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Toward a Physiology of Dual-Process Reasoning and Judgment: Lemonade, Willpower, and Expensive Rule-Based Analysis
Abstract
This experiment used the attraction effect to test the hypothesis that ingestion of sugar can reduce reliance on intuitive, heuristic-based decision making. In the attraction effect, a difficult choice between two options is swayed by the presence of a seemingly irrelevant “decoy” option. We replicated this effect and the finding that the effect increases when people have depleted their mental resources performing a previous self-control task. Our hypothesis was based on the assumption that effortful processes require and consume relatively large amounts of glucose (brain fuel), and that this use of glucose is why people use heuristic strategies after exerting self-control. Before performing any tasks, some participants drank lemonade sweetened with sugar, which restores blood glucose, whereas others drank lemonade containing a sugar substitute. Only lemonade with sugar reduced the attraction effect. These results show one way in which the body (blood glucose) interacts with the mind (self-control and reliance on heuristics).
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“These experiments have also reported that increasing environmental volatility induces a monotonic phase transition from memory-based to memoryless estimation strategies [29].”
From Theoretical Analysis of Resource-Induced Phase Transitions in Estimation Strategies (2026) · cites this paper as [29]
In the citing paper
“This nonmonotonic phase transition is also observed in recent human experiments [29].”
From Theoretical Analysis of Resource-Induced Phase Transitions in Estimation Strategies (2026) · cites this paper as [29]
In the citing paper
“The observed nonmonotonicity qualitatively agrees with recent experimental results [29], such that memory-based estimation is optimal only when sensory uncertainty is moderate.”
From Theoretical Analysis of Resource-Induced Phase Transitions in Estimation Strategies (2026) · cites this paper as [29]
In the citing paper
“Similar nonmonotonic transitions have been reported by recent human experiments [29].”
From Theoretical Analysis of Resource-Induced Phase Transitions in Estimation Strategies (2026) · cites this paper as [29]
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“Masicampo and Baumeister (2008) found the effect of a sugary drink was greatest when both groups started with lower glucose levels, and the Stroop test depletes glucose (Gailliot et al., 2007).”
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“Supporting this view, empirical findings show that glucose, but not artificial sweeteners, counteracts the ego-depletion effect (Gailliot & Baumeister, 2007; Hagger, Wood, Stiff, & Chatzisarantis, 2010; Masicampo & Baumeister, 2008).”
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“Masicampo and Baumeister (2008) used a different type of decision task to test glucose effects on decision making.”
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“…on System 1 processing and the compromise effect on System 2 processing predicts a replication of the results from the ego-depletion studies of decoy effects (Masicampo & Baumeister, 2008; Pocheptsova et al., 2009): reduced compromise effects and enhanced attraction effects under cognitive load.”
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Masciari, C. F. (2025) · AJOB Neuroscience · doi:10.1080/21507740.2025.2474228 · Cited by 12
“First, there is evidence that rewards increase willpower and thus help people act with regard to their goals (Masicampo and Baumeister 2008; Kurzban 2010; Krebs, Boehler, and Woldorff 2010).”
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“These results are consistent with previous empirical evidence suggesting that effortful processing (the allocation of more cognitive resources to the alternatives) disrupts the attraction effect in multi-alternative decisionmaking tasks, and are consistent with the theoretical framework of context-dependent choice bas…”
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Acute Suggestibility in Police Interrogation
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The Unity of Self at the Interface of the Animal Body and the Cultural System
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“Later work has also shown that a glucose boost can counteract some of the effects of ego depletion on decision making (Masicampo and Baumeister 2008).”
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Concurrent explanations can enhance visual decision making.
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Self‐control, fluctuating willpower, and forensic practice
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“Eating and drinking replenishes glucose levels and restores energy to the brain (Beedie and Lane 2012), whereas a low level of blood glucose can affect decision-making processes (Baumeister and Tierney 2011; Masicampo and Baumeister 2008; Gailliot et al. 2007).”
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“Ego-depleted individuals tend to gradually shift to a social heuristic thinking mode when they consider ideal decisions (Masicampo & Baumeister, 2008; Pocheptsova et al., 2009).”
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Bayesian Heuristics for Group DecisionsPreprint
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“[18, 59] and the references therein); other researchers identify multiple neural systems that derive decision making and action selection: ranging from reflexive and fast (Pavlovian) responses to deliberative and procedural (learned) ones; and these systems are in turn supported by several motoric, perceptual, situati…”
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Self-citationGailliot, M. T. (2012) · Psychology · doi:10.4236/psych.2012.311149 · Cited by 6
“…in the bloodstream, and are impaired by low glucose or other metabolic problems (DeWall, Baumeister, Gailliot, & Maner, 2008; Fairclough & Houston, 2004; Gailliot, 2008; Gailliot & Baumeister, 2007; Gailliot et al., 2007; Gailliot, Peruche, Plant, & Baumeister, 2009; Masicampo & Baumeister, 2008).”
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Metadata
- Authors
- Masicampo, E. J., & Baumeister, R. F.
- Affiliations
- Florida State University (US)
- Corresponding author
- Masicampo, E.J.
- Venue
- Psychological Science
- Publisher
- SAGE Publications
- Published
- 2008-03
- Volume
- 19
- Issue
- 3
- Pages
- 255-260
- ISSN
- 0956-7976 (ISSN-L)
- 1467-9280
- OpenAlex
- W2168592337
- Cited by
- 331
- References
- 25
- Citations by year
- 2026: 3 · 2025: 9 · 2024: 32 · 2023: 7 · 2022: 14 · 2021: 10 · 2020: 9 · 2019: 16 · 2018: 19 · 2017: 23 · 2016: 21 · 2015: 25 · 2014: 30 · 2013: 34 · 2012: 28
- FWCI
- 10.14
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychological Science (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- attraction effect, decoy effect, self-control, blood glucose, sugar consumption, heuristic decision making, intuitive judgment, rule-based analysis
- MeSH terms
- Adult, Association, Attention, Beverages, Blood Glucose, Brain, Physical Exertion, Female, Humans, Inhibition, Psychological, Interpersonal Relations, Judgment, Logic, Male, Motivation, Problem Solving, Set, Psychology, Intuition
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