Volume 49 · Issue 4

Dec 1, 202516 articles

Algorithmic Social Injustices: Antecedents and Mitigations

Hüseyin Tanriverdi · John-Patrick Olatunji Akinyemi

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Dec 1, 2025pp. 1417-1448DOI: 10.25300/misq/2025/18314 ↗

Behind Privacy Labels: Data Tracking and Advertising Competition on App Platforms

Yi Gao · Meilin Gu · Dengpan Liu

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Dec 1, 2025pp. 1595-1626DOI: 10.25300/misq/2024/17880 ↗

Deductive Certainty? Exploring the Boundaries of Trust Formation in Smart Contracts on Blockchains

Daniel Obermeier · Joachim Henkel

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Dec 1, 2025pp. 1513-1538DOI: 10.25300/misq/2025/18501 ↗

Different but the Same? An Event-Driven Approach to Determine Probabilities of Data Duplication

Bernd Heinrich · Mathias Klier · Andreas Obermeier · Alexander Schiller

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Dec 1, 2025pp. 1539-1566DOI: 10.25300/misq/2025/18178 ↗

Does Bot Gender Matter? Theory and Evidence From a High-Tension Service Context

Yiting Guo · De Liu · Sean Xin Xu · Ximing Yin

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Dec 1, 2025pp. 627-1642DOI: 10.25300/misq/2025/17909 ↗

Editor’s Comments

Susan Brown

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Dec 1, 2025pp. iii-viiiDOI: 10.25300/misq/2025/494e1 ↗

Guardrails for Human-AI Ecologies: Norm-Based Coordination and Design for Predictability

Thomas Grisold · Nicholas Berente · Stefan Seidel

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Dec 1, 2025pp. 1239-1266DOI: 10.25300/misq/2025/18058 ↗

Guest Editorial

Gerald C. Kane · Maryam Alavi · Giuseppe (Joe) Labianca · Stephen P. Borgatti

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Dec 1, 2025pp. ix-xviDOI: 10.25300/misq/2025/494e2 ↗

How App Developers’ Boundary-Shifting Moves Reshape Competitive Dynamics

Hengqi Tian · Arun Rai

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Dec 1, 2025pp. 1643-1658DOI: 10.25300/misq/2025/18060 ↗

Judgmental Bot: Conversational Agents in Online Mental Health Screening

Ryan Raimi · Antino Kim · Sezgin Ayabakan · Alan R. Dennis

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Dec 1, 2025pp. 1319-1356DOI: 10.25300/misq/2025/18555 ↗

Mitigating Bias in Hate Speech Detection With a Small Number of Expert Annotations: A Prompt-Based Learning Approach

Dongjun Wei · Michael Chau · Zhepeng (Lionel) Li

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Dec 1, 2025pp. 1483-1512DOI: 10.25300/misq/2025/18416 ↗

Performance of Algorithmic Models and Sensitivity to Crowd Characteristics: Evidence from Cross-Platform Posting

Qianzhou Du · Xiaohui Zhang · Zhongju Zhang

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Dec 1, 2025pp. 1449-1482DOI: 10.25300/misq/2025/17948 ↗

RADAR: A Framework for Developing Adversarially Robust Cyber Defense AI Agents with Deep Reinforcement Learning

Reza Ebrahimi · Yidong Chai · Weifeng Li · Jason Pacheco · Hsinchun Chen

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Dec 1, 2025pp. 1385-1416DOI: 10.25300/misq/2024/17339 ↗

Real-Time Sales Data, Streamer Improvisation, and Sales Performance: Evidence From Live Stream Selling

Yumei He · Ni Huang · Lingli Wang · Yan Sun

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Dec 1, 2025pp. 1567-1594DOI: 10.25300/misq/2025/18627 ↗

The Fog of Warnings: How Non-Security-Related Notifications Diminish the Efficacy of Security Warnings

Anthony Vance · Dave Eargle · C. Brock Kirwan · Bonnie Brinton Anderson · Jeffrey L. Jenkins

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Dec 1, 2025pp. 1357-1384DOI: 10.25300/misq/2025/18531 ↗

Validity in Design Science

Kai R. Larsen · Roman Lukyanenko · Roland M. Mueller · Veda C. Storey · Jeffrey Parsons · Debra VanderMeer · Dirk S. Hovorka

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Dec 1, 2025pp. 1267-1294DOI: 10.25300/misq/2024/18064 ↗