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
from individual experience
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "from individual experience" is correct and usable in written English.
It can be used when discussing insights, knowledge, or conclusions drawn from personal encounters or observations. Example: "The findings of this study are based on insights gained from individual experience in the field."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(20)
if I am right
from my own point
we received information that
it is learnt that
speak from experience
by my terms
from an individual perspective
draws on my experience
from my experience
on an atavistic level
we have been persuaded that
I am supposing
for your considerations
I consider
it is asserted that
from my story
from what I saw
it is insinuated that
it is presupposed that
please be watchful
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
Fig. 8 From individual experience to 'knowledge-embedded environment' (model).
Common hypotheses suggests to explain why tigers attack people and livestock include: depletion of prey or inability to hunt prey effectively, hunger, old age, illness or injury, learned behavior from individual experience or from parents, older former residents that are no longer able defend a home range, and lack of aversion due to limited or ineffective retaliation.
This shows that the innovative behavior of handling sunflower seeds resulted from individual experience and was circumscribed mostly to males.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
In class I'm often asked, "What do you think?" As a class, we discuss what we have learned on the subject in past years and from individual experiences outside of school.
News & Media
This preferential reactivation mechanism may position the hippocampus toward extraction of generalized features from individual experiences of these events for long-term consolidation and storage.
Science
Nguyen concludes that discursive practices, such as narratives of "coming out," cannot be isolated from individual experiences of sexual selves.
Science
A summary of issues is presented in Table 3.> There was concordance between the patient and the carer group as to research priorities in PC, with most recommendations drawn from individual experiences.
Science
These decisions are often taken ad hoc drawn from individual experiences rather than from analyses of factors, such as demand in the practice region, and possible developments in that demand, the current staff performance, or a review of alternative solutions to the skill mix.
Science
While we understand that these measures may not have captured all the ways in which institutional differences can affect student outcomes, we have found from individual experiences that the GEP offers a pedagogical approach that has been successful in many settings.
Science
However, 93% of the samples were collected from individuals experiencing a forearm fracture, which has not been associated with increased risk of mortality [10].
Science
To explore the possibility of treating inherited blindness with stem cells, Edwin Stone and co-workers at the University of Iowa routinely screen DNA from individuals experiencing vision loss to identify the genetic mutations leading to their blindness; the Iowa team also generate induced pluripotent stem cells (iPSCs) from these individuals to create patient-specific models of disease.
Science
Expert writing Tips
Best practice
When using "from individual experience", ensure the context clearly establishes whose experience is being referenced to avoid ambiguity.
Common error
Avoid presenting conclusions as universal truths when they are solely based on a single or limited number of individual experiences. Acknowledge the subjective nature and potential limitations of such insights.
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "from individual experience" functions as a prepositional phrase modifying a verb or noun, indicating the origin or basis of an idea, belief, or behavior. As Ludwig AI suggests, it describes insights derived from personal encounters.
Frequent in
Science
50%
News & Media
33%
Formal & Business
17%
Less common in
Wiki
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "from individual experience" is a grammatically sound prepositional phrase indicating that something originates from a person's subjective encounters. Ludwig AI confirms its correctness and usability across varied contexts. While somewhat infrequent, this phrase is most commonly found in scientific, news, and formal business writing. When using it, ensure clarity about whose experience is being referenced and avoid overgeneralization. Similar phrases like "based on personal experience" offer alternatives that may better suit specific contexts.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
based on personal experience
Replaces 'individual' with 'personal', emphasizing the subjective nature of the experience.
derived from firsthand experience
Substitutes 'individual' with 'firsthand' and 'from' with 'derived', highlighting direct involvement.
informed by personal encounters
Uses 'personal encounters' instead of 'individual experience', focusing on specific interactions.
gleaned from direct involvement
Replaces the original phrase with emphasis on gathering insights from direct engagement.
originating from subjective understanding
Highlights that insights come from one's internal and unique comprehension.
stemming from lived realities
Shifts focus to the realities one has lived through, influencing their perspectives.
born out of practical knowledge
Emphasizes practical, hands-on experience as the source of insight.
resulting from singular exposure
Highlights that the origin of the information comes from having a unique exposure.
arising from particular events
Uses specific events as the foundation of the insights.
gained through self-discovery
Focuses on experience that has been intentionally pursued.
FAQs
How can I rephrase "from individual experience" in a sentence?
You can replace "from individual experience" with alternatives like "based on personal experience", "derived from firsthand experience", or "informed by personal encounters" to convey similar meanings.
Is it appropriate to use "from individual experience" in formal writing?
Yes, "from individual experience" is appropriate for formal writing, especially when discussing case studies, personal reflections, or qualitative research. However, ensure that the context supports the use of personal insights and that they are presented objectively.
What's the difference between "from individual experience" and "from personal experience"?
The phrases "from individual experience" and "from personal experience" are largely interchangeable. However, "personal experience" might emphasize the subjective nature of the insight slightly more than "individual experience".
When should I avoid using "from individual experience"?
Avoid using "from individual experience" when presenting statistical data, scientific findings, or other information that requires objective evidence. In such cases, rely on verifiable sources and avoid overemphasizing personal perspectives.
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
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested