---
title: "Robo-voting and proxy advisors (research idea)"
description: "Fund families now vote at thousands of shareholder meetings a year, and many follow proxy advisors' recommendations almost automatically. Yet only 9 recent papers in the archive carry a shareholder-voting or proxy-advisor keyword, none of them about funds. Does robo-voting decide close votes, and has pass-through voting changed that?"
url: https://scholar4ai.com/ideas/robo-voting-and-proxy-advisors
markdown_url: https://scholar4ai.com/ideas/robo-voting-and-proxy-advisors.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Robo-voting and proxy advisors (research idea): Fund families now vote at thousands of shareholder meetings a year, and many follow proxy advisors' recommendations almost automatically."
date: "2026-10-23"
updated: "2026-10-23"
status: "seed"
tags: ["finance", "governance"]
keywords: ["shareholder voting", "proxy advisors"]
---

# Robo-voting and proxy advisors

Fund families now vote at thousands of shareholder meetings a year, and many follow proxy advisors' recommendations almost automatically. Yet only 9 recent papers in the archive carry a shareholder-voting or proxy-advisor keyword, none of them about funds. Does robo-voting decide close votes, and has pass-through voting changed that?

## What prompted this

Since October 2025, only 9 papers carry a proxy-advisor, shareholder-voting or proxy-voting keyword (4 in economics journals, 2 in accounting, 2 in finance, 1 in management), and none of them carries a passive-fund, index-fund, institutional-investor, mutual-fund or robo keyword. Board composition, by contrast, is one of the fastest-growing keywords across all journals ([trends page](/trends)).

## Questions

- How often do funds vote exactly as a proxy advisor recommends, within hours of the recommendation, and does that decide close votes?
- Do companies change their proposals to win the advisors' support?
- Has pass-through voting, which lets fund investors choose how their shares are voted, changed outcomes?

## Data that could help

Fund voting records (Form N-PX filings, ISS Voting Analytics), proxy advisors' recommendations, vote results and meeting dates.

## Next step

From N-PX filings, compute for each fund family the share of votes cast as ISS recommended and the time between the recommendation and the vote.

## 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 |
|---|---:|---:|---|---:|
| shareholder voting | 0 | – | 1, 0, 0, 0, 1, 2, 0, 0, 0, 1, 0, 0, 1, 1, 0, 1, 1, 0, 0, 0, 1, 0, 1, 0, 1, 1, 0, 1, 1, 1, 0, 1, 0, 2, 0, 0, 0 | 19 |
| proxy advisors | 0 | – | 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0 | 5 |

## Cite this page

Scholar4AI. (2026). Robo-voting and proxy advisors. Journal Research Rankings. Retrieved October 23, 2026, from https://scholar4ai.com/ideas/robo-voting-and-proxy-advisors

```bibtex
@misc{scholar4ai-ideas-robo-voting-and-proxy-advisors,
  author = {{Scholar4AI}},
  title = {Robo-voting and proxy advisors},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/ideas/robo-voting-and-proxy-advisors}},
  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/).