Snapshots of Following Insiders to Outperform the Market

Quickly apply original, key PMR-published papers with Snapshots—a short article companion that distills PMR research into compressed, digestible takeaways, so you can put the paper’s core ideas to work in your investment process—fast. This Snapshot article is based on research arguing that a rules-based strategy using selected insider purchases outperformed the S&P 500 across 11 of 14 tested metrics in backtests from 2011 to 2023, including both in-sample and out-of-sample periods.

Authors

Publication Details

Journal
Practical Applications
Published
2026-08-03
DOI
https://doi.org/10.3905/snp.2026.joi.014
Primary Topic
FinTech, Crowdfunding, Digital Finance
Type
article
Field-Weighted Citation Impact
0.00
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article

Snapshots of Following Insiders to Outperform the Market

Derived from original PMR research written by Robert F. Engle and Ahmet K. Karagozoglu using AI and an editor
Practical Applications
FinTech, Crowdfunding, Digital Finance
article

Snapshots of Following Insiders to Outperform the Market

Derived from original PMR research written by Robert F. Engle and Ahmet K. Karagozoglu using AI and an editor
article en

Abstract

Quickly apply original, key PMR-published papers with Snapshots—a short article companion that distills PMR research into compressed, digestible takeaways, so you can put the paper’s core ideas to work in your investment process—fast. This Snapshot article is based on research arguing that a rules-based strategy using selected insider purchases outperformed the S&P 500 across 11 of 14 tested metrics in backtests from 2011 to 2023, including both in-sample and out-of-sample periods.

Practical Applications
Industry, innovation and infrastructure
Openalex Percentile: Top 6%
FinTech, Crowdfunding, Digital Finance
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