Prediction of Unsafe Behavior for Construction Workers Based on Logistics Regression

Construction industry is one of the pillar industries of China’s national economy. The benign development of the construction industry plays a vital role in the construction of China’s socialist market economy and the development of the national economy. But for a long time, the construction industry has also been one of the industries with frequent production accidents in China. Once a safety accident occurs in the project construction, it will cause more serious casualties and property losses, and seriously hinder the national construction and social development. The unsafe behavior of construction workers is a common cause of safety accidents. Therefore, it is helpful to predict whether construction workers will make unsafe behaviors in the construction process and make timely prevention to reduce the occurrence of safety accidents. The study will use the perception of risk and knowledge and behavioral control perception as dependent variables to predict the generation of unsafe behaviors among workers.