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
based on previous experience
Grammar usage guide and real-world examplesUSAGE SUMMARY
"based on previous experience" is correct and usable in written English.
One example sentence would be, "We decided against taking the risk, based on previous experience."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(20)
informed by prior involvement
relying on what was previously learned
using historical precedent
reflecting on past events
based on previous experimentation
based on past experience
based on previous learning
based on recent experience
considering prior knowledge
based on previous working
with the benefit of hindsight
based on previous insights
based on the past experience
based on preliminary experience
given what we already know
based on previous experiments
based on perceptual experiences
using historical understanding
based on previous trial
based on past experiences
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
60 human-written examples
The sample size for each experiment was determined by power calculations based on previous experience with similar experiments.
The number of animals in each group is determined based on previous experience with rat experiments.
Science
We designed a generic one-week EBM course based on previous experience with EBM courses for non-medical health professionals.
Science
Based on previous experience, no".
News & Media
These studios are assigned based on previous experience.
Academia
(Microsoft said it did not exclude candidates based on previous experience).
News & Media
A ripe banana is assigned a particular yellow based on previous experience with bananas.
News & Media
The steel fiber ratio by volume was decided as 1% based on previous experience.
Moreover, fee pressure may be perceived by auditors, based on previous experience, as an implicit suggestion to improve audit efficiency.
Science
We can only speculate until the perpetrators are found but, based on previous experience and context, it seems unlikely that the deed was ideologically motivated.
News & Media
Thus the patient learned the appropriate response based on previous experience, but she never seemed to attribute her behavior to the personal memory of some previously experienced event.
News & Media
Expert writing Tips
Best practice
When using "based on previous experience", ensure the experience being referred to is relevant and adds credibility to your statement. Provide specific examples when possible to strengthen your argument.
Common error
Avoid using "based on previous experience" as a substitute for concrete evidence. While it can provide context, ensure your conclusions are supported by verifiable data or reasoning, not just a general sense of having seen something similar before.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on previous experience" functions as a prepositional phrase that modifies a verb or noun, providing context or justification for an action or decision. It indicates that prior encounters or knowledge influence the current situation. As Ludwig AI reports, this phrase is grammatically correct and commonly used.
Frequent in
Science
50%
News & Media
30%
Academia
20%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "based on previous experience" is a versatile and frequently used prepositional phrase that serves to provide context and justification for decisions or statements. As confirmed by Ludwig AI, it is grammatically sound and commonly employed across various domains, including science, news, and academia. While generally neutral in register, providing specific details enhances its credibility, and over-reliance without supporting evidence should be avoided. Semantically similar alternatives include "informed by prior involvement" and "considering prior knowledge".
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
considering prior knowledge
Highlights the importance of taking existing knowledge into account.
informed by prior involvement
Highlights the influence of past engagement on current understanding.
given what we already know
Emphasizes the certainty of existing knowledge.
drawing from past encounters
Emphasizes the act of extracting knowledge from prior situations.
relying on what was previously learned
Stresses the dependence on acquired knowledge.
using historical understanding
Focuses on applying knowledge derived from past events.
from earlier observations
Highlights the role of prior observations in shaping current views.
reflecting on past events
Implies a more thoughtful consideration of previous occurrences.
according to established precedent
Highlights the adherence to previously set standards or practices.
with the benefit of hindsight
Suggests a clearer understanding gained after an event has occurred.
FAQs
How can I use "based on previous experience" in a sentence?
You can use "based on previous experience" to justify a decision or prediction, such as: "Based on previous experience, we anticipate a high demand for this product."
What is a more formal alternative to "based on previous experience"?
A more formal alternative could be "informed by prior involvement" or "considering prior knowledge" depending on the specific context.
Is it acceptable to use "based on previous experience" in academic writing?
Yes, "based on previous experience" is acceptable in academic writing, especially when explaining methodological choices or interpreting results. However, always substantiate your claims with evidence and avoid over-reliance on personal experience. Similar phrases that are also acceptable for use in academic writing are "drawing from past encounters" or "reflecting on past events".
What's the difference between "based on previous experience" and "based on preliminary experience"?
"Based on previous experience" refers to a broader range of past encounters, while "based on "based on preliminary experience"" suggests that the conclusion is drawn from an initial or limited set of experiences.
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
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested