China’s Open Data Push Drives Growth at the Cost of Labour Equity

Researchers from Sichuan and Xi'an Jiaotong universities analyzed business records from 218 cities, finding that open-data initiatives—which cover everything from minimum wages to public procurement—boosted employment in listed firms by 1.81%. These gains disproportionately favoured production and sales roles, with high-school-educated workers seeing a 3.3% employment increase. The policy also accelerated market dynamism, driving a 9.22% rise in new enterprise entries as firms leveraged public information to better navigate regulations and forecast demand.

However, the shift toward a data-driven economy has left a significant mark on job quality. As competition intensifies, firms with superior analytical capabilities are pulling ahead, often at the expense of their workforce. Executive compensation has outpaced average pay by roughly 2.15%, while corporate spending on employee-education funds and welfare benefits dropped by 1.87% and 1.18%, respectively. This cost-cutting environment has fueled a 0.87% rise in labour disputes, signaling that the current model prioritizes productivity metrics over the long-term stability of the labour market. To prevent a deepening divide, the study suggests that policymakers must pivot from merely increasing the volume of datasets to implementing robust wage safeguards and digital training initiatives for smaller enterprises.