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Chinese factories are undergoing a true digital revolution. A recent study, using data from listed companies, examined how merging digital technologies with traditional resources—capital and labor—can boost profits. The findings reveal that digital‑capital synergy outperforms digital‑labor synergy. In practice, firms that combine advanced IT systems with financial investments see better results. How does this leap happen? Three key mechanisms: first, internal control tightens thanks to real‑time data; second, new, agile business models emerge; third, products become more differentiated, increasing market competitiveness. The impact isn’t uniform: private firms, highly digitalized companies, and those without political ties reap the biggest gains. In a world of shifting supply chains and rising costs, these insights provide a roadmap for firms aiming to stay at the forefront of global manufacturing.

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The analysis employs a fixed‑effects model to isolate the impact of digital variables from traditional ones, controlling for unobserved time‑invariant factors. Digital‑capital synergy translates into investments in IT infrastructure, cloud computing, and data analytics platforms, enhancing decision‑making capacity and shortening production cycles. Digital‑labor synergy, while less impactful, involves the adoption of digital collaboration tools and staff training. The three mediating mechanisms—internal control, business model innovation, and product differentiation—are quantified using governance indicators (e.g., internal control quality index), innovation metrics (patent counts, new service introductions), and differentiation parameters (SKU variety, product profit margins). The differential effect between state‑owned and private firms is linked to fewer bureaucratic constraints and greater strategic flexibility in the latter. Moreover, firms with a strong digital footprint demonstrate higher ability to leverage big data for supply‑chain optimization, reducing waste and enhancing product personalization. Finally, the lack of political connections lowers the risk of decisions driven by vested interests, favoring market‑value‑oriented choices.

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Authors:
Liwen ChengRui MaXihui ChenLuca Esposito
Date Published:
Original Article www.mdpi.com
Fact-check verified on 18/06/2026
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Creative Commons License CC BY-NC-SA 4.0

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