Question

"The correlation between technological intensity and diversification may be spurious, as both may be related to selling to the government or to other dominant customers."

In the above sentence, spurious may refer to all of the following but:

• A. counterfeit
• B. questionable
• C. contrived
• D. forged

Hint:

Spurious means "appears real but is not." Ask which option only works for a physical/tangible fake, not for an abstract statistical relationship.

Answer 1

The Correct Option is D

The sentence describes a correlation that looks real but may actually come from both variables being tied to a third factor (selling to the same dominant customers), so it may not be a genuine, direct relationship. This is the classic sense of a "spurious correlation": one that appears true on the surface but is not what it seems. The question asks which word does NOT fit this sense of spurious, so we check each option for how well it applies to an abstract thing like a correlation.

1. counterfeit: Counterfeit means made to look genuine when it is not; this fits, since a spurious correlation looks like a genuine relationship while not really being one.
2. questionable: Questionable means open to doubt, which fits directly, a spurious correlation is exactly a relationship whose validity should be doubted.
3. contrived: Contrived means artificially produced rather than arising naturally; this also fits, since a spurious correlation is not a natural, direct cause and effect link, it is an artifact of a hidden shared cause.
4. forged: Forged specifically means deliberately faked, almost always used for a physical or documentary object, a forged signature, a forged currency note, a forged document. It carries the sense of intentional, hands on fabrication of a tangible thing. A correlation is an abstract statistical pattern; nobody sits down and "forges" a correlation the way one forges a signature. This word does not naturally extend to describe an abstract relationship between variables, so it does not fit here.

Counterfeit, questionable, and contrived can all describe an abstract relationship that looks genuine but is not, while "forged" is tied to the deliberate faking of a physical or documentary object and does not carry over to something like a statistical correlation.

Let's summarize:

• Spurious describes something that appears real or valid but is not, which fits counterfeit, questionable, and contrived.
• Forged is specific to intentionally faking a tangible object like a document or signature, a sense that does not transfer to an abstract correlation.

So the correct answer is option 4, forged.