Study for the Logical Reasoning STEM Test. Practice with flashcards and multiple-choice questions, each with hints and explanations. Prepare for success!

Multiple Choice

A company claims that its new safety training reduces workplace accidents by 40%. The company argues that the training should be adopted for all employees.

The main idea being tested is how we judge whether a result will hold up beyond a single study or location—that is, how well the finding generalizes to different settings. To justify rolling out a safety training to all employees, you need evidence that the benefit isn’t limited to one plant or another specific situation. Seeing the training reduce accidents by 40% in three other plants provides powerful, concrete proof that the effect persists across different environments, workforces, and safety cultures. This cross-site replication shows the result is not just a fluke of one location, making it more reasonable to expect similar gains throughout the company. That kind of repeated, independent confirmation strengthens the case for a company-wide adoption. The other options don’t offer the same strength of support. A higher cost raises a practical hurdle but doesn’t speak to effectiveness or generalizability. A reduction in near-miss incidents is helpful for safety awareness, but it’s not the same as demonstrating a real decrease in actual accidents. Evidence outside the trial can be persuasive, but without multiple sites showing the same outcome, it’s weaker than seeing the effect replicated across several plants.

The main idea being tested is how we judge whether a result will hold up beyond a single study or location—that is, how well the finding generalizes to different settings. To justify rolling out a safety training to all employees, you need evidence that the benefit isn’t limited to one plant or another specific situation.

Seeing the training reduce accidents by 40% in three other plants provides powerful, concrete proof that the effect persists across different environments, workforces, and safety cultures. This cross-site replication shows the result is not just a fluke of one location, making it more reasonable to expect similar gains throughout the company. That kind of repeated, independent confirmation strengthens the case for a company-wide adoption.

The other options don’t offer the same strength of support. A higher cost raises a practical hurdle but doesn’t speak to effectiveness or generalizability. A reduction in near-miss incidents is helpful for safety awareness, but it’s not the same as demonstrating a real decrease in actual accidents. Evidence outside the trial can be persuasive, but without multiple sites showing the same outcome, it’s weaker than seeing the effect replicated across several plants.