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The phrase "on personal experience" is correct and usable in written English.
You can use it when you are referencing something that you have had personal experience with. For example: "I can confidently say that homeschooling is effective, based on personal experience."
Exact(59)
Does this story draw on personal experience?
His views were based on personal experience.
Always use specific examples, perhaps based on personal experience.
To explain the issue, let me draw for a moment on personal experience.
In her classes Adler taught that drawing on personal experience alone was too limited.
Like Thucydides, Polybius relied on personal experience and the cross-examination of eyewitnesses.
Edited excerpts follow: Q. You've said you drew on personal experience in making "Amour".
Entries must be original, previously unpublished and based on personal experience relating to the theme.
But Mr. Capelli, like others, relied at least in part on personal experience.
Edited excerpts follow: You've said you drew on personal experience in making "Amour".
And, based on personal experience, she felt certain that birds could be smart.
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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