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On the Advantages of Distinguishing Between Predictive and Allocative Fairness in Algorithmic Decision-Making
16 references·5 citing·32 second hop
On the Advantages of Distinguishing Between Predictive and Allocative Fairness in Algorithmic Decision-Making (2022)On the Advantages of Distinguishing Betwe…Fairness definitions explained (2018)Fairness definitions explainedFair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Fair Prediction with Disparat…Counterfactual Fairness (2017)Counterfactual FairnessAlgorithmic Decision Making and the Cost of Fairness (2017)Algorithmic Decision Making a…Inherent Trade-Offs in the Fair Determination of Risk Scores (2016)Inherent Trade-Offs in the Fa…Equality of Opportunity in Supervised Learning (2016)Equality of Opportunity in Su…Accuracy and the Laws of Credence (2016)Accuracy and the Laws of Cred…Fairness through awareness (2012)Fairness through awarenessEpistemic Democracy: Generalizing the Condorcet Jury Theorem (2001)Epistemic Democracy: Generali…Thirteen Ways to Look at the Correlation Coefficient (1988)Thirteen Ways to Look at the …Spheres of Justice: A Defense of Pluralism and Equality. (1985)Spheres of Justice: A Defense…Spheres Of Justice: A Defense Of Pluralism And Equality (1984)Spheres Of Justice: A Defense…Rational Choice, Collective Decisions, and Social Welfare (1983)Rational Choice, Collective D…Sex Bias in Graduate Admissions: Data from Berkeley (1975)Sex Bias in Graduate Admissio…Choice Functions and Revealed Preference (1971)Choice Functions and Revealed…A theory of justice original editionA theory of justice original …Employees’ perceptions of the fairness of AI-based performance prediction features (2025)Employees’ perceptions of the…Algorithmic decision-making in organizations: a systematic review toward an integrated tension alignment framework (2025)Algorithmic decision-making i…Unfairness in AI Anti-Corruption Tools: Main Drivers and Consequences (2024)Unfairness in AI Anti-Corrupt…Simulated misuse of large language models and clinical credit systems (2024)Simulated misuse of large lan…Algorithmic decision-making: The right to explanation and the significance of stakes (2024)Algorithmic decision-making: …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)A Survey on Bias and Fairness in Machine Learning (2021)Statistical Theories of Mental Test Scores (1969)The Foundations of Factor Analysis. (1975)The Essential Guide to Effect Sizes (2010)Educational measurement. (2015)Textual Analysis in Accounting and Finance: A Survey (2016)Correlation Coefficients: Appropriate Use and Interpretation (2018)Big Data's Disparate Impact (2014)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Structural Equations with Latent Variables. (1991)Testing Structural Equation Models. (1995)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Fairness and Abstraction in Sociotechnical Systems (2019)Fairness in Criminal Justice Risk Assessments: The State of the Art (2018)Machine behaviour (2019)Which Is the Fairest One of All? A Positive Analysis of Justice Theories (2003)ETHICS AND POLITICS IN QUALITATIVE RESEARCH (2005)Citizenship Norms and the Expansion of Political Participation (2008)Bias in data‐driven artificial intelligence systems—An introductory survey (2020)Algorithmic Bias in Education (2021)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)Moral Exclusion and Injustice: An Introduction (1990)The Rights of Others (2004)Populism and the economics of globalization (2018)11. Reasons and Persons (1986)Organizational Justice: Yesterday, Today, and Tomorrow (1990)Misery Loves Companies: Rethinking Social Initiatives by Business (2003)
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References

  • n.d.A theory of justice original edition24,876 cited
  • 1988Thirteen Ways to Look at the Correlation Coefficient4,068 cited
  • 2012Fairness through awareness3,501 cited
  • 1984Spheres Of Justice: A Defense Of Pluralism And Equality2,813 cited
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  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
  • 2018Fairness definitions explained1,125 cited
  • 2017Counterfactual Fairness995 cited
  • 2016Inherent Trade-Offs in the Fair Determination of Risk Scores942 cited
  • 1971Choice Functions and Revealed Preference775 cited
  • 1975Sex Bias in Graduate Admissions: Data from Berkeley659 cited
  • 2001Epistemic Democracy: Generalizing the Condorcet Jury Theorem602 cited
  • 1983Rational Choice, Collective Decisions, and Social Welfare486 cited
  • 2016Accuracy and the Laws of Credence

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474 cited

Cited by

  • 2024Algorithmic decision-making: The right to explanation and the significance of stakes20 cited
  • 2025Employees’ perceptions of the fairness of AI-based performance prediction features20 cited
  • 2024Unfairness in AI Anti-Corruption Tools: Main Drivers and Consequences15 cited
  • 2025Algorithmic decision-making in organizations: a systematic review toward an integrated tension alignment framework14 cited
  • 2024Simulated misuse of large language models and clinical credit systems13 cited