Artificial intelligence and industrial innovation: Evidence from firm-level data

C Rammer, D Czarnitzki… - ZEW-Centre for European …, 2021 - papers.ssrn.com
firm has been using AI technologies. We estimate innovation production functions to explore
the contribution of AI to firms' … unit cost of production, we also find that AI-using firms achieve …

[HTML][HTML] Digital technologies and productivity: A firm-level investigation

F Nucci, C Puccioni, O Ricchi - Economic Modelling, 2023 - Elsevier
… advances in computer power to a large diffusion of investment in innovative technologies,
like cloud infrastructure, and to advances in artificial intelligence and machine learning. …

Artificial intelligence focus and firm performance

S Mishra, MT Ewing, HB Cooper - Journal of the Academy of Marketing …, 2022 - Springer
… 11 industry level indicator variables + 14-year level indicator … 11 industry level indicator
variables + 14-year level indicator … , they indicate firms use AI to improve production efficiencies. …

[HTML][HTML] Artificial intelligence, firm growth, and product innovation

T Babina, A Fedyk, A He, J Hodson - Journal of Financial Economics, 2024 - Elsevier
… Process innovation improves firms' productivity in producing their existing products, and …
Finally, we aggregate the worker-level data to the firm level by calculating the share of each …

Artificial intelligence, firms and consumer behavior: A survey

L Abrardi, C Cambini, L Rondi - Journal of Economic Surveys, 2022 - Wiley Online Library
machine learning applications. We first review research on the implications of AI on firms,
focusing on its impact on labor market, productivity, … at the occupation or industry level, implying …

Does artificial intelligence affect the pattern of skill demand? Evidence from Chinese manufacturing firms

M Xie, L Ding, Y Xia, J Guo, J Pan, H Wang - Economic Modelling, 2021 - Elsevier
artificial intelligence (AI) into production activities, we undertake a quasi-natural experiment
to identify its impact on employment at different skill levels using micro-enterprisefirm level. …

Artificial intelligence and firm growth—catch-up processes of SMEs through integrating AI into their knowledge bases

A Kopka, D Fornahl - Small Business Economics, 2024 - Springer
… Combining firm-level data with patent data, a regression at the firm level is conducted.
Evidence is found that smaller firms experience productivity growth from AI when operating at the …

[图书][B] Return of the Solow-paradox in AI?: AI-adoption and Firm Productivity

A Bäck, A Hajikhani, A Jäger, T Schubert, A Suominen - 2022 - researchgate.net
productivity at the firm level, the link between productivity and … scales of production, and the
changing boundaries of the firm. In … to AI (ie, artificial intelligence, machine learning). • Tier 2: …

Widening or closing the gap? The relationship between artificial intelligence, firm-level productivity and regional clusters

N Grashof, A Kopka - 2023 - media.suub.uni-bremen.de
… Based on a unique sample of German firms, filling at least one patent between … firm productivity.
Moreover, our analysis shows that while AI knowledge does not contribute to productivity

[HTML][HTML] Artificial intelligence capability: Conceptualization, measurement calibration, and empirical study on its impact on organizational creativity and firm …

P Mikalef, M Gupta - Information & management, 2021 - Elsevier
… [6] highlight that we are dealing with a modern productivity paradox. According to the authors,
one of the main reasons AI has yet to deliver expected outcomes is due to implementation …