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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
was anticipated based on
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "was anticipated based on" is correct and usable in written English.
It can be used when discussing expectations or predictions that are derived from certain information or evidence. Example: "The outcome of the experiment was anticipated based on the previous research findings."
✓ Grammatically correct
Science
News & Media
Alternative expressions(4)
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
13 human-written examples
Another way to judge spending is to look at what was anticipated based on the laws and policies at the time Mr. Obama took office versus what actually happened.
News & Media
The amount of radioSr in the sample was smaller than what was anticipated based on past experience (e.g., Aoyama et al. 1991).
This result was anticipated based on both observational and experimental work that showed a specialist defoliator, Steniscadia poliophaea (Lepidoptera: Noctuidae), targeting newly germinating seedlings near (<30 m) parent mahogany trees, and that seedling escape and survival is highest between 50 100 m from parent trees [37], [61].
Science
This was not what was anticipated based on the text of the previous version.
Science
A response rate of at least 65% was anticipated based on previous experiences.
Immediate surgery was performed because bilateral nonsimultaneous PTT was anticipated based on the clinical findings.
Human-verified similar examples from authoritative sources
Similar Expressions
47 human-written examples
The approaches for further improving the optoelectrical properties of the luminescence matrix are anticipated based on the model we adopted.
Science
In many cases, knockout mice have been able to confirm what has already been anticipated based on pharmacological studies.
This kind of pre-definition is possible if the content of categories can be anticipated based on theoretical or normative considerations.
Difficulties should be anticipated based on thorough familiarity with the implant design and on evaluations of implant fixation and bone stock.
Strong interaction of λ-carrageenan with cream components, probably with caseins, may be anticipated based on a great increase in viscosity.
Science
Expert writing Tips
Best practice
When using "was anticipated based on", ensure the basis for the anticipation is clearly stated to provide context and credibility.
Common error
Avoid using "was anticipated based on" when the outcome was merely a possibility, not a reasonably expected result. Use weaker phrasing if the basis for anticipation was speculative.
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "was anticipated based on" functions as a declarative expression indicating that a particular outcome or event was expected or predicted given certain prior knowledge, data, or circumstances. This aligns with Ludwig's assessment that the phrase is correct and usable.
Frequent in
Science
90%
News & Media
10%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "was anticipated based on" serves to connect expectations with their underlying rationale. As confirmed by Ludwig, it's grammatically sound and appropriate for use in formal writing, especially within scientific and academic spheres. Ludwig's examples underscore its prevalence in explaining expected outcomes, highlighting the importance of clearly stating the basis for such anticipations. While common, overuse or application in speculative scenarios should be avoided for maintaining clarity. The alternative phrases provided offer nuances for expressing similar concepts with different emphases. Overall, "was anticipated based on" is a valuable tool for logical and precise communication.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
was expected given
Replaces "anticipated" with "expected" and "based on" with "given", indicating a natural consequence.
was predicted from
Substitutes "anticipated" with "predicted" and "based on" with "from", focusing on forecasting.
was foreseen due to
Uses "foreseen" instead of "anticipated" and "due to" instead of "based on", suggesting prior knowledge.
was estimated considering
Replaces "anticipated" with "estimated" and "based on" with "considering", implying calculation.
was inferred from
Substitutes "anticipated" with "inferred" and "based on" with "from", highlighting a logical conclusion.
was deduced from
Uses "deduced" instead of "anticipated", emphasizing reasoning from known facts.
was reckoned on the grounds of
Employs "reckoned" and "on the grounds of" to convey anticipation founded on specific reasons.
was calculated using
Replaces "anticipated" with "calculated" and "based on" with "using", suggesting precise measurement.
was projected relying on
Substitutes "anticipated" with "projected" and "based on" with "relying on", indicating a forecast based on certain data.
was presupposed according to
Uses "presupposed" instead of "anticipated" and "according to" instead of "based on", highlighting an assumption based on something
FAQs
How can I use "was anticipated based on" in a sentence?
Use "was anticipated based on" to indicate that an outcome or result was expected due to certain pre-existing factors or evidence. For example, "The increase in sales was anticipated based on the successful marketing campaign".
What is a formal alternative to "was anticipated based on"?
A more formal alternative could be "was predicted as a consequence of". This emphasizes the logical connection between the basis and the anticipation.
Which is more appropriate: "was anticipated based on" or "was expected due to"?
Both phrases are correct, but "was anticipated based on" implies a more proactive prediction, while "was expected due to" suggests a more reactive expectation arising directly from the cause.
What's the difference between "was anticipated based on" and "was predicted from"?
"Was anticipated based on" suggests a general expectation derived from certain factors, whereas "was predicted from" implies a more specific and potentially quantifiable forecast based on data or models.
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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
4.5/5
Expert rating
Real-world application tested