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Human Decisions and Machine Predictions
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-0-387-21606-5openalex-snapshot
The Elements of Statistical Learning
inferredcites →https://doi.org/10.1007/978-0-387-84858-7openalex-snapshot
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
inferredcites →https://doi.org/10.1007/978-1-4614-3085-8openalex-snapshot
Criminal Justice Forecasts of Risk: A Machine Learning Approach
inferredcites →https://doi.org/10.1007/978-94-010-1834-0_8openalex-snapshot
Judgment under Uncertainty: Heuristics and Biases
inferredcites →https://doi.org/10.1007/s10940-007-9035-1openalex-snapshot
Sentencing Using Statistical Treatment Rules: What We Don’t Know Can Hurt Us
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Forecasts of Violence to Inform Sentencing Decisions
inferredcites →https://doi.org/10.1007/s11292-017-9286-2openalex-snapshot
An impact assessment of machine learning risk forecasts on parole board decisions and recidivism
inferredcites →https://doi.org/10.1016/j.obhdp.2018.12.005openalex-snapshot
Algorithm appreciation: People prefer algorithmic to human judgment
inferredcites →https://doi.org/10.1037/0003-066x.34.7.571openalex-snapshot
The robust beauty of improper linear models in decision making.
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Clinical versus mechanical prediction: A meta-analysis.
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Clinical versus statistical prediction: A theoretical analysis and a review of the evidence.
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A case study of graduate admissions: Application of three principles of human decision making.
inferredcites →https://doi.org/10.1037/xge0000033openalex-snapshot
Algorithm Aversion: People Erroneously Avoid Algorithms after Seeing Them Err
inferredcites →https://doi.org/10.1073/pnas.1510489113openalex-snapshot
Recursive partitioning for heterogeneous causal effects
inferredcites →https://doi.org/10.1086/220398openalex-snapshot
The Efficiency of Prediction in Criminology
inferredcites →https://doi.org/10.1086/522974openalex-snapshot
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inferredcites →https://doi.org/10.1086/669786openalex-snapshot
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inferredcites →https://doi.org/10.1093/jleo/ewy019openalex-snapshot
Distortion of Justice: How the Inability to Pay Bail Affects Case Outcomes
inferredcites →https://doi.org/10.1093/qje/qjs018openalex-snapshot
Salience Theory of Choice Under Risk
inferredcites →https://doi.org/10.1093/qje/qjv003openalex-snapshot
Juvenile Incarceration, Human Capital, and Future Crime: Evidence from Randomly Assigned Judges *
inferredcites →https://doi.org/10.1093/qje/qjx032openalex-snapshot
Human Decisions and Machine Predictions
inferredcites →https://doi.org/10.1111/j.1465-7295.2010.00288.xopenalex-snapshot
OPTIMAL BAIL AND THE VALUE OF FREEDOM: EVIDENCE FROM THE PHILADELPHIA BAIL EXPERIMENT
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Assessing Sensitivity to an Unobserved Binary Covariate in an Observational Study with Binary Outcome
inferredcites →https://doi.org/10.1111/rssa.12227openalex-snapshot
Interpretable Classification Models for Recidivism Prediction
inferredcites →https://doi.org/10.1126/science.185.4157.1124openalex-snapshot
Judgment under Uncertainty: Heuristics and Biases
inferredcites →https://doi.org/10.1126/science.2648573openalex-snapshot
Clinical Versus Actuarial Judgment
inferredcites →https://doi.org/10.1137/1.9781611974010.21openalex-snapshot
A Bayesian Framework for Modeling Human Evaluations
inferredcites →https://doi.org/10.1214/aos/1013203451openalex-snapshot
Greedy function approximation: A gradient boosting machine.
inferredcites →https://doi.org/10.1257/aer.20140260openalex-snapshot
The Determinants of Productivity in Medical Testing: Intensity and Allocation of Care
inferredcites →https://doi.org/10.1257/aer.96.3.863openalex-snapshot
Incarceration Length, Employment, and Earnings
inferredcites →https://doi.org/10.1257/aer.97.2.512openalex-snapshot
What Does Performance in Graduate School Predict? Graduate Economics Education and Student Outcomes
inferredcites →https://doi.org/10.1257/aer.p20161029openalex-snapshot
Productivity and Selection of Human Capital with Machine Learning
inferredcites →https://doi.org/10.1257/jep.28.2.29openalex-snapshot
High-Dimensional Methods and Inference on Structural and Treatment Effects
inferredcites →https://doi.org/10.1257/jep.28.2.3openalex-snapshot
Big Data: New Tricks for Econometrics
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Machine Learning: An Applied Econometric Approach
inferredcites →https://doi.org/10.2139/ssrn.2919024openalex-snapshot
Simple Rules for Complex Decisions
inferredcites →https://doi.org/10.2307/1143458openalex-snapshot
Policy Guidelines for Bail: An Experiment in Court Reform
inferredcites →https://doi.org/10.3115/1073012.1073017openalex-snapshot
Scaling to very very large corpora for natural language disambiguation
inferredcites →https://doi.org/10.3115/v1/p14-1017openalex-snapshot
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inferredcites →https://doi.org/10.3386/w22511openalex-snapshot
The Effects of Pre-Trial Detention on Conviction, Future Crime, and Employment: Evidence from Randomly Assigned Judges
inferredcites →https://doi.org/10.3386/w22648openalex-snapshot
Incarceration, Recidivism and Employment
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Complementarities between algorithmic and human decision-making: The case of antibiotic prescribing
inferred← citeshttps://doi.org/10.1007/s11142-020-09563-8openalex-snapshot
Using machine learning to detect misstatements
inferred← citeshttps://doi.org/10.1007/s11166-025-09466-6openalex-snapshot
On preferring people to algorithms
inferred← citeshttps://doi.org/10.1007/s11186-026-09737-4openalex-snapshot
Avertogenic Deaths: How Upstream Justice Decisions Shape Police Lethal Force
inferred← citeshttps://doi.org/10.1007/s11187-019-00218-wopenalex-snapshot
Predicting outcomes in crowdfunding campaigns with textual, visual, and linguistic signals
inferred← citeshttps://doi.org/10.1007/s11187-022-00655-0openalex-snapshot
The identity of social impact venture capitalists: exploring social linguistic positioning and linguistic distinctiveness through text mining
inferred← citeshttps://doi.org/10.1007/s11292-023-09596-4openalex-snapshot
Effect of conditional release on violent and general recidivism: A causal inference study
inferred← citeshttps://doi.org/10.1007/s11301-026-00611-2openalex-snapshot
Rethinking organizational decision-making: The emerging roles and tasks of generative artificial intelligence
inferred← citeshttps://doi.org/10.1007/s11423-025-10523-9openalex-snapshot
Being proactive about anthropogenic environmental changes: augmenting students’ decision making with artificial intelligence (AI) technology
inferred← citeshttps://doi.org/10.1007/s11604-023-01474-3openalex-snapshot
Fairness of artificial intelligence in healthcare: review and recommendations
inferred← citeshttps://doi.org/10.1007/s11747-025-01136-yopenalex-snapshot
Keeping it real in human eyes: Receptivity to human vs. AI in luxury authentication and the role of perceived perspective similarity
inferred← citeshttps://doi.org/10.1007/s11750-021-00594-1openalex-snapshot
Mathematical optimization in classification and regression trees
inferred← citeshttps://doi.org/10.1007/s11948-019-00165-5openalex-snapshot
From What to How: An Initial Review of Publicly Available AI Ethics Tools, Methods and Research to Translate Principles into Practices
inferred← citeshttps://doi.org/10.1007/s11948-024-00485-1openalex-snapshot
Owning Decisions: AI Decision-Support and the Attributability-Gap
inferred← citeshttps://doi.org/10.1007/s12027-020-00602-0openalex-snapshot
Criminal justice, artificial intelligence systems, and human rights
inferred← citeshttps://doi.org/10.1007/s12351-026-01078-5openalex-snapshot
AI aversion in retailer–manufacturer bargaining: contracts and pricing
inferred← citeshttps://doi.org/10.1007/s13042-023-02083-2openalex-snapshot
Fairness issues, current approaches, and challenges in machine learning models
inferred← citeshttps://doi.org/10.1007/s13347-022-00542-2openalex-snapshot
Responsible AI Through Conceptual Engineering
inferred← citeshttps://doi.org/10.1007/s13347-025-00923-3openalex-snapshot
Empathy, Fairness, and Ethical Trade-Offs in Human-Centered Versus Algorithm-Driven Decision-Making
inferred← citeshttps://doi.org/10.1007/s13347-025-00986-2openalex-snapshot
The Transcendental Argument for Shared Humanity: A Reply to Sass
inferred← citeshttps://doi.org/10.1007/s40865-019-00110-xopenalex-snapshot
Life-Course and Developmental Criminology: Looking Back, Moving Forward—ASC Division of Developmental and Life-Course Criminology Inaugural David P. Farrington Lecture, 2017
inferred← citeshttps://doi.org/10.1007/s42454-026-00094-2openalex-snapshot
Job applicants’ perceptions of artificial intelligence (AI)-enabled applicant screening: insights from statistical discrimination theory
inferred← citeshttps://doi.org/10.1007/s43545-021-00109-6openalex-snapshot
Algorithms, human decision-making and predictive policing
