. The parallel extends to both the conditional reasoning error and the specific type of conclusion about the person's values or priorities compared to others in their profession. Choice A fails because it makes an inference about when the chef shopped rather than about the chef's comparative values or dedication, missing the crucial second-level character judgment that characterizes this argument type.
- A principal argues that whenever a school enforces a strict phone policy, classroom distractions decrease, and when distractions decrease, grades improve. The principal notes that grades improved this term. Therefore, the principal concludes that the school must have enforced a strict phone policy. Since the district did not require any such policy, the principal concludes that the school's administrators must have been more decisive than administrators at other schools.
The pattern of reasoning in the argument above is most similar to that in which one of the following?
Answer: Whenever a company enforces a strict attendance policy, tardiness decreases, and when tardiness decreases, productivity improves. Productivity improved, so the company must have enforced strict attendance. Since no regulator required it, managers must have been more decisive than others.
The principal's argument demonstrates a two-step causal chain: strict phone policy reduces distractions, which improves grades. Observing improved grades, the principal concludes a phone policy was enforced, then infers administrators were more decisive since the district didn't require it. Choice A matches this structure exactly: strict attendance policy reduces tardiness, which improves productivity. Observing improved productivity, it concludes strict attendance was enforced, then infers managers were more decisive since no regulator required it. The parallel encompasses the two-step causation involving policy enforcement, the logical error of affirming through the chain, and the comparative judgment about decisiveness. Choice E is tempting because it involves phone policy and decisiveness, but it observes the intermediate step (distractions decreased) rather than working backward from the final outcome (grades), missing the complete logical structure that defines this argument pattern.
- At Pinecrest University, the administration notes that in departments where at least 80% of faculty attend the new teaching workshops, student course evaluations improved the following semester. The administration also notes that the history department's evaluations improved last semester. Therefore, the administration concludes that at least 80% of history faculty must have attended the workshops. Since workshop attendance is voluntary, the administration further concludes that history faculty must have been especially motivated to improve their teaching compared with faculty in other departments.
The pattern of reasoning in the argument above is most similar to that in which one of the following?
Answer: Whenever a city increases the number of traffic cameras, the number of speeding tickets issued rises the next month. Last month, speeding tickets rose in Brookdale. So Brookdale must have increased traffic cameras. Since installing cameras is optional, Brookdale's officials must have been especially concerned about speeding compared with officials in other cities.
The original argument makes two flawed moves. First, it affirms the consequent: high attendance leads to improved evaluations, evaluations improved, so attendance must have been high—but improvement could have other causes. Second, from that unwarranted conclusion it draws a further inference that history faculty were especially motivated compared with faculty in other departments.
The traffic-camera choice mirrors both moves exactly: cameras cause more tickets, tickets rose, so cameras must have increased (affirming the consequent), and since cameras are optional, officials must have been especially concerned *compared with officials in other cities*—the same comparative-motivation inference.
The bonus choice affirms the consequent but its second step concludes the firm was more profitable than competitors—a claim about capacity to pay, not about comparative motivation, so the parallel breaks.
The museum choice affirms the consequent but then reasons backward to fewer earlier visitors, which is an unrelated inference about a different time period, not a comparison of motivation.
The streetlight choice affirms the consequent but then concludes residents petitioned for months—an added factual assumption, not a comparison across groups.
The restaurant choice affirms the consequent but concludes prices rose—an effect of the assumed cause, not a comparative claim about the restaurant's motivation versus others.
Strip away the surface content and match the logical skeleton: the key is the only option that both affirms the consequent and follows with a comparison of motivation across similar entities.
- Which one of the following most closely parallels the reasoning in the argument above?
Answer: E. Every component in this camera is built to exacting tolerances; therefore, the camera will deliver flawless performance.
The passage commits a composition fallacy: attributing a property of each part to the whole. E mirrors that by inferring flawless overall performance from the precision of every component. A relies on a subset rather than all parts, B is a valid conditional argument, C reverses the direction (whole to parts), and D weakens the quantifier to 'most' and only a probable conclusion.
- A store chain executive argues that a new anti-theft tag reduced losses. Inventory shrinkage decreased, so fewer items must be stolen. If fewer items are stolen, then most shoppers must be deterred by the new tags. Therefore, the tags reduced losses. The executive ignores that the chain also reduced self-checkout stations, which could reduce shrinkage without the tags deterring anyone.
The pattern of reasoning above is most similar to that in which one of the following?
Answer: A retailer says new anti-theft tags reduced losses. Since shrinkage fell, fewer items must be stolen. If fewer are stolen, most shoppers must be deterred by the tags. So the tags reduced losses, ignoring that self-checkout stations were reduced.
