Technology meets agriculture: will green knowledge management and green intellectual capital be the game changer for sustainable farming among rural women

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Abstract
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Purpose This study investigates how agricultural technology (AgTech) innovation, from the perspective of rural women farmers, enhances green knowledge management (GKM) dimensions – namely acquisition, sharing and application – to drive sustainable farming. Additionally, it explores the moderating role of green intellectual capital (GIC) in strengthening the relationship between GKM dimensions and sustainable farming. Design/methodology/approach Guided by a post-positivist philosophical stance, the study employed a quantitative methodological approach and survey strategy. Data were collected from 450 purposively sampled rural women farmers engaged in livestock farming, mixed farming and crop production across three agriculturally vibrant regions in Ghana. Structural equation modeling (SEM) was used to test the proposed hypotheses. Findings The results reveal that AgTech significantly influences sustainable farming and the GKM dimensions of acquisition, sharing and application. Moreover, GKM dimensions partially mediate the relationship between AgTech and sustainable farming, while GIC moderates the relationship between GKM dimensions and sustainable farming, further strengthening their impact. Originality/value To the best of the authors’ knowledge, this study is the first to integrate the natural resource-based view (NRBV), knowledge-based view (KBV) and resource-based view (RBV) to explore the interrelationships among AgTech, green knowledge management (GKM) and green intellectual capital (GIC) in promoting sustainable agriculture. It offers a novel theoretical contribution by combining these frameworks to explain sustainability outcomes in an underexplored context. Empirically, the study addresses a significant gap by focusing on rural women farmers in a developing economy, an often-overlooked group, in agri-digital research. Methodologically, it demonstrates the robustness of structural equation modeling (SEM) in capturing complex relationships among knowledge, resources and sustainability in agricultural systems.

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  • International Journal of Innovation Science
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Purpose This study aims to investigate the role of agricultural technology (AgriTech) innovations and green strategic orientations in enhancing green market success among rural women farmers in Ghana. Green strategic orientations in this context comprise two key dimensions: green market-oriented strategies, which focus on responding to environmentally conscious consumer demands, and green entrepreneurial orientation, reflecting farmers’ proactive commitment to adopting sustainable and eco-friendly practices. The study also examines how social capital influences these relationships, aiming to promote rural poverty alleviation and entrepreneurial sustainability. Design/methodology/approach Using a quantitative research design, data were collected from 398 rural women farmers across three ecologically diverse regions of Ghana (i.e. Eastern, Northern and Upper East regions) using a purposive sampling technique. Structural equation modelling was used to test the proposed hypotheses. Findings The results indicate that AgriTech innovations significantly facilitate the adoption of green strategic orientations by rural women farmers. Both green market-oriented strategies and green entrepreneurial orientation positively affect green market success. Moreover, green strategic orientation serves as an important link connecting AgriTech innovations to market success. Social capital strengthens the positive impact of green entrepreneurial orientation on green market success but does not significantly influence the effect of green market-oriented strategies. Originality/value This study advances theoretical understanding by integrating dynamic capabilities theory, resource-based view and social capital theory to explain how technology, green strategic behaviour and social networks collectively contribute to entrepreneurial success and sustainable development among rural women in emerging economies. The findings reveal unique gender-related challenges faced by women, such as limited access to resources and social support, as well as opportunities including strong community networks that facilitate adoption of AgriTech and green strategies. However, the results are specific to rural women farmers in the three selected ecologically diverse regions in Ghana and may not be directly generalisable to other regions, farmer groups or broader populations. Nevertheless, the study provides valuable insights for policymakers aiming to empower women entrepreneurs and promote sustainable agriculture in developing countries.

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From CSR to environmental gains: examining the roles of AI change readiness, green entrepreneurial orientation, intellectual capital and value co-creation
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From Commitment to Sustainability: GIC’s Role in Carbon Emission Mitigation
  • Jun 25, 2025
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  • Ari Dewi Cahyati + 3 more

Climate change and its negative environmental impacts have prompted many companies to adopt more environmentally friendly policies, including carbon emission mitigation. In this context, Top Management Green Commitment (TMGC) is a key factor in encouraging companies to integrate sustainability practices focusing on carbon emission reduction into their business strategies. This study aims to analyze the role of TMGC in supporting carbon emission mitigation and sustainability, the impact of GIC in reducing carbon footprints to create sustainability and to understand how Green Intellectual Capital (GIC) can mediate the relationship between TMGC and sustainability.This study involved 220 respondents from energy and manufacturing sector companies in Indonesia, with analysis using PLS second order to test the relationship between variables. The study results indicate that TMGC significantly encourages carbon emission mitigation practices that contribute directly to sustainability. GIC has been proven to significantly affect sustainability and mediates the impact between TMGC and sustainability.The study's findings generally support the Upper Echelon Theory (UET), which states that top management's strategic decisions are influenced by their commitment to sustainability. The study also supports the Natural Resource-Based View (NRBV) theory, which emphasizes the importance of GIC in creating sustainable competitive advantage. TMGC and GIC are important elements in reducing carbon emissions and increasing long-term sustainability for companies.

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Driving sustainable competitiveness: unveiling the nexus of green intellectual capital and environmental regulations on greening SME performance
  • Feb 28, 2024
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  • Jan Muhammad Sohu + 6 more

Within the evolving landscape of contemporary business, where sustainability and innovation intertwine, our study explores a strategic gap, presenting the rationale behind choosing green intellectual capital (GIC), absorptive capacity (AC), green innovation (GI), environmental regulations (ERs), and competitive advantage (CA) as main constructs. This model investigates the complex nature of the competitive landscape of SMEs within the vibrant manufacturing sector using the latest version of SmartPLS 4 for analyzing complex data. Drawing upon the theory of the natural resource-based view (NRBV), this study uncovers that GIC advances GI and AC, driving SMEs toward sustainable CA, particularly within the context of ER. These findings propose vital insights for SMEs looking to leverage their valuable resource, contributing to greening operations and reaching sustainable competitiveness while also contributing to theoretical developments in understanding resource-based perceptions on greening the manufacturing of SMEs. Findings reveal the significant impact of GIC on AC and GI and their subsequent impact on CA. Furthermore, ER uncovers the essential role in shaping the link between GIC and AC, thus enhancing SMEs’ capacity to achieve sustainable competitiveness. This study discloses how SMEs utilize GIC to identify ER and achieve CA and how the NRBV develops an understanding of SMEs utilizing their unique resource endowments to drive GI and achieve CA. This study examines the mediating role of AC and GI in this relationship.

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