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SeedPublished 2026-10-26

Gamification from trading apps to workplaces

Gamification appears on only 20 recent papers, split across management, finance and accounting. Confetti on a trading app, points for saving, badges at work: the same design tricks are used to make people trade, save, learn and work more. Which uses help the people they are aimed at, and which only help the platform?

managementfinanceplatforms

What prompted this#

Since October 2025, "gamification" appears on 20 papers (11 in management journals, 4 in finance, 3 in accounting). Half of them concern trading, investing, financial literacy, learning or work engagement. Regulators have questioned "digital engagement practices" on trading apps, while employers adopt gamified training and sales targets.

Questions#

  • When a trading app removes game-like features, do its users trade less, take less risk and earn more?
  • Do gamified savings and pension apps raise saving for people who saved too little, or mostly for those who already saved?
  • At work, does gamification raise effort for long, or does it wear off and crowd out intrinsic motivation?

Data that could help#

Brokerage account data around design changes, savings app data with randomized features, and workplace experiments with gamified incentives.

Next step#

Find a trading or savings app design change (a feature removed or added) and compare user behaviour before and after with a difference-in-differences design.

The keywords this note follows, in the tracked finance, accounting, economics, management, operations research and AI journals as of 2026-10-26
KeywordPapers, last 30 daysRankPapers per month, Oct 23 – Oct 26*Papers, last 36 months
gamification0–71

Markdown version of this note: /ideas/gamification-from-trading-apps-to-workplaces.md

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Cite this page

Scholar4AI. (2026). Gamification from trading apps to workplaces. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/ideas/gamification-from-trading-apps-to-workplaces

@misc{scholar4ai-ideas-gamification-from-trading-apps-to-workplaces,
  author = {{Scholar4AI}},
  title = {Gamification from trading apps to workplaces},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/ideas/gamification-from-trading-apps-to-workplaces}},
  urldate = {2026-10-26},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

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