Publications

Found 116 Results
Page 1 of 3

@book{Lieder2025RationalUse,
  author = {Lieder, Falk and Callaway, Fred and Griffiths, Thomas L.},
  title = {The Rational Use of Cognitive Resources},
  year = {in press},
  publisher = {Princeton University Press},
  url = {http://dx.doi.org/10.13140/RG.2.2.22863.39841}
}

@article{CheungMaier2025MetaMoralLearning, 
  title = {Metacognitive Learning from Consequences of Past Choices Shapes Moral Decision-Making}, 
  author = {Maximilian Maier,* Vanessa Cheung* & Falk Lieder}, 
  journal = {Nature Human Behaviour}, 
  year = {2025}, 
  doi = {https://doi.org/10.1038/s41562-025-02271-w}, 
  url = {https://www.nature.com/articles/s41562-025-02271-w} 
}

@article{CheungMaier2025LLMMoralBias, 
  title = {Large Language Models Amplify Human Biases in Moral Decision-Making}, 
  author = {Vanessa Cheung, Maximilian Maier, Falk Lieder}, 
  journal = {Proceedings of the National Academy of Sciences of the United States of America (PNAS)}, 
  url = {https://www.pnas.org/doi/10.1073/pnas.2412015122} 
}

@article{Heindrich2025IntelligentTutor, 
  title = {An Intelligent Tutor for Planning in Large Partially Observable Environments}, 
  author = {Lovis Heindrich and Saksham Consul and Falk Lieder}, 
  journal = {The International Journal on AI in Education,}, 
  year = {2025}, 
  doi = {}, 
  url = {https://link.springer.com/article/10.1007/s40593-025-00493-7} 
}

@article{Lieder2025WhatIsMoralityFor, 
  title = {What is morality for? Contractualism versus Global Consequentialism and Expected Choiceworthiness}, 
  author = {Falk Lieder, Vanessa Cheung, Maximilian Maier}, 
  journal = {BBS}, 
  url = {https://doi.org/10.31234/osf.io/yv3pf_v1} 
}

@article{Amo2025InsightEval, 
  title = {Evaluating the Effectiveness of the InsightApp: A Longitudinal Randomized Controlled Trial on Anxiety, Valued Action, and Psychological Resilience}, 
  author = {Victoria Amo, Falk Lieder}, 
  journal = {JMIR Mental Health,}, 
  year = {2025}, 
  doi = {}, 
  url = {https://mental.jmir.org/2025/1/e57201} 
}

@article{Cheung2024Measuring,
title = {Measuring the Decision Process in (Moral) Dilemmas: Self-Report Measures of Reliance on Rules, Cost-Benefit Reasoning, Intuition, & Deliberation},
  author = {Vanessa Cheung and Maximilian Maier and Falk Lieder},
  journal = {Behavior Research Methods},
  year = {2024},
  doi = {10.31234/osf.io/zfmp9},
  url = {https://osf.io/preprints/psyarxiv/zfmp9_v1},
  note = {Preprint}
}

@inproceedings{He2025Experience-driven,
  title = {Experience-driven discovery of planning strategies.,
  author = {Ruiqi He and Falk Lieder},
  booktitle = {Proceedings of the Annual Meeting of the Cognitive Science Society},
  year = {2025},
  doi = {},
  url = {https://arxiv.org/pdf/2412.03111}
}

@inproceedings{Lieder2025IncomeCharity,
  title = {Communicating Global Income Rank Increases Charitable Donations,
  author = {Glen Spiteri and Maximilian Maier and Harry Coulson and Falk Lieder},
  booktitle = {Proceedings of the Annual Meeting of the Cognitive Science Society},
  year = {2025},
  doi = {https://osf.io/preprints/psyarxiv/azhnq_v1},
  url = {https://osf.io/preprints/psyarxiv/azhnq_v1}
}

@inproceedings{Lieder2025MoralTwoStep,
  title = {Disentangling Model-Based and Model-Free Moral Learning},
  author = {Zahra Tahmasebi and Maximilian Maier and Vanessa Cheung and Fiery Cushman and Falk Lieder},
  booktitle = {Proceedings of the Annual Meeting of the Cognitive Science Society},
  year = {2025},
  doi = {10.31234/osf.io/azhnq_v1},
  url = {https://doi.org/10.31234/osf.io/azhnq_v1}
}

