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Description
We hypothesized that recurrent exposure to a temporal discounting task would habitize participants, so that they become insensitive to framing effects. Temporal discounting is a behavioral trend which describes how people discount the value of a reward dependent on the time until receipt. Participants completed a temporal discounting task weekly

We hypothesized that recurrent exposure to a temporal discounting task would habitize participants, so that they become insensitive to framing effects. Temporal discounting is a behavioral trend which describes how people discount the value of a reward dependent on the time until receipt. Participants completed a temporal discounting task weekly for five weeks, to promote formation of a habitual decision strategy. Concomitant with this, we expected that people would shift their decision process from a deliberate, goal-oriented approach that is sensitive to changes in reward outcomes and environmental context, to a simplified, automatic approach that minimizes cognitive effort. We expected that this shift in decision strategy would be evident in a reduced influence of contextual effects on choice outcomes. We tested this hypothesis by leveraging two framing effects \u2014 the date/delay effect and the decimal effect. Consistent with our hypothesis, we find that the date/delay effect is significant on week 1, shows significant changes in week 1 to week 5, and is no longer significant on week 5. The results for the decimal effects were not significant. We discuss these results with respect to the cognitive processes that underlie temporal discounting and self-control.
ContributorsSt Amand, Jesse Dean (Author) / McClure, Samuel (Thesis director) / Sanabria, Federico (Committee member) / School of Molecular Sciences (Contributor) / Department of Physics (Contributor) / Barrett, The Honors College (Contributor)
Created2016-05
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Description
Prior expectations can bias evaluative judgments of sensory information. We show that information about a performer's status can bias the evaluation of musical stimuli, reflected by differential activity of the ventromedial prefrontal cortex (vmPFC). Moreover, we demonstrate that decreased susceptibility to this confirmation bias is (a) accompanied by the recruitment

Prior expectations can bias evaluative judgments of sensory information. We show that information about a performer's status can bias the evaluation of musical stimuli, reflected by differential activity of the ventromedial prefrontal cortex (vmPFC). Moreover, we demonstrate that decreased susceptibility to this confirmation bias is (a) accompanied by the recruitment of and (b) correlated with the white-matter structure of the executive control network, particularly related to the dorsolateral prefrontal cortex (dlPFC). By using long-duration musical stimuli, we were able to track the initial biasing, subsequent perception, and ultimate evaluation of the stimuli, examining the full evolution of these biases over time. Our findings confirm the persistence of confirmation bias effects even when ample opportunity exists to gather information about true stimulus quality, and underline the importance of executive control in reducing bias.
ContributorsAydogan, Goekhan (Co-author, Committee member) / Flaig, Nicole (Co-author) / Larg, Edward W. (Co-author) / Margulis, Elizabeth Hellmuth (Co-author) / McClure, Samuel (Co-author, Thesis director) / Nagishetty Ravi, Srekar Krishna (Co-author) / Harrington Bioengineering Program (Contributor) / Barrett, The Honors College (Contributor)
Created2018-05
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Description
There are two common cognitive distortions present in risky decision-making behavior. The gambler's fallacy is the notion that a random game of chance is potentially biased by previous outcomes, and the near-miss effect is the overestimation of the probability of winning immediately after barely missing a win. This study replicated

There are two common cognitive distortions present in risky decision-making behavior. The gambler's fallacy is the notion that a random game of chance is potentially biased by previous outcomes, and the near-miss effect is the overestimation of the probability of winning immediately after barely missing a win. This study replicated a portion of the methods of Clark et al. (2014) in an attempt to support the presence of these two fallacies in online simulated risky decision-making tasks. One hundred individuals were recruited and asked to perform one of two classic gambling tasks, either predict the outcome of a dichromatic roulette wheel or spin a simplified, two-reel slot machine. An analysis of color predictions as a function of run length revealed a classic gambler's fallacy effect in the roulette wheel task. A heightened motivation to continue playing after a win, but not a near or full miss, was seen in the slot machine task. How pleased an individual was with the results of the previous round directly affected his or her interest in continuing to play in both experiments. These findings indicate that the gambler's fallacy is present in online decision-making simulations involving risk, but that the near-miss effect is not.
ContributorsCatinchi, Alexis Leigh (Author) / McClure, Samuel (Thesis director) / Glenberg, Arthur (Committee member) / Gatewood, Kira (Committee member) / School of Life Sciences (Contributor) / Department of Psychology (Contributor) / Barrett, The Honors College (Contributor)
Created2017-05
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Description
The use of functional magnetic resonance imaging (fMRI) has been increasing in popularity due to its ability to measure brain activity during presentation of stimuli. Blood flow responses in the brain occur when a stimulus is presented and can be measured using fMRI. The delay of onset of this blood

The use of functional magnetic resonance imaging (fMRI) has been increasing in popularity due to its ability to measure brain activity during presentation of stimuli. Blood flow responses in the brain occur when a stimulus is presented and can be measured using fMRI. The delay of onset of this blood flow response can vary due to distances from the heart to the brain blood vessels. This variability causes differences in onset and time to peak blood flow response across the brain that is not currently predictable. To account for this, statistical analyses add the response's temporal derivative to regression models. Derived from the Taylor series expansion, the temporal derivative corrects for small variations in the time delay for the blood flow response (i.e. less than 1 second or so). However, I show that inclusion of the temporal derivative in analyses increases false positive rates. I conducted fMRI analyses on data collected as participants complete motor responses and on resting state data. Analyses were repeated both with and without inclusion of the temporal derivative. More significant responses were found with inclusion of the temporal derivative in both cases, suggesting possible increases in false positive rates. The goal of the present study is to increase awareness of the current fMRI data analysis practices and their potential flaws.
ContributorsTemporini, Victoria (Author) / McClure, Samuel (Thesis director) / Glenberg, Arthur (Committee member) / Elliott, Blake (Committee member) / Department of Psychology (Contributor) / School of International Letters and Cultures (Contributor) / Barrett, The Honors College (Contributor)
Created2018-12
Description
Temporal discounting refers to our tendency to discount the value of future rewards. At the extreme, temporal discounting can give rise to detrimental myopic decision-making. Most studies examining the neural basis of temporal discounting in people have been performed using functional Magnetic Resonance Imaging (fMRI). However, fMRI has relatively poor

Temporal discounting refers to our tendency to discount the value of future rewards. At the extreme, temporal discounting can give rise to detrimental myopic decision-making. Most studies examining the neural basis of temporal discounting in people have been performed using functional Magnetic Resonance Imaging (fMRI). However, fMRI has relatively poor temporal resolution compared with the speed at which people make choices, so understanding choice dynamics using fMRI is difficult. We address the issue utilizing electroencephalography (EEG) to study cortical processes related to temporal discounting. The fMRI literature has found that a network of fronto-parietal brain regions plays an important role during the decision-making process. We aim to explore activity in these regions during the decision process and determine how cortical activity relates to choice parameters. Based on prior fMRI studies, we hypothesized that dorsomedial prefrontal cortex (dmPFC) may act as a regulator of dorsal lateral prefrontal cortex (dlPFC) and there will be an increase in dlPFC activity for more difficult decisions. We also hypothesized that neural activity may be directly related to the temporal discount rate we estimate behaviorally. We utilized regression analysis to determine the relationship. The results found supported our hypotheses. This study may open the door to a better understanding of the dynamic of brain regions while performing a temporal discounting task.
Created2017-05
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Description
The frontostriatal reward circuit serves an underlying role in reward processing, cognitive planning, and motor control in the context of achieving a goal. Furthermore, research suggests a relationship between the reward circuits and behavior expressed in Attention Deficit Hyperactivity Disorder (ADHD); however, the specific structural differences of the reward circuits

The frontostriatal reward circuit serves an underlying role in reward processing, cognitive planning, and motor control in the context of achieving a goal. Furthermore, research suggests a relationship between the reward circuits and behavior expressed in Attention Deficit Hyperactivity Disorder (ADHD); however, the specific structural differences of the reward circuits in those with ADHD remain ambiguous. Diffusion tensor imaging (DTI) techniques were used to analyze diffusion weighted magnetic resonance imaging (DWI) data in order to examine the structural connectivity of frontostriatal reward pathways in ADHD adolescents compared to typically developing (TD) adolescents. It was hypothesized that measures of impulsivity would be predicted by white matter tract integrity measures in frontostriatal tracts related to affective processing (ventromedial prefrontal cortex to ventral striatum, vmPFC) in adolescents with ADHD, and that there would be reduced tract integrity in tracts related to executive control (dorsolateral prefrontal and anterior cingulate cortex—dlPFC and ACC, respectively). Frontostriatal tracts as well as the hippocampus and amygdala were examined in relation to age and impulsivity using both correlation and regression models. Results indicated that impulsivity declined with age in the TD group while no significant trend was identified for the ADHD group. The hypotheses were not supported and results for both predictions on the affective and executive circuits showed opposite trends from what was expected.
ContributorsHarrison, Sydney Rae (Author) / McClure, Samuel (Thesis director) / Brewer, Gene (Committee member) / Davis, Mary (Committee member) / Department of Psychology (Contributor) / Barrett, The Honors College (Contributor)
Created2017-12
Description
The need to fully understand the possible consequences of young-adult cannabis use has become increasingly critical as a result of major cannabis policy changes. The purpose of this study was to determine if young-adult users exhibit cognitive deficits on laboratory-based tests and memory and attention deficits in everyday life. Participants

The need to fully understand the possible consequences of young-adult cannabis use has become increasingly critical as a result of major cannabis policy changes. The purpose of this study was to determine if young-adult users exhibit cognitive deficits on laboratory-based tests and memory and attention deficits in everyday life. Participants were 152 students from a large U.S. university enrolled in introductory psychology courses and the top and bottom 10% of the 12-item Yale University PRIME Screening Test for psychotic-like experiences. Participants were asked about their cannabis use and were given six cognitive tests spanning executive function and memory. To test functional impairment in memory and attention, participants were asked to nominate informants (people who knew them well) and these rated the participants on an attention problems scale of four items and a memory problems scale of three items. Results showed that individuals who used cannabis more frequently were rated as having more attention and memory problems and that, consistent with prior research, more frequent cannabis use was associated with worse memory test performance, though the association was not present between frequency of use and executive function test performance. Additionally, it was found that informant-reported attention problems were associated with poorer performance on two of the executive function cognitive tests. The present findings suggest that individuals who use cannabis more frequently experience noticeable memory and attention problems in everyday life, despite the lack of significant correlation between this functional impairment and cognitive test performance. Informant reports, therefore, may be useful in future research for understanding or predicting cognitive impairment in young adults.
ContributorsCarbajal, Lucia (Author) / Meier, Madeline (Thesis director) / McClure, Samuel (Committee member) / Department of Psychology (Contributor) / School of Molecular Sciences (Contributor) / Barrett, The Honors College (Contributor)
Created2016-12
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Description
Prospective memory is defined as the process of remembering to do something at a particular point in the future after first forming a conscious intention. There are three types of prospective memory intentions; event-based, time-based and activity-based intentions. Research has suggested that activity-based is one of the dominant prospective memory

Prospective memory is defined as the process of remembering to do something at a particular point in the future after first forming a conscious intention. There are three types of prospective memory intentions; event-based, time-based and activity-based intentions. Research has suggested that activity-based is one of the dominant prospective memory failures that people self-report yet there is little research on this area of prospective memory. The current study focuses on how activity-based PM is influenced by the association between the match of internal context and intended action. According to previous research, similar context between intention formation and retrieval has been shown to facilitate prospective memory, which increases the execution of intentions. Based on literature, we hypothesized that there would be higher intention completion when the internal context matches the intended action to be completed in the future. Results showed that internal context affected activity-based intention completion significantly. However the interaction between internal context and the intended action did not significantly affect intention completion. Although we did not get the hypothesized interaction, the means do cross over showing the interaction pattern is there. We decided to treat this as a pilot study and replicate it with a well-powered experiment consisting of 560 valid participants.
ContributorsEdrington, Alexis Adele (Author) / Brewer, Gene (Thesis director) / Presson, Clark (Committee member) / McClure, Samuel (Committee member) / Department of Psychology (Contributor) / Barrett, The Honors College (Contributor) / College of Liberal Arts and Sciences (Contributor)
Created2015-12
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Description

Eysenck’s (1967) biological model of personality suggests traits relate to meaningful functioning and structural variations regarding cortical and limbic brain regions. Neuroticism denotes the tendency to experience negative affect (i.e. anxiety, worry, tension, irritability) more frequently than others do (Eysenck 1956). Patock-Peckham & Lopez, 2010). Individuals higher on neuroticism have

Eysenck’s (1967) biological model of personality suggests traits relate to meaningful functioning and structural variations regarding cortical and limbic brain regions. Neuroticism denotes the tendency to experience negative affect (i.e. anxiety, worry, tension, irritability) more frequently than others do (Eysenck 1956). Patock-Peckham & Lopez, 2010). Individuals higher on neuroticism have lower thresholds for a fight or flight response to stressors (Xin et al., 2017). Childhood trauma is associated with increased expression of neurotic traits in an alcohol dependent sample (Schwandt et al, 2013). However, to date, it remains unexplored in the existing literature as to whether or not neuroticism mediates any indirect links from facets of childhood trauma (e.g. emotional, sexual, physical, or neglect) or a supportive family on dysregulated drinking. Impaired control over alcohol use reflects drinking larger amounts and for greater periods than one originally intended (Heather et al., 1993). We fit a multiple-group structural equation model with 937 (465 women/472 men) university student volunteers on a model from trauma facets to alcohol use and problems with neuroticism and impaired control as potential mediators. Results: We found that higher levels of emotional abuse were directly linked to more neurotic symptoms among both cisgender sexes. In addition, we found that higher degrees of a supportive family were directly linked to less neuroticism among women only. Interestingly, neuroticism was directly linked to less alcohol use. Yet, when impaired control was a mediator of the neuroticism to alcohol use pathway, alcohol use increased. We also found that higher levels of supportive family were indirectly linked to less neuroticism and in turn, less impaired control over drinking among women only. However, higher levels of emotional abuse were indirectly linked to more alcohol-related problems through both more neuroticism and impaired control for both genders. Our results support that impaired control may be a key mediating mechanism to internalizing traits such as neuroticism in the alcohol use quantity/frequency pathway. Further, our results suggest that emotional abuse may be an important therapeutic target of intervention for those with comorbid internalizing and alcohol use disorders. NIH/NIAAA K01AA024160-01A1; Burton Family Foundation FP11815 to Julie Patock-Peckham.

ContributorsSalti, Nadeen (Author) / Patock-Peckham, Julie (Thesis director) / Infurna, Frank (Committee member) / McClure, Samuel (Committee member) / Barrett, The Honors College (Contributor) / Department of Psychology (Contributor)
Created2021-12
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Description

Hyper-arousal theory presumes that experiencing trauma can increase one’s sense of fight or flight responses or generalized sense of arousability (Riemann et al., 2010). While this theory has been examined in studies regarding insomnia (e.g. Schwandt et al., 2013) it has yet to be examine with dysregulated drinking outcomes such

Hyper-arousal theory presumes that experiencing trauma can increase one’s sense of fight or flight responses or generalized sense of arousability (Riemann et al., 2010). While this theory has been examined in studies regarding insomnia (e.g. Schwandt et al., 2013) it has yet to be examine with dysregulated drinking outcomes such as impaired control over alcohol use. Impaired control over alcohol use (IC) reflects drinking beyond one’s own self-proscribed limits for one’s own drinking behaviors (Heather et al., 1993). According to multiple review papers on the topic (Leeman et al., 2012; 2014), IC is an understudied topic regarding alcohol use disorders (AUDs). Thus, we sought to explore a pathway from facets of childhood trauma (emotional, physical, & sexual abuse, & neglect) versus a supportive family to arousability to drinking outcomes (i.e. IC, alcohol use, & alcohol-related problems). Method: We fit a multiple-group structural equation model with 835 (368 women/ 467 men) university student volunteers. As our model failed the overall invariance test, χ2Δ (20 df) = 55.788, p < .001, we allowed our hypothesized model to moderate on sex. Results: The direct link from sexual abuse to both IC and alcohol-related-problems was stronger for men than women. Emotional abuse was directly linked to higher levels of arousability among women, whereas an emotionally supportive family was related to lesser degrees of arousability among men. Impaired control mediated the indirect link between higher levels of arousability and alcohol use for both sexes. Impaired control also mediated the indirect link between physical neglect and alcohol-related problems among both sexes. Higher levels of emotional abuse were indirectly linked to both more alcohol use & problems through increased arousability and in turn, more IC among women. Higher levels of sexual abuse were indirectly linked to more alcohol problems through higher degrees of impaired control among men. Conclusions: We found evidence in favor of the Hyper-arousability Theory regarding dysregulated drinking with a direct link between arousability and IC. While physical neglect appears to affect both sexes drinking behaviors, emotional abuse may play a stronger role for women than men, while sexual abuse may play a stronger role among men.

ContributorsOng, Annie (Author) / Patock-Peckham, Julie (Thesis director) / Infurna, Frank (Committee member) / McClure, Samuel (Committee member) / Barrett, The Honors College (Contributor) / Dean, W.P. Carey School of Business (Contributor) / Department of Psychology (Contributor)
Created2021-12