needs further experimentation

USAGE SUMMARY

The phrase "needs further experimentation" is correct and usable in written English.
It can be used when indicating that additional testing or research is required to draw more definitive conclusions about a subject or hypothesis. Example: "The initial results are promising, but the theory needs further experimentation to validate its effectiveness."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

This may create a usability and security trade off, which needs further experimentation.

Journal of Internet Services and Applications

However, this needs further experimentation.

Plosone

This hypothesis needs further experimentation.

Cell Death and Disease

Certainly, this idea needs further experimentation.

Attention, Perception & Psychophysics

Understanding the adaptive significance of such variation is of relevance that needs further experimentation.

BMC Plant Biology

Understanding the adaptive significance of such mutations in genes needs further experimentation using a larger set of contrasting genotypes.

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

To elucidate whether selenium is important in αvβ3 integrin-mediated migration inhibitions of TM6 cells will need further experimentation.

Breast Cancer Research

For example, although many RNA degradation pathways, enzymes, and cofactors have been identified, a precise understanding of their biochemical function and mechanisms of action will need further experimentation, including the development of robust in vitro systems for mechanistic studies.

Genetics

However, the complete understanding of evolutionary history of such seed-size/weight-associated SBP TF gene during chickpea domestication needs further systematic experimentation by assaying high-throughput marker genotyping information in a larger set of contrasting genotypes at the genome and gene level.

DNA Research

Understanding the adaptive and evolutionary significance of such TFFDMS and TFGMS repeat expansion/contraction in the functional domain and 5′ UTRs of TF genes, respectively, is of relevance that needs further systematic experimentation by assaying a large number of contrasting chickpea genotypes of different tissues and/or stages (embryogenesis to maturation) of seed development.

DNA Research

Therefore, it was supposed that miR-29c was also related with FSH secretion which may influence on follicles recruiting in the present study, and it need further experimentation certainly.

BMC Genomics

Expert writing Tips

Best practice

When using "needs further experimentation", clearly specify the hypothesis or aspect that requires additional testing to provide context and avoid ambiguity.

Common error

Avoid drawing definitive conclusions based on preliminary findings that "needs further experimentation". Acknowledge the limitations of the current data and emphasize the need for more rigorous testing.

Linguistic Context

The phrase "needs further experimentation" functions as a statement indicating that a particular idea, hypothesis, or result requires additional empirical testing or validation. This aligns with Ludwig AI's assessment that the phrase is correct and usable.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, the phrase "needs further experimentation" is a grammatically correct and usable expression, primarily employed in scientific and academic contexts to signify the necessity for additional empirical testing. As confirmed by Ludwig AI, it's a clear and concise way to communicate that more research is required before drawing definitive conclusions. While alternatives such as "requires more investigation" or "demands further research" exist, "needs further experimentation" specifically emphasizes the importance of empirical validation. Its frequency is uncommon but it's correct.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

requires more investigation

This alternative focuses on the need for additional investigative work.

demands further research

This alternative emphasizes the necessity of more research to validate a hypothesis or idea.

warrants additional study

This alternative suggests that further study is justified based on preliminary findings.

calls for more testing

This alternative highlights the need for more empirical testing.

necessitates further analysis

This alternative indicates that additional analysis is essential for a comprehensive understanding.

is subject to ongoing research

This alternative conveys that the topic is currently under investigation.

is an area for future exploration

This alternative suggests a broader scope of inquiry is needed.

remains to be fully elucidated

This alternative implies that the full understanding is still lacking and requires clarification.

is open to further interpretation

This alternative conveys that there is no single and correct interpretation yet, and this requires more views.

begs for deeper insight

This alternative emphasizes the need for greater understanding of the matter.

FAQs

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

You can use "needs further experimentation" to indicate that additional testing or research is required. For example, "This hypothesis "needs further experimentation" to validate its effectiveness".

What are some alternatives to saying "needs further experimentation"?

Alternatives include phrases like "requires more investigation", "demands further research", or "warrants additional study" depending on the specific context.

Is it appropriate to use "needs further experimentation" in formal writing?

Yes, "needs further experimentation" is appropriate for formal writing, particularly in scientific and academic contexts, where it is commonly used to describe the next steps in a research process.

What's the difference between "needs further experimentation" and "needs further research"?

While similar, "needs further experimentation" specifically implies the need for empirical testing and validation, whereas "needs further research" can encompass broader forms of inquiry, including literature reviews and theoretical analysis.