The article examines how global production networks affect China's industrial chain upgrading. It measures China's manufacturing industry chain upgrading using export sophistication. The study analyzes the impact of buyer-driven and producer-driven global production networks on China's industrial chain upgrading. The researchers propose a hypothesis, develop a model, and draw conclusions on the topic.