Focuses on in-depth exploration of the internal correlation mechanisms and related theoretical methods among socio-economic development, urban-rural household structure, energy consumption, and carbon emission reduction. Academic interest:The dynamic evolution law and regulation path of carbon emissions under the framework of urban-rural sustainable development; The influence mechanism of socio-economic development and urban-rural household structure on energy consumption patterns; The innovation of relevant theoretical methods for urban-rural carbon emission accounting and reduction.