inferred← citeshttps://doi.org/10.1007/s43681-020-00035-yopenalex-snapshot
A set of distinct facial traits learned by machines is not predictive of appearance bias in the wild
inferred← citeshttps://doi.org/10.1007/s43681-023-00258-9openalex-snapshot
From ethical AI frameworks to tools: a review of approaches
inferred← citeshttps://doi.org/10.1007/s43681-023-00280-xopenalex-snapshot
Fairness as adequacy: a sociotechnical view on model evaluation in machine learning
inferred← citeshttps://doi.org/10.1007/s43681-025-00721-9openalex-snapshot
Systematic literature review on bias mitigation in generative AI
inferred← citeshttps://doi.org/10.1007/s43681-025-00914-2openalex-snapshot
Evaluation of AI ethics tools in language models: a developers’ perspective case study
inferred← citeshttps://doi.org/10.1007/s43681-026-01139-7openalex-snapshot
Reallocation of privacy harm by privacy-preserving machine learning techniques
inferred← citeshttps://doi.org/10.1007/s43681-026-01234-9openalex-snapshot
Human-AI hybrid rationality in decision-making: an integrative literature review
inferred← citeshttps://doi.org/10.1007/s43681-026-01342-6openalex-snapshot
Technical fairness and social legitimacy: a conceptual mapping of algorithmic fairness, procedural justice, and explainable AI
inferred← citeshttps://doi.org/10.1007/s44163-024-00142-3openalex-snapshot
Judicial leadership matters (yet again): the association between judge and public trust for artificial intelligence in courts
inferred← citeshttps://doi.org/10.1007/s44163-026-01040-6openalex-snapshot
Dual erosion of equality and remedy in algorithmic decision systems
inferred← citeshttps://doi.org/10.1016/b978-0-443-21889-7.00006-3openalex-snapshot
Role of artificial intelligence and machine learning in women’s health
inferred← citeshttps://doi.org/10.1016/b978-0-443-27396-4.00014-2openalex-snapshot
Data mining and AI for sustainability
inferred← citeshttps://doi.org/10.1016/b978-0-443-29863-9.00069-6openalex-snapshot
Cognitive shortcuts in the digital age: Decision heuristics and their role in contemporary consumer behavior
inferred← citeshttps://doi.org/10.1016/j.artint.2020.103261openalex-snapshot
Adapting a kidney exchange algorithm to align with human values
inferred← citeshttps://doi.org/10.1016/j.asieco.2025.102057openalex-snapshot
Optimizing the pre-merger notification rule with regulatory data: Empirical analysis from China
inferred← citeshttps://doi.org/10.1016/j.chb.2021.106837openalex-snapshot
What to expect from opening up ‘black boxes’? Comparing perceptions of justice between human and automated agents
inferred← citeshttps://doi.org/10.1016/j.chbah.2026.100283openalex-snapshot
Who listens to ChatGPT and when should they? A two-study examination of AI-assisted decision making
inferred← citeshttps://doi.org/10.1016/j.chbr.2025.100713openalex-snapshot
The use of Artificial Intelligence (AI) in the hiring process: Job applicants’ perceptions of procedural justice
inferred← citeshttps://doi.org/10.1016/j.cie.2025.111612openalex-snapshot
Adjustment of human–machine attribute weight deviations in multi-stage group decision-making: collective intelligence feedback optimization
inferred← citeshttps://doi.org/10.1016/j.clsr.2022.105681openalex-snapshot
The flaws of policies requiring human oversight of government algorithms
inferred← citeshttps://doi.org/10.1016/j.clsr.2025.106166openalex-snapshot
A Comparative review of Symbolism and Connectionism in AI&Law: Tracing evolution and exploring integration
inferred← citeshttps://doi.org/10.1016/j.clsr.2026.106282openalex-snapshot
Predictive policing and predictive justice: Ethics, data protection, and the AI act
inferred← citeshttps://doi.org/10.1016/j.cor.2021.105281openalex-snapshot
Optimal randomized classification trees
inferred← citeshttps://doi.org/10.1016/j.econlet.2025.112605openalex-snapshot
Betting on success: Unveiling the role of innovation and financing capability on funding decisions by human versus AI evaluators
inferred← citeshttps://doi.org/10.1016/j.econmod.2021.105709openalex-snapshot
Financial distress prediction by combining sentiment tone features
inferred← citeshttps://doi.org/10.1016/j.econmod.2025.107225openalex-snapshot
Breastfeeding and child development outcomes across early childhood and adolescence: Doubly robust estimation with machine learning
inferred← citeshttps://doi.org/10.1016/j.engappai.2025.110145openalex-snapshot
Explainable artificial intelligence models in intrusion detection systems
inferred← citeshttps://doi.org/10.1016/j.eswa.2021.115514openalex-snapshot
Using deep learning neural networks to predict the knowledge economy index for developing and emerging economies
inferred← citeshttps://doi.org/10.1016/j.euroecorev.2025.105221openalex-snapshot
Femicides, anti-violence centers, and policy targeting
inferred← citeshttps://doi.org/10.1016/j.euroecorev.2025.105230openalex-snapshot
The impact of behavioral design and users’ choice on smartphone app usage and willingness to pay: A framed field experiment
inferred← citeshttps://doi.org/10.1016/j.frl.2026.109723openalex-snapshot
How internet judicial construction affects corporate labor employment: Evidence from AI attention in the digital economy
inferred← citeshttps://doi.org/10.1016/j.futures.2018.05.002openalex-snapshot
The brain of the future and the viability of democratic governance: The role of artificial intelligence, cognitive machines, and viable systems
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