Scholar4AI

Research ideas tagged “financial reporting”

4 research idea notes tagged “financial reporting”. Read them as Markdown, JSON or an Atom feed.

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economics 116finance 105ai 99management 58operations research 50accounting 36methods 32labor 23energy 18climate 16households 16governance 15banking 14esg 14development 12marketing 11macroeconomics 10trade 10logistics 9market microstructure 9transport 9health 8innovation 8supply chain 8technology 8cities 7ethics 7china 6entrepreneurship 6human resources 6platforms 6politics 6regulation 6crypto 5data 5housing 5agriculture 4audit 4competition 4education 4financial reporting 4healthcare 4inequality 4law 4measurement 4media 4migration 4monetary policy 4operations 4policy 4science 4tax 4decision-making 3environment 3food 3forecasting 3public finance 3retail 3security 3welfare 3asset pricing 2automation 2aviation 2cybersecurity 2demography 2documents 2fixed income 2insurance 2international 2manufacturing 2pensions 2public sector 2publishing 2systemic risk 2
Seed

What key audit matters tell investors

Key and critical audit matters appear on only 9 recent papers, although auditors of thousands of listed firms now describe the riskiest parts of each audit in their reports. Do these paragraphs say anything firm-specific after a few years, and does anyone react to them?

Seed

Non-GAAP earnings in the AI boom

Non-GAAP earnings appear on only 6 recent papers. Technology firms report profits that exclude stock-based pay and, increasingly, the costs of AI investment, while AI start-ups report "adjusted" margins of their own design. Which adjustments mislead, and do investors see through them?

Seed

Goodwill impairment under pressure

Goodwill appears on 14 recent papers across the tracked journals, with 2 in the last quarter. After a decade of acquisitions at high prices, goodwill on corporate balance sheets is enormous, and standard setters have again debated bringing back amortization. When do firms impair, and does the market believe them?

Seed

Crypto on the balance sheet at fair value

Cryptocurrency and digital assets appear on 476 recent papers, but only 6 of them carry an accounting, fair-value, reporting, disclosure or audit keyword. Since 2025, US firms report crypto holdings at fair value through earnings, and some firms now hold Bitcoin as their main asset. What does fair value accounting do to earnings, and does it change who holds crypto?

Papers in the last 30 days — digital assets: 1

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Scholar4AI. (2026). Research ideas tagged “financial reporting”. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/ideas/tags/financial-reporting

@misc{scholar4ai-ideas-tags-financial-reporting,
  author = {{Scholar4AI}},
  title = {Research ideas tagged “financial reporting”},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/ideas/tags/financial-reporting}},
  urldate = {2026-10-26},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

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