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Cognitive Psychology Commons

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2016

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Articles 1 - 30 of 363

Full-Text Articles in Cognitive Psychology

Process Dissociation Analyses Of Memory Changes In Healthy Aging, Preclinical, And Very Mild Alzheimer Disease: Evidence For Isolated Recollection Deficits, Peter R. Millar Dec 2016

Process Dissociation Analyses Of Memory Changes In Healthy Aging, Preclinical, And Very Mild Alzheimer Disease: Evidence For Isolated Recollection Deficits, Peter R. Millar

Arts & Sciences Electronic Theses and Dissertations

Recollection and familiarity are independent processes that contribute to memory performance. Recollection is dependent on attentional control, which breaks down in early-stage Alzheimer disease (AD), whereas familiarity is independent of attention. The present study examines the sensitivity of recollection estimates based on Jacoby’s (1991) process dissociation procedure to AD-related biomarkers in a large sample of well-characterized cognitively normal older adults (N = 519) and the extent to which recollection discriminates these individuals from individuals with very mild symptomatic AD (N = 64). Participants studied word pairs, e.g., “knee bone,” then completed a primed, explicit, cued fragment-completion memory task, e.g., “knee …


Does Use Of Neutralization Techniques Predict Delinquency And Substance Use Outcomes?, Erin C. Siebert Dec 2016

Does Use Of Neutralization Techniques Predict Delinquency And Substance Use Outcomes?, Erin C. Siebert

Clinical Psychology Dissertations

This study was part of a larger research intervention that uses motivational interviewing (MI) as part of an in-school substance abuse intervention in local high schools in the greater Seattle area. Our aim was to test hypothesized relationships between marijuana use, other delinquent behavior, and neutralization techniques used by participants and determine their impact on the effectiveness of an MI-based intervention. Hypotheses were that neutralization technique use would decrease the effectiveness of an MI intervention due to the conflicting cognitive processes of justification and developing discrepancy. Of the 84 participants that completed Intake assessments, 60% were male and identified as …


If It Feels Good, View It: Selective Exposure And Desensitization Moderate The Association Between Video Gameplay And Pleasure-Oriented Aggression, Mejdy M. Jabr Dec 2016

If It Feels Good, View It: Selective Exposure And Desensitization Moderate The Association Between Video Gameplay And Pleasure-Oriented Aggression, Mejdy M. Jabr

University of New Orleans Theses and Dissertations

A number of studies have indicated that violent video gameplay is associated with higher levels of aggression, and desensitization to violent content contributes to this association. Utilizing a rapid serial visual presentation (RSVP) task, the current study used event-related potentials (ERPs) to investigate selective attention (N1 activation), cognitive control (N2 activation), and desensitization (P3 activation) as neurocognitive mechanisms potentially underlying the association between gameplay and subtypes of aggression. Results showed video game players and non-players differed significantly in brain activation when engaged with violent imagery. N1 and P3 amplitude moderated the association between gameplay and pleasure-oriented aggression. Follow-up analyses further …


Does Attentional Slippage Conform To A Simple Gradient?, Katie Rennie Dec 2016

Does Attentional Slippage Conform To A Simple Gradient?, Katie Rennie

Electronic Theses & Dissertations

The following graduate thesis describes research designed to examine flanker interference at varying spatial distances from a target stimulus. Traditionally, much evidence has accumulated that the distribution of visual attention conforms to a monotonically decreasing gradient in which distractors at the farthest separations produce the least interference (e.g., Erikson & St. James, 1986). Different from this traditional conceptualization, Müller, Mollenhauer, Rösler, and Kleinschmidt (2005) describe what they termed a Mexican hat distribution of visual attention showing flankers at an intermediate zone produce less interference. The current study is designed to investigate whether flanker interference declines monotonically with distance or follows …


Why Therapists Bite Their Tongue In Therapy And What To Do About It, Ingibjorg Thors Dec 2016

Why Therapists Bite Their Tongue In Therapy And What To Do About It, Ingibjorg Thors

Graduate School of Professional Psychology: Doctoral Papers and Masters Projects

Most therapists agree that therapy should be a place where the unspeakable is speakable, and the role of the therapist should be to help the client find a way to change by exploring the patterns of behavior that are no longer working for the client. Being blunt in therapy seems to be one of the key factors needed to promote immediacy, to challenge habitual ways of thinking that are not productive for our clients, and to create a relationship that is different from social and professional relationships. However, many therapists have distorted beliefs about using bluntness in therapy to stimulate …


Teoria De La Mente Y Sociedad En La Narrativa Policiaca De Lorenzo Silva Y Francisco Garcia Pavon: Estereotipos, Roles De Genero Y Minorias, Jesus Castro Gorfti Dec 2016

Teoria De La Mente Y Sociedad En La Narrativa Policiaca De Lorenzo Silva Y Francisco Garcia Pavon: Estereotipos, Roles De Genero Y Minorias, Jesus Castro Gorfti

Open Access Dissertations

Spanish:

The purpose of this study is to utilize certain aspects of cognitive psychology as a framework to analyze the police procedural novels of two Spanish authors: Francisco García Pavón and Lorenzo Silva. Specifically, we will focus on two main aspects of the mind studied by the cognitive sciences: Theory of Mind and metarepresentations. Theory of Mind (ToM) refers to the capacity that human beings have to attribute mental states to other humans, as well as oneself, based on their bodily and facial gestures. The concept of metarepresentation refers to the ability of humans to keep track of who said …


Task Manipulation Effects On The Relationship Between Working Memory Capacity And Go/No-Go Performance, Elizabeth A. Wiemers Dec 2016

Task Manipulation Effects On The Relationship Between Working Memory Capacity And Go/No-Go Performance, Elizabeth A. Wiemers

Open Access Theses

Seemingly minor task manipulations can have large and sometimes unpredicted effects on task performance. Despite this, single tasks are typical in both research and assessment applications. This series of experiments aims to systematically investigate the differences between various perceptual and semantic versions of go/no-go tasks and their relationships with working memory capacity (WMC) with the goal of determining the cause of inconsistencies in the literature. Because these versions of the go/no-go have not previously been systematically studied, the first experiment does so. After determining which performance differences exist based on versions of both task and decision, and noting that these …


Testing A Model Based Approach To Selective And Flexible Attention, Anastasia Nicole Kerr-German Dec 2016

Testing A Model Based Approach To Selective And Flexible Attention, Anastasia Nicole Kerr-German

Masters Theses

A recent neural-process approach using dynamic field theory (DFT), put forth by Buss and Spencer (2014), demonstrated how a simple dimensional attention mechanism can explain the behavioral and neural data associated with the development of flexible attention and performance in the Dimensional Change Card Sorting task (DCCS). Taking a dynamical systems approach to the development of attention in executive functioning is critical as it allows us to further probe the underlying processes and mechanisms that give rise to later life success.

The goal of the current proposal is to generalize DFT in order to explain the development of selective attention …


Fitting Eyewitness Identification And Confidence To A Diffusion Model Of Processing, Brittany Nicole Race Dec 2016

Fitting Eyewitness Identification And Confidence To A Diffusion Model Of Processing, Brittany Nicole Race

Graduate Theses and Dissertations

It is necessary to better serve justice to understand the mechanisms behind eyewitness identification and reports of confidence. The material contained within attempt to fit eyewitness identification to a diffusion model of processing, RTCON (Ratcliff & Starns, 2009). Participants saw eight mock crime videos and were then tasked with using eight showups or eight lineups to identify the suspects within the video. Half of the presentations were target present and half were target absent. Additionally, participants were either presented with biased or unbiased instructions. Strangely, unbiased lineups led to higher hit rates which is contrary to most findings in the …


The Effects Of Time Of Day And Circadian Rhythm On Performance During Variable Levels Of Cognitive Workload, Kathryn A. Feltman Dec 2016

The Effects Of Time Of Day And Circadian Rhythm On Performance During Variable Levels Of Cognitive Workload, Kathryn A. Feltman

Theses and Dissertations

The present study examined the effects of time of day of testing on a simulated aviation task. The tasks required the participants to engage in multitasking while electroencephalogram (EEG) data was collected to objectively measure participants’ workload. Task demands were altered throughout the testing period to expose participants to both high and low workload conditions. Additionally, individual differences in circadian rhythm were explored by assessing participants’ circadian typology. No significant differences in performance were found resulting from time of day differences. However, performance and EEG differences were found based on phase of testing and workload manipulations. Subjective workload measures were …


Examining Psychologists’ Competence And Cultural Adaptations In Therapy When Working With Latina/O Clients, Marisela Lopez Dec 2016

Examining Psychologists’ Competence And Cultural Adaptations In Therapy When Working With Latina/O Clients, Marisela Lopez

Theses and Dissertations

The following multiple case study used semi-structured qualitative interviews and quantitative data to examine the multicultural competencies and cultural adaptations of four psychologists during a mock therapy session. This study consisted of three components: (1) Pre-Task, a semi-structured interview; (2) Task, each participant completing a mock therapy session with the same mock client and; (3) Post-Task, followed the client sessions and consisted of a semi-structured interview, a demographic questionnaire and two paper-pencil self-report measures. Immediately after each therapy session with the participants, the mock client completed two paper-pencil measures and a brief semi-structured interview about the participants. Three multicultural psychology …


Correspondence Between Haptic And Visual Perception Of Stand-On-Ability: Do Hills Look As Steep As They Feel?, Jonathan Kenealy Doyon Dec 2016

Correspondence Between Haptic And Visual Perception Of Stand-On-Ability: Do Hills Look As Steep As They Feel?, Jonathan Kenealy Doyon

Master's Theses

Vision and haptics play a central role in perceiving environmental layout to guide action. Hajnal, Wagman, Doyon, and Clark (2016) demonstrated that visual perception of stand-on-ability is accurate compared to action capabilities, whereas haptic perception of stand-on-ability reliably underestimates action capabilities. This finding contradicts Gibson’s (1979) theory of equivalence in perceptual systems, which suggests that perception should be equivalent regardless of modality. Previous comparisons of visual and haptic perception tested the modalities in isolation. The current experiment directly compares visual to haptic perception of stand-on-ability by using one perceptual system to estimate the other. Observers viewed a surface set to …


Secular But Not Superficial : An Overlooked Nonreligious/Nonspiritual Identity., Daniel G. Delaney Dec 2016

Secular But Not Superficial : An Overlooked Nonreligious/Nonspiritual Identity., Daniel G. Delaney

Electronic Theses and Dissertations

Since Durkheim’s characterization of the sacred and profane as “antagonistic rivals,” the strict dichotomy has been framed in such a way that “being religious” evokes images of a life filled with profound meaning and value, while “being secular” evokes images of a meaningless, self-centered, superficial life, often characterized by materialistic consumerism and the cold, heartless environment of corporate greed. Consequently, to identify as “neither religious nor spiritual” runs the risk of being stigmatized as superficial, untrustworthy, and immoral. Conflicts and confusions encountered in the process of negotiating a nonreligious/nonspiritual identity, caused by the ambiguous nature of religious language, were explored …


The Effects Of Deception And Manipulation Of Motivation To Deceive On Event Related Potentials, Ethan C. Ashworth Dec 2016

The Effects Of Deception And Manipulation Of Motivation To Deceive On Event Related Potentials, Ethan C. Ashworth

Undergraduate Honors Theses

The Correct Response Negativity (CRN) is an event-related potential component that is affected by the act of deception. However, there have been inconsistent findings on the effect of deception on the CRN. Suchotzki, et al. (2015) suggested that the design of the paradigm used to elicit the deceptive response is what controls the size of the CRN. Specifically, motivation to deceive changes the size of deception relative to telling the truth. This study attempted to follow up on suggestions made by Suchotzki et al. (2015) to investigate if extraneous motivation to lie does indeed invert the ratio of CRN in …


Approaching Individual Differences Questions In Cognitive Control: A Case Study Of The Ax-Cpt, Shelly Cooper Dec 2016

Approaching Individual Differences Questions In Cognitive Control: A Case Study Of The Ax-Cpt, Shelly Cooper

Arts & Sciences Electronic Theses and Dissertations

Investigating individual differences in cognition requires addressing questions not often thought about in standard experimental designs, especially those regarding the psychometrics of a task. The purpose of the present study is to use the AX-CPT cognitive control task as a representative case study example to address four concerns that may impact the ability to answer questions related to individual differences. First, the importance of a task's true score variance for evaluating potential failures to replicate predicted individual differences effects is demonstrated. Second, evidence is provided that Internet-based studies (e.g., MTurk) can exhibit comparable, or even higher true score variance than …


Cross Cultural Regularities In The Cognitive Architecture Of Pride, Daniel Sznycer, Laith Al-Shawaf, Yoella Bereby-Meyer, Oliver Scott Curry, Delphine De Smet, Elsa Ermer, Sangin Kim, Sunhwa Kim, Norman P. Li, Maria Florencia Lopez Seal, Jennifer Mcclung, Jiaqing O, Yohsuke Ohtsubo, Tadeg Quillien, Max Schaub, Aaron Sell, Florian Van Leeuwen, Leda Cosmide, John Tooby Dec 2016

Cross Cultural Regularities In The Cognitive Architecture Of Pride, Daniel Sznycer, Laith Al-Shawaf, Yoella Bereby-Meyer, Oliver Scott Curry, Delphine De Smet, Elsa Ermer, Sangin Kim, Sunhwa Kim, Norman P. Li, Maria Florencia Lopez Seal, Jennifer Mcclung, Jiaqing O, Yohsuke Ohtsubo, Tadeg Quillien, Max Schaub, Aaron Sell, Florian Van Leeuwen, Leda Cosmide, John Tooby

Research Collection School of Social Sciences

Pride occurs in every known culture, appears early in development, is reliably triggered by achievements and formidability, and causes a characteristic display that is recognized everywhere. Here, we evaluatethe theory that pride evolved to guide decisions relevant to pursuing actions that enhance valuation and respect for a person in the minds of others. By hypothesis, pride is a neurocomputational program tailored by selection to orchestrate cognition and behavior in the service of: (i) motivating the costeffective pursuit of courses of action that would increase others’ valuations and respect of the individual, (ii) motivating the advertisement of acts or characteristics whose …


The Relationship Between P300 Evoked Potentials And Prefrontal Cortex Oxygen Use: A Combined Eeg And Nirs Study, Will S. Rizer Dec 2016

The Relationship Between P300 Evoked Potentials And Prefrontal Cortex Oxygen Use: A Combined Eeg And Nirs Study, Will S. Rizer

All NMU Master's Theses

The P300 subcomponent, P3b, is an event related potential detected at the scalp surface when a working memory comparison results in differences between the contents of working memory and incoming stimulus information. Previous research has indicated that as infrequent targets become more difficult to detect (morphologically similar to a frequent non-target stimulus) the P300 becomes attenuated. fMRI research has also indicated increased prefrontal cortex (PFC) activity during P300 generation. To examine the relationship between P3b amplitude and PFC activity participants performed an easy and difficult target detection task in both EEG and NIRS called the oddball. The EEG and behavioral …


Hands, And Numbers, And Dots Oh My! Examining The Effect Of Nearby-Hands On Counting And Subitizing, Gabriel Allred Dec 2016

Hands, And Numbers, And Dots Oh My! Examining The Effect Of Nearby-Hands On Counting And Subitizing, Gabriel Allred

UNLV Theses, Dissertations, Professional Papers, and Capstones

The “nearby-hand” effect (Tseng, Bridgeman, & Juan 2012), an alteration of performance caused by the presence of our hands in the visuospatial area, has been found in learning, attention, and working memory tasks (Brockmole, Davoli, Abrams, & Witt, 2013a). However, no work to date has been published demonstrating a relationship between the nearby-hand effect and judgments of magnitude, including subitizing and counting. It is suggested by Tseng, Bridgeman, and Juan (2012) that nearby-hands affect attentional disengagement, yet little experimental evidence is available to support this notion. Given the serialized nature of counting, which requires attentional disengagement from item to item …


The Effect Of Gender, Not Math Anxiety, On Working Memory Tasks, Amy J. Mcauley Dec 2016

The Effect Of Gender, Not Math Anxiety, On Working Memory Tasks, Amy J. Mcauley

UNLV Theses, Dissertations, Professional Papers, and Capstones

Math anxiety is defined as “feelings of tension and anxiety that interfere with the manipulation of numbers and the solving of mathematical problems in a wide variety of ordinary life and academic situations.” (Richardson & Suinn, 1972). The effects math anxiety has on various tasks are overwhelming. Math anxiety has been shown to relate to poor educational attainment and avoidance of math courses (Hembree 1990). Research has shown that math anxiety can affect simple process like counting (Maloney, Risko, Ansari, & Fugelsang, 2010) to taxing working memory while solving a math problem (Ashcraft & Kirk, 2001). Additionally, gender also plays …


Dissociable Early Attentional Control Mechanisms Underlying Cognitive And Affective Conflicts, Taolin Chen, Keith M. Kendrick, Chunliang Feng, Shiyue Sun, Xun Yang, Xiaogang Wang, Wenbo Luo, Suyong Yang, Xiaoqi Huang, Pedro A. Valdes-Sosa, Qiyong Gong, Jin Fan, Yue-Jia Luo Nov 2016

Dissociable Early Attentional Control Mechanisms Underlying Cognitive And Affective Conflicts, Taolin Chen, Keith M. Kendrick, Chunliang Feng, Shiyue Sun, Xun Yang, Xiaogang Wang, Wenbo Luo, Suyong Yang, Xiaoqi Huang, Pedro A. Valdes-Sosa, Qiyong Gong, Jin Fan, Yue-Jia Luo

Publications and Research

It has been well documented that cognitive conflict is sensitive to the relative proportion of congruent and incongruent trials. However, few studies have examined whether affective conflict processing is modulated as a function of proportion congruency (PC). To address this question we recorded eventrelated potentials (ERP) while subjects performed both cognitive and affective face-word Stroop tasks. By varying the proportion of congruent and incongruent trials in each block, we examined the extent to which PC impacts both cognitive and affective conflict control at different temporal stages. Results showed that in the cognitive task an anteriorly localized early N2 component occurred …


An Examination Of Accessible Hands-On Science Learning Experiences, Self-Confidence In One’S Capacity To Function In The Sciences, And Motivation And Interest In Scientific Studies And Careers., Mick D. Isaacson, Cary Supalo, Michelle Michaels, Alan Roth Nov 2016

An Examination Of Accessible Hands-On Science Learning Experiences, Self-Confidence In One’S Capacity To Function In The Sciences, And Motivation And Interest In Scientific Studies And Careers., Mick D. Isaacson, Cary Supalo, Michelle Michaels, Alan Roth

Journal of Science Education for Students with Disabilities

This study examined the potential relationship of accessible hands-on science learning experiences to the development of positive beliefs concerning one’s capacity to function in the sciences and motivation to consider science as a college major and career. Findings from Likert survey items given before and after engaging in accessible hands-on science laboratories show that students who were blind or had low vision (BLV) were more likely to agree with the following items after engaging in accessible science experiences: 1) I plan on enrolling as a science major in college; 2) My educational experiences, so far, have given me the …


The Effect Of Interruptions On Primary Task Performance In Safety-Critical Environments, Cheryl Ann Nicholas Nov 2016

The Effect Of Interruptions On Primary Task Performance In Safety-Critical Environments, Cheryl Ann Nicholas

Doctoral Dissertations

Safety critical systems in medicine utilize alarms to signal potentially life threatening situations to professionals and patients. In particular, in the medical field multiple alarms from equipment are activated daily and often simultaneously. There are a number of alarms which require caregivers to take breaks in complex, primary tasks to attend to the interruption task which is signaled by the alarm. The motivation for this research is the knowledge that, in general, interrupting tasks can have a potentially negative impact on performance and outcomes of the primary task. The focus of this research is on the effect of an interrupting …


Personality Traits That Influence Truthfulness And Deception, Khrista E. Neville Nov 2016

Personality Traits That Influence Truthfulness And Deception, Khrista E. Neville

Posters-at-the-Capitol

Everyday deception reflects lying and misrepresenting the truth as part of our daily lives. While everyday deception is by definition commonplace and often reflects a normal and even healthy state of mind, the frequency and intent behind such deception could also reflect mental illness. One major component of individual differences in everyday deception is personality. Identifying personality traits that coincide with everyday deception is crucial to understanding how individual differences relate to both social and antisocial tendencies. The current study tested the hypothesis that the sensation seeking personality trait and psychopathy can predict everyday deception. Seventy-nine undergraduate students participated in …


A Validation Of The Efficacy Of Descriptive Instrumental Collective Case Study Research Methodology For Examining Pilot Cognitive Functioning, Clint R. Balog Nov 2016

A Validation Of The Efficacy Of Descriptive Instrumental Collective Case Study Research Methodology For Examining Pilot Cognitive Functioning, Clint R. Balog

International Journal of Aviation, Aeronautics, and Aerospace

The research conducted developed a descriptive understanding of how the cognitive processes of risk assessment, problem solving, and decision making, as well as other supportive processes, are employed by pilots-in-command (PICs) during the experience of extended, extreme, in-flight emergencies. This understanding is then applied to similar dynamic, operational environments. The research also validated the applicability and efficacy of Robert Stake’s 1995 descriptive, instrumental, collective case study methodology as a tool for investigating such phenomenon and developing such an understanding. Specifically, the research details the necessary procedures for employing this methodology successfully, and provides example of those procedures, and their results, …


Creating A Common Trajectory: Shared Decision Making And Distributed Cognition In Medical Consultations, Katherine D. Lippa, Valerie L. Shalin Nov 2016

Creating A Common Trajectory: Shared Decision Making And Distributed Cognition In Medical Consultations, Katherine D. Lippa, Valerie L. Shalin

Patient Experience Journal

The growing literature on shared decision making and patient centered care emphasizes the patient’s role in clinical care, but research on clinical reasoning almost exclusively addresses physician cognition. In this article, we suggest clinical cognition is distributed between physicians and patients and assess how distributed clinical cognition functions during interactions between medical professionals and patients with Multiple Sclerosis (MS). A combination of cognitive task analysis and discourse analysis reveals the distribution of clinical reasoning between 24 patients and 3 medical professionals engaged in MS management. Findings suggest that cognition was distributed between patients and physicians in all major tasks except …


Individual Differences In Stress And Coping: Testing A Model Of Decisional Control, Bryan D. Grant Nov 2016

Individual Differences In Stress And Coping: Testing A Model Of Decisional Control, Bryan D. Grant

Electronic Thesis and Dissertation Repository

Quantifying the processes of coping is one way to make the concept both descriptive and testable. Decisional Control (DC) is a formal, mathematically-specified, normative model which prescribes that an individual faced with a variety of alternatives in a stressing situation will attempt to minimize objective and perceived threat of an adverse event inherent within their choices. In this study, a game-theoretic probability mixture model created for DC was evaluated using established indexes of model fit to empirical decision and choice data. Sources of empirical departure from the fully normative model predictions, notably individual and group cognitive mapping of choice linked …


Is The Smartphone A Smart Choice? The Effect Of Smartphone Separation On Executive Functions, Andree Hartanto, Hwajin Yang Nov 2016

Is The Smartphone A Smart Choice? The Effect Of Smartphone Separation On Executive Functions, Andree Hartanto, Hwajin Yang

Research Collection School of Social Sciences

Despite a huge spike in smartphone overuse, the cognitive and emotional consequences of smartphone overuse have rarely been examined empirically. In two studies, we investigated whether separation from a smartphone influences state anxiety and impairs higher-order cognitive processes, such as executive functions. We found that smartphone separation causes heightened anxiety, which in turn mediates the adverse effect of smartphone separation on all core aspects of executive functions, including shifting (Experiment 1) and inhibitory control and working-memory capacity (Experiment 2). Interestingly, impaired mental shifting was evident regardless of the extent of smartphone addiction, whereas smartphone addiction significantly moderated the negative effect …


Connecting Psychopathology Meta-Structure And Mechanisms, Charles A. Sanislow Oct 2016

Connecting Psychopathology Meta-Structure And Mechanisms, Charles A. Sanislow

Charles A. Sanislow, Ph.D.

No abstract provided.


Cognitively-Tailored Decisions: An Exploration Of Cognitive Reflection, Heuristics, And Time Constraints, Hannah Smith, Paul Collopy Oct 2016

Cognitively-Tailored Decisions: An Exploration Of Cognitive Reflection, Heuristics, And Time Constraints, Hannah Smith, Paul Collopy

Von Braun Symposium Student Posters

No abstract provided.


Angels And Demons: Using Behavioral Types In A Real-Effort Moral Dilemma To Identify Expert Traits, Hernan Bejerano, Ellen P. Green, Stephen Rassenti Oct 2016

Angels And Demons: Using Behavioral Types In A Real-Effort Moral Dilemma To Identify Expert Traits, Hernan Bejerano, Ellen P. Green, Stephen Rassenti

ESI Publications

In this article, we explore how independently reported measures of subjects' cognitive capabilities, preferences, and sociodemographic characteristics relate to their behavior in a real-effort moral dilemma experiment. To do this, we use a unique dataset, the Chapman Preferences and Characteristics Instrument Set (CPCIS), which contains over 30 standardized measures of preferences and characteristics. We find that simple correlation analysis provides an incomplete picture of how individual measures relate to behavior. In contrast, clustering subjects into groups based on observed behavior in the real-effort task reveals important systematic differences in individual characteristics across groups. However, while we find more differences, these …