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Analysis of land use efficiency (LUE) integrating stakeholders' vision for the coordinated development among agriculture, economy and ecology can provide a harmonized avenue for localized and efficient resource management strategies. In this research, a new analysis framework for LUE integrating stakeholders' vision was proposed, and further applied to Jiangsu Province, a typical region with rapid urbanization in eastern China, to systematically explore the coupling and coordination relationship among multiple land use efficiencies in agriculture, economy and ecology and its driving factors. Results showed that: (1) Most areas of Jiangsu failed to meet the land-use stakeholders' vision in terms of agricultural production, economic development, and ecological maintenance during 2000–2018, with an average improvement potential of 26.84%, 30.27% and 36.58% respectively at the township level; (2 …