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Dataset for: Nagel, Morgan, Gürsoy, Sander, Kern, & Feld. Memory for Rewards Guides Retrieval
Author(s) / Creator(s)
Nagel, Juliane
Morgan, David Philip
Gürsoy, Necati Çağatay
Sander, Samuel
Kern, Simon
Feld, Gordon Benedikt
Abstract / Description
Please refer to the README file and the codebooks for further details about each data file.
Abstract
Rewards paid out for successful retrieval motivate the formation of long-term memory. However, it has been argued that the Motivated Learning Task does not measure reward effects on memory strength but decision-making during retrieval. We report three large-scale online experiments in healthy participants (N = 200, N = 205, N = 187) that inform this debate. In experiment 1, we found that explicit stimulus-reward associations formed during encoding influence response strategies at retrieval. In experiment 2, reward affected memory strength and decision-making strategies. In experiment 3, reward affected decision-making strategies only. These data support a theoretical framework that assumes that promised rewards not only increase memory strength, but additionally lead to the formation of stimulus-reward associations that influence decisions at retrieval.
Keyword(s)
memory motivation reward decision-makingPersistent Identifier
Date of first publication
2023-09-15
Publisher
PsychArchives
Citation
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exp3_participant_info.csvCSV - 60.59KBMD5: 59f8a5c81306ce31468142ba12f90791Description: Participant information (demographics, task summary) for experiment 3.
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exp3_plots.RDataR script - 1.36MBMD5: 4ea320b7416f00abd98b20b50fa45293Description: Plot objects for experiment 3.
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exp3_plots_ddm.RDataR script - 1.15MBMD5: ab6abb22b8df505bde497b5b1eb2991dDescription: Plot objects for the drift diffusion models for experiment 3.
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exp3_motivated_learning.csvCSV - 3.34MBMD5: 1dbe2db8b710229d5f08f004ddd15c47Description: Data for the Motivated Learning Task only (experiment 3).
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exp3_pvt.csvCSV - 412.97KBMD5: f423d7a9141cac6297c29ab2ab39f9f5Description: Data for the Psychomotor Vigilance Task only (experiment 3).
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exp3_results_ddm.RDataR script - 40.33KBMD5: 378ea3f8e0ef474895e5eece8b7c09fdDescription: Result objects for the drift diffusion models for experiment 3.
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TRIAL_LABELS_EXP1.txtText - 18.42KBMD5: 160210dddd385bb84be96069bf52fae2Description: Description of each jsPsych trial for experiment 1.
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TRIAL_LABELS_EXP2.txtText - 18.69KBMD5: 02530225877f91a79b1f7981f4afa032Description: Description of each jsPsych trial for experiment 2.
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TRIAL_LABELS_EXP3.txtText - 19.71KBMD5: a4734f7d26c1477f044228c4c975d0c8Description: Description of each jsPsych trial for experiment 3.
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00_README.txtText - 12.5KBMD5: 98ed3813639dcf5fbfbd134b8f6cc92eDescription: Readme including general info and a description of all files.
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CODEBOOK_EXP1.txtText - 32.16KBMD5: bbf0d8c37842affdb4a84cc580cc3ea9Description: Codebook for experiment 1.
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CODEBOOK_EXP2.txtText - 37.44KBMD5: ef13be9952c1ab4bff5c7a8fdead9d0fDescription: Codebook for experiment 2.
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CODEBOOK_EXP3.txtText - 36.23KBMD5: c218c114ffc612887ed0d6856202df28Description: Codebook for experiment 3.
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exp3_results.RDataR script - 10.5MBMD5: 3670ed8e8d50780cecdc530a56c83e27Description: Result objects (mixed models, ttests, etc.) for experiment 3.
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exp1_descriptives.RDataR script - 13.52KBMD5: 069ffc1e0504f9d74db5e9fcd7db831bDescription: Descriptives (demographics and task summary) for each participant in experiment 1.
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exp1_excluded.csvCSV - 32.64KBMD5: 5e5095449d4015a7c765e5273b70b766Description: Which participants were excluded for which reason(s) in experiment 1.
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exp1_included.csvCSV - 107.57MBMD5: 6b0b7a59ee77e3f2a95d93598d2206e0Description: Cleaned raw data for experiment 1, but only for the participants included in the final analysis.
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exp1_memory.RDataR script - 1.69MBMD5: 71090be2c1f2bad5a268e33c6df45461Description: Data object for the Motivated Learning Task only (experiment 1).
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exp1_motivated_learning.csvCSV - 3.96MBMD5: 44abd1bd0c250520062f791a93d7f8edDescription: Data for the Motivated Learning Task only (experiment 1).
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exp1_participant_info.csvCSV - 64.34KBMD5: 5ead7a40daabd04d09fe5b6752f2c956Description: Participant information (demographics, task summary) for experiment 1.
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exp1_plots.RDataR script - 4.63MBMD5: 552509ba45e208d3e92f740e66021bceDescription: Plot objects for experiment 1.
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exp1_plots_ddm.RDataR script - 1.34MBMD5: 6c5cbe92343092573417c7d4c7baaff4Description: Plot objects for the drift diffusion models for experiment 1.
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exp1_pvt.csvCSV - 519.42KBMD5: ce029b285a398f39bc7a03c8d4b675dcDescription: Data for the Psychomotor Vigilance Task only (experiment 1).
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exp1.csvCSV - 161.71MBMD5: d21656e584709198dba84b05f4c4d6a7Description: Cleaned raw data for experiment 1.
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exp1_results_ddm.RDataR script - 364.89KBMD5: 6d59e5d412617788ac09aeabed3cacbbDescription: Result objects for the drift diffusion models for experiment 1.
