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Who is the Expert? Reconciling Algorithm Aversion and Algorithm Appreciation in AI-Supported Decision Making
16 references·13 citing·42 second hop
Who is the Expert? Reconciling Algorithm Aversion and Algorithm Appreciation in AI-Supported Decision Making (2021)Who is the Expert? Reconciling Algorithm …Why are we averse towards Algorithms? A comprehensive literature Review on Algorithm aversion (2020)Why are we averse towards Alg…Watch Me Improve—Algorithm Aversion and Demonstrating the Ability to Learn (2020)Watch Me Improve—Algorithm Av…In AI we trust? Perceptions about automated decision-making by artificial intelligence (2020)In AI we trust? Perceptions a…The Principles and Limits of Algorithm-in-the-Loop Decision Making (2019)The Principles and Limits of …Human Decision Making with Machine Assistance (2019)Human Decision Making with Ma…Algorithm appreciation: People prefer algorithmic to human judgment (2019)Algorithm appreciation: Peopl…A systematic review of algorithm aversion in augmented decision making (2019)A systematic review of algori…My Friends, Editors, Algorithms, and I (2018)My Friends, Editors, Algorith…Understanding algorithm aversion: When is advice from automation discounted? (2017)Understanding algorithm avers…Overcoming Algorithm Aversion: People Will Use Imperfect Algorithms If They Can (Even Slightly) Modify Them (2016)Overcoming Algorithm Aversion…Algorithm Aversion: People Erroneously Avoid Algorithms after Seeing Them Err (2014)Algorithm Aversion: People Er…The relative influence of advice from human experts and statistical methods on forecast adjustments (2009)The relative influence of adv…Persuasiveness of expert systems (1998)Persuasiveness of expert syst…Conceptualizing and Measuring a Power/Interaction Model of Interpersonal Influence1 (1998)Conceptualizing and Measuring…Cueing and Cognitive Conflict in Judge-Advisor Decision Making (1995)Cueing and Cognitive Conflict…Leadership in Organizations (1981)Leadership in OrganizationsPerceived credibility and social competence of chatbots in mental health apps and the influence of algorithm literacy (2026)Perceived credibility and soc…Overconfidence, gender, and authority attribution in algorithmic versus human advice: A cognitive perspective on compliance (2025)Overconfidence, gender, and a…On preferring people to algorithms (2025)On preferring people to algor…Adaption and validation of the algorithm aversion scale and its relationship with neuroticism and trust (2025)Adaption and validation of th…The impact of text topic and assumed human vs. AI authorship on competence and quality assessment (2024)The impact of text topic and …Government regulation or industry self-regulation of AI? Investigating the relationships between uncertainty avoidance, people’s AI risk perceptions, and their regulatory preferences in Europe (2024)Government regulation or indu…AI-induced indifference: Unfair AI reduces prosociality (2024)AI-induced indifference: Unfa…Overcoming Algorithm Aversion: A Comparison between Process and Outcome Control (2023)Overcoming Algorithm Aversion…Offloading under cognitive load: Humans are willing to offload parts of an attentionally demanding task to an algorithm (2023)Offloading under cognitive lo…Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems (2023)Knowing About Knowing: An Ill…Exploring Trust With the AI Incident Database (2023)Exploring Trust With the AI I…Effective human–AI work design for collaborative decision-making (2022)Effective human–AI work desig…On the (Non-)Reliance on Algorithms - A Decision-Theoretic Account (2021)On the (Non-)Reliance on Algo…The psychology of interpersonal relations. (1958)The Norm of Reciprocity: A Preliminary Statement (1960)Communication and Persuasion (1986)Tax authorities' interaction with taxpayers: A conception of compliance in social dilemmas by power and trust (2015)The Motivated Gatekeeper of Our Minds (2015)Researching rudeness: The past, present, and future of the science of incivility. (2017)Judgment under Uncertainty: Heuristics and Biases (1974)Judgment under Uncertainty: Heuristics and Biases (1975)Agency Theory: An Assessment and Review (1989)Are MCDM methods useful? A critical review of Analytic Hierarchy Process (AHP) and Analytic Network Process (ANP) (2019)Human-machine collaboration in managerial decision making (2021)The wisdom of crowds: why the many are smarter than the few and how collective wisdom shapes business, economies, societies and nations (2004)The trouble with overconfidence. (2008)Human Decisions and Machine Predictions (2017)Understanding perception of algorithmic decisions: Fairness, trust, and emotion in response to algorithmic management (2018)Trust in Automation: Designing for Appropriate Reliance (2004)Strictly Proper Scoring Rules, Prediction, and Estimation (2007)The flaws of policies requiring human oversight of government algorithms (2022)Three Challenges for AI-Assisted Decision-Making (2023)Towards a Science of Human-AI Decision Making: An Overview of Design Space in Empirical Human-Subject Studies (2023)Judgment under Uncertainty (1982)A perspective on judgment and choice: Mapping bounded rationality. (2003)Nudge: improving decisions about health, wealth, and happiness (2008)Algorithmic management in a work context (2021)What influences algorithmic decision-making? A systematic literature review on algorithm aversion (2021)Forecasting: theory and practice (2022)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (2016)The General Attitudes towards Artificial Intelligence Scale (GAAIS): Confirmatory Validation and Associations with Personality, Corporate Distrust, and General Trust (2022)Trust in AI: progress, challenges, and future directions (2024)The robust beauty of improper linear models in decision making. (1979)The affect heuristic in judgments of risks and benefits (2000)Automation, Algorithms, and Beyond: Why Work Design Matters More Than Ever in a Digital World (2019)Human Trust in Artificial Intelligence: Review of Empirical Research (2020)Preference and belief: Ambiguity and competence in choice under uncertainty (1991)Algorithms at Work: The New Contested Terrain of Control (2019)Personality and leadership: A qualitative and quantitative review. (2002)Authentic leadership development: Getting to the root of positive forms of leadership (2005)Ethical leadership: A social learning perspective for construct development and testing (2005)Informational Influence in Organizations: An Integrated Approach to Knowledge Adoption (2003)Group Performance and Decision Making (2004)Teams in Organizations: From Input-Process-Output Models to IMOI Models (2004)
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References

