Cognitive Psychology Commons^™

Predicting Similarity Judgments In Intertemporal Choice With Machine Learning, Jeffrey R. Stevens, Leen-Kiat Soh

Jeffrey Stevens Publications

Similarity models of intertemporal choice are heuristics that choose based on similarity judgments of the reward amounts and time delays. Yet, we do not know how these judgments are made. Here, we use machine-learning algorithms to assess what factors predict similarity judgments and whether decision trees capture the judgment outcomes and process. We find that combining small and large values into numerical differences and ratios and arranging them in tree-like structures can predict both similarity judgments and response times. Our results suggest that we can use machine learning to not only model decision outcomes but also model how decisions are …

Heterogeneity And Parsimony In Intertemporal Choice, Michel Regenwetter, Daniel R. Cavagnaro, Anna Popova, Ying Guo, Chris Zwilling, Shiau Hong Lim, Jeffrey R. Stevens

Jeffrey Stevens Publications

Behavioral theories of intertemporal choice involve many moving parts. Most descriptive theories model how time delays and rewards are perceived, compared, and/or combined into preferences or utilities. Most behavioral studies neglect to spell out how such constructs translate into heterogeneous observable choices. We consider several broad models of transitive intertemporal preference and combine these with several mathematically formal, yet very general, models of heterogeneity. We evaluate 20 probabilistic models of intertemporal choice using binary choice data from two large-scale experiments. Our analysis documents the interplay between heterogeneity and parsimony in accounting for empirical data: We find evidence for heterogeneity across …

Comparison Of The Sensitivity Of Yes/No And Forced Choice Associative Recognition, Garrett Schliewinsky

Theses and Dissertations (Comprehensive)

Yes-no (YN) and forced choice (FC) associative recognition tasks were compared across three experiments to test the varying effects of familiarity. Schliewinsky and Hockley (2016) previously found a discrimination advantage for FC tasks over YN tasks when word pairs were familiarized. The present research is a continuation to further explore the effects of increased familiarity. Experiment 1 manipulated the familiarity of individual items in the word pairs. No discrimination advantage for the FC condition over the YN condition was found when only item familiarity was increased, emphasizing the importance of associative information for accurate associative recognition. There was, though, a …

Investigating The Roles Of Mechanoreceptive Channels In Tactile Apparent Motion Perception: A Vibrotactile Study, Phill Kim, Philip Servos Dr.

Theses and Dissertations (Comprehensive)

Tactile apparent motion (TAM) is a perceptual phenomenon in which consecutive presentation of multiple tactile stimuli creates an illusion of motion. Employing a novel tactile display device, the Latero, allowed us to investigate this. The current study focused on the Rapidly Adapting (RA) channel and Slowly Adapting I (SAI) channel on the index finger. The experiment implemented vibrotactile masking stimuli to target the mechanoreceptive channels with the goal of gaining better insight into the involvement of mechanoreceptive channels in the perception of TAM. Masking stimuli were used because previous studies have used them to differentiate between different channels; a …

Dynamic Balance Control And Segmental Orientation While Listening During Walking: Effects Of Age And Hearing Loss, Sin Tung Lau

Theses and Dissertations (Comprehensive)

Dynamic control of balance changes with age and changes with declines in sensory and cognitive abilities. For instance, emerging, yet robust associations between hearing loss and poor mobility have been described and yet the mechanism underlying these associations remains unknown. It could be that age-related declines in hearing ability result in different kinematic strategies when having to walk and listen at the same time (e.g. head and body orienting responses toward sounds) and/or that declines in hearing result in increased cognitive load during listening, at the detriment to mobility-related performance. Therefore, this thesis sought to better characterize these associations by …

Quantitative Assessment Of Psycho-Social Factors Associated With Alcoholics Anonymous Involvement, Dianne Bentley

Walden Dissertations and Doctoral Studies

Alcohol use disorders are a major health problem in the United States; approximately 7.4% of the population meets the criteria for alcohol abuse or dependence. However, Reed, Levin, and Evans (2012) reported a lack in research regarding alcoholism's risk factors and how these influence Alcoholics Anonymous involvement. Though there is evidence for several risk factors, researchers have found mixed results regarding gender and impulsivity. Social learning theory was the theoretical foundation of this study and guided the exploration and interpretation of these risk factors. Therefore, the purpose of this quantitative, nonexperimental study was to understand the relationship that impulsivity (as …

The Behavioral And Electrophysiological Effects Of Discrimination And Inhibition Training On Visual Selective Attention: An Erp And Time-Frequency Analysis, Arooj Abid

