Future research direction
| Cluster | Topic | Research gaps | Research questions |
|---|---|---|---|
| Red cluster | Gen-AI and ChatGPT in agriculture supply chain | More emphasis on the key role of Gen-AI and ChatGPT for agriculture supply chain | RQ1. How can Gen-AI and ChatGPT improve prediction of demand, supply, and weather in the agricultural supply chain? |
| RQ2. How can Gen-AI and ChatGPT enhance coordination among stakeholders in agricultural supply chains? | |||
| Green cluster | Gen-AI and blockchain for the agriculture supply chain management Dealing with agriculture supply chain interruptions | The role of Gen-AI and blockchain in enhancing automation within the agricultural supply chain warrants further investigation The role of Gen-AI and blockchain to face future interruptions | RQ1. What strategies can be adopted to enhance automation in the agricultural supply chain using Gen-AI and blockchain technologies? |
| RQ1. What could blockchain and Gen-AI deal with future interruptions in the agriculture supply chain? | |||
| Eggplant cluster | Gen-AI Adoption in Cross-Border Agricultural Supply Chains: Addressing Cultural and Regulatory Barriers | Limited research explores how cultural and regulatory differences affect Gen-AI adoption in cross-border agricultural supply chains | RQ1.How can policies be designed to overcome cultural and regulatory barriers to Gen-AI adoption in cross-border agricultural supply chains? |
| Yellow cluster | Gen-AI and employee skill evolution Gen-AI and Financial Performance: Evidence from the Agricultural Sector | Unclear long-term impact on workforce reskilling There is a lack of data-driven analysis on the financial returns of implementing Gen-AI in agriculture-based supply chains | RQ1. Does Gen-AI-driven task automation enhance or hinder employee creativity and problem-solving? |
| RQ1. What is the relationship between Gen-AI implementation and financial performance in agricultural industry? |
| Cluster | Topic | Research gaps | Research questions |
|---|---|---|---|
| Red cluster | Gen-AI and ChatGPT in agriculture supply chain | More emphasis on the key role of Gen-AI and ChatGPT for agriculture supply chain | RQ1. How can Gen-AI and ChatGPT improve prediction of demand, supply, and weather in the agricultural supply chain? |
| RQ2. How can Gen-AI and ChatGPT enhance coordination among stakeholders in agricultural supply chains? | |||
| Green cluster | Gen-AI and blockchain for the agriculture supply chain management | The role of Gen-AI and blockchain in enhancing automation within the agricultural supply chain warrants further investigation | RQ1. What strategies can be adopted to enhance automation in the agricultural supply chain using Gen-AI and blockchain technologies? |
| RQ1. What could blockchain and Gen-AI deal with future interruptions in the agriculture supply chain? | |||
| Eggplant cluster | Gen-AI Adoption in Cross-Border Agricultural Supply Chains: Addressing Cultural and Regulatory Barriers | Limited research explores how cultural and regulatory differences affect Gen-AI adoption in cross-border agricultural supply chains | RQ1.How can policies be designed to overcome cultural and regulatory barriers to Gen-AI adoption in cross-border agricultural supply chains? |
| Yellow cluster | Gen-AI and employee skill evolution | Unclear long-term impact on workforce reskilling | RQ1. Does Gen-AI-driven task automation enhance or hinder employee creativity and problem-solving? |
| RQ1. What is the relationship between Gen-AI implementation and financial performance in agricultural industry? |
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