realization driven

USAGE SUMMARY

The phrase "realization driven" is not standard in written English and may cause confusion.
It could be used in contexts discussing motivations or actions that are guided by a specific realization or understanding. Example: "Our approach is realization driven, focusing on insights gained from recent market research."

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Others describe it as a realization, driven home by electoral defeats, that things like free tuition and free health care have costs that eventually need to be paid.

The New Yorker

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

This realization drove Al Jazeera to rethink the programming mix for the new channel.

The New York Times

This realization drives her, and inspires those of us who are partnering with her as we consider materials, finishes, colors and furnishings.

Huffington Post

That realization drove Officer Adhyl Polanco to the brink of quitting the force; trying to do the right thing landed him an overnight shift monitoring CCTV surveillance footage in a housing project a punishment for speaking out against his supervisors.

Vice

This realization has driven the renewal of the health systems strengthening (HSS) concept, which is now prominent in the wider aid effectiveness agenda [ 1, 5- 8].

Globalization and Health

Proximity of the realizations is driven most prominently by channel depth, and then equations are used to relate width to depth, and finally avulsion rate.

Petroleum Science

That realization partly drove such deals as Charles Schwab's acquisition of U.S. Trust as well as UBS Warburg's acquisition of PaineWebber.

The New York Times

Therefore, the study on the optical as well as electrical characteristics of organic dyes would be crucial for the realization of electrically driven organic lasers [15-18] [15-18]

Nanoscale Research Letters

A new modeling approach that involves the integration of geological software, a reservoir simulator and a robust optimizer in a closed loop for generating multiple geologically driven realizations and uncertainty assessment of different recovery processes is introduced.

Journal of Petroleum Exploration and Production Technology

The key challenge for Si photonic systems is the realization of compact, electrically driven optical gain elements.

Materials Today

This work represents a significant step towards the realization of inexpensive, electrically driven and simply fabricated GaN VCSELs for potential use in number of applications.

Superlattices and Microstructures

Expert writing Tips

Best practice

When using "realization driven", ensure the context clearly establishes what specific realization is the driving force. Be precise to avoid ambiguity.

Common error

Avoid using "realization driven" without specifying the realization. For instance, instead of saying 'The project is realization driven', specify 'The project is driven by the realization that market needs have changed'.

Linguistic Context

The phrase "realization driven" functions as a compound adjective describing something that is motivated or guided by a specific insight or understanding. Ludwig AI suggests that while grammatically acceptable, it might not be the most common or readily understood phrase.

Expression frequency: Rare

Frequent in

News & Media

30%

Science

30%

Formal & Business

15%

Less common in

Encyclopedias

10%

Wiki

10%

Reference

5%

Ludwig's WRAP-UP

In summary, "realization driven" is a compound adjective used to describe something motivated by a specific understanding. While grammatically sound, Ludwig AI flags it as potentially confusing. Therefore, clarity is paramount when employing this phrase; ensure the driving realization is explicitly defined. Consider stronger, more common alternatives such as "insight led" or "understanding driven" to enhance comprehension. Its register is neutral to professional, most frequently appearing in News & Media and Science contexts. Ensure usage avoids vagueness to maintain a clear and strategic tone.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

understanding-driven

Directly substitutes "realization" with "understanding", maintaining a similar structure.

awareness-driven

Highlights the role of being conscious and informed as the primary motivator.

insight-led

Replaces "realization" with "insight" focusing on the guiding power of understanding.

informed by awareness

Uses a more descriptive term emphasizing the influence of conscious knowledge.

guided by understanding

Highlights comprehension as the key factor influencing actions or decisions.

founded on insight

Emphasizes that the basis or origin of actions is a deep understanding.

perception-based

Emphasizes that actions are driven by a specific way of viewing the world.

shaped by awareness

Indicates that actions or decisions are molded and influenced by a certain awareness.

cognizance-led

Uses a more formal term, "cognizance", to indicate a state of knowing or awareness.

prompted by recognition

Focuses on the triggering aspect of realizing something important.

FAQs

How can I use "realization driven" in a sentence?

You can use "realization driven" to describe actions, strategies, or decisions that are motivated by a particular understanding or awareness. For example: "The mobile-first approach is "driven by a realization" that fundamental rules have changed."

What does "realization driven" mean?

"Realization driven" means that something is motivated or guided by a specific insight or understanding that has been recognized or realized.

What are some alternatives to "realization driven"?

Some alternatives include "understanding driven", "insight led", or "informed by awareness". The best choice depends on the specific nuance you want to convey.

Is "realization driven" grammatically correct?

While not the most common phrase, "realization driven" is grammatically acceptable as a compound adjective. However, clarity is key; ensure the context makes the meaning clear. Consider alternatives if the phrase causes confusion.