more data is needed

USAGE SUMMARY

The sentence "More data is needed" is correct and usable in written English.
You can use it when you want to express that more information is required in order to come to a conclusion or make a decision. For example: "More data is needed before we can decide which marketing strategy to pursue."

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

58 human-written examples

But, of course, more data is needed.

The New York Times - Science

More data is needed to sort this out.

The New York Times

Comets also occasionally strike Earth, and more data is needed on them to plan possible defenses.

The New York Times

(The research to date is limited, so more data is needed to be sure).

The Guardian

More data is needed on the long-term effectiveness of the two newer procedures.

The New York Times

Criminologists say while those numbers are shocking, more data is needed to determine a real trend.

The New York Times

Even so, the model doesn't work for everything Sense tries it on, often because more data is needed.

The New York Times - Tech

However, this type of surgery is relatively new and more data is needed to evaluate its effectiveness.

The Guardian - Lifestyle

All agree that much more data is needed.

Science Magazine

When more data is needed, you can start collecting it.

Forbes

However, more data is needed to confirm this result.

Nanoscale Research Letters

Expert writing Tips

Best practice

In academic writing, follow "more data is needed" with a specific plan or suggestion for how to acquire the necessary data.

Common error

Avoid using "more data is needed" as a generic statement without specifying what type of data is required or how it will contribute to the analysis. Instead, clarify the specific gaps in the current data and how further information would improve the outcome.

Linguistic Context

The phrase "more data is needed" functions as an impersonal declarative statement. It is commonly used to express the requirement for additional information to support a claim, validate a hypothesis, or make an informed decision. As seen in Ludwig, the expression is considered grammatically correct.

Expression frequency: Very common

Frequent in

Science

39%

News & Media

37%

Formal & Business

24%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "more data is needed" is a grammatically sound and frequently used expression to convey the requirement for additional information across various contexts. As Ludwig's AI indicates, the phrase is correct and usable in written English. It is commonly found in scientific, news, and business domains. When using this phrase, specificity about the type of data needed is crucial. Alternatives such as "further data is required" or "additional information is necessary" can be used to add nuance. Ultimately, this phrase serves as a call for thoroughness and rigor in analysis and decision-making.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

further data is required

Uses 'further' instead of 'more' and 'required' instead of 'needed', implying a formal tone.

additional information is necessary

Replaces 'data' with 'information' and 'needed' with 'necessary', providing a slightly broader scope.

more evidence is required

Substitutes 'data' with 'evidence', focusing on factual support.

we need more information

Changes the structure to a direct statement of need from the speaker's perspective.

more facts are needed

Replaces "data" with "facts", thus emphasizing the need for information that can be verified and is objective.

further investigation is warranted

Shifts the focus to the action of investigating rather than the data itself.

more research is necessary

Highlights the need for a research-oriented approach to gather additional data.

a larger dataset is required

Focuses on the size and nature of the data needed for better analysis.

the sample size needs to be increased

Specifies that the statistical sample is not big enough.

a broader study is necessary

Emphasizes the need for a wider perspective and new approaches.

FAQs

How can I use "more data is needed" in a sentence?

You can use "more data is needed" to express that further information is required before a conclusion can be reached. For example, "The initial results are promising, but "more data is needed" to confirm the hypothesis".

What can I say instead of "more data is needed"?

You can use alternatives like "further data is required", "additional information is necessary", or "more evidence is required" depending on the context.

Is it better to say "more data is needed" or "more data are needed"?

"More data is needed" is generally preferred because "data" is often treated as a singular, uncountable noun in this context. Although "data" can be plural (the plural of "datum"), its singular usage is more common, especially in general writing.

When is it appropriate to state that "more data is needed"?

It's appropriate when the available information is insufficient to draw a firm conclusion or make a well-informed decision. It's also useful when acknowledging limitations in a study or analysis, suggesting directions for future research or investigations.