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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
scope of heterogeneity
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "scope of heterogeneity" is correct and usable in written English.
It can be used in contexts discussing the range or extent of diversity or variation within a particular subject or field. Example: "The scope of heterogeneity in the study's sample population highlights the need for tailored interventions."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(5)
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
1 human-written examples
Due to limitations of our current technology (tumor sampling bias and sequencing sensitivity), the scope of heterogeneity in each tumor is unclear.
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
This serves to reduce the scope of preference heterogeneity to truly unobserved influences.
Science
Because reliance on isolate genomes alone limits the scope of observable genomic heterogeneity, recent efforts have focused on using random shotgun sequencing of microbial communities followed by assembly and documentation of various types of within-population variability.
Science
Given the large scope of this review and heterogeneity of included model structures and outcomes, we do not expect to conduct meta-analyses of model results.
Science
It is suspected that this prevalence difference is due to the heterogeneity on the scope of the questions used to identify participants with dizziness in population-based studies [ 3, 29].
Science
Secondly, we combined test results on long-term and short-term recognition of faces and objects, and found a large heterogeneity in severity and scope of individual deficits.
Science
The long timeline is largely a product of heterogeneity in healthcare procedures between states.
News & Media
There also remains a large degree of heterogeneity within the region.
News & Media
There are three types of heterogeneity which are important in regard to linkage under Article 6.2 of the Paris Agreement.
News & Media
Overall, detection of heterogeneity is very useful.
Science
The detailed analysis of such studies is beyond the scope of this review; in general, because of tumour heterogeneity and low case numbers in some studies, these studies have not been conclusive.
Science
Expert writing Tips
Best practice
When using "scope of heterogeneity", clearly define the context in which the heterogeneity is being examined to ensure clarity and avoid ambiguity.
Common error
Avoid using "scope of heterogeneity" without specifying what is heterogeneous. Always provide the subject or area where variation is observed to avoid vague or meaningless statements.
Source & Trust
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "scope of heterogeneity" functions as a noun phrase that identifies the extent or range of diversity within a specific context. As Ludwig AI confirms, the phrase is usable in written English, commonly found in scientific and academic discussions.
Frequent in
Science
30%
Formal & Business
15%
News & Media
15%
Less common in
Wiki
10%
Encyclopedias
10%
Social Media
0%
Ludwig's WRAP-UP
In summary, "scope of heterogeneity" is a noun phrase used to describe the range or extent of diversity within a specific context. According to Ludwig AI, this phrase is grammatically correct and usable, primarily in formal and scientific writing. While not frequently used, its precise nature makes it valuable in academic and technical discussions. Related phrases include "extent of diversity" and "range of variation". When using this phrase, it's essential to specify the context to maintain clarity. Common errors involve overgeneralizing without specifying the subject of heterogeneity.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
extent of diversity
Replaces "heterogeneity" with "diversity" and "scope" with "extent", focusing on the range of different elements.
range of variation
Uses "variation" instead of "heterogeneity", emphasizing the degree to which things differ.
degree of diversity
Highlights the level or measure of variety present.
magnitude of heterogeneity
Focuses on the size or importance of the variation.
breadth of heterogeneity
Indicates the width or extensive nature of the variation.
scale of diversity
Emphasizes the proportional size of the diversity present.
level of variability
Focuses on the amount of change or difference.
dimensions of heterogeneity
Highlights the different aspects or facets of the variation.
spectrum of variation
Suggests a continuous range of different forms or types.
depth of diversity
Focuses on the intensity and profoundness of variety.
FAQs
How can I use "scope of heterogeneity" in a sentence?
You can use "scope of heterogeneity" to describe the extent to which something varies. For example, "The "scope of heterogeneity" within the patient group was significant, impacting treatment outcomes."
What does "scope of heterogeneity" refer to?
The phrase "scope of heterogeneity" refers to the range, extent, or degree of variation or diversity within a specific population, sample, or system. It indicates how different the individual elements are from each other.
What are some alternative ways to express "scope of heterogeneity"?
Alternatives include "extent of diversity", "range of variation", or "degree of diversity". Consider using phrases like "magnitude of heterogeneity" or "breadth of heterogeneity" depending on the specific nuance you want to convey.
In what contexts is "scope of heterogeneity" typically used?
"Scope of heterogeneity" is commonly used in scientific, academic, and technical contexts where precise descriptions of variation are necessary. For instance, it may appear in discussions of genomic diversity, statistical analysis, or social science research.
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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
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested