Argument Evaluation

Legal Scholar: The proposed legislation mandating transparency for pre-trial risk assessment algorithms is intended to eliminate racial bias in bail decisions. Under this mandate, developers must publicly disclose the precise mathematical weights their algorithms assign to various risk factors. However, the datasets used to train these algorithms are heavily skewed by historically biased arrest records. Since merely publishing these weights will not alter how the underlying algorithms mathematically process this historically biased training data, the proposed legislation will ultimately fail to eliminate racial bias in bail decisions.

Which of the following are assumptions on which the legal scholar’s argument depends? (Select all that apply.)

City official: Following the implementation of a new ordinance restricting construction and commercial noise after 10 PM in the downtown district, the number of reported property crimes in the district dropped by 20 percent. This reduction was likely caused by the quieter environment, which allows residents to more easily hear the sounds of forced entry or tampering, thereby deterring criminals who fear being reported.

Which one of the following, if true, most strengthens the city official's argument?

Public Health Official: The new occupational safety regulations implemented at the Apex Manufacturing plant have clearly been successful in making the facility a safer place to work. Despite the plant increasing its total manufacturing output by 30 percent this year, the annual number of reported workplace injuries has remained exactly the same as last year before the regulations took effect.

Statement: The public health official's argument depends on the assumption that the plant did not achieve its increase in output by heavily automating its processes and significantly reducing the size of its human workforce.

Legal Scholar: A statute cannot be considered legitimately authoritative unless it reflects the deeply held moral convictions of the populace it governs. Reflecting such convictions necessitates that the legislative body drafting the statute be completely insulated from the financial influence of special interest groups. The recently enacted Corporate Accountability Act was drafted by a committee heavily financed by the very industries it seeks to regulate. Therefore, the Act will inevitably face widespread civil disobedience.

Which one of the following, if assumed, enables the legal scholar's conclusion to be properly drawn?

A recent study of municipal programs found that cities instituting "pay-as-you-throw" waste disposal systems—where residents are charged a fee based on the weight of their non-recyclable trash—saw a 40 percent increase in the total tonnage of materials collected in residential recycling bins during the first year. The study's authors conclude from this that the financial penalty successfully motivated residents to properly sort and recycle a much larger proportion of their eligible household waste.

Which one of the following, if true, most seriously weakens the argument?

Sociolinguist: In the isolated community of Vespera, young adults use traditional idioms far less frequently than older adults do. Based on this observation, some researchers conclude that traditional idioms in Vespera are inevitably dying out. This conclusion is unwarranted. Young adults in Vespera are systematically excluded from the Council of Elders, a prestigious governing body where the use of traditional idioms is both expected and heavily utilized during all proceedings.

Which one of the following is an assumption required by the sociolinguist's argument?

Retail Executive: Our new digital advertising strategy, implemented at the beginning of last year, has been a resounding success in boosting our online sales. In the year before the strategy was implemented, online sales accounted for just 15 percent of our total revenue. Last year, however, online sales made up a full 35 percent of our total revenue. It is clear that the new strategy brought in significantly more online revenue than we generated previously.

Which of the following most accurately describes a flaw in the retail executive's reasoning?

Analyze the following four arguments. Pair each argument with the abstract description that most accurately identifies its reasoning error.

Consider the four policy-related arguments presented below. Which universal principle must be assumed to definitively justify the conclusion of each respective argument?

Management Consultant: Any organization that achieves long-term market dominance must have continuously invested in research and development. VestraTech Industries has recently committed a substantial portion of its annual budget to continuous research and development. We can conclude, therefore, that VestraTech Industries is guaranteed to achieve long-term market dominance.

Which of the following best describes the flaw in the management consultant's reasoning?

Financial Regulator: The creators of the 'Equi-Loan' software claim their algorithm produces unbiased loan decisions. To prove this, they demonstrated that the system is trained exclusively on objective data: the strictly factual, verifiable historical records of bank loan approvals and denials over the past fifty years. Since the software's outputs are mathematically derived solely from this objective data, the regulator concludes that the algorithm's loan decisions are indeed objective and therefore unbiased.

The regulator's argument is most vulnerable to criticism on the grounds that it

City Councilor: Our new municipal tax on sugary beverages, implemented one year ago, has been a resounding success in improving public health. We know this because retail data shows that the total volume of sugary beverages sold within the city limits has decreased by 20% since the tax was introduced.

Which of the following, if true, most seriously weakens the city councilor's argument?

Retail Analyst: To combat declining profits, several bookstore chains introduced gourmet cafes and seating areas. Consequently, the average time customers spend in these stores has increased significantly. However, during the same period, overall book sales revenue at these chains has continued to decrease. Therefore, the introduction of cafes and seating has failed to help stimulate book sales.

Which one of the following is an assumption required by the retail analyst's argument?

A comprehensive analysis of e-commerce behavior revealed that individuals utilizing virtual reality (VR) retail platforms make 40 percent more impulse purchases on average than those shopping exclusively via traditional mobile interfaces. From this observation, consumer psychologists deduce that the highly immersive nature of VR inherently degrades a shopper's self-regulation. Accordingly, they forecast that an industry-wide shift toward VR commerce will trigger a drastic escalation in impulsive buying across the general public.

Which one of the following, if true, most strengthens the psychologists' argument?

Media Analyst: A popular streaming platform recently introduced a "skip credits" button. Data shows that subscribers who frequently click this button watch significantly fewer episodes per viewing session on average than subscribers who let the credits play out. Clearly, the physical act of interacting with the interface breaks the viewer’s narrative immersion, thereby prompting them to end their viewing session earlier.

Which of the following, if true, most strongly supports the media analyst's conclusion?

Maritime Archaeologist: The shipwreck of the Aurelia, a 19th-century merchant vessel, was recently located just outside the harbor of Port Caelum. The wreck contains a massive cargo of untreated timber. Historical logs confirm that Port Caelum was a major center for furniture manufacturing, which required vast amounts of untreated timber, during that era. Consequently, the Aurelia must have been arriving at Port Caelum to supply the local furniture industry when it foundered.

Which one of the following is an assumption on which the maritime archaeologist's argument depends?

Below are four distinct logical arguments (Left) and four highly abstract premises (Right). Match each argument to the single premise that provides the most robust logical strengthening by identifying and patching a critical gap in the argument's reasoning.

Archaeologist: Excavations at the ancient settlement of Kourion revealed that immediately following a severe, decades-long drought, nearly every household installed large ceramic vats. These vats are of a specific design historically used for dyeing fabrics. Clearly, to survive the devastating loss of agricultural revenue caused by the drought, Kourion's residents transitioned to a large-scale export industry centered on dyed textiles.

Which one of the following is an assumption on which the archaeologist's argument depends?

A recent dietary survey found that individuals who regularly consume fermented foods, such as yogurt and kimchi, report significantly lower levels of daily stress than those who rarely eat such foods. Based on this correlation, nutrition researchers concluded that the specific probiotics prevalent in fermented foods actively reduce the body's physiological stress response.

Which of the following, if true, most strengthens the researchers' argument?

Agricultural economist: The newly developed cultivar of soybean, "Drought-Shield", requires 30 percent less irrigation water per hectare than the conventional soybean varieties currently grown in the arid central valley. Conventional soybeans currently account for over 70 percent of the central valley's agricultural water use. Therefore, if central valley farmers entirely replace their conventional soybeans with Drought-Shield, the central valley's total agricultural water consumption will decline substantially.

Which one of the following is an assumption on which the agricultural economist's argument depends?