W4399361543 Peer-reviewed research AI × management and organizations

Innovation Strategy After IPO: How AI Analytics Spurs Innovation After IPO

Lynn Wu · Bowen Lou · Lorin M. Hitt

Also recorded as: doi:10.1287/mnsc.2022.01559

Management Science

Recorded claims
1
coded from the inspected source
Evidence classes
1
crossref-api-metadata
Recorded limitations
4
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.

Patent-data analysis of publicly traded firms reports that acquiring AI analytics capability after an IPO is associated with a smaller decline in innovation quality and with continued recombination of existing technologies, partly by easing short-term financial and disclosure pressures.

confidence: high crossref-api-metadata apw-c1-obot-journals

Scope: publisher-deposited abstract metadata; firm innovation strategy after IPO; the abstract describes more than 1,000 firms but gives no exact denominator or period

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

  • Abstract-level Crossref metadata only; the blocked publisher surface was not retried.
  • The captured abstract supplies only an approximate firm count and no study period; numerical effect sizes are not carried forward.
  • Crossref supplies only a year and month for publication, so published_date is null rather than an invented day.
  • Full text was not inspected.

Source independence

publisher-only