“…Moreover, the role of non-R&D can be positive or negative depending on the efficiency of the purchased equipment; for example, if the existing machinery and equipment are outdated, they do not contribute to productivity (Mariev, Nagieva, Pushkarev, Davidson, & Sohag, 2022). LAC countries have historically experienced low participation in R&D investment in the productive sector (Hall & Maffioli, 2008;ECLAC, 2022), even though there is a definite and increasing progress in innovation and R&D in LAC manufacturing industries (Paula & Silva, 2021;Seclen-Luna & Morales, 2022). However, innovation and technology gaps remain problematic (Viglioni et al, 2020), especially since R&D investments in the LAC are also more skewed and concentrated on a small number of firms; specifically, larger firms tend to innovate more frequently.…”