need further refinement

USAGE SUMMARY

The phrase "need further refinement" is correct and usable in written English.
It can be used when indicating that something requires additional improvement or adjustment. Example: "The initial draft of the report is good, but it will need further refinement before submission."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

34 human-written examples

First, we replaced the broadcast of SFC keys from the sorter object with the broadcast of a bit vector indicating which of the bins evaluated in the previous step need further refinement.

Computational Astrophysics and Cosmology

So cutting-edge technologies, such as laser light spectroscopy, electron microscopy, x-ray crystallography, nuclear magnetic resonance (NMR) spectroscopy, and mass spectroscopy, are all coming to the fore, but need further refinement if they are to be used to find answers to these questions.

Science Magazine

However, these values need further refinement using additional samplings.

Disease Markers

Therefore, a correct interpretation of Figure 1B is that both structures (1BKQ and 1F3C) need further refinement.

Bioinformatics

However, the reliability analysis suggested that some items in the Swedish version need further refinement to establish sound internal consistency.

BMC Health Services Research

For PM10, the dispersion model is suitable for estimating and comparing individual exposures between and within cities. Individual estimates for NO2 within a city, however, need further refinement.

Environmental Health Perspectives

Human-verified similar examples from authoritative sources

Similar Expressions

26 human-written examples

While our analysis of real data suggests that this impact may be deemed reasonably moderate in some situations, the main concern still remains because the estimates employed are not sufficiently stable and the underlying model may still need further refinements.

Biology Direct

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

The New York Times

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

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

Expert writing Tips

Best practice

When using "need further refinement", clearly specify which aspects require more work to provide context.

Common error

Avoid using "need further refinement" without indicating what specifically needs to be refined. It lacks actionable information.

Linguistic Context

The phrase "need further refinement" functions as a predicate, indicating a requirement for additional work or improvement. Ludwig AI examples show it applied to diverse subjects like models, methods, and definitions.

Expression frequency: Common

Frequent in

Science

70%

News & Media

15%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "need further refinement" is a phrase used to indicate that something requires additional work or improvement. Ludwig AI shows that it is grammatically correct, according to the Ludwig AI analysis, and common across various contexts, especially in scientific and academic writing. When using this phrase, it is important to specify what aspects require further attention to provide clarity. Alternatives include "require additional polishing" or "demand more enhancement", offering nuanced ways to express the same core idea.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

require additional polishing

Emphasizes improving the surface appearance or quality.

demand more enhancement

Focuses on the idea of increasing overall value or effectiveness.

call for additional fine-tuning

Highlights the need for precise adjustments.

warrant further adjustment

Suggests that further adjustment is justified or necessary.

necessitate further modification

Indicates a strong need for changes to be made.

benefit from additional work

Implies that more work would be advantageous.

are subject to additional development

Highlights the ongoing nature of the improvement process.

demand additional improvements

Emphasizes the need for better quality or performance.

prove to be refined

Focuses on the final goal and a future opportunity for refining.

are ripe for improvement

Highlights that something is currently appropriate to undergo enhancement.

FAQs

How can I rephrase "need further refinement"?

You can use alternatives such as "require additional polishing", "demand more enhancement", or "call for additional fine-tuning" depending on the specific context.

Is it more appropriate to say "needs further refinement" or "need further refinement"?

The correct form depends on the subject. Use "needs" for singular subjects (e.g., "The plan needs further refinement.") and "need" for plural subjects (e.g., "These models need further refinement.").

What does it mean when something "needs further refinement"?

It means that something isn't yet complete or optimal and requires additional work, adjustments, or improvements to reach the desired state.

What are some common areas that often "need further refinement"?

Common areas include plans, strategies, models, methods, analyses, and definitions. For example "The specific data elements to be shared will "need further refinement"".