@article{Lider2024LifeImprovementScience,
  title = {Life Improvement Science},
  author = {Falk Lieder, Mike Prentice},
  journal = {Springer},
  year = {2024},
  doi = {https://doi.org/10.1007/978-3-031-17299-1_104681},
  url = {https://link.springer.com/article/10.3758/s13428-023-02062-z#:~:text=Human%2DInterpret%20automatically%20discovers%20and,basic%20actions%20in%20those%20experiments. } 
}

@article{Amo2025InsightEval, 
  title = {Identifying Rational Heuristics for Risky Choice}, 
  author = {Paul Krueger and Frederick Callaway and Sayan Gul and Tom Griffiths and Falk Lieder}, 
  journal = {Psychological Review,}, 
  year = {2025}, 
  doi = {}, 
  url = {https://doi.org/10.1037/rev0000456} 
}

@article{Wirzberger2024OptimalFeedback , 
  title = {Optimal feedback improves behavioral focus during self-regulated computer-based work}, 
  author = {Maria Wirzberger, Anastasia Lado, Mike Prentice, Ivan Oreshnikov, Jean-Claude Passy, Adrian Stock, Falk Lieder }, 
  journal = {Scientific reports}, 
  year = {2024}, 
  doi = {https://doi.org/10.1038/s41598-024-53388-3}, 
  url = {https://www.nature.com/articles/s41598-024-53388-3 } 
}

@inproceedings{Reynante2024Metachangemaking, 
  title = {Metachangemaking: An Interdisciplinary Synthesis of Research on Cultivating Changemakers.}, 
  author = {Reynante, Brandon M. and Wilcox, John E. and Stephenson, Oliver L. and Lieder, Falk and Lacopo, Chris}, 
  doi = {https://doi.org/10.1080/03057240.2024.2342274}
}

@article{Spiteri2024wordcitizen, 
  title = {Identification with world citizenship predicts life satisfaction}, 
  author = {Glen Spiteri, Seamus Kim, Falk Lieder}, 
  journal = {Scientific Reports}, 
  url = {https://doi.org/10.21203/rs.3.rs-5349047/v1} 
}

@article{Lieder2024GamificationMath, 
  title = {Gamification of Behavior Change: Mathematical Principle and Proof-of-Concept}, 
  author = {Falk Lieder; Pin-Zhen Chen; Mike Prentice; Victoria Amo; Mateo Tošić}, 
  journal = {JMIR Serious Games,}, year = {2024}, 
  doi = {https:// doi.org/10.31234/osf.io/mg7dn }, 
  url = {https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/preprints/preprint-43078-accepted.pdf} 
}

@unpublished{Spiteri2024ConsequencesAttention, 
  title = {The role of attention in moral learning from the consequences of past decisions}, 
  author = {Glen W. Spiteri, Falk Lieder}, 
  doi = {https://doi.org/10.31234/osf.io/4hb7g}, 
  url = {https://osf.io/preprints/psyarxiv/4hb7g} 
}

@inproceedings{Kukamjad2024BrainPoint, 
  title = {Evaluation of Brain Point Intervention in The Dawn of Civilization}, 
  author = {Kukamjad, Teshinee and Pauly, Reena and Heindrich, Lovis and Amo, Victoria and Lieder, Falk}, 
  doi = {http://dx.doi.org/10.13140/RG.2.2.11284.48008}
}

@inproceedings{Liu2024Prosocial, 
  title = {Why Aren't People More Prosocial}, 
  author = {Liu, Helen and Kim, Seamus and Groß, Patricia and Burga, Tao and Pons, Erola and Lieder, Emily and Glen, Spiteri and Zahra, Tahmasebi and Cheung, Vanessa and Maier, Maximilian and Lieder, Falk}, 
  doi = {http://dx.doi.org/10.13140/RG.2.2.28900.55683}
}

@inproceedings{Andrade2024Hypocrisy, 
  title = {Hypocrisy in Moral Decision-Making}, 
  author = {Andrade, Gabrielle and Wang, Ashley1 and Groß, Patricia and Burga, Tao and Pons, Erola and Lieder, Emily and Spiteri, Glen and Tahmasebi, Zahra and Cheung, Vanessa and Maier, Maximilian and Lieder, Falk}, 
  doi = {http://dx.doi.org/10.13140/RG.2.2.18834.22729}
}

@inproceedings{Tahmasebi2024two-steptask, 
  title = {The moral two-step task: A novel paradigm for dissociating model-based and model-free metacognitive moral learning}, 
  author = {Tahmasebi, Zahra and Maier, Maximilian and Cheung, Vanessa and Cushman, Fiery and Lieder, Falk}, 
  doi = {http://dx.doi.org/10.13140/RG.2.2.26759.00160}
}

