The "Matthew Effect" in R&D Public Subsidies: the Italian Evidence

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The impact of government subsidies and enterprises’ R&D investment: A panel data study from renewable energy in China (2016, methodology): “…delayed, we thus introduced , 1i tGS − and , 2i tGS − into the panel model, to capture a lagged effect as they have been used in previous studies (Antonelli & Crespi, 2013; Montmartin & Herrera, 2015; Colombo et al., 2013); (2) The amount of firms’ private R&D investment is usually…”
The drivers of SME innovation in the regions of the EU (2021, background): “In this type of region, the returns of public R & D may be affected by general inefficiency (Rodríguez-Pose, 2001) as well as by the Mat-thew ’ s vicious circle of substituting private for public R & D (Antonelli and Crespi, 2013).”