Publications

Found 134 Results
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@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} 
}

@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}
}

@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{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}
}

@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{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}
}

@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{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} 
}

@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{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. } 
}

@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}
}

@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{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}
}

@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} 
}

@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} 
}

@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 }
}

@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{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{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}
}

@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} 
}

@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{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{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{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{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{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} 
}

@article{CheungMaier2024MetaMoralLearning, 
  title = {Metacognitive Learning from Consequences of Past Choices Shapes Moral Decision-Making}, 
  author = {Maximilian Maier,* Vanessa Cheung* & Falk Lieder}, 
  journal = {Nature Human Behaviour}, 
  year = {}, 
  doi = {}, 
  url = {https://osf.io/preprints/psyarxiv/gjf3h?view_only=} 
}

@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{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},
}

@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}
}

@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}
}

@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{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{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{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{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}
}

@poster{Jähnichen2022KogWis-prospection,
  title = {Does deliberate prospection help students set better goals?},
  author = {J{"a}hnichen, S. and Weber, F. and Prentice, M. and Lieder, F},
  month = sep,
  year = {2022},
  doi = {},
  url = {https://www.researchgate.net/publication/361524854_Does_deliberate_prospection_help_students_set_better_goals},
  month_numeric = {9}
}

@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{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{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{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{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{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}
}

@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{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}
}

@conference{Amo2022Promoting,
  title = {Promoting value-congruent action by supporting effective metacognitive emotion-regulation strategies with a gamified app},
  author = {Amo, V. and Prentice, M. and Lieder, F.},
  booktitle = {Society for Personality and Social Psychology (SPSP) Annual Convention 2022},
  address = {San Francisco, USA},
  month = feb,
  year = {2022},
  doi = {},
  month_numeric = {2}
}

@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}
}

@conference{PrenticeGonzalezLieder2022JCCV-Virtuous,
  title = {Evaluating Life Reflection Techniques to Help People Select Virtuous Life Goals},
  author = {Prentice, Mike and Gonzalez Cruz, Hernán and Lieder, Falk},
  booktitle = {Integrating Research on Character and Virtues: 10 Years of Impact},
  institution = {University Of Birmingham, the Jubilee Centre for Character & Virtues},
  address = {Oriel College, Oxford},
  month = jan,
  year = {2022},
  doi = {http://dx.doi.org/10.13140/RG.2.2.23884.54408},
  month_numeric = {1}
}

@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{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.}
}

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