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Trending topics and themes in environmental innovation research based on topic modeling

Bibliographic Data

ID12308005
AuthorsZhongju Liao (0000-0003-1973-9860, School of Economics and Management Zhejiang Sci‐Tech University Hangzhou 310018 China, corresponding author), Xiaodie Liu (School of Economics and Management Zhejiang Sci‐Tech University Hangzhou 310018 China)
Year2023
Volume31
Issue4
Pages2967-2978
Publication date2023-03-29
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueSustainable Development (JOURNAL)
Journal identifiersISSN: 0968-0802 • E-ISSN: 1099-1719
PublisherWiley (PUBLISHER • GB)
DOI10.1002/sd.2562
OpenAlexW4361283953
LanguageEN
Citations received1
References cited96

In the context of carbon neutrality, environmental innovation has become an important way for companies to achieve sustainable development and gain a competitive advantage. To systematically grasp the current status of the environmental innovation literature, this study conducted a thematic modeling and coding analysis of 19,936 papers published between 2000 and 2022 using an unsupervised thematic model. The research content pertaining to environmental innovation was sorted following the logic of “influencing factors, boundary conditions, and influencing outcomes.” The results showed that previous scholars had classified the factors driving environmental innovation based primarily on five theories, including stakeholder theory, resource‐based theory, institutional theory, informal institutional theory and upper echelons theory. Green absorptive capacity, firm size, and slack resources played a moderating role in the influence of other factors on environmental innovation, but the relationship between environmental innovation and firm performance remained uncertain. Finally, combining the limitations of previous studies, we outline several directions for future research to achieve breakthroughs

Absorptive capacity · Business · Economics · Industrial organization · Institutional theory · Knowledge management · Management · Management science · Political science · Qualitative research · Social science · Sociology · Stakeholder · Stakeholder Theory · Sustainable development · Thematic analysis · Computer Science · Energy, Environment, Economic Growth · Environmental Sustainability in Business · Sustainable Supply Chain Management

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Unique citing works1
Citations per year1
Citation span2025 - 2025 (1)
Citation velocityrecent
Highly citedNo
Citation typesNeutral: 1

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