@inproceedings{Lieder2024MalleableMorality, 
  title = {Malleable Morality: Investigating Moral Learning and Its Mechanisms}, 
  author = {Lieder, Falk and Maier, Max and Cheung, Vanessa}, 
  doi = http://dx.doi.org/10.13140/RG.2.2.10941.23529}
}

@inproceedings{Spiteri2024Selective_attention, 
  title = {Selective attention can bias moral learning from consequences}, 
  author = {Spiteri, Glen and Lieder, Falk}, 
  doi = {https://doi.org/10.31219/osf.io/vjybt}
}

@inproceedings{Tahmasebi2024AccidentalHarm, 
  title = {Perceived moral wrongness and blameworthiness of accidental harm caused by distracted driving}, 
  author = {Zahra Tahmasebi, Lieder Falk}, 
  doi = http://dx.doi.org/10.13140/RG.2.2.32594.32963}
}

@inproceedings{Lieder2024Fostering-Impartial-Beneficence, 
  title = {Fostering Impartial Beneficence Through SystematicMoral Reflection}, 
  author = {Lieder, Falk AND Spiteri, Glen AND Maier, Maximilian AND Cheung, Vanessa}, 
  doi = {10.13140/RG.2.2.20013.50401}
}

@inproceedings{Groß2024ProsocialityLimits, 
  title = {What (Doesn't) Limit People's Prosociality in Social Dilemma Situations}, 
  author = {Groß Patricia, Burga Tao, Pons Erola, Spiteri Glen, Maier Maximilian, Cheung Vanessa, Tahmasebi Zahra, Lieder Falk}, 
  doi = http://dx.doi.org/10.13140/RG.2.2.15301.87524 }
}

@inproceedings{Cheung2024MetaMoral-Learning, 
  title = {Metacognitive Learning Shapes Moral Decision-Making}, 
  author = {Vanessa Cheung*, Maximilian Maier*; & Falk Lieder}, 
  doi = http://dx.doi.org/10.13140/RG.2.2.15301.87524 }
}

@article{Skirzynski2023AutomaticDiscovery,
  title = {Automatic discovery and description of human planning strategies},
  author = {Frederic Becker, Maria Wirzberger, Viktoria Pammer-Schindler, Srinidhi Srinivas, Falk Lieder},
  journal = {Behavior Research Methods},
  year = {2023},
  doi = {https:// doi: 10.3758/s13428-023-02062-z.},
  url = {https://link.springer.com/article/10.3758/s13428-023-02062-z#:~:text=Human%2DInterpret%20automatically%20discovers%20and,basic%20actions%20in%20those%20experiments. } 
}

@article{Becker2023MetacognitiveReflection, 
  title = {Systematic metacognitive reflection helps people discover far-sighted decision strategies: a process-tracing
  experiment}, 
  author = {Frederic Becker, Maria Wirzberger, Viktoria Pammer-Schindler, Srinidhi Srinivas, Falk Lieder}, 
  journal = {Judgment and Decision Making}, 
  year = {2023}, 
  doi = {https:// doi:10.1017/jdm.2023.16 }, 
  url = {https://www.cambridge.org/core/journals/judgment-and-decision-making/article/systematic-metacognitive-reflection-helps-people-discover-farsighted-decision-strategies-a-processtracing-experiment/BA25E058C30249E1A22D464A6145165E } 
}

@article{Lieder2023ComputationalChallenges, 
  title = {The computational challenges of pursuing multiple goals: network structure of goal systems predicts human performance}, 
  author = {Falk Lieder, David D. Bourgin, Nimrod Talmon, Thomas L. Griffiths}, 
  journal = {Cognitive Science}, 
  year = {2023}, 
  doi = {https:// doi:10.1111/cogs.13330 }, 
  url = {https://onlinelibrary.wiley.com/doi/epdf/10.1111/cogs.13330} 
}

@article{Beckar2022OSF-metacognitive,
  title = {Systematic metacognitive reflection helps people discover far-sighted decision strategies: a process-tracing experiment},
  author = {Becker, F. and Wirzberger, M. and Pammer-Schindler, V. and Srinivas, S. and Lieder, F.},
  journal = {Judgment and Decision Making},
  year = {2023},
  volume = {18},
  pages = {e15},
  doi = {https://doi.org/10.1017/jdm.2023.16},
}

