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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
admittedly based on
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "admittedly based on" is correct and usable in written English.
It can be used when acknowledging that something is derived from or influenced by a particular source or idea, often with a sense of honesty or transparency. Example: "The conclusions drawn in this report are admittedly based on preliminary data, which may not fully represent the final outcomes."
✓ 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
6 human-written examples
Muppets Most Wanted, which was admittedly based on a show known for A-list guest appearances, was a recent example of too much of a good thing (Lady Gaga, Salma Hayek, Tom Hiddleston, Usher, James McAvoy, your mum, etc etc).
News & Media
This is an empirical conclusion and admittedly based on a small sample, my followers, but for the time being I am not aware of any relevant research.
News & Media
Though admittedly based on little data, this estimated timing of divergence within B. busuangensis supports previous assertions that the Pleistocene was an important period for the generation of diversity, including phylogeographic structure, in the Philippines and associated islands [2], [67].
Science
This hypothesis is admittedly based on work with cultured cells, but would explain why a high expression of CB1 receptors is associated with a poor disease-specific survival in both prostate cancer [18] and pancreatic cancer [30].
Science
Our observations, admittedly based on a relatively small sample of phylogenetic trees estimated for Pfam domains of different lengths, support the findings reported in the literature that 'size matters'.
Science
The risk reduction was seen both in men and women across categories of BMI and was related both to development of LADA and classical type 1 diabetes (although the analyses regarding type 1 diabetes were admittedly based on very small numbers).
Science
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
Their bracing program includes sonatas for horn and piano by Beethoven and Strauss (although the Strauss piece, admittedly, is based on his own cello sonata), as well as Chopin's Ballade in A flat major and an Adagio and Allegro by Schumann.
News & Media
It is, admittedly, a fairytale based on reality.
News & Media
Admittedly, it is based on a gimmick, with no scenery in Wolfgang Gussmann's designs, just a plain semicircular white wall across the expanse of the Grosses Festspielhaus stage, and props limited to a few settees and a large clock.
News & Media
Admittedly, bioconjugation approaches based on the chemical manipulation of the heavy chain glycans predate our strategy.
Science
Current understanding of protein folding and quality control is admittedly unsatisfactory and based on a limited number of examples.
Science
Expert writing Tips
Best practice
When using "admittedly based on", ensure you briefly explain why you are making this admission. Provide context about the limitations or potential biases of the source material you are relying on.
Common error
Avoid using "admittedly based on" as a disclaimer to excuse significant flaws or inaccuracies. While transparency is good, the admission should not overshadow the substance of your argument or analysis. Address the limitations directly and mitigate their impact.
Source & Trust
85%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "admittedly based on" functions as a qualifier, acknowledging that a statement or conclusion is derived from a particular source or set of assumptions. Ludwig AI confirms its correct usage, emphasizing its role in transparency.
Frequent in
Science
40%
News & Media
40%
Formal & Business
20%
Less common in
Wiki
0%
Encyclopedias
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, the phrase "admittedly based on" is a grammatically sound and useful expression for acknowledging the foundation of a statement while recognizing its inherent limitations. As Ludwig AI confirms, it is most commonly found in scientific and news contexts. To use it effectively, make sure to provide brief context about the limitations or biases and avoid overstating the significance of the admission. Alternatives like "avowedly grounded in" or "concededly predicated upon" can be employed for different nuances.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
avowedly grounded in
Replaces "admittedly" with "avowedly", emphasizing open acknowledgment but is slightly more formal.
concededly predicated upon
Substitutes "admittedly" with "concededly" and "based on" with "predicated upon", increasing formality and emphasizing foundation.
knowingly reliant on
Replaces "admittedly" with "knowingly" and "based on" with "reliant on", focusing on conscious dependence.
acknowledgedly stemming from
Uses "acknowledgedly" instead of "admittedly" and "stemming from" instead of "based on", highlighting origin.
openly drawing from
Replaces "admittedly based on" with "openly drawing from", simplifying the expression to emphasize the act of deriving from a source.
confessedly derived from
Uses "confessedly" and "derived from" for a more formal and explicit tone.
avowedly dependent upon
Similar to "avowedly grounded in" but emphasizing dependence rather than foundation.
recognizably sourced from
Focuses on the identifiable origin of something, rather than explicitly admitting a basis.
ostensibly originating from
Suggests an apparent but potentially not fully accurate source or origin.
purportedly rooted in
Indicates a claim of being based on something, but with a hint of skepticism.
FAQs
How can I use "admittedly based on" in a sentence?
Use "admittedly based on" to acknowledge the foundation of your statement while recognizing its potential limitations. For example, "My conclusion is "admittedly based on" a small sample size, so further research is needed."
What are some alternatives to "admittedly based on"?
You can use alternatives like "avowedly grounded in", "concededly predicated upon", or "openly drawing from" depending on the level of formality and specific nuance you want to convey.
Is it better to say "admittedly based on" or "clearly based on"?
The choice depends on the context. "Admittedly based on" implies a recognition of potential limitations or subjectivity, while "clearly based on" suggests an obvious and easily verifiable foundation.
What does "admittedly based on" imply about the reliability of the information?
Using ""admittedly based on"" suggests that the information's reliability might be somewhat qualified or dependent on the source material. It signals transparency about potential biases or limitations.
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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
85%
Authority and reliability
4.3/5
Expert rating
Real-world application tested