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The phrase "a collective solution to" is correct and usable in written English.
It can be used when discussing a solution that involves the cooperation or collaboration of a group of people or entities to address a particular issue or problem.
Example: "The committee worked tirelessly to find a collective solution to the environmental challenges facing our community."
Alternatives: "a joint solution for" or "a shared resolution to".
Exact(7)
Austria's chancellor, Werner Faymann, said it was crucial for nations to find a collective solution to the migrant crisis.
Germany's resistance to share in the costs of a collective solution to seriously write down the debts that Greece and other Southern European nations will never be able to pay off — insisting instead that the indebted countries and their beleaguered citizens bear nearly all the cost — has prolonged and deepened Europe's stagnation.
For instance, Borden (1999) adopts Gray's (1985) definition which identifies collaboration as a medium for parties who see different aspects of a problem to constructively explore their differences and search for a collective solution to the problem.
The problem is thus likely to grow exponentially absent a collective solution to regulate the uses of space.
People are too afraid to protest and society has been fragmented, hence people are too suspicious to discuss a collective solution to their problem.
Nor is it an attempt to overlook the ambiguity of the total situation and the need for a collective solution to the tragedy of Vietnam.
Similar(53)
Before long, we will collectively begin to appreciate that the future of our societies, and indeed of humanity itself, depends on finding a better, collective solution to this predicament.
"I really wanted to do something that inspires everyone to take steps to become part of the collective solution to our environmental challenges," he says.
The second feature stressed by Arendt has to do with the spatial quality of public life, with the fact that political activities are located in a public space where citizens are able to meet one another, exchange their opinions and debate their differences, and search for some collective solution to their problems.
He asked that all House leaders, ministers and MPs to come to a collective solution "without compromising the security and confidentiality contained".
The primary research objective of the first ePluribus Solver prototype was to evaluate its ability to form a collective solution from multiple perspectives.
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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