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"correlation of population age with innovation... and what this means" is also Point 6 of this post: https://mfioretti.substack.com/p/innovation-scams-education-myths

It's written discussing college choice (or lack thereof), but the basic issue is the same, and you may find interesting the data in the paper linked there

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