This parallel reasoning question asks us to identify an argument matching the store chain executive's logical structure. The original follows this pattern: positive outcome (decreased inventory shrinkage) means fewer instances of problems (items being stolen), which indicates most people are deterred by the new measure (shoppers deterred by tags), concluding the tags worked—while ignoring an alternative explanation (reduced self-checkout stations). Choice A mirrors this structure exactly: fewer shrinkage means fewer items stolen, which means most shoppers are deterred by tags, so the tags reduced losses—ignoring reduced self-checkout stations. Both arguments use the same logical progression from reduced theft metrics to conclusions about deterrent effectiveness while overlooking operational changes that could independently reduce losses. Choice D might seem appealing because it involves loss reduction with an overlooked factor, but it focuses on labeling accuracy rather than the specific "theft deterrence" reasoning pattern. Successful parallel reasoning requires matching the argument's logical framework, not just its retail context.
- A theater manager argues that the new seating policy improved audience experience. Refund requests declined, so fewer patrons must be unhappy with their view. If fewer patrons are unhappy with their view, then most patrons must be satisfied with the seating arrangement. Therefore, the new policy improved the audience experience. The manager ignores that the theater also began clearly warning customers about obstructed seats before purchase, which could reduce refunds without improving seats.
The pattern of reasoning in the argument above is most similar to that in which one of the following?
Answer: A concert hall director says a new seating policy improved the experience. Since refund requests fell, fewer patrons must be unhappy with their view. If fewer are unhappy, most must be satisfied with the arrangement. So the policy improved the experience, ignoring that customers were warned about obstructed seats before buying.
This parallel reasoning question requires matching the theater manager's logical structure. The original argument follows this pattern: positive outcome (declined refund requests) means fewer instances of problems (unhappy with view), which indicates most people have positive experiences (satisfied with seating), concluding the new policy worked—while ignoring an alternative explanation (clear warnings about obstructed seats). Choice A perfectly parallels this structure: fewer refund requests means fewer patrons unhappy with their view, which means most are satisfied with the arrangement, so the seating policy improved experience—ignoring advance warnings about obstructed seats. Both arguments use identical reasoning chains from reduced refunds to conclusions about customer satisfaction while overlooking procedural changes that could affect refund rates. Choice E might appear similar with its satisfaction theme, but it jumps directly to sales predictions rather than following the "fewer unhappy, therefore most satisfied" pattern. In parallel reasoning questions, the logical framework takes precedence over topical similarities.
- Which one of the following most closely parallels the reasoning in the argument above?
Answer: C. Because Neighborhood X reports fewer crimes per capita than Neighborhood Y, fewer crimes occurred in X than in Y.
The passage confuses a comparison of rates with a comparison of totals. Choice C mirrors that error by inferring fewer total crimes from a lower per-capita crime rate. The other options either change the metric or conclusion (A, E), add an equal-exposure premise that would make the inference valid (D), or swap institutional scales in a way that introduces different assumptions (B).
- Which one of the following most closely parallels the reasoning in the argument above?
Answer: E. Every room in the mansion is small; therefore, the mansion is small.
The argument attributes to the whole a property merely because each part has that property (a composition fallacy). Choice E does the same by inferring the mansion is small because each room is small. The other choices either infer from a single part (A, D), reverse whole-to-part (B), or weaken the quantifier to 'most' and 'probably' (C).
- Which one of the following is most closely parallel in its reasoning to the reasoning in the argument above?
Answer: The bell in the north tower was not cast by the Verrier foundry. Every bell that foundry cast was tuned to the old civic pitch, and no bell tuned to that pitch sounds the A-flat now heard from the tower — and the tower's bell, as any listener can confirm, sounds an A-flat.
Abstract form: all A are B; no B is C; the particular case x is C; therefore x is not A. This is a valid exclusion run backward to deny category membership. (C) instantiates it: all Verrier bells are old-pitch bells (all A are B); no old-pitch bell sounds A-flat (no B is C); the north tower's bell sounds A-flat (x is C); therefore it is not a Verrier bell (x is not A). (A) chains two affirmative universals to place the case in a further category, reaching a positive conclusion rather than denying membership. (B) argues from the case's lacking the excluded property to its membership in the category, which does not follow. (D) weakens the first premise to "most," so the exclusion cannot rule out membership. (E) runs the exclusion forward — the case is in category A, so it lacks C — instead of using possession of C to deny that the case is in A.
- Which of the following most closely parallels the reasoning in the argument above?
Answer: If a restaurant uses fresh ingredients, its dishes tend to taste vibrant. The Spoon's dishes have been especially vibrant recently, so it must be using fresh ingredients.
The original infers the cause (security) from an effect (increased participation), affirming the consequent. Choice A does the same by inferring fresh ingredients from vibrant dishes. The other choices either deny the antecedent, reverse the conditional, change the conclusion, or provide a different kind of support.