Dissertations and Theses

Enhancement of task relevant information and the suppression of task irrelevant information are the two co-occurring mechanisms of selective attention. Studies have shown that ERP components (specifically N2, P3, and RP) and the alpha band (8-14 Hz) rhythm correspond to neural mechanisms and processes of visual selective attention, especially conflict resolution. Tested by a modified version of the visual flanker task, a conflict task employing inhibitory control, two groups of healthy adults were exposed to three weeks of cognitive training; either discrimination training (trained to discriminate target orientation) or inhibition training (trained to ignore interfering distractors) to investigate whether training …

Learning Strategies Employed By College Aged Students With Disabilities: The Link Between Metacognition, Motivation, And Working Memory, Michael Rodriguez

UNF Graduate Theses and Dissertations

The aim of this study is two-fold. First, we want to understand the levels of metacognitive awareness of learning strategies in undergraduates with learning disabilities. Previous research states that recall is the most effective method of studying, but most students prefer to reread their notes or textbook which is ineffective. Second, we want to explore the link between Working Memory and metacognitive awareness of learning strategies in undergraduates with learning disabilities. The learning strategies that college students with and without disabilities is examined, we found that students in both groups preferred the usage of the same strategies equally. The most …

The Inevitability Of Decay: Disability In Ernest Hemingway's The Old Man And The Sea, Dominic Robin

UNF Graduate Theses and Dissertations

To many, Ernest Hemingway embodies a certain image of "masculinity," one centered around ability and physical performance. Such a narrative ignores the truly complicated and dynamic shape his understanding of the body took. Through an analysis of Hemingway's The Old Man and the Sea, I examine the form this ideology took in his later life, focusing particularly on Hemingway's evolved understanding of the body. Through this research, a more nuanced picture of Hemingway emerges, one that recognizes the complicated and dynamic nature his view of the "able" body took.

Is Viewing A Painting Really Like Reading? An Investigation Of Trans-Symbolic Comprehension Processes, Christian C. Steciuch

Graduate Research Theses & Dissertations

Humans form mental models of the world around them. A large body of research has outlined these mental processes for comprehending texts, yet less work has been conducted in the world of comprehending artworks. The recent Trans-Symbolic Comprehension (TSC) Framework has posited that there are shared comprehension processes between the domains of text and artwork. The current study tested this claim by having individuals think-aloud while viewing paintings and reading texts. Think-aloud protocols were then parsed and coded for six distinct mental processes that the TSC framework claims are required for comprehension across symbol systems. It was hypothesized that individuals …

The Role Of "Because" In Mechanistic And Teleological Explanations In Science, Lillian K.E. Asiala

Graduate Research Theses & Dissertations

In science, mechanistic and teleological explanations differ in their account for why a phenomenon occurs. A mechanistic explanation presents events within the phenomenon’s causal history, while a teleological explanation presents the function or benefit of the phenomenon. These explanation types present two different types of causal coherence relations; a cause- consequence relation for mechanistic explanations, and an enabling relationship for teleological explanations. The purpose of this study was to examine the role of the causal connective “because” in inference generation for the relations present in each explanation type. Two first experiments show that readers accept “because” as an appropriate causal …

Insulting Words: "They Are Animals!", Carolyn A. Ristau

Animal Sentience

As Chapman & Huffman state, creating divisive human categories has rationalized atrocities committed against the “other.” Labeling neighboring warring villagers as “animals” is considered a despicable insult. Yet contemporary scientific views of many animals grant them thinking and conscious faculties, and the capacity for impressive achievements, many unattainable by humans. Robots, too, can accomplish many similar feats. But the essential reason we must protect animals is not because of their admirable abilities, but their capacity for consciousness, for suffering. Robots are not conscious. Participants in the human-animal debate should not complain about changing criteria for determining human uniqueness. New and …

Understanding Human Performance And Social Presence: An Analysis Of Vigilance And Social Facilitation, Victoria Claypoole

Electronic Theses and Dissertations

Social facilitation is characterized by improved performance on simple, or well-known, tasks and impaired performance on complex, or unfamiliar, tasks. Previous research has demonstrated that the use of social presence may improve performance on cognitive-based tasks that are relevant to many organizational contexts, such as vigilance. However, to date, there has not been consolidation of the research regarding the different implementations of social facilitation, or any analysis indicating which types of social presence are best under varying conditions. The present dissertation describes three experiments that seek to contribute to a taxonomic framework of social facilitation. Experiment One statistically established a …

Gender Differences In Task Switching: An Event-Related Potential Study, Briana M. Bratcher

