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Understanding Decision Subjects' Fairness Perceptions and Retention in Repeated Interactions with AI-Based Decision Systems
16 references·0 citing·44 second hopsampled
Understanding Decision Subjects' Fairness Perceptions and Retention in Repeated Interactions with AI-Based Decision Systems (2022)Understanding Decision Subjects' Fairness…A Survey on Bias and Fairness in Machine Learning (2021)A Survey on Bias and Fairness…Factors Influencing Perceived Fairness in Algorithmic Decision-Making (2020)Factors Influencing Perceived…Attachment and trust in artificial intelligence (2020)Attachment and trust in artif…Algorithmic Fairness: Choices, Assumptions, and Definitions (2020)Algorithmic Fairness: Choices…Adaptive trust calibration for human-AI collaboration (2020)Adaptive trust calibration fo…Millions of black people affected by racial bias in health-care algorithms (2019)Millions of black people affe…Mathematical Notions vs. Human Perception of Fairness (2019)Mathematical Notions vs. Huma…How Do Fairness Definitions Fare? (2019)How Do Fairness Definitions F…Fairness definitions explained (2018)Fairness definitions explained'It's Reducing a Human Being to a Percentage' (2018)'It's Reducing a Human Being …Human Decisions and Machine Predictions (2017)Human Decisions and Machine P…Human Decisions and Machine Predictions (2017)Human Decisions and Machine P…Fairness Beyond Disparate Treatment & Disparate Impact (2017)Fairness Beyond Disparate Tre…Overcoming Algorithm Aversion: People Will Use Imperfect Algorithms If They Can (Even Slightly) Modify Them (2016)Overcoming Algorithm Aversion…Fairness through awareness (2012)Fairness through awarenessAffective Processes in Human–Automation Interactions (2011)Affective Processes in Human–…Justice as Fairness: A Restatement (2002)Incorporating Fairness into Game Theory and Economics (2011)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)Princeton University Press (2017)Semantics derived automatically from language corpora contain human-like biases (2017)Judgment under Uncertainty: Heuristics and Biases (1974)Judgment under Uncertainty: Heuristics and Biases (1975)Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends? (1980)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Resistance to Medical Artificial Intelligence (2019)Experimental evidence on the productivity effects of generative artificial intelligence (2023)Equality of Opportunity in Supervised Learning (2016)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Model Cards for Model Reporting (2019)Algorithmic Bias in Education (2021)Salience Theory of Choice Under Risk (2012)Algorithm Aversion: People Erroneously Avoid Algorithms after Seeing Them Err (2014)The Statistical Theory of Racism and Sexism. (1972)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation (2023)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)The need to belong: Desire for interpersonal attachments as a fundamental human motivation. (1995)Intrinsic and Extrinsic Motivations: Classic Definitions and New Directions (2000)G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences (2007)Trust in AI and Its Role in the Acceptance of AI Technologies (2022)Worker and workplace Artificial Intelligence (AI) coexistence: Emerging themes and research agenda (2023)Responsible artificial intelligence governance: A review and research framework (2025)A theory of justice original edition (1971)Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory, and Antiracist Politics (1998)Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory, and Antiracist Politics [1989] (2018)Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence (2020)The robust beauty of improper linear models in decision making. (1979)The affect heuristic in judgments of risks and benefits (2000)Brave new world: service robots in the frontline (2018)Human Trust in Artificial Intelligence: Review of Empirical Research (2020)Big Data's Disparate Impact (2014)Algorithmic Decision Making and the Cost of Fairness (2017)Fairness and Abstraction in Sociotechnical Systems (2019)The Social Psychology of Procedural Justice (1988)Justice at the millenium: A meta-analytic review of 25 years of organizational justice research. (2001)Likert scales, levels of measurement and the “laws” of statistics (2010)From What to How: An Initial Review of Publicly Available AI Ethics Tools, Methods and Research to Translate Principles into Practices (2019)Machine behaviour (2019)Artificial Intelligence and Management: The Automation-Augmentation Paradox (2020)
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References

  • 2021A Survey on Bias and Fairness in Machine Learning6,499 cited
  • 2012Fairness through awareness3,545 cited
  • 2016Overcoming Algorithm Aversion: People Will Use Imperfect Algorithms If They Can (Even Slightly) Modify Them1,225 cited
  • 2017Human Decisions and Machine Predictions1,150 cited
  • 2018Fairness definitions explained1,133 cited
  • 2017Fairness Beyond Disparate Treatment & Disparate Impact988 cited
  • 2018'It's Reducing a Human Being to a Percentage'776 cited
  • 2020Algorithmic Fairness: Choices, Assumptions, and Definitions738 cited
  • 2017Human Decisions and Machine Predictions591 cited
  • 2020Attachment and trust in artificial intelligence447 cited
  • 2011Affective Processes in Human–Automation Interactions260 cited
  • 2020Adaptive trust calibration for human-AI collaboration240 cited
  • 2020Factors Influencing Perceived Fairness in Algorithmic Decision-Making211 cited
  • 2019Millions of black people affected by racial bias in health-care algorithms189 cited
  • 2019Mathematical Notions vs. Human Perception of Fairness179 cited
  • 2019How Do Fairness Definitions Fare?

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