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Me vs. the machine? Subjective evaluations of human- and AI-generated advice
14 references·4 citing·43 second hop
Me vs. the machine? Subjective evaluations of human- and AI-generated advice (2025)Me vs. the machine? Subjective evaluation…The usefulness of ChatGPT for psychotherapists and patients (2024)The usefulness of ChatGPT for…A Simple Explanation Reconciles “Algorithm Aversion” and “Algorithm Appreciation”: Hypotheticals vs. Real Judgments (2024)A Simple Explanation Reconcil…Human favoritism, not AI aversion: People’s perceptions (and bias) toward generative AI, human experts, and human–GAI collaboration in persuasive content generation (2023)Human favoritism, not AI aver…Preference for human, not algorithm aversion (2022)Preference for human, not alg…Algorithm appreciation: People prefer algorithmic to human judgment (2019)Algorithm appreciation: Peopl…Human Decisions and Machine Predictions (2017)Human Decisions and Machine P…Overcoming Algorithm Aversion: People Will Use Imperfect Algorithms If They Can (Even Slightly) Modify Them (2016)Overcoming Algorithm Aversion…The wisdom of select crowds. (2014)The wisdom of select crowds.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…What is Social Comparison and How Should We Study it? (1996)What is Social Comparison and…When comparisons arise. (1995)When comparisons arise.Theory and research concerning social comparisons of personal attributes. (1989)Theory and research concernin…A Theory of Social Comparison Processes (1954)A Theory of Social Comparison…The impact of generative AI on social media: an experimental study (2026)The impact of generative AI o…AI aversion? Effects of author disclosure on young people’s perceptions of mental health advice (2026)AI aversion? Effects of autho…The Effectiveness of Life Insurance Sales Force Training: Welcome “Me and AI” (2025)The Effectiveness of Life Ins…Research on Influencing Factors of Users’ Willingness to Adopt GAI for Collaborative Decision-Making in Generative Artificial Intelligence Context (2025)Research on Influencing Facto…A study of normative and informational social influences upon individual judgment. (1955)Judgment under Uncertainty: Heuristics and Biases (1975)The wisdom of crowds: why the many are smarter than the few and how collective wisdom shapes business, economies, societies and nations (2004)Determinants and Measurement of Climate Change Risk Perception, Worry, and Concern (2016)The gateway belief model: A large-scale replication (2019)Scaling up fact-checking using the wisdom of crowds (2021)The psychology of interpersonal relations. 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(2004)Judgment under Uncertainty: Heuristics and Biases (1974)Agency Theory: An Assessment and Review (1989)Understanding algorithm aversion: When is advice from automation discounted? (2017)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)Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends? (1980)Racial Bias in Bail Decisions* (2018)Machine learning and human capital complementarities: Experimental evidence on bias mitigation (2020)Using machine learning to detect misstatements (2020)The trouble with overconfidence. (2008)Understanding perception of algorithmic decisions: Fairness, trust, and emotion in response to algorithmic management (2018)In AI we trust? Perceptions about automated decision-making by artificial intelligence (2020)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)Forecasting: theory and practice (2022)Preference and belief: Ambiguity and competence in choice under uncertainty (1991)Algorithms at Work: The New Contested Terrain of Control (2019)Experimental manipulations of self-affirmation: A systematic review (2006)Who compares and despairs? The effect of social comparison orientation on social media use and its outcomes (2015)
this work references cited by second hop

References

  • 1954A Theory of Social Comparison Processes20,836 cited
  • 2014Algorithm Aversion: People Erroneously Avoid Algorithms after Seeing Them Err3,203 cited
  • 2019Algorithm appreciation: People prefer algorithmic to human judgment2,045 cited
  • 1989Theory and research concerning social comparisons of personal attributes.1,955 cited
  • 2016Overcoming Algorithm Aversion: People Will Use Imperfect Algorithms If They Can (Even Slightly) Modify Them1,225 cited
  • 2017Human Decisions and Machine Predictions1,039 cited
  • 1995When comparisons arise.722 cited
  • 1996What is Social Comparison and How Should We Study it?697 cited
  • 2009The relative influence of advice from human experts and statistical methods on forecast adjustments341 cited
  • 2014The wisdom of select crowds.265 cited
  • 2023Human favoritism, not AI aversion: People’s perceptions (and bias) toward generative AI, human experts, and human–GAI collaboration in persuasive content generation179 cited
  • 2022Preference for human, not algorithm aversion92 cited
  • 2024The usefulness of ChatGPT for psychotherapists and patients91 cited
  • 2024A Simple Explanation Reconciles “Algorithm Aversion” and “Algorithm Appreciation”: Hypotheticals vs. Real Judgments10 cited

Cited by

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  • 2026The impact of generative AI on social media: an experimental study21 cited
  • 2025Research on Influencing Factors of Users’ Willingness to Adopt GAI for Collaborative Decision-Making in Generative Artificial Intelligence Context7 cited
  • 2026AI aversion? Effects of author disclosure on young people’s perceptions of mental health advice3 cited
  • 2025The Effectiveness of Life Insurance Sales Force Training: Welcome “Me and AI”1 cited