- A homeowner argues that the neighborhood's recent rise in property values proves that the new community garden is a success. The garden opened shortly before the rise began. Also, the homeowner says, successful neighborhood projects are those that increase residents' pride, and increased pride typically leads homeowners to maintain their properties better. Better-maintained properties raise property values. Therefore, since values rose after the garden opened, the garden is a success.
The pattern of reasoning in the argument above is most similar to that in which one of the following?
Answer: A principal argues that a school's recent rise in enrollment proves that a new arts program is a success. The program began shortly before enrollment rose. Successful school programs increase student enthusiasm, and enthusiasm typically leads students to recommend the school to friends. More recommendations raise enrollment. Therefore, since enrollment rose after the program began, the program is a success.
The homeowner runs a causal chain backward: values rose after the garden opened; successful projects raise pride; pride leads to better maintenance; better maintenance raises values; so the garden is a success. You need the choice that reproduces this exact multi-step chain AND reaches the same conclusion — that the project succeeded.
The arts-program choice matches perfectly: enrollment rose after the program began; successful programs raise enthusiasm; enthusiasm leads to recommendations; recommendations raise enrollment; so the program is a success. Same chain, same conclusion.
The advertisement choice traces an identical chain but stops short — it concludes only that brand recognition increased, not that the ad was a success. Its conclusion is the wrong link in the chain.
The lobby-renovation choice uses a different pattern: it relies on a general rule (expensive projects are usually successful) rather than an effect-to-cause chain.
The team-wins choice also skips the multi-step chain, resting on the flat premise that wins always indicate success.
The festival choice is a critique, not a parallel argument — it concludes the rise does NOT prove success, the opposite type of conclusion.
Only the arts-program choice both traces the same causal chain and affirms the project's success.
- Which of the following most closely parallels the flawed reasoning in the argument above?
Answer: If a policy is equitable, complaints to the ombuds office decrease; complaints decreased this year; therefore, the policy is equitable. Additionally, notices explained the policy clearly.
Both arguments affirm the consequent: from "If P then Q" and observing Q, they conclude P, with an extra plausibility note. A is valid modus ponens, and B and C are valid contrapositive reasoning. D uses a different conditional direction (Q -> P), making its inference valid rather than matching the flawed pattern.
- Which of the following arguments most closely parallels the reasoning in the argument above?
Answer: Either the new policy targets waste or it targets fraud, but not both. If it targets waste, audits will increase. If it targets fraud, prosecutions will increase. Audits did not increase. Therefore, the policy targets fraud and prosecutions will increase.
The passage uses an exclusive disjunction with two conditional consequences and the negation of one consequence to infer the other disjunct and its consequence; B exactly mirrors that form. A allows both options, so the inference is not warranted. C lacks the initial either/or premise, and D and E introduce mismatched or extra conclusions.
- At a city council meeting, a councilor argued that the new recycling program is working. Since the amount of trash sent to the landfill has fallen this year, fewer residents must be throwing away recyclable materials. And if fewer residents are throwing away recyclables, then most residents must be following the new sorting rules. Therefore, the recycling program is working. But the councilor ignores that a separate fee increase for landfill use began this year, which could have reduced landfill trash without improving sorting compliance.
The pattern of reasoning in the argument above is most similar to that in which one of the following?
Answer: A coach says the teams new training plan is effective. Because players average sprint times improved, fewer players must be skipping workouts. And if fewer players skip workouts, then most players must be following the plan. So the new training plan is effective. But the coach overlooks that the timing equipment was recalibrated this season.
This parallel reasoning question asks us to identify an argument with the same logical structure as the original. The original argument follows this pattern: observed decrease in outcome A, therefore fewer instances of problem B, which means most people are following rule C, concluding the policy works—while ignoring an alternative explanation. Choice A perfectly mirrors this structure: fewer sprint time improvements means fewer skipped workouts, which means most follow the plan, so the training is effective—ignoring equipment recalibration. Both arguments make the same logical leap from a positive outcome to concluding compliance with a new policy, while overlooking that an independent factor could explain the improvement. Choice E might seem tempting because it also involves a policy conclusion with an overlooked factor, but it lacks the specific "fewer X means most Y" intermediate reasoning step. When tackling parallel reasoning questions, focus on matching the logical skeleton rather than surface similarities in subject matter.
- A museum director argues that whenever a museum hosts interactive exhibits, children spend more time there, and when children spend more time there, families are more likely to buy memberships. The director notes that family memberships increased this month. Therefore, the director concludes that the museum must have hosted interactive exhibits. Since launching such exhibits requires the director's approval, the director concludes that she must have been more forward-thinking than directors at other museums.
The pattern of reasoning in the argument above is most similar to that in which one of the following?
Answer: Whenever a café offers free Wi-Fi, customers stay longer, and when customers stay longer, sales increase. Sales increased, so the café must have offered free Wi-Fi. Since Wi-Fi requires approval, the owner must have been more forward-thinking than other owners.
