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Researcher-in-the-Loop

Researcher-in-the-Loop

Generative AI and agentic systems are changing how research is done, and, I would like to believe, for the better. However, I increasingly see an important danger in delegating too much to CLI agents and other AI tools. That danger has made me cautious, leading to a particular setup philosophy I increasingly follow.

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Victor van Pelt
• July 13, 2026
The Fall of Constantinople for Amazon's Mechanical Turks?

The Fall of Constantinople for Amazon's Mechanical Turks?

While the Ottoman Turks caused turmoil in the late Middle Ages and the Age of Reformation, Amazon’s Mechanical Turks are causing a turmoil in experimental research at this moment. While early studies documented that Amazon’s Mechanical Turk participants were valid proxies for experimental accounting research, there are increasing concerns about the quality of Amazon’s Mechanical Turk (MTurk) data.

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Christian Peters
• May 8, 2024
Using LLMs and ChatGPT in oTree experiments

Using LLMs and ChatGPT in oTree experiments

The oTree community has put together a useful oTree app. It allows participants to chat with ChatGPT through OpenAI's API. The app itself uses prompts so ChatGPT takes on a character or personality for participants to chat with. However, the possibilities and use-cases for experimental research are endless

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Victor van Pelt
• July 18, 2023
Why you shouldn't trust mediation as process evidence

Why you shouldn't trust mediation as process evidence

Mediation is widely used in experimental accounting to obtain process evidence. The primary benefits of mediation are its low cost and easy integration. However, it has a hidden cost that weakens its effectiveness as process evidence. This post explains why it's the least effective method and suggests two better alternatives.

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Victor van Pelt
• April 11, 2023
How to prevent bots and farms from taking over and ruining your online experiment

How to prevent bots and farms from taking over and ruining your online experiment

In this post, I share simple techniques to filter participants before they take part in your online experiment. These techniques filter bots and participants using automated scripts plus participants who fake their geolocation using VPN/VPS, proxies, and server farms.

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Victor van Pelt
• December 23, 2022
Analyzing learning rates (pt. 2): Two approaches

Analyzing learning rates (pt. 2): Two approaches

Do you want to learn how to analyze learning? In this second post of a two-part series, Jake Zureich discusses two approaches when comparing learning curves.

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Jake Zureich
• May 15, 2022
Replications can help improve relevance of accounting experiments

Replications can help improve relevance of accounting experiments

Both replications and practical relevance are awkward discussion topics for most experimental accounting researchers. Yet, replications offer a concrete way to address concerns we may have about the 'practical relevance' of experimental findings.

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Jesse van der Geest
• May 3, 2022
Why We Ignore Free-form Communication and Why We Shouldn't

Why We Ignore Free-form Communication and Why We Shouldn't

People in workplace settings can typically communicate freely with each other, but many experiments scale communication down to a restricted form. Should we maintain this status quo or is there room for free-form communication? Read this post by Farah Arshad and Cardin Masselink to find out more.

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Farah Arshad
• February 7, 2022
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