Artificial intelligence as a complement to other innovation activities and as a method of invention
Abstract
This study investigates the relationship between Artificial Intelligence (AI) and innovation inputs in Spanish manufacturing firms. While AI is increasingly recognized as a driver of productivity and economic growth, its role in shaping firms' innovation strategies remains underexplored. Using firm-level data, our analysis focuses on whether AI complements innovation inputs - specifically R&D and Embodied Technological Change (ETC) - and whether AI can be considered as a Method of Invention, able to trigger subsequent innovation investments. Results show a positive association between AI adoption and both internal R&D and ETC, in a static and a dynamic framework. Furthermore, empirical evidence also highlights heterogeneity, with important peculiarities affecting large vs small firms and high-tech vs low-tech companies. These findings suggest that AI may act as both a complement and a catalyst, depending on firm characteristics.
Fields of Study & Subjects
COVID-19
Geopolitics
Technology
Migration
Economic and Technological Developments in Russia
Scientific Research and Philosophical Inquiry
Publication details
- Journal / source
- Research Publications (Maastricht University)
- Publisher
- Informa UK Limited
- Pages
- 1-23
- Publication date
- 1 January 2026
- Language
- EN