Digital economy development and firm level sustainability performance in Europe

This study investigates how the digital economy influences firm-level eco-innovation in Europe, using a balanced panel of 4,976 firm-year observations across 17 EU countries from 2016 to 2024. A Principal Component Analysis (PCA)-based Digital Economy Index (DEI) is constructed from four pillars: digital skills, infrastructure, business digitalization, and public services. Employing regression, mediation, and moderation analyses, the results show that stronger national digitalization is positively associated with higher eco-innovation performance. The mediation analysis suggests that this relationship operates not through increased leverage but through reduced dependence on debt, which enhances firms’ financial flexibility and capacity to invest in green innovation. The moderating role of internal digitalization intensity indicates that firms with greater absorptive capabilities derive stronger eco-innovation benefits from digitalization. Heterogeneity tests reveal that high-technology and low-pollution industries exhibit more pronounced effects, whereas pollution-intensive sectors experience weaker associations. Policy implications point to the need for sector-tailored digital–green strategies—combining digital infrastructure and regulatory incentives in pollution-intensive sectors, and emphasizing digital skills and financing mechanisms in high-technology industries. Overall, the study offers new empirical evidence on how digital transformation supports sustainable innovation and advances the EU’s twin digital–green transition agenda.

Authors

Institutions

Publication Details

Journal
Discover Sustainability
Published
2026-01-30
DOI
https://doi.org/10.1007/s43621-025-02532-8
Citations
2
Primary Topic
Energy, Environment, Economic Growth
Type
article
Field-Weighted Citation Impact
199.62
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Digital economy development and firm level sustainability performance in Europe

Marwan Mansour, Ahmad Marei, Mo’taz Al Zobi, Ahmad AL-Hawamleh et al.
2 citations
Discover Sustainability
Energy, Environment, Economic Growth
199.62
article

Digital economy development and firm level sustainability performance in Europe

Marwan Mansour, Ahmad Marei, Mo’taz Al Zobi, Ahmad AL-Hawamleh, Zaid Jaradat, Mohammed W. A. Saleh
article en
2 citations

Abstract

This study investigates how the digital economy influences firm-level eco-innovation in Europe, using a balanced panel of 4,976 firm-year observations across 17 EU countries from 2016 to 2024. A Principal Component Analysis (PCA)-based Digital Economy Index (DEI) is constructed from four pillars: digital skills, infrastructure, business digitalization, and public services. Employing regression, mediation, and moderation analyses, the results show that stronger national digitalization is positively associated with higher eco-innovation performance. The mediation analysis suggests that this relationship operates not through increased leverage but through reduced dependence on debt, which enhances firms’ financial flexibility and capacity to invest in green innovation. The moderating role of internal digitalization intensity indicates that firms with greater absorptive capabilities derive stronger eco-innovation benefits from digitalization. Heterogeneity tests reveal that high-technology and low-pollution industries exhibit more pronounced effects, whereas pollution-intensive sectors experience weaker associations. Policy implications point to the need for sector-tailored digital–green strategies—combining digital infrastructure and regulatory incentives in pollution-intensive sectors, and emphasizing digital skills and financing mechanisms in high-technology industries. Overall, the study offers new empirical evidence on how digital transformation supports sustainable innovation and advances the EU’s twin digital–green transition agenda.

Discover SustainabilityVol. 7(1)
Amman Arab University (JO), Palestine Technical University - Kadoorie (PS), Al al-Bayt University (JO), Academy of Public Administration (AZ), Middle East University (JO)
Industry, innovation and infrastructure
Openalex Percentile: Top 0%
Energy, Environment, Economic Growth
199.62
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.