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The phrase "literature is sparse" is correct and usable in written English.
You can use it when describing a situation where a particular subject or activity does not have much written material available. For example, "Although there have been recent advances in the field of quantum computing, the associated literature is sparse."
Exact(41)
The medical literature is sparse, if not nonexistent.
In this case the literature is sparse and confusing.
However, the literature is sparse regarding the safety of endoscopy in patients with LVADs.
However, the literature is sparse regarding the extent to which this blockade acutely influences DHEAS activity.
However, the literature is sparse on reports that evaluate narrow implants in the posterior area.
However, the literature is sparse regarding the diagnostic distribution and approach for side-locked headaches.
Similar(19)
The available literature was sparse, especially when the pain etiology was neuropathic.
However, data on microwave ablation in the literature are sparse, and high complication rates have been reported [7, 8].
We specifically addressed health status among older men, where data in the literature are sparse.
A relatively robust literature was found for DBP, BBP and DEHP; however, the literature was sparse for less well-known phthalates including DiBP and DPP.
Since literature was sparse, the authors described the related but distinct notion of statistical efficiency, where researchers may use variance components to allocate measures in the most efficient way, based only on criteria related to statistical performance.
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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