needs further refinement

USAGE SUMMARY

The phrase ‘needs further refinement’ is correct and usable in written English.
You can use it when you want to express that something requires more detailed improvement, such as a plan or idea. For example, “This draft report needs further refinement before it can be presented to the board of directors.”.

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

13 human-written examples

Although the new criterion needs further refinement, it is concluded that the proposed approach is a promising and simple tool to guide and reduce the tedious and labour intensive work to find good glass former compositions in metallic systems.

Intermetallics

Due to their endogenous origin, exosome-based drug delivery systems may have advantages in the treatment of cancer, but their design needs further refinement to justify their usage on the clinical scale.

Biochimica et Biophysica Acta (BBA) - Reviews on Cancer

It needs further refinement to remove the redundant parts of the data for forming the low-dimensional feature.

EURASIP Journal on Advances in Signal Processing

Although the program needs further refinement, our findings suggest that the implementation of education-based infection control programs is important for the optimal functioning of medical ICUs.

JA Clinical Reports

In terms of units sold, three of the top five SKU's on GamersGate are add-ons or expansion packs, so let there be no doubt that gamers love the concept, it just needs further refinement to really hit the mark with mainstream consumers.

Huffington Post

However, since 10q is a continuous random variable, whereas n is integer-valued, the model needs further refinement.

Plosone

Human-verified similar examples from authoritative sources

Similar Expressions

47 human-written examples

The simple model for a gapped duplex assumed in our simulations probably needs further refinements in order accurately predict the occurrence of more highly ordered phases, such as smectic-B and columnar phases.

Nature

This proposes that, the lower and middle latitude region of Turkey needs further refinements with more regional data.

The Journal of Global Positioning Systems

A company official says the state was warned that the list needed further refinement.

The New York Times

However, CT interventions still need further refinement to help a greater proportion of sufferers achieve recovery.

Clinical Psychology Review

The workshop results, which showed the growing success of SRI in Nepal, also indicated that the major areas needing further refinement include weed management and water control.

Cornell University

Expert writing Tips

Best practice

When using "needs further refinement", be specific about the areas that require improvement to provide clear direction.

Common error

Avoid simply stating that something "needs further refinement" without identifying the specific aspects that require attention. Provide concrete examples or suggestions for improvement to make the feedback actionable.

Linguistic Context

The phrase "needs further refinement" functions as a descriptor, indicating that something is not yet complete or satisfactory and requires more work to achieve the desired level of quality. Ludwig AI indicates that the phrase is correct and appropriate for expressing the need for detailed improvement.

Expression frequency: Common

Frequent in

Science

62%

News & Media

23%

Academia

15%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "needs further refinement" is a grammatically correct and commonly used expression that indicates the necessity for additional improvement or detailing. As Ludwig AI confirms, this phrase is suitable for expressing the need for detailed enhancement. Predominantly found in scientific, news, and academic contexts, it serves the purpose of providing constructive feedback and highlighting areas that require further attention. While generally neutral to formal, it is best used with specific examples of the aspects that need refinement, which makes the feedback more actionable and effective.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

requires additional fine-tuning

Emphasizes the necessity of minor adjustments for optimal performance.

demands further polishing

Highlights the need for surface-level improvements to enhance overall quality.

calls for additional enhancement

Stresses the importance of improving existing features for better functionality.

necessitates additional improvement

Formally states that improvement is not optional but required.

warrants further development

Suggests that further development is justified based on current potential.

could benefit from additional work

Suggests potential gains from additional effort.

would profit from further adjustments

Indicates a potential advantage through additional adjustments.

is ripe for further optimization

Highlights the potential for substantial performance gains through optimization.

is subject to further detailing

Indicates that more details are required.

needs more precision

Highlights the necessity for accuracy.

FAQs

How can I use "needs further refinement" in a sentence?

You can use "needs further refinement" to indicate that something requires additional improvement. For example, "The proposed plan "needs further refinement" before implementation."

What are some alternatives to "needs further refinement"?

Alternatives to "needs further refinement" include "requires additional fine-tuning", "demands further polishing", or "necessitates additional improvement".

Is it better to say "needs further refinement" or "requires more detail"?

The choice depends on the context. "Needs further refinement" implies improving the existing structure, while "requires more detail" suggests adding more information. Refinement suggests improvement, detail implies expansion.

When is it appropriate to use the phrase "needs further refinement"?

Use "needs further refinement" when evaluating a draft, proposal, or plan that is generally sound but requires specific improvements or adjustments to meet the desired standards. Avoid using it if the subject is fundamentally flawed.