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The phrase "a qualitative understanding" is correct and usable in written English.
It can be used when discussing a type of understanding that is based on qualities or characteristics rather than quantities or numerical data.
Example: "In order to fully grasp the complexities of the issue, we need to develop a qualitative understanding of the various factors involved."
Alternatives: "a nuanced comprehension" or "an in-depth insight".
Exact(54)
The preceding discussion has outlined the general approach to covalent bonding and has shown how it is still widely employed for a qualitative understanding of molecules.
Although the previous description of electron behaviour in molecules provides the basis for a qualitative understanding of molecular electronic spectra, it is not always quantitatively accurate.
"There is already a qualitative understanding of the reasons for the NIF failure.
This allows a qualitative understanding of the effects due to magnetic forces acting on the particles.
The investigation is mainly focused on developing a qualitative understanding of pocket designs.
In [28] a simplified model is considered to gain a qualitative understanding of how this distribution arises.
Similar(5)
However, recently developed mean-field models are already able to account for inelastic effects due to bond breakage and allow a fundamental qualitative understanding of a broad range of generic features of cytoskeleton mechanics [ 123, 124].
A good qualitative understanding of the nucleus is achieved by treating it as analogous to a uniformly charged liquid drop.
The meta-synthesis provides a collective qualitative understanding of the transition experience from nursing and allied health clinician to academic.
The electric field distributions at resonant wavelengths are presented to provide a satisfactory qualitative understanding of such absorption/emission behavior.
We describe how "deconstructing" the model through the use of quantitative animations contributes to a better qualitative understanding of model behavior.
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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