---
title: "Robotaxis and the ride-hailing market (research idea)"
description: "Ride-hailing and ride-sharing appear on 62 recent papers, mostly in operations research, and 11 of them carry an autonomous-vehicle keyword, with robotaxis on 3. Driverless taxis now operate commercially in several cities. What happens to prices, waiting times and drivers' earnings where they compete with human-driven rides?"
url: https://scholar4ai.com/ideas/robotaxis-and-ride-hailing
markdown_url: https://scholar4ai.com/ideas/robotaxis-and-ride-hailing.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Robotaxis and the ride-hailing market (research idea): Ride-hailing and ride-sharing appear on 62 recent papers, mostly in operations research, and 11 of them carry an autonomous-vehicle keyword, with robotaxis on 3."
date: "2026-10-23"
updated: "2026-10-23"
status: "seed"
tags: ["operations research", "transport", "labor"]
keywords: ["ride-hailing", "robotaxis", "autonomous vehicles"]
---

# Robotaxis and the ride-hailing market

Ride-hailing and ride-sharing appear on 62 recent papers, mostly in operations research, and 11 of them carry an autonomous-vehicle keyword, with robotaxis on 3. Driverless taxis now operate commercially in several cities. What happens to prices, waiting times and drivers' earnings where they compete with human-driven rides?

## What prompted this

Since October 2025, 62 papers carry a ride-hailing, ride-sharing, mobility-on-demand or taxi keyword (37 in operations research journals, 13 in economics): "ride-hailing" on 24, "ride-hailing platforms" on 14, "ride-sharing" on 13, "taxi drivers" on 3, "robotaxis" on 3. Eleven of the 62 also carry an autonomous, driverless, self-driving or robotaxi keyword; "autonomous vehicles" appears on 64 papers in the archive, mostly in AI journals.

## Questions

- In cities where robotaxis operate at scale, did ride prices and waiting times fall, and did human drivers' hours and earnings decline?
- Do robotaxis take the dense, profitable trips and leave the rest to drivers, and does that change the economics of the platforms?
- How do the fleet-sizing and dispatch models that assume all-autonomous fleets perform in mixed markets?

## Data that could help

Trip-level data released by city regulators (as in San Francisco and Chicago), robotaxi service areas and launch dates, and driver earnings surveys.

## Next step

Compare ride-hailing trip prices, waiting times and driver hours in the parts of a city where robotaxis operate with the parts where they do not, before and after launch.

## 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 |
|---|---:|---:|---|---:|
| ride-hailing | 3 | #776 | 2, 3, 2, 4, 1, 2, 3, 2, 3, 3, 4, 4, 3, 6, 2, 4, 4, 2, 3, 2, 3, 9, 3, 2, 6, 3, 3, 4, 6, 4, 5, 2, 4, 5, 3, 2, 3 | 123 |
| robotaxis | 1 | #2881 | 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 1 | 5 |
| autonomous vehicles | 9 | #149 | 7, 10, 6, 7, 8, 11, 8, 8, 10, 6, 13, 13, 6, 8, 7, 10, 10, 11, 8, 9, 8, 8, 8, 10, 8, 9, 7, 7, 12, 13, 7, 9, 12, 8, 15, 8, 9 | 325 |

## Cite this page

Scholar4AI. (2026). Robotaxis and the ride-hailing market. Journal Research Rankings. Retrieved October 23, 2026, from https://scholar4ai.com/ideas/robotaxis-and-ride-hailing

```bibtex
@misc{scholar4ai-ideas-robotaxis-and-ride-hailing,
  author = {{Scholar4AI}},
  title = {Robotaxis and the ride-hailing market},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/ideas/robotaxis-and-ride-hailing}},
  urldate = {2026-10-23},
  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/).