Used and loved by millions
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
basis for recommendation
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "basis for recommendation" is correct and usable in written English.
You can use it when you are referring to the primary reason for making a specific recommendation. For example: "The committee decided that the strong economic data served as the basis for its recommendation to increase the company's budget."
✓ Grammatically correct
Science
News & Media
Academia
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
3 human-written examples
Shah believes that the advantages of using comparison as the basis for recommendation systems are obvious but that the computational complexity of the approach has prevented its wide adoption.
This is also a basis for recommendation of GDT in major surgery.
Science
Burn and his co-authors noted that further studies would be needed to figure out optimum dose and duration of treatment, but wrote that their results "provide a basis for recommendation of aspirin chemoprevention in Lynch syndrome". In an accompanying comment, Dr. Andrew T. Chan of the Harvard Medical School and Dr. Scott M. Lippmann at the University of Texas MD Anderson Cancer Center, agreed.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
To characterize the scientific basis for recommendations, we first summarized randomized controlled trials of ChEI discontinuation.
This research should form the basis for recommendations about the appropriate schooling system and all its various forms of testing.
News & Media
The aim was to document practice and convergence between research groups, highlighting areas for discussion and providing a basis for recommendations for harmonisation and standardisation.
Science
The goal is to provide a basis for recommendations for future research so that these important fish species can be managed and produced sustainably.
Science
The idea of using what other people are listening to as the basis for recommendations isn't new at all, of course: charts have been at the heart of the recorded music industry for decades.
News & Media
UNITED NATIONS, Sept. 13 - The General Assembly unanimously approved a scaled-down statement of goals on Tuesday that Secretary General Kofi Annan said would still give world leaders gathering Wednesday a basis for recommendations to reform the organization and combat poverty.
News & Media
Ultimately, these carefully analyzed data will form the basis for recommendations about how higher education in the liberal arts and sciences should be rethought and, as necessary, reinvented for the 21st century.
Academia
Understanding students' perceptions of clinical teachers' behaviours can provide the basis for recommendations that will help improve the quality of clinical education in clinical settings by developing better clinical teachers.
Science
Expert writing Tips
Best practice
When using "basis for recommendation", clearly articulate the specific data, research, or observations that support your claim to enhance credibility.
Common error
Avoid vague statements about the "basis for recommendation". Instead, provide concrete details and specific examples to make your recommendation more persuasive and actionable.
Source & Trust
87%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "basis for recommendation" functions as a noun phrase, identifying the foundation, justification, or rationale supporting a particular suggestion or course of action. Ludwig examples illustrate its role in academic, scientific and media contexts.
Frequent in
Science
40%
News & Media
30%
Academia
30%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "basis for recommendation" is a noun phrase used to denote the fundamental reason or justification for a suggestion. As Ludwig highlights, this phrase is grammatically correct and serves to provide a rationale, particularly within scientific, academic, and news contexts. While alternatives such as "rationale for recommendation" or "justification for recommendation" exist, using "basis for recommendation" directly emphasizes the foundational elements supporting the advice. Remember to provide specific details when using the phrase to enhance the credibility and impact of your recommendations.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
rationale for recommendation
Focuses specifically on the reasoning or justification behind the recommendation.
justification for recommendation
Highlights the act of proving something to be right or reasonable.
reason for recommendation
Simplifies the phrase to the core element of providing an explanation.
grounds for recommendation
Emphasizes the foundation or the set of facts that support the recommendation.
underlying reasons for recommendation
Adds emphasis to the fundamental or less obvious reasons supporting the recommendation.
motivation for recommendation
Highlights the driving force or incentive behind the recommendation.
evidence supporting the recommendation
Shifts focus to the concrete proof or data that validates the suggestion.
data behind the recommendation
Highlights the specific information or statistics that inform the suggestion.
principles guiding the recommendation
Focuses on the fundamental rules or beliefs that influenced the suggestion.
thinking behind the recommendation
Highlights the thought process and reasoning that led to the suggestion.
FAQs
How can I use "basis for recommendation" in a sentence?
You can use "basis for recommendation" to explain the reasoning behind a suggestion, as in: "The study's findings provided the "basis for recommendation" to increase funding for research".
What are some alternatives to "basis for recommendation"?
Alternatives include "rationale for recommendation", "justification for recommendation", or "reason for recommendation", depending on the specific context.
What is the difference between "basis for recommendation" and "recommendation"?
"Recommendation" is the suggestion itself, while "basis for recommendation" refers to the underlying reasons or evidence that support the suggestion.
How important is the "basis for recommendation"?
The "basis for recommendation" is critical as it provides the credibility and rationale for why a particular action or decision is being suggested. Without a strong basis, the recommendation may lack impact.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
87%
Authority and reliability
4.1/5
Expert rating
Real-world application tested