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"main effect on" is correct and usable in written English.
You can use it to refer to a significant influence that a factor has on a result, with an example sentence being "The temperature had a main effect on the rate of the chemical reaction".
Exact(60)
ATD resulted in a significant main effect on Pam latencies and a near-significant main effect on Pam amplitudes.
Although it approached statistical significance, there was no significant main effect on θ power (Figure 2f, Table 1a).
The results were consistent with the TPB, however race/ethnicity only showed to be a main effect on exercise usage.
Gender did not have a main effect on use when other covariates were controlled.
Only the peptone concentration showed a significant linear main effect on enzyme production.
However, genetic background exerted a main effect on the length of the long primary dendrites.
In this case, synchrony only had a positive main effect on word recognition.
It says that the main effect on its forecast is to increase the range of possible outcomes.
The main effect on me was the realisation that my values and principles weren't as set in stone as I'd initially believed.
To find time-invariant prognostic predictors of DR, we calculated the DR main effect on neural activation across scan sessions13,30,31.
But most people in the District of Columbia would survive, while the main effect on Washington's suburbs would be power failures and broken windows.
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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