@article{reichmangoal,
  title = {The Computational Challenges of Pursuing Multiple Goals: Network Structure of Goal Systems Predicts Human Performance},
  author = {Reichman, Daniel and Lieder, Falk and Bourgin, David D. and Talmon, Nimrod and Griffiths, Thomas L.},
  journal = {Cognitive science},
  year = {2023},
  doi = {10.1111/cogs.13330}
}

@article{Amo2023InsightApp}, 
  title = {A gamified mobile app that helps people develop the metacognitive skills to cope with stressful situations and difficult emotions: formative assessment of the InsightApp}, 
  author = {Victoria Amo, Mike Prentice, Falk Lieder}, 
  journal = {JMIR Formative Research}, 
  year = {2023}, 
  doi = {10.2196/44429}, 
  url = {https://doi.org/10.2196/44429} 
}

@inproceedings{Mair2023Reinforcement-Learning,
  title = {A Reinforcement-Learning Meta-Control Architecture Based on the Dual-Process Theory of Moral Decision-Making.},
  author = {Maier, Maximilian and Cheung, Vanessa and Lieder, Falk},
  doi = {10.31234/osf.io/j6fhk}
}

@inproceedings{Burga2023systematicOverlook, 
  title = {Decision-makers systematically overlook crucial considerations insocial dilemmas: implications for finding public policies that maximizecollective well-being}, 
  author = {Burga Tao, Groß Patricia, Pons Erola, Maier Maximilian, Cheung Vanessa, Lieder Falk}, 
  doi = http://dx.doi.org/10.13140/RG.2.2.10814.05449/2}
}

@article{Lieder2022jmir-mathematical,
  title = {A mathematical principle for the gamification of behavior change},
  author = {Lieder, F. and Chen, PZ. and Prentice, M. and Amo, V. and Tošić, M.},
  journal = {JMIR Preprints},
  publisher = {JMIR Publications},
  month = oct,
  year = {2022},
  doi = {http://doi.org/10.2196/preprints.43078},
  url = {https://preprints.jmir.org/preprint/43078},
  month_numeric = {10}
}

@article{Skirzynski2021Description,
  title = {Automatic discovery and description of human planning strategies},
  author = {Skirzynski, Julian and Jain, Yash Raj and Lieder, Falk},
  journal = {Behavior Research Methods},
  month = oct,
  year = {2022},
  doi = {10.48550/arXiv.2109.14493},
  url = {https://arxiv.org/abs/2109.14493 },
  month_numeric = {10}
}

@article{Callaway2021Rational,
  title = {Rational use of cognitive resources in human planning},
  author = {Callaway, Frederick and van Opheusden, Bas and Gul, Sayan and Das, Priyam and Krueger, Paul M. and Griffiths, Thomas L. and Lieder, Falk},
  journal = {Nature Human Behaviour},
  month = apr,
  year = {2022},
  doi = {10.1038/s41562-022-01332-8},
  url = {https://www.nature.com/articles/s41562-022-01332-8},
  month_numeric = {4}
}

@article{He2022Where,
  title = {Learning-induced changes in people's planning strategies},
  author = {He, Ruiqi and Lieder, Falk},
  month = nov,
  year = {2022},
  doi = {10.13140/RG.2.2.12721.66407},
  url = {https://doi.org/10.13140/RG.2.2.28966.60487},
  month_numeric = {11}
}

@article{Consul2021Improving,
  title = {Improving Human Decision-Making by Discovering Efficient Strategies for Hierarchical Planning},
  author = {Consul, Saksham and Heindrich, Lovis and Stojcheski, Jugoslav and Lieder, Falk},
  journal = {Computational Brain & Behavior},
  volume = {5},
  number = {1},
  publisher = {Springer},
  month = apr,
  year = {2022},
  doi = {10.1007/s42113-022-00128-3},
  url = {https://doi.org/10.1007/s42113-022-00128-3},
  month_numeric = {4}
}

@article{Mehta2022Leveraging,
  title = {Leveraging machine learning to automatically derive robust decision strategies from imperfect models of the real world },
  author = {Mehta, Aashay and Jain, Yash Raj and Kemtur, Anirudha and Stojcheski, Jugoslav and Consul, Saksham and Tosic, Mateo and Lieder, Falk},
  journal = {Computational Brain & Behavior},
  publisher = {Springer Nature},
  month = jun,
  year = {2022},
  doi = {10.1007/s42113-022-00141-6},
  url = {https://link.springer.com/content/pdf/10.1007/s42113-022-00141-6.pdf},
  month_numeric = {6}
}

