Scholar4AI

Research ideas tagged “science”

4 research idea notes tagged “science”. 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

Gender gaps in economics and finance academia

Gender gaps and gender bias appear on 60 recent papers, and board gender diversity on 67 more, but only 13 gender papers concern academia or research. Women remain a minority among economics and finance professors and authors in top journals. Where in the pipeline do they drop out, and how do refereeing and citations treat their work?

Papers in the last 30 days — gender gap: 2 · women in science: 1

Seed

Paper mills and the integrity of the literature

Research integrity, plagiarism, research misconduct and retractions appear on 28 recent papers across the AI, finance and economics journals. Retractions have reached record numbers, and paper mills sell authorship and citations, with language models making fabrication cheaper. How much of the recent literature in these fields is affected, and can it be detected?

Papers in the last 30 days — research integrity: 2 · research misconduct: 1

Seed

Open data mandates and what gets shared

Open data, data sharing and open science appear on 121 recent papers, with 36 in the last quarter against about 26 per quarter before, spread across every tracked field. Funders and journals now require data and code, and open government data portals have multiplied. Does the shared data get reused, and do mandates change what researchers study?

Papers in the last 30 days — open data: 3 · data sharing: 2

Seed

AI in the peer review of economics and finance

Peer review, research productivity and academic writing appear on 56 recent papers across the economics and AI journals, with 17 in the last quarter against about 12 per quarter before, and 17 of them involve language models. Journals report AI-written reviews and AI-written submissions. How much of each is there, and does it change what gets published?

Papers in the last 30 days — peer review: 3 · academic writing: 1

Cite this page

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

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

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