• The average innovation efficiency of pharmaceutical enterprises is 0.72, indicating room for improvement.
• Large enterprises exhibit higher innovation efficiency compared to small and medium-sized enterprises.
• R&D intensity and market competition significantly impact innovation efficiency.
• Policy support and industry-university-research collaboration enhance innovation output.
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