---
title: "Gamification from trading apps to workplaces"
description: "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?"
url: https://scholar4ai.com/ideas/gamification-from-trading-apps-to-workplaces
markdown_url: https://scholar4ai.com/ideas/gamification-from-trading-apps-to-workplaces.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Gamification from trading apps to workplaces: Gamification appears on only 20 recent papers, split across management, finance and accounting."
date: "2026-10-26"
updated: "2026-10-26"
status: "seed"
tags: ["management", "finance", "platforms"]
keywords: ["gamification"]
---

# 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?

## 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.

## Related research activity

*The keywords this note follows, in the tracked finance, accounting, economics, management, operations research and AI journals as of 2026-10-26*

| Keyword | Papers, last 30 days | Rank | Papers per month, Oct 23 – Oct 26* | Papers, last 36 months |
|---|---:|---:|---|---:|
| gamification | 0 | – | 1, 5, 3, 1, 0, 1, 3, 2, 3, 2, 1, 2, 1, 1, 0, 2, 0, 1, 2, 3, 3, 5, 0, 0, 6, 2, 1, 1, 2, 1, 4, 4, 2, 4, 1, 1, 0 | 71 |

## 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

```bibtex
@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}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).