The Impact of Intelligent Development on Human Capital Mismatch: Evidence from Chinese Enterprise Data

Furthermore, leveraging the enterprise credit information query platform 'Enterprise Query,' we conducted an analysis of enterprise-level intelligence. Specifically, we utilized Python crawler technology to search for keywords related to intelligent technologies, such as 'intelligence,' 'cloud,' 'data,' 'Internet,' and 'machine learning,' within the 'business scope' and 'company name' columns. We then measured the number of intelligent enterprises in each city as a proxy for intelligent development, and the results were presented in the appropriate columns. Our regression analysis indicated a significant negative coefficient of intelligent development at the 1% level, suggesting that intelligent development exacerbates the mismatch of human capital. These findings provide robust support for our conclusions.