W7154495247 Working papers AI × management and organizations

AI Adoption and Workforce Change in SMEs *

David Bharier · Ben Etheridge · Paulo Morais

Also recorded as: doi:10.2139/ssrn.6465504 · ssrn:6465504

ssrn search result · 2026-04-15

Recorded claims
2
coded from the inspected source
Evidence classes
1
ssrn-search-result
Recorded limitations
3
stated, never hidden

From the hash-bound evidence releases

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 SSRN listing describes the paper as investigating AI adoption and labor-market consequences among small and medium-sized enterprises in the United Kingdom.

confidence: moderate ssrn-search-result apw-e1-ssrn-backfill

Scope: first-page SSRN search-result snippet

The listing links the study to workforce adjustment, skills, job restructuring, and productivity expectations.

confidence: moderate ssrn-search-result apw-e1-ssrn-backfill

Scope: keywords and snippet on the SSRN listing

Structured relationships

In-corpus citations

Only source-supplied cites relationships whose two endpoints are admitted are shown. Invocation evidence remains a separate relationship.

Cites (0)

No in-corpus outgoing citation is available in the current enrichment coverage.

Cited by (0)

No in-corpus incoming citation is available in the current enrichment coverage.

Boundaries

Limitations & independence

Recorded at coding time, carried with the work forever. A claim without its limits is not evidence.

Recorded limitations

  • SSRN search-result snippet only; abstract page was not inspected in this checkpoint.
  • No adoption-rate statistic from the listing was carried into this record because the denominator is not visible.
  • Full text and PDF were not inspected.

Source independence

ssrn-only