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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
accountability meaning
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "accountability meaning" is correct and usable in written English. You can use it when discussing the definition or significance of accountability. For example, "The accountability meaning in this context refers to the responsibility one has for their actions." Alternative expressions include "definition of accountability" and "significance of accountability."
✓ Grammatically correct
News & Media
Academia
Science
Formal & Business
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
"Now we're going to have a full-time campaign, and that campaign will be able to move, hopefully, from electoral politics to issue advocacy and accountability," meaning holding union-backed lawmakers accountable.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
"I think what [Abbas] should be doing is a South African-style accountability push, meaning holding Israel accountable for the apartheid they're holding and push for boycotts, for sanctions, for divestment, push for Israel's isolation," said Buttu.
News & Media
Vague notions of accountability, although well meaning and sentimental, offer little guidance to those they are intended to direct and little comfort to those they are intended to protect.
Science
In the most damning formal assessment of the government's performance to date, the Commons public administration select committee says the coalition has "poorly managed" its so-called bonfire of the quangos, and failed to achieve its two main aims – to improve accountability and reduce spending, meaning the reorganisation could now cost more than it will save.
News & Media
The use of these forms of sanction should not be interpreted as meaning that accountability was not taken seriously, as several respondents talked about their responsibility to manage public resources wisely.
Science
Macdonald was able to make his decisions behind closed doors, meaning there was no accountability, Ipp said.
News & Media
Our federal government doesn't regularly monitor or report on it, or set targets to reduce it, meaning there's no accountability.
News & Media
It's amazing how a little sunlight will change the behavior of some of the biggest names in corporate America -- sunlight here meaning greater transparency and accountability.
News & Media
"The sentence against al-Sabbagh's killer would serve justice but past convictions of police have been reversed on appeal, meaning there has been zero accountability for killing protesters," said Sarah Leah Whitson, Middle East and North Africa director at Human Rights Watch, in a statement.
News & Media
Even though the briefings provide junk-food information, they are at least on the record, meaning that it provides a point of comparison and accountability for subsequent coverage.
News & Media
Meaning accrues.
News & Media
Expert writing Tips
Best practice
Place a comma before "meaning" when it is used as a participle to explain a preceding noun, as seen in many journalistic examples provided by Ludwig AI.
Common error
Do not use "accountability meaning" as a subject if you intend to write "The meaning of accountability is..." as it can lead to awkward sentence structures. Instead, use it as a clarifying appositive or choose the more standard "meaning of accountability" for better flow.
Source & Trust
96%
Authority and reliability
4.7/5
Expert rating
Real-world application tested
Linguistic Context
In modern English, "accountability meaning" acts as a noun-participle construction or a reduced relative clause. According to Ludwig AI, it is frequently employed to bridge a general term with a concrete interpretation, often appearing after a comma to refine a preceding statement. Its primary function is semantic specification.
Frequent in
News & Media
45%
Academia
25%
Formal & Business
20%
Less common in
Science
6%
Social Media
3%
Wiki
1%
Ludwig's WRAP-UP
A comprehensive review of Ludwig data indicates that while "accountability meaning" as an exact phrase is relatively rare, the construction is a powerful tool for semantic clarification in high-level writing. It is most effective when used to introduce specific standards of behavior or results within News, Media and Academic contexts. The phrase is widely recognized as grammatically correct and is supported by a high volume of similar usage patterns in top-tier publications. Writers should use it to transition from abstract nouns to concrete actions, ensuring that the definition provided is as rigorous as the concept itself. For most standard definitions, the prepositional alternative "meaning of accountability" remains a safer choice for sentence clarity.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
meaning of accountability
Uses a prepositional structure to focus directly on the semantic definition.
definition of accountability
More formal and standard for academic or technical reference contexts.
what accountability means
A verbal construction that is more natural in speech or explanatory journalism.
concept of accountability
Shifts the focus from the literal word to the broader abstract idea or theory.
accountability definition
A concise, keyword-style inversion often used in glossaries or headings.
essence of accountability
Emphasizes the core or fundamental nature of the term rather than a dictionary definition.
significance of accountability
Focuses more on the importance and value of the term rather than its literal sense.
accountability explained
Suggests a comprehensive breakdown or tutorial-style clarification.
responsibility meaning
Uses a close synonym to explore related linguistic territory.
implications of accountability
Focuses on the practical results or consequences of the concept.
FAQs
How to use "accountability meaning" in a sentence?
You can use it to clarify a statement, for example: "The board called for a new policy on transparency and accountability, meaning that all expenses must be audited." Alternatively, you could say "meaning of accountability".
What can I say instead of "accountability meaning"?
Depending on your context, you can use phrases like "definition of accountability", "what accountability means" or "concept of accountability".
Which is correct, "accountability meaning" or "meaning of accountability"?
Both are correct. "Accountability meaning" is often used parenthetically to explain a point, while "meaning of accountability" is the standard way to refer to the definition as a subject.
What's the difference between "accountability meaning" and "responsibility meaning"?
While similar, "accountability" usually refers to being answerable for specific outcomes, whereas "responsibility meaning" often refers to the duty to deal with something.
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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
96%
Authority and reliability
4.7/5
Expert rating
Real-world application tested