@article{Amo2022JMIR-formative,
  title = {Formative assessment of the InsightApp: An ecological momentary intervention that helps people develop (meta-)cognitive skills to cope with stressful situations and difficult emotions},
  author = {Amo, V. and Prentice, M. and Lieder, F.},
  journal = {JMIR Formative Research},
  month = nov,
  year = {2022},
  doi = {http://doi.org/10.2196/preprints.44429},
  url = {http://preprints.jmir.org/preprint/44429},
  month_numeric = {11}
}

@article{Becker2022ARX-boosting,
  title = {Boosting human decision-making with AI-generated decision aids},
  author = {Becker, Frederic and Skirzyński, Julian and van Opheusden, Bas and Lieder, Falk},
  journal = {Computational Brain & Behavior},
  month = jul,
  year = {2022},
  doi = {10.48550/arXiv.2203.02776},
  month_numeric = {7}
}

@article{Lieder2022Interdisciplinary,
  title = {An interdisciplinary synthesis of research on understanding and promoting well-doing},
  author = {Lieder, Falk and Prentice, Mike and Corwin-Renner, Emily},
  journal = {Social and Personality Psychology Compass},
  volume = {e12704},
  month = aug,
  year = {2022},
  doi = {10.1111/spc3.12704},
  url = {https://doi.org/10.1111/spc3.12704},
  month_numeric = {8}
}

@article{Jain2021Computational,
  title = {A Computational Process-Tracing Method for Measuring People’s Planning Strategies and How They Change Over Time},
  author = {Jain, Yash Raj and Callaway, Frederick and Griffiths, Thomas L. and Dayan, Peter and He, Ruiqi and Krueger, Paul M. and Lieder, Falk},
  journal = {Behavior Research Methods},
  year = {2022},
  doi = {https://doi.org/10.3758/s13428-022-01789-5 },
  url = {https://link.springer.com/content/pdf/10.3758/s13428-022-01789-5.pdf.}
}

@article{Callaway2022PNAS-Leveraging,
  title = {Leveraging artificial intelligence to improve people’s planning strategies},
  author = {Callaway, Frederick and Jain, Yash Raj and van Opheusden, Bas and Das, Priyam and Iwama, Gabriela and Gul, Sayan and Krueger, Paul M. and Becker, Frederic and Griffiths, Thomas L. and Lieder, Falk},
  volume = {119},
  number = {12},
  publisher = {PNAS},
  month = mar,
  year = {2022},
  doi = {https://doi.org/10.1073/pnas.2117432119},
  url = {https://www.pnas.org/doi/10.1073/pnas.2117432119},
  month_numeric = {3}
}

@article{Pauly2022OSF-Gamification,
  title = {What to learn next? Aligning gamification rewards to long-term goals using reinforcement learning},
  author = {Pauly, Reena and Heindrich, Lovis and Amo, Victoria and Lieder, Falk},
  month = mar,
  year = {2022},
  doi = {},
  url = {https://osf.io/xhuzw},
  month_numeric = {3}
}

@inproceedings{Consul2022Leveraging,
  title = {Leveraging AI for effective to-do list gamification},
  author = {Consul, S. and Stojcheski, J. and Lieder, F.},
  month = sep,
  year = {2022},
  doi = {},
  url = {https://doi.org/10.13140/RG.2.2.11350.52801},
  month_numeric = {9}
}

@article{Lieder2022muc-cautionary,
  title = {A cautionary tale about AI-generated goal suggestions},
  author = {Lieder, F. and Chen, P.-Z. and Stojcheski, J. and Consul, S. and Pammer-Schindler, V.},
  institution = {Mensch und Computer},
  month = sep,
  year = {2022},
  doi = {https://doi.org/10.1145/3543758.3547539},
  month_numeric = {9}
}

@inproceedings{Lieder2022Research,
  title = {Which research topics are most important for promoting flourishing?},
  author = {Lieder, F.},
  booktitle = {Global Conference on Human Flourishing},
  publisher = {Templeton World Charity Foundation},
  month = nov,
  year = {2022},
  doi = {10.13140/RG.2.2.35907.48163},
  url = {https://www.researchgate.net/publication/365779912_Which_research_topics_are_most_important_for_promoting_flourishing},
  month_numeric = {11}
}

Page 1 of 3