USC Marshall’s Accounting PhD forges scholars who interrogate markets with Python and psychology alike. Students scrape 50 TB of SEC EDGAR XBRL filings, instrument lab‑grade eye‑tracking to study auditor confirmation bias, and quantify real‑options embedded in climate‑transition footnotes. Joint seminars with Gould Law unravel PCAOB AI‑tool oversight, while econometrics workshops push Quarto replications to SSRN preprint stardom.
LLM classifier of greenwashing across 10‑K Item 1
Benford drift tensor on crypto‑exchange reserves
Natural‑language style entropy vs. restatement probability
Eye‑tracking study on key‑audit‑matters salience
Carbon‑credit impairment timing under ASC 360
Network graph of Big 4 alumni on audit committees
Causal impact of SPAC warrant accounting change
Blockchain triple‑entry ledger experimental economics game
Policy memo on tokenized equity and IFRS fair‑value
Synthetic EDGAR dataset for differential‑privacy releases
Event study of EU CSRD on cost of debt
Real‑time fraud predictor from e‑invoice APIs
Archival test of auditor tenure vs. AI tool adoption
Field experiment on ESG score nudges to CFO guidance
Archive crawl of climate‑related shareholder proposals
Advance theory and oversight for next‑gen financial reporting.
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