Used and loved by millions

Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

MitStanfordHarvardAustralian Nationa UniversityNanyangOxford

it needs further refinement

Grammar usage guide and real-world examples

USAGE SUMMARY

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

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

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

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

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.

News & Media

Huffington Post

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.

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.

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.

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

Science

Plosone

However, this method is subject to confounding and needs further refinement, as the authors stated themselves [53], [54].

Science

Plosone

On the other hand, the model needs further refinement.

The applied method has some limitations and needs further refinement.

Altogether, sequence segments "A" and "B" represent almost 35% of the sequence, a rather large domain which needs further refinement to define the exact contributors.

These two aspects emphasise that the comparability of results arising from RT-QPCR needs further refinement and development at the data-handling phase.

Show more...

Expert writing Tips

Best practice

When using "it needs further refinement", be specific about which aspects require improvement to provide clear direction for revisions.

Common error

Avoid using "it needs further refinement" without specifying what "it" refers to, as this can lead to ambiguity and hinder effective communication. Be explicit about the subject requiring refinement.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "it needs further refinement" functions as a commentary or evaluation, indicating that a subject requires additional work for improvement. Ludwig AI confirms its general usability in written English.

Expression frequency: Common

Frequent in

Science

45%

News & Media

25%

Formal & Business

15%

Less common in

Academia

5%

Encyclopedias

3%

Wiki

2%

Ludwig's WRAP-UP

In summary, the phrase "it needs further refinement" is a grammatically sound and commonly used expression to indicate that something requires additional improvement. As Ludwig AI confirms, this phrase is suitable for various contexts, particularly in scientific, news, and formal business settings. To maximize clarity, specify the aspects needing refinement to avoid ambiguity. Alternatives include "it requires additional polishing" or "it demands more fine-tuning", depending on the specific nuances you wish to convey. While versatile, avoiding overuse and ensuring specific context enhances the effectiveness of this phrase.

FAQs

What does "it needs further refinement" mean?

The phrase "it needs further refinement" means that something requires additional work or adjustment to improve its quality, precision, or effectiveness. It indicates that the current state is not yet satisfactory and requires more attention to detail.

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

You can use "it needs further refinement" in a sentence to indicate that a particular aspect of a project, plan, or idea requires additional improvement. For example, "The design concept is promising, but "it needs further refinement" before implementation."

What are some alternatives to "it needs further refinement"?

Alternatives to "it needs further refinement" include "it requires additional polishing", "it demands more fine-tuning", or "it could benefit from further tweaking", depending on the specific context.

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

It is appropriate to use the phrase "it needs further refinement" when providing feedback on a project or piece of work that is not yet complete or satisfactory. It is particularly useful when the subject is generally good but requires specific improvements to meet the desired standard.

ChatGPT power + Grammarly precisionChatGPT power + Grammarly precision
ChatGPT + Grammarly

Editing plus AI, all in one place.

Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.

Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: