From the history of economic development and the theory of economic growth perspective, exploring economic inclusive growth need to rely on natural resources, to exist appropriate regional differences, to allow residents to share fruits and harmonious and stable security environment. On the basis of traditional economic growth model, inclusive growth dynamic panel model is built. The empirical results show that: natural resources have a positive effect on promoting economic growth; urban-rural gap exists “inverted U” shaped relationship on economic growth mechanism; two elements of traditional economic growth, employment and physical capital, also promote economic growth; economic growth exists a great inertia. Early total economy has played an important role in promoting economic growth.