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Obtaining indicators on innovation activities of firms has been a challenge in economic research for a long time. The … throughputs in the innovation process. Output measurement of innovation has strongly been relying on survey data such as the … Community Innovation Survey (CIS), but suffers from several short-comings typical to sample surveys, including incomplete …
Persistent link: https://www.econbiz.de/10013165478
products and services. Using the example of innovation in firms, we outline a framework for extracting information from firm …
Persistent link: https://www.econbiz.de/10011893504
Innovation is widely considered as the main determinant of long-term economic growth. Despite this consensus, it is … critical examination of innovation indicators and measures of the economic impact of innovation. All available innovation … indicators fall short of measuring innovation and its economic effect. However, the future could be more promising as enterprises …
Persistent link: https://www.econbiz.de/10011920343
emphasizes a positive correlation between firm-level innovation and productivity gains. It is unsurprising, then, that policy … makers and researchers widely acknowledge that innovation is one of the major drivers of productivity growth, and is … extensively as a proxy for innovation in the literature. Here, we use a production function approach to estimate the return to R …
Persistent link: https://www.econbiz.de/10011943849
Innovation is considered as a main driver of economic growth. Promoting the development of innovation through STI … (science, technology and innovation) policies requires accurate indicators of innovation. Traditional indicators often lack …. In this paper, we propose a novel approach on how to create firm-level innovation indicators at the scale of millions of …
Persistent link: https://www.econbiz.de/10011960336
Die Autoindustrie am Standort Deutschland sieht sich derzeit mit mehreren Herausforderungen konfrontiert. Die Pkw-Produktion war bereits vor der Corona-Pandemie deutlich gesunken und hatte in den Jahren 2020 und 2021 jeweils historisch starke Einbrüche zu verkraften. Diese Verschlechterung der...
Persistent link: https://www.econbiz.de/10014285064
We develop a composite indicator measuring the performance of national innovation systems. The indicator takes into … of preconditions for innovation by managers. We apply the methodology to a set of 17 industrialized countries on a yearly … capital, trust and science and technology to achieve an assessment of a country's social climate for innovation. After …
Persistent link: https://www.econbiz.de/10010280798
We develop a composite indicator measuring the performance of national innovation systems. The indicator takes into … assessment of preconditions for innovation by managers. We apply the methodology to a set of 17 industrialized countries on a …, social capital, trust and science and technology to achieve an assessment of a country's social climate for innovation. After …
Persistent link: https://www.econbiz.de/10010281534
the social value of new technologies depends on how novel knowledge fuels practical solutions, we take an innovation … production of knowledge, (ii) technological innovation, and (iii) policy discussion. Taking as counterfactual scientific advances …
Persistent link: https://www.econbiz.de/10013432933
We nowcast world trade using machine learning, distinguishing between tree-based methods (random forest, gradient boosting) and their regression-based counterparts (macroeconomic random forest, linear gradient boosting). While much less used in the literature, the latter are found to outperform...
Persistent link: https://www.econbiz.de/10014374780