The study looked at how different industries in Liaoning Province affect energy saving. They found that industrial structure, like the types of industries present, has a bigger impact on energy saving than energy intensity. By analyzing the output values of industries like manufacturing and transportation, they identified key proportions that can increase energy saving. The study showed that changes in these industries can lead to more energy saving in the province.