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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 approximately half of
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "because approximately half of" is correct and usable in written English.
You can use it when providing a reason or explanation that involves a statistical or numerical reference, indicating that around 50% of a certain group or category is being discussed. Example: "The project was delayed because approximately half of the team members were unavailable due to illness."
✓ 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
13 human-written examples
This is largely because approximately half of the genes in eukaryotic genomes appear to be novel to that genome (such as for C. elegans).
We do not use Version 9 genomes here because approximately half of the markers fail to map to this version of genome [ 58].
Science
Furthermore, the timings of the fixed injections do not appear to be exaggerated, because approximately half of the patients presented with some exudation at those visits.
Our ability to detect this relationship was severely hampered by low statistical power, because approximately half of the study children refused to provide a blood sample.
Because approximately half of the hips in group C had developed osteoarthritis with narrowing of the joint space, these hips represent a poor radiographic result.
Science
We had minimal statistical power to do so, however, because approximately half of the study children refused to provide a blood sample.
Human-verified similar examples from authoritative sources
Similar Expressions
46 human-written examples
This age group was chosen to coincide with the minimum legal drinking age (lower end of the range) and because approximately half the population of Yarrabah is aged less than 25 years (upper end of the range).
Science
This can probably be considered as a power problem, because only approximately half of the participants scored above the HADS cutoff score of anxiety and depressive symptoms at baseline.
Science
However, an association is difficult to detect with this method when the effect of HPV vaccination on the incidence of migraine is small or present only for a small time period after vaccination and because only approximately half of the girls were vaccinated against HPV.
Deaths due to lung cancer attributable to indoor radon exposure can be considered premature because approximately half occur before the age of 70 years.
Because approximately half the U.S. adult population takes prescription medications, many of which affect CYP2D6 or CYP2E1, their influence on THM toxicodynamics may be worthy of further investigation.
Expert writing Tips
Best practice
When using "because approximately half of", ensure the context clearly establishes the group or quantity to which the 'half' refers. This avoids ambiguity and strengthens the causal connection you're making.
Common error
Avoid assuming direct causation solely based on a near-50% correlation. While "because approximately half of" suggests a strong influence, other factors might contribute significantly to the outcome. Ensure that it's really a causal relation, not just a correlation.
Source & Trust
89%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "because approximately half of" functions as a causal connector, linking a situation or outcome to the fact that roughly 50% of something is responsible. Ludwig AI's examples show it introducing reasons behind study results, population characteristics, and project outcomes.
Frequent in
Science
70%
News & Media
30%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "because approximately half of" is a versatile phrase used to establish a causal relationship based on a proportion nearing 50%. Ludwig AI validates that this phrase is grammatically correct and is primarily employed in scientific and journalistic contexts. While other phrases can be employed for similar effect, it’s important to maintain clarity and context when indicating the relationship. Ludwig's examples and analysis suggest that clarity regarding the 'half' and caution against implying causation from merely correlation are essential for effective communication.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
since roughly fifty percent of
Replaces "approximately half" with a synonymous expression for numerical estimation, using "since" for causality.
as around fifty percent of
Substitutes "approximately half" with a near equivalent numerical phrase and "because" with "as" to signal reason.
given that nearly half of
Uses "nearly half" to approximate the quantity and "given that" to indicate the causal link.
seeing as almost half of
Employs "almost half" for the proportion and "seeing as" for expressing the reason.
considering that close to half of
Replaces "approximately" with "close to" and "because" with "considering that" for the causal relationship.
inasmuch as about half of
Substitutes "approximately half" with "about half" and introduces "inasmuch as" for a more formal causal connector.
due to nearly fifty percent of
Expresses causality with "due to" while retaining a similar numerical estimate.
on account of roughly half of
Uses "on account of" to signal causality and replaces "approximately" with "roughly".
as a result of around half of
Conveys causality using "as a result of" with a similar numerical approximation.
owing to almost fifty percent of
Indicates causality through "owing to" with a slightly varied numerical approximation.
FAQs
How can I use "because approximately half of" in a sentence?
Use "because approximately half of" to introduce a reason or cause that is linked to a proportion. For example, "The study faced challenges because approximately half of the participants withdrew before completion".
What are some alternatives to "because approximately half of"?
Alternatives include "since roughly fifty percent of", "as around fifty percent of", or "given that nearly half of", depending on the desired level of formality and precision.
Is it more accurate to say "because about half of" or "because approximately half of"?
Both "because about half of" and "because approximately half of" are acceptable. "Approximately" implies a slightly greater degree of estimation than "about", but the difference is often negligible in everyday usage.
Can I use "because approximately half of" in formal writing?
Yes, "because approximately half of" is suitable for formal writing. It provides a clear and reasonably precise way to express a causal relationship involving proportions. More formal alternatives may be used depending on context and preference.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
89%
Authority and reliability
4.5/5
Expert rating
Real-world application tested