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exp1_results.RDataR script - 23.32MBMD5: 2fbed3a72db6dfddf9409873c0d0e681Description: Result objects (mixed models, ttests, etc.) for experiment 1.
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exp1_results_suppl.RDataR script - 79.43MBMD5: 78c9dbd3b8fb32bef108302d25ee5c62Description: Result objects for the supplementary analyses for experiment 1.
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exp2_descriptives.RDataR script - 12.91KBMD5: 044d2623e0a9ba9912615859d296ec8fDescription: Descriptives (demographics and task summary) for each participant in experiment 2.
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exp2_excluded.csvCSV - 38KBMD5: 936954463a4dc20d81ab8171534a164bDescription: Which participants were excluded for which reason(s) in experiment 2.
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exp2.csvCSV - 143.21MBMD5: dd429ced164c683418085a3c1d3e0517Description: Cleaned raw data for experiment 2.
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exp2_memory.RDataR script - 1.67MBMD5: ebf98e489a99edd4b88731cd4150bf0aDescription: Data object for the Motivated Learning Task only (experiment 2).
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exp2_motivated_learning.csvCSV - 4.8MBMD5: c21db0ff44eb4142731806a7b3c12b90Description: Data for the Motivated Learning Task only (experiment 2).
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exp2_participant_info.csvCSV - 67.8KBMD5: 73149c4ec142dbfc3d94e82ed9e8c3deDescription: Participant information (demographics, task summary) for experiment 2.
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exp2_plots_ddm.RDataR script - 2.08MBMD5: 1c3010baa1fc70a84dd104f5828cae17Description: Plot objects for the drift diffusion models for experiment 2.
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exp2_pvt.csvCSV - 636.95KBMD5: bf4d4e020eb502d452330f0fcb193b2fDescription: Data for the Psychomotor Vigilance Task only (experiment 2).
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exp2_results_ddm.RDataR script - 393.18KBMD5: 1bf5d1818aa8af9f040e9bd0b34e17f3Description: Result objects for the drift diffusion models for experiment 2.
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exp2_included.csvCSV - 112.25MBMD5: 832ec52e8944bfdf6c11e69c9c8b9401Description: Cleaned raw data for experiment 2, but only for the participants included in the final analysis.
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exp3_descriptives.RDataR script - 11.88KBMD5: 1eb9477f058798c43ce7eacd8af4a29fDescription: Descriptives (demographics and task summary) for each participant in experiment 3.
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exp3_excluded.csvCSV - 24.38KBMD5: 96f96173ec420adfe6143b748c7905f0Description: Which participants were excluded for which reason(s) in experiment 3.
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exp3_included.csvCSV - 134.22MBMD5: d18ce95f3399f632abbadb7e41819a36Description: Cleaned raw data for experiment 3, but only for the participants included in the final analysis.
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exp3_memory.RDataR script - 768.64KBMD5: fb9563b02d9507b533909615a96ce8caDescription: Data object for the Motivated Learning Task only (experiment 3).
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exp3.csvCSV - 180.43MBMD5: a12edaca357e5c87df8f3bb4675c0412Description: Cleaned raw data for experiment 3.
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exp2_results.RDataR script - 37.48MBMD5: eede2bdf29c476091bcd9c5517080846Description: Result objects (mixed models, ttests, etc.) for experiment 2.
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exp2_plots.RDataR script - 3.97MBMD5: 816fbd39804873f699d254e4ee3e0699Description: Plot objects for experiment 2.
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22023-12-11Upon the request of a reviewer, the parameter tau in the drift diffusion model was set as free parameter. In version 2 of the data set, drift diffusion results and plots now include the additional results for tau.
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12023-09-15
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Author(s) / Creator(s)Nagel, Juliane
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Author(s) / Creator(s)Morgan, David Philip
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Author(s) / Creator(s)Gürsoy, Necati Çağatay
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Author(s) / Creator(s)Sander, Samuel
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Author(s) / Creator(s)Kern, Simon
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Author(s) / Creator(s)Feld, Gordon Benedikt
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PsychArchives acquisition timestamp2023-09-15T10:07:33Z
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Made available on2023-09-15T10:07:33Z
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Date of first publication2023-09-15
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Abstract / DescriptionPlease refer to the README file and the codebooks for further details about each data file. Abstract Rewards paid out for successful retrieval motivate the formation of long-term memory. However, it has been argued that the Motivated Learning Task does not measure reward effects on memory strength but decision-making during retrieval. We report three large-scale online experiments in healthy participants (N = 200, N = 205, N = 187) that inform this debate. In experiment 1, we found that explicit stimulus-reward associations formed during encoding influence response strategies at retrieval. In experiment 2, reward affected memory strength and decision-making strategies. In experiment 3, reward affected decision-making strategies only. These data support a theoretical framework that assumes that promised rewards not only increase memory strength, but additionally lead to the formation of stimulus-reward associations that influence decisions at retrieval.en
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Review statusunknownen
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SponsorshipThis research was supported by an Emmy-Noether-Grant (FE 1617/2-1) to GBF.
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Persistent Identifierhttps://hdl.handle.net/20.500.12034/8731
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Persistent Identifierhttps://doi.org/10.23668/psycharchives.13241
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Language of contentengen
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PublisherPsychArchivesen
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Is related tohttps://www.psycharchives.org/handle/20.500.12034/8961
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Keyword(s)memoryen
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Keyword(s)motivationen
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Keyword(s)rewarden
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Keyword(s)decision-makingen
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Dewey Decimal Classification number(s)150
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TitleDataset for: Nagel, Morgan, Gürsoy, Sander, Kern, & Feld. Memory for Rewards Guides Retrievalen
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DRO typeresearchDataen