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
because of insufficient knowledge
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "because of insufficient knowledge" is correct and usable in written English.
It can be used to explain a reason for a lack of understanding or awareness about a particular topic or situation. Example: "The team was unable to make an informed decision because of insufficient knowledge regarding the new regulations."
✓ Grammatically correct
Science
News & Media
Wiki
Formal & Business
Alternative expressions(11)
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
13 human-written examples
Major business opportunities may remain untapped if the scientific knowledge cannot be developed into products because of insufficient knowledge transfer [40].
Liver hemodynamics are not yet fully understood because of insufficient knowledge on the hepatic vascular morphology and its perfusion characteristics, hampering the optimization of liver transplantation procedures.
Science
Uncertainties caused by model structure are due to model assumptions and simplifications because of insufficient knowledge, to limit data requirements and for operational reasons (e.g. application at a scale that requires model simplification).
Science
Because of insufficient knowledge and a lack of proper data, different process models were developed: a semi-empirical dynamic model based on chemical kinetics laws, and several experimental black-box models.
Another potential red flag: In the offering documents risks section, it states that the company hasn't been able to pay certain social security and housing provident fund contributions for staff in part because of "insufficient knowledge on our part of the social security system".
News & Media
"Primary care physicians may find diagnosing and treating BED challenging because of insufficient knowledge of its new diagnostic criteria and available treatment options," it reads.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
46 human-written examples
In addition, and prior to the accident, two Crossair pilots told Swiss media that some foreign pilots employed by Crossair posed a safety risk because of an insufficient knowledge of English.
Wiki
There are significant uncertainties associated with modeling these effects, especially as regards the electromagnetic attraction between aerosol and hydrometeor particles, because of insufficient theoretical knowledge and measurement data.
A number of factors hindered the ability of counselors to help the women in this study, including counselors' desires to help female clients, using nonproactive styles because of embarrassment, and insufficient knowledge of health professionals about sexual concerns.
Yet it is still not proven that plateau uplift intensified the monsoon because we have insufficient knowledge of both the tectonic evolution of the HTP and the paleoclimatic evolution of the Asian monsoon during the Cenozoic.
If the explanation that immigrants are overeducated is because they have insufficient knowledge of the Swedish language or a lower quality of education then increased and improved education in Swedish could be one method to improve the situation.
Science
Expert writing Tips
Best practice
When using "because of insufficient knowledge", be specific about what knowledge is lacking. This adds clarity and strengthens your explanation.
Common error
Avoid using "because of insufficient knowledge" as a blanket statement. Instead, pinpoint the specific area where knowledge is lacking to provide a more insightful analysis.
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "because of insufficient knowledge" functions as an adverbial phrase modifying a verb. It provides a causal explanation for an action, state, or condition. As Ludwig AI shows, this phrase is used to describe the reason why something happens due to a lack of adequate information or understanding.
Frequent in
Science
67%
News & Media
17%
Wiki
8%
Less common in
Formal & Business
8%
Encyclopedias
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, the phrase "because of insufficient knowledge" serves as a causal connector, explaining that a lack of information or understanding is the reason for a particular situation. Ludwig AI confirms that the phrase is correct and usable in written English. While the phrase is more commonly found in scientific contexts, it also appears in news and media. When using this phrase, be sure to specify what knowledge is lacking to provide greater clarity and impact. Alternatives like "due to a lack of understanding" or "owing to inadequate information" can be used for variety. Keep in mind that while it's acceptable, being specific about the knowledge gap is always better.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
due to a lack of understanding
This alternative directly replaces "insufficient knowledge" with "a lack of understanding", focusing on the absence of comprehension.
owing to inadequate information
Replaces "insufficient knowledge" with "inadequate information", emphasizing the lack of sufficient data.
caused by a knowledge deficit
Replaces "insufficient knowledge" with "knowledge deficit", directly pointing out the gap in understanding.
as a result of limited awareness
This alternative shifts the focus to "awareness", suggesting a lack of consciousness or familiarity with the subject.
because of a superficial grasp
Highlights that the understanding is not thorough or complete.
stemming from a dearth of expertise
This phrase highlights the absence of specialized skill or knowledge in a particular area.
resulting from limited data
Emphasizes the lack of available facts and statistics, suggesting a need for more empirical evidence.
due to an incomplete picture
This implies the available information doesn't provide a full or accurate representation.
attributable to scarce insights
Focuses on the lack of deep understanding or intuition, suggesting a superficial grasp of the subject.
on account of limited familiarity
This suggests a lack of direct or personal experience with the subject matter.
FAQs
How can I use "because of insufficient knowledge" in a sentence?
You can use "because of insufficient knowledge" to explain why a task wasn't completed, a decision was flawed, or a concept is misunderstood. For example: "The project failed because of insufficient knowledge of the market trends".
What are some alternatives to "because of insufficient knowledge"?
Alternatives include "due to a "lack of understanding"", "owing to "inadequate information"", or "as a result of "limited awareness"".
Is it better to say "due to insufficient knowledge" or "because of insufficient knowledge"?
Both "due to insufficient knowledge" and "because of insufficient knowledge" are grammatically correct and can be used interchangeably. However, "because of" might sound more natural in everyday conversation.
What's the difference between "insufficient knowledge" and "lack of knowledge"?
"Insufficient knowledge" implies that some knowledge exists, but it's not enough, while "lack of knowledge" suggests a complete absence of understanding or information.
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