Internal capabilities, network resources and appropriation mechanisms as determinants of R&D outsourcing

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Did the global financial crisis impact firms' innovation performance? The role of internal and external knowledge capabilities in high and low tech industries (2018, unknown): “R&D intensity has been defined as the ratio of expenditure by a firm on R&D to the firm’s total sales (Spithoven and Teirlinck, 2015).”
Capturing value from alliance portfolio diversity: The mediating role of R&D human capital in high and low tech industries (2017, background): “…people and trained employees possess higher ability to integrate and apply new knowledge, and that a firm's absorptive capacity level depends on the level of education, experience and training of its employees (Spithoven and Teirlinck, 2015; Spithoven and Teirlinck, 2010; Caloghirou et al., 2004).”