How can artificial intelligence capabilities empower sustainable business model innovation? A dynamic capability perspective

Purpose This study attempts to employ a dynamic capability perspective to delve into the effects of artificial intelligence capabilities on sustainable business model innovation, while considering strategic agility as a mediator and environmental dynamism as a moderator. Design/methodology/approach This study employed the partial least squares-structural equation modeling (PLS-SEM) and the fuzzy-set qualitative comparative analysis (fsQCA) methodologies to conduct the empirical analysis of the data from 337 Chinese firms. Findings The results reveal that artificial intelligence capabilities contribute positively to sustainable business model innovation, which is mediated by strategic agility. Additionally, environmental dynamism strengthens the impact of artificial intelligence capabilities on resource fluidity. Practical implications Firms should prioritize the enhancement of artificial intelligence capabilities to leverage their role in sensing opportunities. Meanwhile, they should deploy strategic agility and monitor competitive environment to better seize the sensed opportunities. Originality/value First, this study takes the capability perspective of artificial intelligence to examine its impact on sustainable business model innovation. Second, this study reveals the inner mechanisms between artificial intelligence capabilities and sustainable business model innovation by investigating the mediating role of strategic agility. Third, this study clarifies boundary conditions for the relationship between artificial intelligence capabilities and strategic agility by examining the moderating role of environmental dynamism.

Authors

Institutions

Publication Details

Journal
Business Process Management Journal
Published
2025-05-06
DOI
https://doi.org/10.1108/bpmj-11-2024-1045
Citations
12
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
14.91
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

How can artificial intelligence capabilities empower sustainable business model innovation? A dynamic capability perspective

Shan L. Pan, Yu Wang, Nan Wang
12 citations
Business Process Management Journal
Digital Transformation in Industry
14.91
article

How can artificial intelligence capabilities empower sustainable business model innovation? A dynamic capability perspective

Shan L. Pan, Yu Wang, Nan Wang
article en
12 citations

Abstract

Purpose This study attempts to employ a dynamic capability perspective to delve into the effects of artificial intelligence capabilities on sustainable business model innovation, while considering strategic agility as a mediator and environmental dynamism as a moderator. Design/methodology/approach This study employed the partial least squares-structural equation modeling (PLS-SEM) and the fuzzy-set qualitative comparative analysis (fsQCA) methodologies to conduct the empirical analysis of the data from 337 Chinese firms. Findings The results reveal that artificial intelligence capabilities contribute positively to sustainable business model innovation, which is mediated by strategic agility. Additionally, environmental dynamism strengthens the impact of artificial intelligence capabilities on resource fluidity. Practical implications Firms should prioritize the enhancement of artificial intelligence capabilities to leverage their role in sensing opportunities. Meanwhile, they should deploy strategic agility and monitor competitive environment to better seize the sensed opportunities. Originality/value First, this study takes the capability perspective of artificial intelligence to examine its impact on sustainable business model innovation. Second, this study reveals the inner mechanisms between artificial intelligence capabilities and sustainable business model innovation by investigating the mediating role of strategic agility. Third, this study clarifies boundary conditions for the relationship between artificial intelligence capabilities and strategic agility by examining the moderating role of environmental dynamism.

Business Process Management JournalVol. 31(7)
Beijing Technology and Business University (CN), Beihang University (CN)
Openalex Percentile: Top 1%
Digital Transformation in Industry
14.91
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.

How can artificial intelligence capabilities empower sustainable business model innovation? A dynamic capability perspective — Shan L. Pan, Yu Wang, et al. · Business Process Management Journal (2025) | TGRS Research Map | TGRS