“To clarify the characteristics and evolution laws of rural livelihood development, the research team has constructed an evaluation index system for the level of rural livelihood development in China. The entropy method is used to measure the level of rural livelihood development in 31 provinces from 2013 to 2023, revealing their spatial differences and convergence characteristics, and providing decision-making basis for high-quality development of livelihood.”