Empowering <scp>AI</scp> ‐Driven Proactive and Reactive Green Innovation: Exploring Knowledge Management, Trust and Sustainability

ABSTRACT This study examines the integration of artificial intelligence (AI) and knowledge management (KM) processes and their role in fostering proactive and reactive green innovation (GI) in the Iraqi oil industry. It also explores the moderating effects of trust in technologies and sustainability orientation. Using a cross‐sectional design, data were collected from 612 middle‐level managers in Iraqi oil companies through a structured questionnaire. The data were analysed using SmartPLS v3.9 and SPSS v26 to assess measurement validity, reliability and the hypothesised relationships. The findings indicate that AI has a significant positive effect on both KM processes and GI. KM processes play a crucial mediating role by transforming AI capabilities into proactive and reactive GI outcomes. While trust in technologies and sustainability orientation moderate these relationships, their effects are relatively modest. Theoretically, the study underscores the importance of integrating AI and KM to enhance environmental performance. It contributes original empirical evidence from a challenging and underexplored context, offering insights into the conditions enabling GI in traditional industries.

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Publication Details

Journal
Knowledge and Process Management
Published
2026-02-04
DOI
https://doi.org/10.1002/kpm.70026
Citations
1
Primary Topic
Organizational and Employee Performance
Type
article
Field-Weighted Citation Impact
52.10
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article

Empowering AI ‐Driven Proactive and Reactive Green Innovation: Exploring Knowledge Management, Trust and Sustainability

Abeer F. Alkhwaldi, Abdulkareem H. Dbesan, Shafique Ur Rehman, Hayder D. H. Hussein et al.
1 citations
Knowledge and Process Management
Organizational and Employee Performance
52.10
article

Empowering AI ‐Driven Proactive and Reactive Green Innovation: Exploring Knowledge Management, Trust and Sustainability

Abeer F. Alkhwaldi, Abdulkareem H. Dbesan, Shafique Ur Rehman, Hayder D. H. Hussein, Amir A. Abdulmuhsin, Sama M. M. Thabit
article en
1 citations

Abstract

ABSTRACT This study examines the integration of artificial intelligence (AI) and knowledge management (KM) processes and their role in fostering proactive and reactive green innovation (GI) in the Iraqi oil industry. It also explores the moderating effects of trust in technologies and sustainability orientation. Using a cross‐sectional design, data were collected from 612 middle‐level managers in Iraqi oil companies through a structured questionnaire. The data were analysed using SmartPLS v3.9 and SPSS v26 to assess measurement validity, reliability and the hypothesised relationships. The findings indicate that AI has a significant positive effect on both KM processes and GI. KM processes play a crucial mediating role by transforming AI capabilities into proactive and reactive GI outcomes. While trust in technologies and sustainability orientation moderate these relationships, their effects are relatively modest. Theoretically, the study underscores the importance of integrating AI and KM to enhance environmental performance. It contributes original empirical evidence from a challenging and underexplored context, offering insights into the conditions enabling GI in traditional industries.

Knowledge and Process Management
University of Jordan (JO), University of Mosul (IQ), Dakota State University (US), Mutah University (JO), Directorate of Health (IS), University of Al-Qadisiyah (IQ), Northern Technical University (IQ), National University of Malaysia (MY)
Industry, innovation and infrastructure
Openalex Percentile: Top 1%
Organizational and Employee Performance
52.10
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Empowering <scp>AI</scp> ‐Driven Proactive and Reactive Green Innovation: Exploring Knowledge Management, Trust and Sustainability — Abeer F. Alkhwaldi, Abdulkareem H. Dbesan, et al. · Knowledge and Process Management (2026) | TGRS Research Map | TGRS