W3096796197 Working papers AI × management and organizations

AI Adoption and Firm Performance: Management versus IT

Liudmila Alekseeva · Mireia Gine · Sampsa Samila · Bledi Taska

Also recorded as: doi:10.2139/ssrn.3677237 · ssrn:3677237

ssrn search result · 2020-09-14

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 says the study measures firm-level AI adoption through demand for AI-related skills in online job postings.

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

Scope: first-page SSRN search-result snippet

The listing frames the performance question as whether adoption occurs among management ranks or IT specialists.

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

Scope: management-versus-IT distinction summarized by SSRN

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.
  • The visible listing does not expose effect sizes or denominators.
  • Full text and PDF were not inspected.

Source independence

ssrn-only