Hard to say. These are all internationalized firms with a variety of global operations centers. I know GSK does a lot of their research in North Carolina. But that is beside the key argument, which is that the US pays more (in aggregated cost and volume) to these firms, such that the total revenue for a product line during the patent lifetime justifies the cost to both bring the drug to market and pay for a variety of failures that didn't make it to market. I'm not sure if this is true, but it does seem plausible. And even if it is true, it still might be better to, say, fund more university based research instead, or have lower per-unit costs and pay innovation bounties or any number of other schemes.
GlaxoSmithKline British
Eli Lilly US
Sanofi French
AbbVie US
Roche Swiss
Pfizer US
Novartis Swiss
Merck & Co US
AstraZeneca British/Swedish
Johnson & Johnson US
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