All Master's Theses

The current study examined the possible differences in several brainwaves and behavioral reaction times between males and females in relation to task switching. Previous research has shown gender differences in various aspects of cognition including task switching. Task switching refers to the ability to cognitively switch from processing one task to processing another, completely different task. The current study utilized a color-shape target switching paradigm and event-related potentials to analyze possible gender differences. The results of the study showed no gender differences in relation to reaction times, P2 and P3b brainwave latencies or amplitudes. However, the study found a difference …

The Modulatory Effect Of Expectations On Memory Retrieval During Sentence Comprehension, Luca Campanelli, Julie A. Van Dyke, Klara Marton

Publications and Research

Memory retrieval and probabilistic expectations are recognized factors in sentence comprehension that capture two different critical aspects of processing difficulty: the cost of retrieving and integrating previously processed elements with the new input words and the cost of incorrect predictions about upcoming words or structures in a sentence. Although these two factors have independently received substantial support from the extant literature, how they interact remains poorly understood. The present study investigated memory retrieval and expectation in a single experiment, pitting these factors against each other. Results showed a significant interference effect in both response time to the comprehension questions and …

Interpretation Bias Toward Ambiguous Information In Burnout And Depression, Renzo Bianchi, Eric Laurent, Irvin Sam Schonfeld, Jay Verkuilen, Chantal Berna

Publications and Research

Burnout has been defined as a job-related syndrome combining pervasive fatigue and loss of motivation. In recent years, evidence has mounted that burnout may reflect a depressive condition. In this study, we expanded on past investigations of burnout-depression overlap by focusing on interpretation biases toward ambiguous information among the two entities. We conducted a web-based study involving 1056 participants (83% female; mean age: 42.87). Burnout symptoms were assessed with the Shirom-Melamed Burnout Measure and depressive symptoms with the PHQ-9. The Ambiguous Scenarios Test (AST), a measure of interpretation bias validated among dysphoric individuals, was the outcome of interest. The AST …

Proceedings Of The Cuny Games Conference 4.0: The Interactive Course, Robert O. Duncan, Joe Bisz, Julie Cassidy, Kathleen Offenholley, Maura A. Smale, Carolyn Stallard, Deborah Sturm, Anders A. Wallace, Cuny Games Network

Publications and Research

Proceedings of the CUNY Games Conference, held from January 22-23, 2018, at the CUNY Graduate Center and Borough of Manhattan Community College.

Critical Play with History (Panel) - Composition & Storytelling - Health & Cognitive Sciences - Gaming Anthropology: Teaching Culture and Power Through Games and Design (Panel) - Twine & Writing Games - Easy Ideas II - STEM Games - Global Games for Change Catalog (Panel) - Comics & Active Learning - Fact Checking & Research - Computer Science & Game Design - SimGlobal: Building a Serious Roleplay Course for the Social Sciences (Panel) - Role Playing Games, Narrative, …

Effects Of Task Goals On Processing Causal Explanations In Science Texts, Kathryn E. Rupp

Graduate Research Theses & Dissertations

Previous research has shown that students experience difficulty understanding scientific texts that explain physical systems (e.g., how coral bleaching occurs; how speakers work). Explanatory texts about physical systems depict causally connected components and events that change across time and space. Readers incrementally build a mental representation of the system often called a mental model. The primary goal of the present experiment was to explore the possibility that one reason why explanatory texts are difficult to comprehend is that students adopt reading goals that do not facilitate the construction of a coherent mental model of the explanation. In the present experiment, …

Entropy, Order, And Agency: The Cognitive Basis Of The Link Between Agents And Order, Adena Schachner, Minju Kim

Psychology Faculty Articles and Research

People often believe that orderly structures were created by agents. We examine the cognitive basis of this tendency, asking if learned associations or causal reasoning drives us to link order with agents. Causal reasoning predicts that knowledge of an alternative physical-mechanical cause should ‘explain away’ orderliness, weakening the link with agents. In a preregistered experiment, we manipulated the context to provide (or not provide) a physical-mechanical explanation for orderly outcomes, and participants judged if an object or agent had been present. We compared outcomes differing in (a)levels of orderliness and (b)whether context provided an alternative explanation. We found that environmental …

Exploring Illusions Of Height In Suit Design, Michael P. Lee

Theses and Dissertations--Psychology

Objective: The goal of this research was to explore how the design of clothing, specifically the design of the suit, can create height illusions.

Background: Taller people enjoy many advantages, such as increased income and perceived attractiveness. These advantages motivate people to try to appear taller than they actually are, and clothing experts provide advice on how to accomplish this. However, there is little empirical evidence to validate the illusory effects clothing might have on overall height perception. The few studies that have explored illusions of body size created by clothing design have been limited in two important ways – …