Publications

Found 117 Results
Page 1 of 3

@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{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 } }

@unpublished{Spiteri2024ConsequencesAttention, 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{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}}

@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}}

@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{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{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. } }

@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{Kruger2023RiskyChoice, 
  title = {Identifying Resource-Rational Heuristics for Risky Choice}, 
  author = {Paul Krueger, Frederick Callaway, Sayan Gul, Tom Griffiths, Falk Lieder}, 
  journal = {Psychological Review}, 
  year = {accepted}, 
  doi = {https:// doi.org/10.31234/osf.io/mg7dn }, 
  url = {https://osf.io/preprints/psyarxiv/mg7dn/download } }

@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} }

@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{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 = {Open Science Framework},
  publisher = {Open Science Framework},
  month = jul,
  year = {2022},
  doi = {https://doi.org/10.17605/OSF.IO/DUQYJ},
  month_numeric = {7}
}

@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{Wirzberger2022Improve,
  title = {Can we improve self-regulation during computer-based work with optimal feedback?},
  author = {Wirzberger, Maria and Lado, Anastasia and Prentice, Mike and Oreshnikov, Ivan and Passy, Jean-Claude and Stock, Adrian and Lieder, Falk},
  journal = {Behaviour & Information Technology},
  month = nov,
  year = {2022},
  doi = {},
  url = {https://osf.io/8f6hx/},
  month_numeric = {11}
}

@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 = {},
  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{Krueger2022Discovering,
  title = {Discovering Rational Heuristics for Risky Choice},
  author = {Krueger, P. and Callaway, F. and Gul, S. and Griffiths, T. and Lieder, F.},
  journal = {PsyArXiv Preprints},
  month = jan,
  year = {2022},
  doi = {10.31234/osf.io/mg7dn},
  url = {https://psyarxiv.com/mg7dn},
  month_numeric = {1}
}

@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{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{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{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 = {},
  month_numeric = {9}
}

@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}
}

@conference{PaulyTeoHeindrichAmoLieder2021LISA-Leveraging,
  title = {Leveraging AI to support the self-directed learning of disadvantaged youth in developing countries},
  author = {Teo, Janine and Pauly, Reena and Heindrich, Lovis and Amo, Victoria and Lieder, Falk},
  booktitle = {The first Life Improvement Science Conference},
  address = {Tübingen, Germany},
  month = jun,
  year = {2021},
  doi = {},
  month_numeric = {6}
}

@poster{BeckarLieder2021LISA-metacognitive,
  title = {Promoting metacognitive learning through systematic reflection},
  author = {Becker, Frederic and Lieder, Falk},
  institution = {Max-Planck Institute for Intelligent Systems},
  month = jun,
  year = {2021},
  doi = {},
  month_numeric = {6}
}

@conference{Becker2021Encouraging,
  title = {Encouraging far-sightedness with automatically generated descriptions of optimal planning strategies: Potentials and Limitations},
  author = {Becker, Frederic and Skirzynski, Julian Mateusz and van Opheusden, Bas and Lieder, Falk},
  booktitle = {Proceedings of the 43rd Annual Meeting of the Cognitive Science Society},
  howpublished = {Online},
  organization = {Cognitive Science Society},
  institution = {Cognitive Science Society},
  month = jul,
  year = {2021},
  doi = {},
  url = {https://escholarship.org/uc/item/7mz7t7bx#main},
  month_numeric = {7}
}

@article{Prystawski2020Resource,
  title = {Resource-Rational Models of Human Goal Pursuit},
  author = {Prystawski, Ben and Mohnert, Florian and Tošić, Mateo and Lieder, Falk},
  journal = {Topics in Cognitive Science},
  howpublished = {Online},
  publisher = {Wiley Online Library},
  month = aug,
  year = {2021},
  doi = {10.13140/RG.2.2.36400.58884},
  url = {https://onlinelibrary.wiley.com/doi/10.1111/tops.12562},
  month_numeric = {8}
}

@conference{HeJainLieder2021NIPS-Planning,
  title = {Have I done enough planning or should I plan more?},
  author = {He, Ruiqi and Jain, Yash Raj and Lieder, Falk},
  booktitle = {Workshop on Metacognition in the Age of AI. Thirty-fifth Conference on Neural Information Processing Systems},
  howpublished = {Long Paper},
  month = dec,
  year = {2021},
  doi = {},
  month_numeric = {12}
}

@article{MillietalDual,
  title = {A Rational Reinterpretation of Dual Process Theories},
  author = {Milli, Smitha and Lieder, Falk and Griffiths, Thomas L.},
  journal = {Cognition},
  year = {2021},
  doi = {},
  url = {https://www.sciencedirect.com/science/article/abs/pii/S0010027721003024}
}

@conference{Becker2021Promoting,
  title = {Promoting metacognitive learning through systematic reflection},
  author = {Becker, Frederic and Lieder, Falk},
  booktitle = {Workshop on Metacognition in the Age of AI. Thirty-fifth Conference on Neural Information Processing Systems},
  month = dec,
  year = {2021},
  doi = {10.13140/RG.2.2.24598.88642},
  url = {https://www.researchgate.net/publication/355481637_Promoting_metacognitive_learning_through_systematic_reflection},
  month_numeric = {12}
}

@conference{HeJainLieder2021,
  title = {Measuring and modelling how people learn how to plan and how people adapt their planning strategies the to structure of the environment},
  author = {He, Ruiqi and Jain, Yash Raj and Lieder, Falk},
  booktitle = {International Conference on Cognitive Modeling},
  year = {2021},
  doi = {},
  url = {https://mathpsych.org/presentation/604#/document}
}

@techreport{LiederPrenticeCorwinRenner2021,
  title = {Toward a Science of Effective Well-Doing},
  author = {Lieder, Falk and Prentice, Mike and Corwin-Renner, Emily},
  month = may,
  year = {2021},
  doi = {},
  month_numeric = {5}
}

@techreport{consul2021,
  title = {Optimal To-Do List Gamification for Long Term Planning},
  author = {Consul, Saksham and Stojcheski, Jugoslav and Felso, Valkyrie and Lieder, Falk},
  journal = {arXiv preprint arXiv:2109.06505},
  year = {2021},
  doi = {10.48550/arXiv.2109.06505},
  url = {https://doi.org/10.48550/arXiv.2109.06505}
}

@article{IwamaDevelopment2021,
  title = {Development and Validation of a Goal Characteristics Questionnaire},
  author = {Iwama, Gabriela and Weber, Felix and Prentice, Mike and Lieder, Falk},
  journal = {Collabra Psychology},
  year = {2021},
  doi = {10.31219/osf.io/dzhwv},
  url = {https://osf.io/dzhwv/}
}

@article{Behavioral_Observations,
  title = {Do Behavioral Observations Make People Catch the Goal? A Meta-Analysis on Goal Contagion.},
  author = {Brohmer, H. and Eckerstorfer, L. V. and van Aert, R. C. and Corcoran, K.},
  journal = {International Review of Social Psychology },
  volume = {34},
  number = {1},
  pages = {3; 1-15},
  howpublished = {Online},
  month = jan,
  year = {2021},
  doi = {10.5334/irsp.428},
  url = {https://www.rips-irsp.com/article/10.5334/irsp.428/},
  month_numeric = {1}
}

@inbook{LiederPrentice_LIS,
  title = {Life Improvement Science },
  author = {Lieder, F. and Prentice, M.},
  booktitle = {Encyclopedia of Quality of Life and Well-Being Research},
  publisher = {The Springer},
  month = aug,
  year = {2021},
  doi = {},
  month_numeric = {8}
}

@article{Bustamante2020Stroop,
  title = {Learning to Overexert Cognitive Control in a Stroop Task},
  author = {Bustamante, Laura and Lieder, Falk and Musslick, Sebastian and Shenhav, Amitai and Cohen, Jonathan},
  journal = {Cognitive, Affective, & Behavioral Neuroscience},
  month = jan,
  year = {2021},
  note = {Laura Bustamante and Falk Lieder contributed equally to this publication.},
  doi = {https://doi.org/10.3758/s13415-020-00845-x},
  url = {https://link.springer.com/article/10.3758/s13415-020-00845-x},
  month_numeric = {1}
}

@article{Skirzynski2021Automatic,
  title = {Automatic Discovery of Interpretable Planning Strategies},
  author = {Skirzyński, Julian and Becker, Frederic and Lieder, Falk},
  journal = {Machine Learning},
  year = {2021},
  doi = {}
}

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