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In China, population aging is turning into a real economic challenge. A recent study examined data from 30 provinces between 2011 and 2022 to see how this trend affects “new quality productivity,” meaning the ability to generate value through innovation and sustainability. Researchers used fixed‑effects panel regression models with mediation and moderation variables. They found that aging lowers land productivity, a key channel that slows the growth of new quality productivity. However, there’s a bright side: higher urbanization eases this negative impact. In practice, more developed cities can offset agricultural efficiency losses with advanced technologies and better work organization. The findings are robust, confirmed by multiple statistical checks. For policymakers, the message is clear: invest in technological innovation, boost agricultural efficiency, and harness urban potential to sustain high‑quality economic growth despite demographic aging.

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The analysis relies on a fixed‑effects panel regression model, which controls for time‑invariant characteristics of each province, reducing bias from unobserved factors. The mediating variable, land productivity, was measured as the ratio of total agricultural output to cultivated area, capturing the efficiency of land use. Moderation was tested by including an interaction term between the urbanization index (percentage of urban population) and the average age of the population. Results show a negative and significant interaction coefficient, indicating that the inhibitory effect of aging on productivity weakens at higher urbanization levels. Robustness checks included instrumental variable approaches to address potential endogeneity and Wooldridge’s test for serial autocorrelation. Sensitivity analysis confirmed result stability even after excluding provinces with extreme outliers. These methodological steps strengthen the validity of the conclusions and suggest that policies promoting sustainable urbanization and agricultural efficiency can mitigate the adverse impact of demographic aging on high‑quality economic growth.

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Authors:
Xiaowen ShaBoyang LiZiyu ZhaoXiaosong YinJinyao DongYuhang YangZhihao Xu
Date Published:
Original Article www.mdpi.com
Fact-check verified on 11/06/2026
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Creative Commons License CC BY-NC-SA 4.0

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