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"information scarce" is a correct and usable phrase in written English
You can use it to refer to a lack of available information, e.g. "The records from that time period are unfortunately information scarce."
Exact(5)
Even with information scarce, Fox should have deployed its cable TV assets with instructions to its reporters and anchors to be sensitive and avoid undue speculation.
Besides, because news organizations in these countries are weak and objective information scarce, citizens probably don't even know how well or how badly their leaders are performing.
This also does not consider the lack of reliable information (scarce and disorderly) that frequently exists in the industry.
However these policymakers often operate in an information scarce environment: existing measurement instruments such as transport surveys (which may involve stopping people as they cross the border or drive through a specific road) are time consuming and expensive as well as being a source of frustration for the local population.
And, a mindset of 140 characters or less makes complete information scarce.
Similar(54)
"Retailing has gone from an information-scarce to an information- rich environment," says Erik Brynjolfsson, a professor at MIT's Sloan School of Management.
First, it has become a tool for citizens to gather and disseminate information in information-scarce environments such as authoritarian regimes.
Information was scarce.
Reliable information is scarce.
Within the country, too, information was scarce.
Information was scarce today, with virtually no functioning communications operation.
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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