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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
broader categories
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "broader categories" is correct and usable in written English.
You can use it when discussing classifications or groupings that encompass a wider range of items or concepts. Example: "In our research, we found that the data could be organized into broader categories to better understand the trends."
✓ Grammatically correct
Science
News & Media
Formal & Business
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
60 human-written examples
It codes dialog between patients and clinicians according to various communicative tasks that fall into broader categories.
Science
Each of these broader categories might have 10, 30, 50 elements.
News & Media
There is no reasonable justification for extending criminal penalties to broader categories of classified information.
News & Media
The attributes were each scored and grouped into nine broader categories: adventure, citizenship, cultural influence, entrepreneurship, heritage, movers, open for business, power and quality of life.
News & Media
For example, the broader categories of "Relocation" and "Livelihoods" contain many subcategories and codes (Table 1).
And they especially like to see multi-disciplinary ideas that move across these broader categories.
News & Media
In addition to broader categories, the service is also smarter about understanding word pairings.
News & Media
The number of wrong hits for the SLAMM was also lower than those for the neutral models after combining some land or water types into broader categories.
Science
This process involves reading the data carefully, identifying key issues in them, and then organizing those issues into a set of broader categories.
In our thematic analysis, we identified constructs and dimensions that underlie parental perceptions and found those themes that coalesced into broader categories for use in item development.
Two researchers further thematized the claims into broader categories, first independently and then together, by comparing and discussing the claims until they reached consensus.
Expert writing Tips
Best practice
When grouping data, clearly define the criteria used to establish your "broader categories" to ensure consistency and avoid ambiguity.
Common error
Avoid creating "broader categories" that are so general they lose their analytical value. Ensure each category provides meaningful insight, not just a catch-all for diverse elements.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "broader categories" functions primarily as a noun phrase. It typically acts as the object of a preposition or verb, referring to classifications that encompass a wider range of items or concepts. This usage aligns with Ludwig's assessment of the phrase's correctness and usability.
Frequent in
Science
57%
News & Media
34%
Formal & Business
9%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "broader categories" is a commonly used and grammatically correct noun phrase that serves to group items or concepts into more general classifications. As noted by Ludwig, it’s widely applicable across various fields, including science, news, and business. When using "broader categories", it is crucial to define clear criteria for inclusion and avoid overgeneralization to maintain analytical value. Alternatives such as "wider classifications" or "overarching themes" can be used depending on the context. The frequency analysis confirms its prevalence, solidifying its status as a valuable term for organizing and simplifying information.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
wider classifications
Focuses on the act of classifying in a more encompassing way.
larger groupings
Emphasizes the size and arrangement of the groups.
general classifications
Highlights the broad and non-specific nature of the classifications.
inclusive groupings
Stresses the comprehensive nature of the groups.
extensive classifications
Highlights the wide-ranging scope of the classifications.
comprehensive groups
Focuses on the completeness and thoroughness of the groups.
overarching categories
Emphasizes the higher-level nature of the categories.
umbrella terms
Indicates terms that cover a range of more specific items.
wider sets
Highlights the expanded scope of the sets.
expanded groups
Focuses on the increased size or scope of the groups.
FAQs
How can I use "broader categories" in a sentence?
You can use "broader categories" to group similar items or concepts together. For example: "The survey data was analyzed by grouping responses into "larger groupings" to identify key trends."
What are some alternatives to using "broader categories"?
Depending on the context, you could use phrases like "wider classifications", "general classifications", or "overarching themes".
What is the difference between "broader categories" and "narrower categories"?
"Broader categories" encompass a wide range of items, while "narrower categories" are more specific and focused. Using both allows for a detailed yet organized analysis.
How do I decide which items belong in which "broader categories"?
Establish clear criteria based on shared characteristics or common themes. Ensure each item fits logically within its assigned category, and that the categories themselves are mutually exclusive.
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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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested