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
CEO of Professional Science Editing for Scientists @ prosciediting.com
further data is required
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "further data is required" is correct and usable in written English.
It can be used in contexts where additional information or evidence is needed to make a decision or complete a task. Example: "Before we can proceed with the analysis, further data is required to ensure accuracy."
✓ Grammatically correct
Science
Alternative expressions(13)
more data is needed
additional research is needed
more information is needed
additional data is necessary
more evidence is required
further study is necessary
further investigation is warranted
data is lacking
additional data is needed
we need more data
additional information is necessary
more research is needed
more input is needed
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
6 human-written examples
Further data is required to confirm or reject the hypothesis that this behaviour functions to teach the young, naïve females, but we suggest that it remains the only viable possibility based on the current analyses.
Science
Further data is required to understand the importance of mobility and psychotropic medication use in LTC settings.
Science
A Belgian study 39 suggested clients previously treated with Botox™ are less satisfied than with Dysport™ but further data is required.
Further data is required to clarify the inflammation component of PHPT in MS. Other studies correlate the increased mass of adipose tissue with the decrease in the 25-hidroxyvitamin D concentration as well and a secondary form of hyperparathyroidism [ 28].
Science
A minimum data set is necessary to evaluate the request for derogation; this is what we have specified in annex IV; if, in addition, further data is required by a Member State for an evaluation, it can request as much or as little as is needed.
Science
There is growing evidence about the synergistic effect on bone health of vitamin K and vitamin D. But further data is required in order to have a complete understanding of the complex interaction between vitamin K, vitamin D and bone metabolism.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
54 human-written examples
Further data are required to make the virtual human act naturally.
Further data are required before use of enoxaparin during pregnancy in women with mechanical heart valves can be recommended.
The results confirm a nearly linear dependency of the turbulent burning velocity, St, with u' but also with Lt. Surely further data are required but if the linear dependency of St with Lt is confirmed this would mean a significant difference as compared with premixed gaseous flames.
Further data are required on the distribution of ciliate protozoa in the rumen of healthy animals to improve model development, but the model described herein does indicate that the attached protozoal population is a significant component of the total rumen protozoal community.
Science
Further data are required to determine if this is a consistent phenomenon pertaining to a gait transition, from either fast or slow trajectories determined by the individual's motivation, or simply a result of undersampling.
Science
Expert writing Tips
Best practice
When using "further data is required" in scientific writing, specify the type of data needed to address the research question effectively.
Common error
Avoid using "further data is required" without indicating what kind of data is needed. Be specific about the variables, sample size, or methods required to improve the analysis.
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "further data is required" serves as a statement indicating that the current information available is insufficient to draw a conclusion or make an informed decision. This is supported by Ludwig examples that highlight the need for more data to validate hypotheses or improve models.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
In summary, the phrase "further data is required" is a grammatically correct and usable expression in English, predominantly found in scientific and formal contexts. Ludwig AI confirms its appropriateness for indicating the necessity of additional information or evidence. While alternatives such as "more data is needed" or "additional research is needed" exist, it is crucial to maintain specificity regarding the type of data needed to enhance clarity and effectiveness in writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
more data is needed
This alternative uses simpler language and emphasizes the necessity of additional data.
additional data is necessary
Replaces "further" with "additional" and "required" with "necessary", maintaining a formal tone.
more evidence is required
Replaces "data" with "evidence", focusing on factual support.
more information is needed
Substitutes "data" with the broader term "information", widening the scope of the requirement.
additional research is needed
Focuses on the need for more research, implying the need for more data.
further study is necessary
Highlights the necessity for additional study to gather more data.
further investigation is warranted
Uses a stronger term "warranted" to emphasize the importance of further inquiry.
the data is insufficient
States directly that the available data is not enough.
data is lacking
Emphasizes the absence of sufficient data.
more facts are needed
Uses the term "facts" instead of "data" making it slightly less formal.
FAQs
How can I use "further data is required" in a research paper?
Use "further data is required" to acknowledge the limitations of your study and suggest directions for future research. For example, "While our findings suggest a correlation, "further data is required" to establish causality."
What are some alternatives to "further data is required"?
You can use alternatives like "more data is needed", "additional research is needed", or "more information is needed" depending on the context.
Is it appropriate to use "further data is required" in a business report?
Yes, it is appropriate. In business reports, using ""further data is required"" indicates that additional information is needed before making a decision or drawing a conclusion. Ensure the tone remains professional.
What's the difference between "additional data is required" and "further data is required"?
The phrases "additional data is required" and ""further data is required"" are largely interchangeable. "Additional" emphasizes quantity, while "further" implies continuation or depth.
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.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested