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Xue J, Jiang T, Chen C, Murty VP, Li Y, Ding Z, Zhang M. The interactive effect of external rewards and self-determined choice on memory. PSYCHOLOGICAL RESEARCH 2023; 87:2101-2110. [PMID: 36869894 PMCID: PMC9984743 DOI: 10.1007/s00426-023-01807-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 02/10/2023] [Indexed: 03/05/2023]
Abstract
Both external motivational incentives (e.g., monetary reward) and internal motivational incentives (e.g., self-determined choice) have been found to promote memory, but much less is known about how these two types of incentives interact with each other to affect memory. The current study (N = 108) examined how performance-dependent monetary rewards affected the role of self-determined choice in memory performance, also known as the choice effect. Using a modified and better controlled version of the choice paradigm and manipulating levels of reward, we demonstrated an interactive effect between monetary reward and self-determined choice on 1-day delayed memory performance. Specifically, the choice effect on memory decreased when we introduced the performance-dependent external rewards. These results are discussed in terms of understanding how external and internal motivators interact to impact learning and memory.
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Affiliation(s)
- Jingming Xue
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, 100101, People's Republic of China
- Faculty of Psychology, Beijing Normal University, Beijing, 100875, People's Republic of China
| | - Ting Jiang
- Faculty of Psychology, Beijing Normal University, Beijing, 100875, People's Republic of China
| | - Chuansheng Chen
- Department of Psychological Science, University of California, Irvine, CA, 92697, USA
| | - Vishnu P Murty
- Department of Psychology, Temple University, Philadelphia, PA, 19122, USA
| | - Yuxin Li
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, 100101, People's Republic of China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, People's Republic of China
| | - Zhuolei Ding
- Faculty of Psychology, Beijing Normal University, Beijing, 100875, People's Republic of China
| | - Mingxia Zhang
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Beijing, 100101, People's Republic of China.
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, People's Republic of China.
- Institute of Psychology, Chinese Academy of Sciences, 16 Lincui Rd., Beijing, 100101, People's Republic of China.
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Antono JE, Vakhrushev R, Pooresmaeili A. Value-driven modulation of visual perception by visual and auditory reward cues: The role of performance-contingent delivery of reward. Front Hum Neurosci 2022; 16:1062168. [PMID: 36618995 PMCID: PMC9816136 DOI: 10.3389/fnhum.2022.1062168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 12/06/2022] [Indexed: 12/24/2022] Open
Abstract
Perception is modulated by reward value, an effect elicited not only by stimuli that are predictive of performance-contingent delivery of reward (PC) but also by stimuli that were previously rewarded (PR). PC and PR cues may engage different mechanisms relying on goal-driven versus stimulus-driven prioritization of high value stimuli, respectively. However, these two modes of reward modulation have not been systematically compared against each other. This study employed a behavioral paradigm where participants' visual orientation discrimination was tested in the presence of task-irrelevant visual or auditory reward cues. In the first phase (PC), correct performance led to a high or low monetary reward dependent on the identity of visual or auditory cues. In the subsequent phase (PR), visual or auditory cues were not followed by reward delivery anymore. We hypothesized that PC cues have a stronger modulatory effect on visual discrimination and pupil responses compared to PR cues. We found an overall larger task-evoked pupil dilation in PC compared to PR phase. Whereas PC and PR cues both increased the accuracy of visual discrimination, value-driven acceleration of reaction times (RTs) and pupillary responses only occurred for PC cues. The modulation of pupil size by high reward PC cues was strongly correlated with the modulation of a combined measure of speed and accuracy. These results indicate that although value-driven modulation of perception can occur even when reward delivery is halted, stronger goal-driven control elicited by PC reward cues additionally results in a more efficient balance between accuracy and speed of perceptual choices.
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Affiliation(s)
- Jessica Emily Antono
- Perception and Cognition Lab, European Neuroscience Institute Göttingen–A Joint Initiative of the University Medical Center Göttingen and the Max-Planck-Society, Göttingen, Germany
| | | | - Arezoo Pooresmaeili
- Perception and Cognition Lab, European Neuroscience Institute Göttingen–A Joint Initiative of the University Medical Center Göttingen and the Max-Planck-Society, Göttingen, Germany
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