driven by face

USAGE SUMMARY

The phrase "driven by face" is not correct and does not convey a clear meaning in written English.
It may be intended to express a concept related to appearance or facial expression, but without context, it is unclear when it could be used. Example: "His decisions seemed to be driven by face, rather than logic or reason."

⚠ May contain grammatical issues

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Before model comparison, we formulated a "base model" that accounted for: 1) the fact that the entire network is driven by face and nonface stimuli (objects and patterns), and 2) that OFA and FFA respond preferentially to faces, while V5 responds preferentially to motion.

Cerebral Cortex

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

In this era, when digital and virtual environments drive interactions and collaborations, Design Factory has its own physical environment, which is solely driven by face-to-face and human-to-human interactions.

European Journal of Futures Research

These results could impact our understanding of all phenomena driven by face-to-face interactions, such as the spreading of transmissible infectious diseases and information.

Plosone

Hollywood is driven by beautiful faces.

The Guardian - Film

A story is driven by the facing and resolution of the central conflict.

The Guardian - Books

"The cloud is driven by consumer-facing companies like Google and Facebook.

Forbes

It was concluded that orienting is driven by more general face properties (e.g. the particular low spatial frequencies of the face), which may act through both sub-cortical and cortical mechanisms [38,39].

Behavioural Brain Research

And, in the countries where we have seen birthrates drop, they are about decisions driven by women who face three defining facts.

The New York Times

Furthermore, these results were driven by the angry face context, because the PPI for angry vs. sad produced similar results to those identified for angry vs. neutral and for both the right and left amygdala seed (see Supplement 1), whereas no significant effects were found for the sad vs. neutral PPI.

Biological Psychiatry

However, this could be attributable to improved case finding driven by the increase in face-to-face consultations or due to improved recording by practices, rather than any actual general deterioration in the health of people with SMI.

BMJ Open

These difficulties in childhood could be a result of reduced face expertise, in turn driven by an early impairment in face orienting.

Behavioural Brain Research

Expert writing Tips

Best practice

When describing influences related to appearance, consider using more specific and grammatically sound phrases like "influenced by appearance" or "guided by looks".

Common error

Avoid using "driven by face" when you intend to convey influences of appearance or emotion. This phrase is often misinterpreted, so prioritize clarity by using more conventional language.

Linguistic Context

The phrase "driven by face" functions as a prepositional phrase, but its meaning is not readily apparent. Ludwig AI indicates it's grammatically questionable. Examples show use in contexts relating to facial recognition and social interaction, but the expression remains uncommon.

Expression frequency: Rare

Frequent in

Science

50%

News & Media

50%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "driven by face" is grammatically questionable and lacks clear meaning in standard English. As Ludwig AI points out, its intended meaning, potentially related to appearance or facial features, is not immediately obvious. While some examples exist, they are infrequent and varied in context. For improved clarity, consider using alternatives such as "motivated by appearance" or "influenced by facial features". These alternatives convey similar concepts with greater precision and grammatical correctness. Prioritizing clear and conventional language ensures effective communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

motivated by appearance

Emphasizes the role of outward presentation as a primary motivator, replacing "face" with the broader concept of "appearance".

influenced by facial features

Focuses on specific aspects of the face as influencing factors, providing a more detailed perspective than the original phrase.

guided by looks

Uses a more colloquial term "looks" to represent facial appearance, simplifying the expression.

led by countenance

Replaces "face" with the more formal term "countenance", indicating facial expression and overall demeanor.

propelled by visual appeal

Shifts the emphasis from the face itself to the overall visual attraction, broadening the scope.

determined by physical attractiveness

Highlights the role of attractiveness in driving actions, focusing on a specific quality related to appearance.

impacted by facial aesthetics

Emphasizes the aesthetic qualities of the face and their impact, using more formal language.

shaped by outward presentation

Broadens the concept to include any outward presentation, not just the face, changing the focus slightly.

governed by first impressions

Connects the face to the broader concept of first impressions, shifting the context.

affected by facial expression

Specifically targets the impact of facial expressions, providing a narrower focus than the original phrase.

FAQs

What does "driven by face" mean?

The phrase "driven by face" is not a standard English expression and its meaning is unclear. It could potentially refer to being motivated or influenced by someone's appearance or facial expression, but this interpretation requires context.

What can I say instead of "driven by face"?

Consider using phrases like "motivated by appearance", "influenced by facial features", or "guided by looks" depending on the intended meaning.

Is it grammatically correct to say "driven by face"?

No, the phrase "driven by face" is not considered grammatically correct in standard English. It's better to use more common and understandable alternatives.

How can I make my writing more clear when discussing the impact of someone's appearance?

To improve clarity, use phrases that are directly related to the aspect of appearance you're discussing, such as "physical attractiveness", "outward presentation" or "facial expression".