The Interplay of Green Intellectual Capital, Artificial Intelligence, Frugal Innovation, and Triple Bottom Line Performance

ABSTRACT The study analyzes the critical role of green intellectual capital (GIC) in enhancing SMEs' economic, social, and environmental performance, with frugal innovation (FI) mediating these relationships. The study also investigates the moderating effect of artificial intelligence (AI) adoption on the relationship between GIC and FI. The hypotheses were tested using PLS‐SEM. Data were collected from 318 manufacturing SMEs operating in three Pakistani cities. Our findings indicate that GIC significantly influences firms' economic, social, and environmental performance in an emerging economy and that FI mediates these relationships. Furthermore, AI adoption strengthens the relationship between GIC and FI. To our knowledge, no previous study has systematically examined GIC, FI, and AI adoption alongside economic, social, and environmental performance, particularly in the context of manufacturing SMEs in an emerging Asian economy. First, this study examines the mediating role of FI in the relationship between GIC and triple bottom line (TBL) performance. Second, it analyzes the moderating role of AI adoption in the relationship between GIC and FI, highlighting the role of technology adoption in strengthening this relationship. Finally, it extends the resource‐based view (RBV) to a technological context by examining how GIC, FI, and AI adoption affect TBL performance.

Authors

Institutions

Publication Details

Journal
Business Strategy and the Environment
Published
2026-11-08
DOI
https://doi.org/10.1002/bse.71732
Primary Topic
Environmental Sustainability in Business
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

The Interplay of Green Intellectual Capital, Artificial Intelligence, Frugal Innovation, and Triple Bottom Line Performance

Muhammad Sualeh Khattak, Qiang Wu, Maqsood Ahmad
7 links
Business Strategy and the Environment
Environmental Sustainability in Business
article

The Interplay of Green Intellectual Capital, Artificial Intelligence, Frugal Innovation, and Triple Bottom Line Performance

Muhammad Sualeh Khattak, Qiang Wu, Maqsood Ahmad
article en

Abstract

ABSTRACT The study analyzes the critical role of green intellectual capital (GIC) in enhancing SMEs' economic, social, and environmental performance, with frugal innovation (FI) mediating these relationships. The study also investigates the moderating effect of artificial intelligence (AI) adoption on the relationship between GIC and FI. The hypotheses were tested using PLS‐SEM. Data were collected from 318 manufacturing SMEs operating in three Pakistani cities. Our findings indicate that GIC significantly influences firms' economic, social, and environmental performance in an emerging economy and that FI mediates these relationships. Furthermore, AI adoption strengthens the relationship between GIC and FI. To our knowledge, no previous study has systematically examined GIC, FI, and AI adoption alongside economic, social, and environmental performance, particularly in the context of manufacturing SMEs in an emerging Asian economy. First, this study examines the mediating role of FI in the relationship between GIC and triple bottom line (TBL) performance. Second, it analyzes the moderating role of AI adoption in the relationship between GIC and FI, highlighting the role of technology adoption in strengthening this relationship. Finally, it extends the resource‐based view (RBV) to a technological context by examining how GIC, FI, and AI adoption affect TBL performance.

Business Strategy and the Environment
Hong Kong Polytechnic University (HK)
Industry, innovation and infrastructure, Responsible consumption and production, Decent work and economic growth, Climate action
Environmental Sustainability in Business
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.

Laika access coming soon