A measure of innovation performance: the Innovation Patent Index

L Ponta, G Puliga, R Manzini - Management Decision, 2021 - emerald.com
Purpose The measure of companies' Innovation Performance is fundamental for enhancing
the value and decision-making processes of firms. The purpose of this paper is to present a …

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 …

A mediating effect of green market orientation on the environmental performance: from a literature review to a conceptual framework

SF Peris, K Supian, MW Hasanat… - Journal of Management …, 2020 - readersinsight.net
Academic and business interest in sustainability and green practice has grown up
considerably in recent years. Entrepreneurial orientation and market orientation are the two …

To copatent or not to copatent: An agent-based model for firms facing this dilemma

L Ponta, G Puliga, V Lazzarotti, R Manzini… - European Journal of …, 2023 - Elsevier
Firm performance is an important output that managers should control. Of the several
perspectives taken to analyse performance within companies, innovation performance and …

Drivers of innovation capacity and consequences for open innovation

CE Walter, D Ferreira Polónia… - Journal of Open …, 2021 - mdpi.com
The main objective of the present research is to identify the knowledge flows responsible for
promoting the innovation capacity of Portuguese companies. Specifically, we intend to …

Identifying the differences in innovation attributes in creating organizational performance with an integrated approach

CH Liu, IA Wang, JY Lin - IEEE Transactions on Engineering …, 2024 - ieeexplore.ieee.org
Innovation is widely acknowledged as crucial in determining a firm's survival and growth. In
this article, we enhance the current understanding of business and management by …

Firm decision-making process about innovation

L Ponta, G Puliga, R Manzini, S Cincotti - DECISION, 2025 - Springer
In a dynamic world, full of opportunity, the development of tools able to support companies in
the decision-making process plays a crucial role. In this paper, a new decision support …

Exploring firms' innovation capabilities through learning systems

Y Li, X Wang, C Chen, C **g, T Wu - Neurocomputing, 2020 - Elsevier
In this study, several machine learning-based experimental methods are used to analyse
firms' research and development (R&D)-related activities and predict their technological …

Big data analytics on patents for innovation public policies

MJ Sousa, G Jamil, CE Walter… - Expert …, 2023 - Wiley Online Library
This study seeks to answer the following research question:“What factors can explain the
number of patent filing requests made by residents in Brazil at patent offices in Brazil, the …

The Use of Internal Resources for the Creation of Innovation: An Empirical Analysis of Portuguese Companies Benefiting From Tax Incentives for Research and …

CE Walter, M Au-Yong-Oliveira, M Ferasso… - … Journal of Innovation …, 2023 - World Scientific
Comparing companies solely based on tax incentives for R&D activities can be misleading.
Hence, this research aims to assess how Portuguese companies that make use of tax …