  • 1981Leadership in Organizations5,252 cited
  • 2014Algorithm Aversion: People Erroneously Avoid Algorithms after Seeing Them Err3,203 cited
  • 2019Algorithm appreciation: People prefer algorithmic to human judgment2,045 cited
  • 2016Overcoming Algorithm Aversion: People Will Use Imperfect Algorithms If They Can (Even Slightly) Modify Them1,225 cited
  • 2020In AI we trust? Perceptions about automated decision-making by artificial intelligence1,036 cited
  • 2019A systematic review of algorithm aversion in augmented decision making809 cited
  • 1995Cueing and Cognitive Conflict in Judge-Advisor Decision Making429 cited
  • 1998Conceptualizing and Measuring a Power/Interaction Model of Interpersonal Influence1395 cited
  • 2019The Principles and Limits of Algorithm-in-the-Loop Decision Making386 cited
  • 2009The relative influence of advice from human experts and statistical methods on forecast adjustments341 cited
  • 2017Understanding algorithm aversion: When is advice from automation discounted?308 cited
  • 2018My Friends, Editors, Algorithms, and I277 cited
  • 2020Watch Me Improve—Algorithm Aversion and Demonstrating the Ability to Learn183 cited
  • 1998Persuasiveness of expert systems161 cited
  • 2020

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Why are we averse towards Algorithms? A comprehensive literature Review on Algorithm aversion
156 cited
  • 2019Human Decision Making with Machine Assistance113 cited
  • Cited by

    • 2023Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems104 cited
    • 2022Effective human–AI work design for collaborative decision-making85 cited
    • 2023Offloading under cognitive load: Humans are willing to offload parts of an attentionally demanding task to an algorithm49 cited
    • 2024Government regulation or industry self-regulation of AI? Investigating the relationships between uncertainty avoidance, people’s AI risk perceptions, and their regulatory preferences in Europe29 cited
    • 2023Overcoming Algorithm Aversion: A Comparison between Process and Outcome Control21 cited
    • 2024The impact of text topic and assumed human vs. AI authorship on competence and quality assessment17 cited
    • 2024AI-induced indifference: Unfair AI reduces prosociality16 cited
    • 2023Exploring Trust With the AI Incident Database13 cited
    • 2025Adaption and validation of the algorithm aversion scale and its relationship with neuroticism and trust10 cited
    • 2025Overconfidence, gender, and authority attribution in algorithmic versus human advice: A cognitive perspective on compliance2 cited
    • 2025On preferring people to algorithms2 cited
    • 2021On the (Non-)Reliance on Algorithms - A Decision-Theoretic Account2 cited
    • 2026Perceived credibility and social competence of chatbots in mental health apps and the influence of algorithm literacy1 cited