W7172539032 Working papers AI × management and organizations

The Impact of Artificial Intelligence on Enterprises’ Integration into Global Value Chain: Opportunities or Risks?

SEN YAN · JUN SHAO

Also recorded as: doi:10.2139/ssrn.7238040 · ssrn:7238040

ssrn abstract page · 2026-08-05

Recorded claims
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Evidence classes
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ssrn-abstract-page
Recorded limitations
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Recorded claims

Each claim states what the inspected source says, at the recorded location—bounded by its scope and graded by its confidence. Nothing here is a synthesis across works.

The abstract reports an enterprise-level model and empirical analysis in which AI adoption is associated with deeper global-value-chain integration through productivity, technological innovation, and reduced resource misallocation, while also potentially increasing exposure to value-chain risk.

confidence: high ssrn-abstract-page apw-e1-ssrn-backfill

Scope: enterprise integration into global value chains; dataset universe, observation count, and period not reported in the abstract

Structured relationships

In-corpus citations

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Boundaries

Limitations & independence

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Recorded limitations

  • abstract-level evidence only; full text not inspected
  • the abstract does not report the empirical dataset universe, observation count, or period, so no effect magnitude is recorded here

Source independence

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