--- title: "Research ideas tagged health" description: "8 research idea notes tagged “health”." url: https://scholar4ai.com/ideas/tags/health markdown_url: https://scholar4ai.com/ideas/tags/health.md license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/) share_text: "8 research idea notes tagged “health”." --- # Research ideas tagged “health” 8 research idea notes tagged “health”. - [Mental health and the labour market](https://scholar4ai.com/ideas/mental-health-and-the-labour-market.md) (2026-10-26, seed): Mental health, depression and anxiety appear on 238 recent papers, but most are economics papers on causes or AI papers that detect depression; only 22 carry an employment, earnings or labour-market keyword. Mental-health conditions are now a leading cause of work incapacity in many countries. What do they cost in jobs and earnings, and what brings people back? Tags: economics, health, labor. - [The missing economics of medical AI](https://scholar4ai.com/ideas/the-missing-economics-of-medical-ai.md) (2026-10-23, seed): Clinical decision support appears on 94 recent papers and medical image segmentation on 188, among more than 1,300 medical AI papers in the AI journals, but only 65 of all medical papers carry a cost, reimbursement, deployment or workflow keyword, and cost-effectiveness appears on 27 papers in the whole archive. Which medical AI tools pay for themselves, and for whom? Tags: ai, health, economics. - [Social media and adolescents, measured](https://scholar4ai.com/ideas/social-media-and-adolescents.md) (2026-10-23, seed): Social media appears on 402 recent papers across the tracked journals, mostly as text data in AI and management research; only 18 carry a mental-health, adolescent, well-being or children keyword. Several countries are banning social media for under-16s. What does the evidence actually show, and what will the bans reveal? Tags: economics, health, technology. - [Sin taxes on sugar, alcohol and tobacco](https://scholar4ai.com/ideas/sin-taxes.md) (2026-10-23, seed): Alcohol consumption, tobacco control and excise taxes appear on 46 recent papers in the economics journals, with 17 in the last quarter against about 9 per quarter before. Sugar taxes have spread to more than 100 jurisdictions and alcohol taxes are being rewritten. Do the taxes change health, and who bears them? Tags: economics, health, tax. - [Private equity in nursing homes](https://scholar4ai.com/ideas/private-equity-in-nursing-homes.md) (2026-10-23, seed): Private equity is a small but rising keyword in the finance journals, and only 2 of 22 recent private-equity papers touch health care. Private equity firms now own a large share of nursing homes and physician practices in several countries. Do their cost cuts show up in quality of care, and who pays? Tags: finance, health, governance. - [Who will do the caring?](https://scholar4ai.com/ideas/long-term-care-workforce.md) (2026-10-23, seed): Elderly care, long-term care insurance and informal care appear on 75 recent papers, with 22 in the last quarter against about 17 per quarter before, and 24 carry a labour, worker or immigration keyword. Ageing countries need millions more care workers. Does paying more bring them, does immigration fill the gap, and what do robots change? Tags: economics, health, labor. - [Weight-loss drugs and the economy around them](https://scholar4ai.com/ideas/glp1-drugs-and-the-economy.md) (2026-10-23, seed): Obesity appears on 15 recent papers in the economics journals and GLP-1 receptor agonists on 2. Tens of millions of people now take drugs that cut appetite. What happens to food demand, health spending, labour supply and the firms that sell what people stop buying? Tags: economics, health, households. - [Air pollution and the quality of decisions](https://scholar4ai.com/ideas/air-pollution-and-cognition.md) (2026-10-23, seed): Air pollution and PM2.5 appear on 213 recent papers, but only 33 of them carry a cognition, productivity, decision-making, education, mental-health or worker keyword, and "cognitive performance" on 5. Pollution affects brains as well as lungs. How much do bad-air days cost in exam scores, work errors and bad investment decisions? Tags: economics, health, environment. ## Cite this page Scholar4AI. (2026). Research ideas tagged “health”. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/ideas/tags/health ```bibtex @misc{scholar4ai-ideas-tags-health, author = {{Scholar4AI}}, title = {Research ideas tagged “health”}, year = {2026}, howpublished = {\url{https://scholar4ai.com/ideas/tags/health}}, urldate = {2026-10-26}, note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0} } ``` License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).