Michigan State University Papers

Browse 3 peer-reviewed papers from Michigan State University spanning Explainable AI (XAI), Human-AI Teaming (2021–2024). Research powered by Prolific's high-quality participant data.

This page lists 3 peer-reviewed papers from researchers at Michigan State University in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (3 of 3)

I know this looks bad, but I can explain: Understanding when AI should explain actions in human-AI teams

Authors: R Zhang, C Flathmann, G Musick, B Schelble

Year: 2024

Published in: ACM Transactions on ..., 2024 - dl.acm.org

Institution: North Carolina State University, University of North Carolina at Charlotte, University of Georgia, University of Michigan

Research Area: Explainable AI (XAI), Human-AI Teaming, Human-Computer Interaction

Discipline: Robotics, Artificial Intelligence

Explored how AI explanations impact human trust and team effectiveness in human-AI teams, finding that explanations increase trust when AI disobeys orders but reduce trust when AI lies, with individual characteristics influencing these perceptions.

Methods: Conducted an online experiment analyzing participant responses to scenarios where AI explained its actions within a teamwork context, comparing trust in AI versus human teammates.

Key Findings: Impact of AI explanations on human trust, team effectiveness, and how these vary with teammate identity (human or AI) and participant characteristics (e.g., gender, ethical framework).

DOI: https://doi.org/10.1145/3635474

Citations: 28

Sample Size: 156
Family Stress Processes Underlying COVID-19–Related Economic Insecurity for Mothers and Fathers and Children's Internalizing Behaviour Problems

Authors: Joyce Y. Lee, Shawna J. Lee, Sehun Oh, Amy Xu, Angelise Radney, Christina M. Rodriguez

Year: 2024

Published in: Wiley

Institution: Old Dominion University, The Ohio State University, University of Michigan

Research Area: Family Stress Model, Child Psychology

Discipline: Social Science
Are we all in this together?": Brand opportunism in covid-19 cause related marketing and the moderating role of consumer skepticism

Authors: J Yang, J Mundel

Year: 2021

Published in: Journal of Promotion Management, 2021 - Taylor & Francis

Institution: Michigan State University

Research Area: Cause-related Marketing, Consumer Skepticism, Consumer Attitude

Discipline: Marketing

DOI: https://doi.org/10.1080/10496491.2021.1888181

Citations: 37