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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
comprehensive justification
Grammar usage guide and real-world examplesUSAGE SUMMARY
"comprehensive justification" is a correct and usable phrase in written English.
It refers to a thorough and detailed explanation or reasoning for a particular action or decision. This phrase can be used in a variety of contexts, such as an academic essay, a formal report, or a professional email. Example: The company's new marketing strategy was met with skepticism from stakeholders, but the CEO provided a comprehensive justification for the changes, citing market research and data analysis to support the decision.
✓ Grammatically correct
Science
News & Media
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
4 human-written examples
Other proposals assume that long links must be pipelined, but do not provide a comprehensive justification.
The second author checked a random sample of the completed interview transcripts and evaluated the comprehensive justification (to provide inter-rater reliability) of the preliminary sleep diagnoses.
Science
This would be done by looking for framework(s) that include a range of each element the user is interested in with at least some justification for inclusion or comprehensive justification, plus descriptions or with relationships or operationalization.
Seventeen of the 22 intervention implementation frameworks (77%) included either a range of factors with some justification for inclusion or comprehensive justification ; 16 of the 22 intervention implementation frameworks (73%) included factor descriptions and/or with relationships or operationalization.
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
In the past few years Žižek has grown bored with the "shitty politics" that made him famous, and Less Than Nothing – which he describes as "my true life's work" – is meant to provide a comprehensive philosophical justification for the attitudes he likes to strike.
News & Media
Nevertheless, a comprehensive technical justification of the reason behind the slope change was not offered in the literature (Wang and Gu 2011; Wang et al. 2010).
There had been activist prophets before Muhammad and there were activist prophets after him, but in no other religious tradition does the image of the activist prophet, and by extension the activist follower, have such a comprehensive and coherent justification in the formative period.
Encyclopedias
Combined with new bioinformatics schemes that include biological justification, comprehensive metabolic phenotyping has the potential to provide globally useful solicitous societal solutions with better individual well-being together with more efficiently spent health budgets.
Science
The assessment includes a comprehensive diagnosis list, justification of all medications documented, functional profile, cognitive assessment confirming the presence or absence of cognitive and mood disorders, recommendations for prevention and management, and advanced care planning.
This contribution starts with a justification of comprehensive climate analysis as the first step to evaluate whether a specific passive or low energy solution would be efficient, or on the contrary, it would incur in higher energy consumption.
For example, the mini projects required a comprehensive literature review and justification for the research topic that the students proposed to study in their projects.
Expert writing Tips
Best practice
When using "comprehensive justification", ensure your explanation covers all relevant aspects and anticipates potential counterarguments to strengthen your position.
Common error
Avoid presenting a one-sided "comprehensive justification". Address potential weaknesses or opposing viewpoints to enhance credibility.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "comprehensive justification" functions primarily as a noun phrase, often serving as the object of a verb or following a preposition. As Ludwig AI confirms, it describes a thorough and detailed explanation.
Frequent in
Science
50%
News & Media
25%
Encyclopedias
25%
Less common in
Formal & Business
0%
Academia
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "comprehensive justification" is a noun phrase used to denote a thorough and detailed explanation or rationale. Ludwig AI confirms its grammatical correctness and usability across various written contexts. Although relatively rare in occurrence, the phrase is most frequently found in scientific and news-related sources. To ensure effective communication, writers should provide complete coverage of relevant aspects while acknowledging potential counterarguments, enhancing the credibility of their justification.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
thorough rationale
Emphasizes the depth and completeness of the reasoning behind a decision or action.
complete explanation
Highlights the exhaustive nature of the explanation provided.
detailed reasoning
Focuses on the intricate and elaborate nature of the justification.
extensive defense
Implies a broad and far-reaching argument in support of a position.
full account
Stresses the comprehensive and all-inclusive nature of the explanation.
exhaustive rationale
Emphasizes that all aspects have been considered.
in-depth justification
Highlights the thoroughness and analytical depth.
elaborate explanation
Implies a highly detailed and complex explanation.
well-supported argument
Focuses on evidence to prove the point.
compelling justification
Focuses on persuasiveness and the ability to convince or sway opinions.
FAQs
How can I use "comprehensive justification" in a sentence?
Use "comprehensive justification" to refer to a detailed and thorough explanation for a decision or action. For example, "The project proposal included a "comprehensive justification" for the budget allocation."
What's the difference between "comprehensive justification" and "brief explanation"?
"Comprehensive justification" implies a thorough and detailed explanation covering all aspects, while "brief explanation" suggests a shorter, less detailed account. A "comprehensive justification" aims for completeness, whereas a brief explanation prioritizes conciseness.
What are some alternatives to "comprehensive justification"?
Depending on the context, you could use phrases like "thorough rationale", "complete explanation", or "detailed reasoning" as alternatives to "comprehensive justification".
When is it appropriate to provide a "comprehensive justification"?
A "comprehensive justification" is appropriate when a decision or action requires a thorough and detailed explanation, especially when dealing with complex issues or potentially controversial choices. It is useful when stakeholders require /s/full+transparency and /s/accountability.
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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
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested