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We study the impact of university-industry research collaborations on academic\noutput, in terms of productivity and direction of research. We report findings from\na longitudinal dataset on all the researchers from the engineering departments in\nthe UK in the last 20 years. We control for the endogeneity caused by the dynamic\nnature of research and the existence of reverse causality. Our results indicate that\nresearchers with industrial links publish significantly more. Productivity, though,\nis higher for low levels of industry involvement. Moreover, growing ties with the\nindustry skew research towards a more applied approach.
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Stored only when both papers are in the corpus — 12 citations exist upstream.
Papers that cite the same references — the relational fallback while embeddings are still backfilling.
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