Comprehensive evaluation of health community construction based on biomechanical perspective

The comprehensive evaluation of healthy community construction is an important means for managers and decision-makers to understand the development of community health within their jurisdiction, and also a scientific basis for formulating practical and feasible health policies and health development plans. Scientific evaluation of the overall level and differences in the construction of healthy communities has important theoretical significance and reference value. Based on the principal component clustering analysis method as well as the theoretical foundation, the multiple evaluation indicators in the evaluation index system of health community construction are standardized and dimensionally reduced. At the same time, the principal component factor load matrix clustering analysis is used, combined with the practical significance and evaluation direction of the indicator categories, to propose a design idea for the classification index system. The comprehensive principal component evaluation and clustering analysis are used to quantitatively examine the level of health community construction in specific regions and make horizontal comparisons, provide theoretical support and decision-making reference for the construction of healthy communities. The correctness and effectiveness of the proposed method system were verified by numerical examples.