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Abstract Advances in robotics and artificial intelligence (AI) technology have spurred a re-examination of technology’s impacts on jobs and the economy. This article reviews several key contributions to the current jobs/AI debate, discusses their limitations and offers a modified approach, analysing two quantitative models in tandem. One uses robot stock data from the International Federation of Robotics as the primary indicator of robot use, whereas the other uses online job postings requiring robot-related skills. Together, the models suggest that since the Great Recession ended, robots have contributed positively to manufacturing employment in the USA at the metropolitan level.
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Stored only when both papers are in the corpus — 58 citations exist upstream.
Papers that cite the same references — the relational fallback while embeddings are still backfilling.
Imported from OpenAlex (CC0) — nothing here is generated.