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
due to research
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "due to research" is correct and usable in written English.
It can be used to indicate that something is a result of or influenced by research findings or activities. Example: "The new policy was implemented due to research that highlighted the need for change."
✓ Grammatically correct
Science
News & Media
Formal & Business
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
55 human-written examples
Globally, the chemical is being phased out due to research indicating it is toxic to the environment.
News & Media
Syngenta's neonicotinoid pesticide was given a two-year ban by the European Union in 2013 due to research linking it to serious harm in bees.
News & Media
Fortunately, due to research Mary herself has done, there is an operation that gives her normal vision.
News & Media
This is due to research findings suggesting that the flax raw material provides a variety of industrial and health benefits.
In the last twenty-five years, this hypothesis has gained broad acceptance largely due to research at the ancient city of Copan, Honduras.
Science
Due to research experiences companies' environmental behaviour is not always consistent in practice, which indicates "gaps" emerging between and within awareness components.
Human-verified similar examples from authoritative sources
Similar Expressions
5 human-written examples
Has your research been changed due to patented research tools or prior upstream discoveries? 1) Yes 2) No Q7.
Science
Has your research been abandoned due to patented research tools or prior upstream discoveries? 1) Yes 2) No Q8.
Science
Public health research (including health services research) was considered the ministry's task due to its research institutes.
Science
The Wright brothers' success was due to detailed research and an excellent engineering-and-development approach.
Encyclopedias
Our staff numbers will increase, in part due to new research council academic fellowships, which our university has committed to chemistry, as well as internal initiatives.
News & Media
Expert writing Tips
Best practice
When using "due to research", ensure the sentence clearly indicates what specific research is being referenced, either directly or contextually. This adds clarity and strengthens the credibility of your statement.
Common error
Avoid using "due to research" without specifying or implying which research you are referring to. Vague references can weaken your argument. Instead, be specific: "Due to research by X, Y result was observed."
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "due to research" functions as an adverbial phrase, specifically a causal adjunct. It modifies a clause by indicating the reason or cause for an action or state. This is evident in the Ludwig examples where the phrase introduces the explanation for an observed effect.
Frequent in
Science
46%
News & Media
30%
Formal & Business
8%
Less common in
Encyclopedias
2%
Wiki
2%
Reference
0%
Ludwig's WRAP-UP
In summary, "due to research" serves as a versatile causal connector, frequently employed to attribute outcomes or developments to the influence of research findings. As Ludwig AI confirms, the phrase is grammatically correct and widely accepted, finding prevalent use across scientific, news, and formal business domains. While it is suitable for a variety of contexts, ensure a clear and specific reference to the relevant research to maximize clarity and impact. For alternative expressions, consider "as a result of research" or "because of research" for similar causal connections.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
as a result of research
This alternative directly replaces "due to" with "as a result of", maintaining the causal link to research.
because of research
Replaces "due to" with "because of", offering a simpler and more direct causal connection.
owing to research
Substitutes "due to" with "owing to", which is a more formal but semantically equivalent phrase.
on account of research
Replaces "due to" with "on account of", presenting a slightly more elaborate causal explanation.
thanks to research
Uses "thanks to" in place of "due to", which can imply a positive outcome resulting from the research.
attributable to research
Emphasizes that the outcome can be attributed or traced back to the research.
as a consequence of research
Highlights that the result is a direct consequence or effect of the research efforts.
resulting from research
Focuses on the outcome as a direct result or product of the research process.
stemming from research
Suggests that the outcome originates or arises from the research activities.
by virtue of research
Indicates that the outcome is achieved or made possible by the power or quality of the research.
FAQs
How can I use "due to research" in a sentence?
You can use "due to research" to indicate that something is a consequence or result of research findings. For example, "The policy change was implemented "due to research" indicating its effectiveness."
What phrases are similar in meaning to "due to research"?
Alternatives to "due to research" include "as a result of research", "because of research", or "owing to research". The choice depends on the desired level of formality and emphasis.
Is it always appropriate to use "due to research"?
While generally correct, ensure that the context supports a direct causal relationship with specific research. If the connection is weak or speculative, consider using phrases like "related to research" or "influenced by research".
What's the difference between "due to research" and "related to research"?
"Due to research" implies a direct causal link, meaning the research directly caused the outcome. "Related to research" suggests a connection or association but not necessarily direct causation. Use "related to research" when the link is less definitive.
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
4.5/5
Expert rating
Real-world application tested