---
title: "Insider trading filings (Form 4): papers using it"
description: "From Nov 2023 to Oct 2026, 8 archived papers mentioned Insider trading filings (Form 4) in their title, abstract, keywords or full text, most of them in Jul 2026 (2)."
url: https://scholar4ai.com/datasets/insider-trading-filings-form-4
markdown_url: https://scholar4ai.com/datasets/insider-trading-filings-form-4.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 8 archived papers mentioned Insider trading filings (Form 4) in their title, abstract, keywords or full text, most of them in Jul 2026 (2). (as of 2026-11-05)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-05T06:02:37+09:00
window: 2026-10-07 to 2026-11-05
source: OpenAlex (CC0)
---

# Insider trading filings (Form 4)

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/4.md)

Holdings of institutional investors (13F filings) and trades by corporate insiders.

- data category: Ownership and insider trading
- 0 papers in the last 7 days
- Names searched for: Form 4 filings, Insider Filing Data, Thomson Reuters Insider

Most-used data: https://scholar4ai.com/rankings/datasets.md · All Ownership and insider trading datasets: https://scholar4ai.com/datasets/ownership-and-insider-trading.md



## Key findings

- From Nov 2023 to Oct 2026, 8 archived papers mentioned Insider trading filings (Form 4) in their title, abstract, keywords or full text, most of them in Jul 2026 (2).
- No paper of the tracked journals mentioned Insider trading filings (Form 4) in the last 30 days (2026-10-07 to 2026-11-05).
- From 2017 to 2026 (so far), Insider trading filings (Form 4) was mentioned in 8 papers in the tracked journals, most of them in accounting (4), finance (3) and economics (1).
- 2 of them were published in 2025, against 0 in 2017.
- Since 2023, the institutions with the most of these papers were Auckland University of Technology (1), Chinese University of Hong Kong, Shenzhen (1) and Duke University (1).
- The journals publishing most of them were Review of Accounting Studies (2), Journal of Accounting and Economics (1) and The British Accounting Review (1).
- The most-cited of them is “New product announcements, innovation disclosure, and future firm performance” (Review of Accounting Studies, 2024), with 35 citations.

## Mentions over 36 months

*Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts, keywords and full texts)*

| Trend | Nov 23–Oct 24 | Nov 24–Oct 25 | Nov 25–Oct 26 | 36 months |
|---|---:|---:|---:|---:|
|  | 2 | 4 | 2 | 8 |

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| All categories | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 2 | 2 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Review of Accounting Studies](https://scholar4ai.com/journals/review-of-accounting-studies.md) | 2 |
| 2 | [Journal of Accounting and Economics](https://scholar4ai.com/journals/journal-of-accounting-and-economics.md) | 1 |
| 3 | [The British Accounting Review](https://scholar4ai.com/journals/the-british-accounting-review.md) | 1 |
| 4 | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | 1 |
| 5 | [Journal of Corporate Finance](https://scholar4ai.com/journals/journal-of-corporate-finance.md) | 1 |
| 6 | [Global Finance Journal](https://scholar4ai.com/journals/global-finance-journal.md) | 1 |
| 7 | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 1 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | Auckland University of Technology | 1 |
| 2 | [Chinese University of Hong Kong, Shenzhen](https://scholar4ai.com/institutions/chinese-university-of-hong-kong-shenzhen.md) | 1 |
| 3 | [Duke University](https://scholar4ai.com/institutions/duke-university.md) | 1 |
| 4 | [Edith Cowan University](https://scholar4ai.com/institutions/edith-cowan-university.md) | 1 |
| 5 | [Erasmus University Rotterdam](https://scholar4ai.com/institutions/erasmus-university-rotterdam.md) | 1 |
| 6 | [George Mason University](https://scholar4ai.com/institutions/george-mason-university.md) | 1 |
| 7 | La Trobe University | 1 |
| 8 | [Lancaster University](https://scholar4ai.com/institutions/lancaster-university.md) | 1 |
| 9 | Massey University | 1 |
| 10 | [Peking University](https://scholar4ai.com/institutions/peking-university.md) | 1 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | China | 3 |
| 2 | United States | 3 |
| 3 | Australia | 2 |
| 4 | United Kingdom | 2 |
| 5 | Hong Kong | 1 |
| 6 | Netherlands | 1 |
| 7 | New Zealand | 1 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [corporate governance](https://scholar4ai.com/keywords/corporate-governance.md) | 3 |
| 2 | [information asymmetry](https://scholar4ai.com/keywords/information-asymmetry.md) | 2 |
| 3 | insider trading | 2 |
| 4 | [institutional investors](https://scholar4ai.com/keywords/institutional-investors.md) | 2 |
| 5 | 10-K filings | 1 |
| 6 | CSR performance | 1 |
| 7 | adverse selection | 1 |
| 8 | automated fraud detection | 1 |
| 9 | bid-ask spread | 1 |
| 10 | climate extremes | 1 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 35 | 1.1 | [New product announcements, innovation disclosure, and future firm performance](https://doi.org/10.1007/s11142-024-09820-0) | [Review of Accounting Studies](https://scholar4ai.com/journals/review-of-accounting-studies.md) | 2024-02-15 | Jenny Chu, Yuan He, Kai Wai Hui et al. |
| 2 | 7 | 0.3 | [Insider trading and climate disasters](https://doi.org/10.1016/j.gfj.2024.101024) | [Global Finance Journal](https://scholar4ai.com/journals/global-finance-journal.md) | 2024-08-02 | Rui Ma, Ben R. Marshall, Hung T. Nguyen et al. |
| 3 | 7 | 0.3 | [Corporate social responsibility and insider horizon](https://doi.org/10.1016/j.jcorpfin.2024.102696) | [Journal of Corporate Finance](https://scholar4ai.com/journals/journal-of-corporate-finance.md) | 2024-11-15 | Mark B. Shackleton, Yaqiong Yao, Ziran Zuo |
| 4 | 3 | 0.2 | [Equity-based compensation and the timing of share repurchases: the role of the corporate calendar](https://doi.org/10.1016/j.jacceco.2025.101798) | [Journal of Accounting and Economics](https://scholar4ai.com/journals/journal-of-accounting-and-economics.md) | 2025-04-25 | Ingolf Dittmann A, Amy Yazhu Li, Stefan Obernberger et al. |
| 5 | 3 | 0.2 | [A Random Forest Approach to Detect and Identify Unlawful Insider Trading](https://doi.org/10.1007/s10614-025-10993-2) | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | 2025-06-03 | Krishna Neupane, Igor Griva |

## Cite this page

Scholar4AI. (2026). Insider trading filings (Form 4). Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/insider-trading-filings-form-4

```bibtex
@misc{scholar4ai-datasets-insider-trading-filings-form-4,
  author = {{Scholar4AI}},
  title = {Insider trading filings (Form 4)},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/insider-trading-filings-form-4}},
  urldate = {2026-11-05},
  note = {Journal and Conference 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/).