The museum director's argument follows a two-step causal chain with self-attribution: interactive exhibits lead to children spending more time, which increases family memberships. Observing increased memberships, the director concludes interactive exhibits were hosted, then infers she was more forward-thinking since approval is required from directors. Choice A matches this structure precisely: free Wi-Fi leads to customers staying longer, which increases sales. Observing increased sales, it concludes Wi-Fi was offered, then infers the owner was more forward-thinking since approval is required. The parallel includes the two-step causation, the reasoning error, and the self-serving comparative judgment about being more forward-thinking than peers. Choice B fails because it observes the intermediate step (children spending more time) rather than the final outcome, disrupting the logical flow of working backward through the entire causal chain to reach the character conclusion.
- Which of the following most closely parallels the reasoning in the argument above?
Answer: After two coworkers' smartwatches cracked within a week, I concluded that smartwatches are poorly made.
The passage generalizes about a broad category from a very small, local sample. Choice D mirrors this hasty generalization from a few cases to a sweeping conclusion. The other choices rely on broad data, an appeal to ignorance, a speculative cause claim, or draw a conclusion limited to the observed batch.
- A human-resources analyst argues that whenever a company offers paid parental leave, employee morale rises, and when morale rises, productivity increases. The analyst notes that productivity increased at BrightCore this quarter. Therefore, the analyst concludes that BrightCore must have offered paid parental leave. Since no law required BrightCore to offer such leave, the analyst concludes that BrightCore's executives must have been more employee-centered than executives at most other firms.
The pattern of reasoning above is most similar to that in which one of the following?
Answer: Whenever a firm offers paid parental leave, morale rises, and when morale rises, productivity increases. Productivity increased, so the firm must have offered paid parental leave. Since no law required it, executives must have been more employee-centered than most.
The HR analyst's argument follows a two-step causal chain: paid parental leave increases morale, which increases productivity. Observing increased productivity, the analyst concludes leave was offered, then infers executives were more employee-centered since no law required it. Choice A mirrors this structure exactly: paid parental leave increases morale, which increases productivity. Observing increased productivity, it concludes leave was offered, then infers executives were more employee-centered since no law required it. This is a direct parallel in both logical structure and content. Choice B fails because it collapses the two-step causation into a single step (leave directly causes productivity), missing the intermediate causal link through morale that creates the specific reasoning error being tested. The key insight is that parallel reasoning questions require matching both the number of causal steps and the type of character conclusion drawn about decision-makers.
- Which of the following most closely parallels the reasoning in the argument above?
Answer: If the recipe uses ripe tomatoes, the sauce will be sweet. The recipe does not use ripe tomatoes, so the sauce will not be sweet.
The passage denies the antecedent to deny the consequent (If P then Q; not P; therefore not Q), a classic invalid move. Choice B mirrors this error exactly. The other choices are either valid modus ponens or affirm the consequent.
- Which of the following arguments most closely parallels the reasoning in the argument above?
Answer: Most city park plans are drafted by consultants. Most plans drafted by consultants prioritize trails. Therefore, most city park plans prioritize trails.
The original chains two 'most' premises to conclude a 'most' claim, which is a flawed inference; D matches that structure exactly. A weakens the first quantifier to 'many,' breaking the pattern. B, C, and E change the conclusion's subject or quantifier so they do not mirror the chain of 'most' to 'most' to 'most.'
- A small-business owner argues that customers who receive order-status text updates call the support line less often. Fewer support calls, the owner says, allow staff to spend more time fulfilling orders, and faster fulfillment leads to better customer reviews. Therefore, implementing text updates for all orders will improve the business's online reviews. The owner adds that after a limited rollout of text updates, the business also received more repeat purchases, which the owner treats as additional evidence that the updates will improve reviews.
The pattern of reasoning in the argument above is most similar to that in which one of the following?
Answer: Patients who receive appointment reminders cancel less often. Fewer cancellations let staff spend more time on patient care, and better care leads to better clinic ratings. So sending reminders for all appointments will improve ratings. After a limited rollout, the clinic also saw more repeat visits.
The original argument chains text updates to fewer calls, more time for fulfillment, and better reviews, concluding implementation will improve reviews; it adds more repeat purchases after rollout as further evidence, assuming this confirms the chain. This relies on causation assumptions and treats purchases as supportive, possibly overlooking alternatives. Choice A parallels: appointment reminders reduce cancellations, free staff for care, leading to better ratings, so sending them will improve ratings, with more repeat visits as evidence—matching the chain, full implementation proposal, and repeat-business correlation. Choice C is close but replaces fulfillment with staff stress, changing an intermediate link and missing the exact parallel. Remember to verify parallels by mapping each element, including how additional evidence is presented as confirmation, to distinguish true matches from near misses.
