Information Systems: Research Area — Prolific Citations Library

Discover 3 peer-reviewed studies in Information Systems (2024–2025). Explore research findings powered by Prolific's diverse participant panel.

This page lists 3 peer-reviewed papers in the research area of Information Systems in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (3 of 3)

Taking the person seriously: Ethically aware IS research in the era of reinforcement learning-based personalization

Authors: T Greene, G Shmueli, S Ray

Year: 2025

Published in: Journal of the Association for ..., 2023 - aisel.aisnet.org

Institution: National Tsing Hua University, Copenhagen Business School

Research Area: Information Systems Ethics, Reinforcement Learning for Personalization

Discipline: Information Systems

The paper examines the ethical risks of reinforcement learning-based personalization and proposes three research directions for IS scholars to address its societal implications and inadequacies in existing regulations.

Methods: The study presents a conceptual analysis of emergent features and societal risks associated with reinforcement learning-based personalization and proposes research directions.

Key Findings: Potential harms of reinforcement learning-based personalization, such as reduced autonomy, social and political destabilization, and mass surveillance, alongside the limitations of current data protection laws.

DOI: https://aisel.aisnet.org/jais/vol24/iss6/6

Citations: 33
The effect of popularity cues and peer endorsements on assertive social media ads

Authors: A Agarwal, SY Lee

Year: 2025

Published in: Information Systems ..., 2025 - pubsonline.informs.org

Institution: University of Texas

Research Area: Information Systems, Behavioral Economics, Social Media Marketing, Advertising

Discipline: Information Systems Research, Marketing, Behavioral Science

This academic article explores a specific topic within the field of Information Systems Research.

Citations: 14
Fairness in algorithmic management: Bringing platform-workers into the fold

Authors: N Jabagi, AM Croteau, L Audebrand, J Marsan

Year: 2024

Published in: 2024 - aisel.aisnet.org

Institution: FSA ULaval, JMSB, Concordia

Research Area: Algorithmic management, Perceived fairness, Platform work, Information Systems

Discipline: Information Systems, Social Science

DOI: https://aisel.aisnet.org/hicss-57/cl/ai_and_future_work/5

Citations: 8