Identifying the determinants of innovation capability with machine learning and patents

L Ponta, G Puliga, L Oneto… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Innovation capability (IC) is a fundamental firms' strategic asset to sustain competitive
advantage. In this article, relying on patent data, patents forward citations are used as proxy …

Socioeconomic indicators and innovative countries associated with data mining evidence

CBD de Souza, HRM da Hora… - SN Business & …, 2023 - Springer
This paper analyzes the aspects that contribute to the success of an innovative environment
taking as reference 119 socio-economic indicators of historical development that have been …

[HTML][HTML] European Union innovation efficiency assessment based on data envelopment analysis

M Andrijauskiene, D Ioannidis, D Dumciuviene… - Economies, 2023 - mdpi.com
Though much attention is dedicated to the development of its research and innovation
policy, the European Union constantly struggles to match the level of the strongest …

[HTML][HTML] Redeveloping the national innovative capacity framework: European Union perspective

M Andrijauskiene, D Dumciuviene, J Vasauskaite - Economies, 2021 - mdpi.com
This paper aims to redevelop the national innovative capacity framework and specify the
influence of its' elements on shaping the innovation performance of the EU nations. The …

Data analytics for national innovation research: a systematic literature review

S Hamidi, A Berrado - International Journal of Technological …, 2024 - inderscienceonline.com
The aim of this systematic literature review (SLR) is two-fold: first, to examine the use of data
analytics techniques in studying national innovation by providing a comprehensive analysis …

[HTML][HTML] Факторы инновационного развития региона

ИБ Юленкова - Регионология, 2019 - cyberleninka.ru
Введение. Инновации одно из значимых условий экономического роста и развития
общества. В зависимости от уровня инновационных процессов определяются …

Can government R&D expenditure promote innovation? New evidence from 37 OECD countries

Y Ding, F Yin, L Chin, K Zhou… - Technological and …, 2024 - btp.vilniustech.lt
This research employs a fixed effect model to empirically estimate panel data from 37 OECD
countries spanning 2000 to 2021, revisiting the influence of government R&D expenditure …

[HTML][HTML] Why Do Some Countries Innovate Better than Others? A New Perspective of Science, Technology, and Innovation Policy Regimes and National Absorptive …

FS Wu, HJ Huang - Sustainability, 2024 - mdpi.com
This paper looks into the determinants of national innovation performance from the
perspective of policy regime and establishes a theoretical model on how a country's dual …

Impact of the business environment on national innovation capacity–Empirical study based on OECD countries

P He, Y Ma, M Yin - Economic Analysis and Policy, 2025 - Elsevier
In the process of improving the innovation capacity of subjects, the key role of improving the
business environment has become increasingly prominent. This paper empirically explores …

Inward foreign direct investment and national innovative capacity

M Andrijauskiene, D Dumčiuvienė - Engineering Economics, 2019 - inzeko.ktu.lt
A remarkable increase in the attention devoted to national innovative capacity (NIC) has
been noticed over the last decades. There is a strong debate whether a country's national …