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
informed by studies
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "informed by studies" is correct and usable in written English.
It can be used when discussing conclusions, decisions, or actions that are based on research or academic findings. Example: "The new policy is informed by studies that highlight the importance of mental health in the workplace."
✓ Grammatically correct
Science
News & Media
Alternative expressions(3)
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
17 human-written examples
This said, the estimate is well above expectation informed by studies in Europe [7], suggesting a higher prevalence of disabling headache in Turkey than the European average [2].
Much of what we have learned about the mechanisms that mediate stressor-induced relapse has been informed by studies that have used the expression of the immediate early gene, cfos, or its protein product, Fos, as post-mortem activity markers.
Science
The implementation of this policy framework across the continent can be informed by studies such as the one presented in this paper which place a value on the use and sustainable management of wetland and other pastoral resources in dryland ecosystems.
Science
Estimates of productivity losses were well above expectation informed by studies in Europe, particularly surprising in a largely male workforce but perhaps explicable by a high prevalence of headache in Turkey, the nature of the work and the schedule disturbances of shift-work.
The initial draft report was informed by studies from energy policy experts, major universities, and nonpartisan energy stakeholder reports.
News & Media
Precisely how the mind represents categories has received a substantial amount of attention and recently theories of categorization have been informed by studies involving amnesic patients and functional imaging.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
43 human-written examples
However many models, including those informed by studying lawyers, analyse information-seeking at a high level of abstraction and are only likely to lead to broad-scoped design insights.
Paul Pope's beautiful, inky, seemingly loose but super well-informed drawings have been great for so long that even though he's still relatively young, there are multiple generations of illustrators whose styles were primarily informed by studying Paul's stuff.
News & Media
Themes informed by study research questions and emerging findings were used for content analysis.
Science
Data were analysed thematically, using deductive (eg, informed by study objectives and literature) and inductive (eg, emerging from and grounded in data) coding.
Science
The model structure was informed by earlier studies in this field.
Expert writing Tips
Best practice
Use "informed by studies" to add weight to your claims. Mentioning that your insights are based on academic research improves confidence.
Common error
Avoid using "informed by studies" if the connection between the studies and your statement is tenuous. Overstating this connection can weaken your argument and damage your credibility.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "informed by studies" functions as a post-modifier, specifically an adjectival phrase, that describes the source of information or rationale behind a decision, policy, or idea. It indicates that something is based on or guided by academic or scientific research, as evidenced by the examples provided by Ludwig.
Frequent in
Science
70%
News & Media
15%
Formal & Business
10%
Less common in
Encyclopedias
2%
Wiki
2%
Reference
1%
Ludwig's WRAP-UP
In summary, the phrase "informed by studies" is a grammatically correct and usable phrase in formal English, typically found in science, news, and formal business contexts. As Ludwig AI confirms, it indicates that decisions or conclusions are based on solid research, lending credibility to the statements. When using this phrase, ensure that the cited studies are credible and relevant, and avoid overstating their influence. Alternatives like "based on research" or "guided by evidence" can be used depending on the context. This makes "informed by studies" a valuable tool for persuasive and authoritative writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
based on research
Emphasizes the foundational aspect of research as the source of information.
guided by research
Highlights the directional influence of research on a particular course of action.
supported by studies
Focuses on the corroborative role of studies in validating a concept or decision.
drawing on research
Implies a more active and selective use of research findings.
informed by data
Broadens the scope to include any form of data, not just formal studies.
underpinned by research
Suggests that research forms a fundamental basis or support.
derived from studies
Highlights the origin of an idea or conclusion in specific studies.
informed by evidence
Similar to "informed by data", but emphasizes the evidentiary nature of the information.
informed by analysis
Focuses on conclusions or actions that are the result of a careful examination of a subject or situation.
informed by investigation
Highlights how a research or fact-finding process influences a decision or understanding.
FAQs
How can I effectively use "informed by studies" in a sentence?
Use "informed by studies" to indicate that a decision, policy, or understanding is based on solid research. For example, "The new guidelines are "informed by studies" on effective teaching methods."
What phrases are similar to "informed by studies"?
Alternatives include phrases like "based on research", "guided by evidence", or "supported by data". The best choice depends on the specific context.
Is it appropriate to use "informed by studies" in informal writing?
While grammatically correct, "informed by studies" is more suited for formal and academic writing. In informal contexts, simpler phrases like "based on what I read" might be more appropriate.
What's the difference between "informed by studies" and "influenced by studies"?
"Informed by studies" implies a direct and logical connection where studies provide the basis for understanding or action. "Influenced by studies" suggests a more general impact, where studies may have shaped thinking without necessarily dictating it.
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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested