Quantitative Psychology Commons^™

Impact Of Mindfulness On Test Anxiety In College Students, Lindsay Alcock

Honors Program Projects

Background

Mindfulness is defined as the state of giving full attention to a stimulus, internal or external, without inducing judgment or becoming reactional about the feelings experienced, positive or negative (Davis & Hayes, 2012). Previous studies have investigated the relationship between mindfulness techniques and the reduction of anxiety (Chambers et al., 2008; Macdonald & Olsen, 2020); a smaller number of studies have considered test anxiety (Cho et al., 2016; Sparks, 2017). Prior research has used multiple mindfulness techniques to measure the impact on test anxiety, but few have isolated mindfulness trainings to compare the relative impact of each type on …

Non-Verbal Pride Expressions As A Predictor Of Lgbtq Health, Craig Gilbert

Theses and Dissertations

Pride is a self-conscious, positive emotion that has been assessed in a wide range of populations and with a variety of pre-validated measures. Research has shown that the presence of pride can function as a potential resilience factor against minority based stress and has been linked to increased emotional well being, life satisfaction, and self-esteem. However, a majority of this research relies upon self-report questionnaires as opposed to observational data. To evaluate the predictive power of non-verbal pride behaviors, a group of LGBTQ+ individuals (n=125) were asked during a recorded interview to describe an experience where they felt prideful about …

Reinstatement Candidate Credentialing Exam Performance: Evaluating The Persistence Of Misinformed Responses On Multiple Choice Items, Ben Babcock, Zachary D. Siegel

Practical Assessment, Research, and Evaluation

Research about repeated testing has revealed that retaking the same exam form generally does not advantage or disadvantage failing candidates in selected response-style credentialing exams. Feinberg, Raymond, and Haist (2015) found a contributing factor to this phenomenon: people answering items incorrectly on both attempts give the same incorrect response about 2/3 of the time. They concluded that examinees are misinformed, rather than uninformed, about these items. The current research investigated whether reinstatement candidates followed similar patterns. Reinstatement candidates are people that obtain a credential, later discontinue the credential, then retake the exam to regain the credential. Data came from a …

An Introduction To The Analysis Of Ranked Response Data, Holmes Finch

Practical Assessment, Research, and Evaluation

Researchers in many disciplines work with ranking data. This data type is unique in that it is often deterministic in nature (the ranks of items k-1 determine the rank of item k), and the difference in a pair of rank scores separated by k units is equivalent regardless of the actual values of the two ranks in the pair. Given its unique qualities, there are specific statistical analyses and models designed for use with ranking data. The purpose of this manuscript is to demonstrate a strategy for analyzing ranking data from sample description through the modeling of relative …

People Remember Liked Political Policies As Having Been Attributed To Their Own Party, Dalton Thomas Bailey

Masters Theses & Specialist Projects

A robust finding in psychology shows that people tend to like information more when it supports their existing beliefs, or comes from their own ingroup, a finding known as motivated reasoning. These findings are especially prominent in a political context. Quite consistently, research suggests people increase their liking of political information like political policies when they are attributed to their own party. What is unknown, however, is if people also tend to attribute personally liked information to their own party. These studies were conducted to investigate this question.

Two, within-subjects studies were conducted. In both, participants (undergraduate students) saw various …

Educational Intervention Program For Young Voters: Improving Political Knowledge And Voting Behavior In The 2020 Simultaneous Local Elections, Muhammad Abdan Shadiqi, Gusti Ernawati, Rima Hariati, Khaerullah Fadhli Hasan Arasy, Noor I’Anah, Wita Al Istiqomah, Ulfiyah Nanda Firman, Neka Erlyani

Jurnal Politik

Young voters' low level of political knowledge, which impacts political participation, is still a phenomenon today. The influence of political knowledge on young voters' behavior is still being debated, and there is little empirical evidence, especially regarding political knowledge and voting behavior enhanced through specific educational programs. Therefore, an effective education program is needed to increase political knowledge and the desire of young voters to participate in general elections. This study aims to determine the effectiveness of educational programs in increasing political knowledge and shaping voting behavior among young voters in South Kalimantan Local Elections (Pilkada). We used a quasi-experimental …

Creating A Short, Public-Domain Version Of The Cpai-2: Using An Algorithmic Approach To Develop Public-Domain Measures Of Indigenous Personality Traits, Mukhunth Raghavan

USF Tampa Graduate Theses and Dissertations

In this study we aimed to create a short, public-domain analogue of the Cross-Cultural (Chinese) Personality Assessment Inventory (CPAI-2; F. M. Cheung et al., 1996). Emic (culture-specific) traits measured by the CPAI-2 are purportedly specific to the Chinese culture and argued to not be fully captured by the consensus Big Five personality trait taxonomy. Research suggests that CPAI-2 traits may have unique predictive power, especially in non-Western contexts. However, research has been hampered by several limitations of the measure. The inventory is proprietary and long, with 341 items forming 28 scales and four factors. Cross-cultural personality research would benefit from …

Autocorrelation Screening: A Potentially Efficient Method For Detecting Repetitive Response Patterns In Questionnaire Data, Jaroslav Gottfried, Stanislav Ježek, Maria Králová, Tomáš Řiháček

Practical Assessment, Research, and Evaluation

Valid data are essential for making correct theoretical and practical implications. Hence, efficient methods for detecting and excluding data with dubious validity are highly valuable in any field of science. This paper introduces the idea of applying autocorrelation analysis on self-report questionnaires with single-choice numbered, preferably Likert-type, scales in order to screen out potentially invalid data, specifically repetitive response patterns. We explain mathematical principles of autocorrelation in a simple manner and illustrate how to efficiently perform detection of invalid data and how to correctly interpret the results. We conclude that autocorrelation screening could be a valuable screening tool for assessing …

Self-Conscious Emotions And The Right Fronto-Temporal And Right Temporal Parietal Junction, Adriana Lavarco, Nathira Ahmad, Qiana Archer, Matthew Pardillo, Ray Nunez Castaneda, Anthony Minervini, Julian Keenan

Department of Biology Faculty Scholarship and Creative Works

For more than two decades, research focusing on both clinical and non-clinical populations has suggested a key role for specific regions in the regulation of self-conscious emotions. It is speculated that both the expression and the interpretation of self-conscious emotions are critical in humans for action planning and response, communication, learning, parenting, and most social encounters. Empathy, Guilt, Jealousy, Shame, and Pride are all categorized as self-conscious emotions, all of which are crucial components to one’s sense of self. There has been an abundance of evidence pointing to the right Fronto-Temporal involvement in the integration of cognitive processes underlying the …

Characterizing The Patterns, Predictors, And Processes Involved In Recovery From Substance Use Disorders, Rebecca L. Smith

Theses and Dissertations

Alcohol and drug use disorders are associated with significant cost to individuals, families, and society.Approximately 40-75% of affected individuals remit from alcohol use disorders (AUD). Although the development of AUD is well studied, recovery from AUD and factors that contribute to recovery are not as well characterized. With the definition of recovery evolving towards a process rather than an outcome, there is a need to better understand psychosocial functioning and quality of life among individuals at different points in their recovery journeys. Concurrently, additional research is needed to understand the interplay between sources of recovery capital, individual differences in risk …

A Monte Carlo Simulation Of Rat Choice Behavior With Interdependent Outcomes, Michelle A. Frankot

Graduate Theses, Dissertations, and Problem Reports

Preclinical behavioral neuroscience often uses choice paradigms to capture psychiatric symptoms. In particular, the subfield of operant research produces nested datasets with many discrete choices in a session. The standard analytic practice is to aggregate choice into a continuous variable and analyze using ANOVA or linear regression. However, choice data often have multiple interdependent outcomes of interest, violating an assumption of general linear models. The aim of the current study was to quantify the accuracy of linear mixed-effects regression (LMER) for analyzing data from a 4-choice operant task called the Rodent Gambling Task (RGT), which measures decision-making in the context …

Interactions Of International Pilots' Stress, Fatigue, Symptoms Of Depression, Anxiety, Common Mental Disorders And Wellbeing, Marion Venus, Martin Grosse Holtforth

International Journal of Aviation, Aeronautics, and Aerospace

Objective

This study Investigates more dimensions than previous studies simultaneously: pilots’ duty rosters, stress, sleep difficulties, fatigue levels, wellbeing, symptoms of depression, anxiety, and common mental disorders (CMD), and how they are interrelated.

Background

Several scientific studies have confirmed that fatigue can pose a significant risk to flight safety. Other studies reported positive depression screening results for more pilots, compared with the general population.

Method

A cross-sectional online survey was completed by 406 international pilots, who reported their duty rosters of the last two months. Pilots also self-assessed their stress-levels, sleep problems, fatigue, wellbeing, and mental health.

Results

Although pilots …

Equine Assisted Psychotherapy: Implications For Treating Trauma, Kara L. Harrison Psy.D.

Psychology Doctoral Specialization Projects

Trauma related symptoms and Posttraumatic Stress Disorder (PTSD) have been increasingly recognized for the key roles they occupy in mental health and overall individual well-being within both adult and childhood populations. They often represent significant barriers to the provision of mental healthcare within military populations and individuals diagnosed with serious mental illness (SMI). This original contribution to practice explores the significance of Equine Assisted Psychotherapy as a novel adjunctive approach to treating trauma. symptoms in adults and children. An extensive literature review examines current research and discussion on common definitions and nomenclature. It begins with discussion on the broader areas …

Development Of An Explainability Scale To Evaluate Explainable Artificial Intelligence (Xai) Methods, Stephen Mccarthy

Dissertations

Explainable Artificial Intelligence (XAI) is an area of research that develops methods and techniques to make the results of artificial intelligence understood by humans. In recent years, there has been an increased demand for XAI methods to be developed due to model architectures getting more complicated and government regulations requiring transparency in machine learning models. With this increased demand has come an increased need for instruments to evaluate XAI methods. However, there are few, if none, valid and reliable instruments that take into account human opinion and cover all aspects of explainability. Therefore, this study developed an objective, human-centred questionnaire …

Efficiently Exploring The Causal Role Of Contextual Moderators In Behavioral Science, Cameron A. Hecht, Carol S. Dweck, Mary Murphy, Kathryn Kroeper, David S. Yeager

Psychology Faculty Publications

Behavioral science interventions have the potential to address longstanding policy problems, but their effects are typically heterogeneous across contexts (e.g., teachers, schools, and geographic regions). This contextual heterogeneity is poorly understood, however, which reduces the field's impact and its understanding of mechanisms. Here, we present an efficient way to interrogate heterogeneity and address these gaps in knowledge. This method a) presents scenarios that vividly represent different moderating contexts, b) measures a short-term behavioral outcome (e.g., an academic choice) that is known to relate to typical intervention outcomes (e.g., academic achievement), and c) assesses the causal effect of the moderating context …

Data Quality And Study Compliance Among College Students Across 2 Recruitment Sources: Two Study Investigation, Abby L. Braitman, Megan Strowger, Jennifer L. Shipley, Jordan Ortman, Rachel I. Macintyre, Elizabeth A. Bauer

Psychology Faculty Publications

Background: Models of satisficing suggest that study participants may not fully process survey items and provide accurate responses when survey burden is higher and when participant motivation is lower. Participants who do not fully process survey instructions can reduce a study’s power and hinder generalizability. Common concerns among researchers using self-report measures are data quality and participant compliance. Similarly, attrition can hurt the power and generalizability of a study.

Objective: Given that college students comprise most samples in psychological studies, especially examinations of student issues and psychological health, it is critical to understand how college student recruitment sources impact data …

The Effect Of Magnitude And Probability On Plea Bargain Decision-Making, Megan L. Small

Electronic Theses and Dissertations

Decision-making is studied in various aspects of life and can be especially vital in the context of the criminal justice system, such as plea bargains. Previous research in this area used a less commonly used task (fill-in-the-blank) in addition to a student sample (Falligant & Pence, 2019). The current study uses probability discounting to study the choice between accepting a plea bargain for a shorter incarceration sentence or risking a trial with a longer sentence on a sample of adults with experience in the criminal justice system. Three sentence durations, or magnitudes, were used (1 year, 5 years, and 25 …

Comparison Of Schedules, Stress, Sleep Problems, Fatigue, Mental Health And Well-Being Of Low Cost And Network Carrier Pilots, Marion Venus

International Journal of Aviation, Aeronautics, and Aerospace

Objective

This research investigates and compares working-conditions, duty rosters, stress, sleep problems, fatigue levels, mental health, and well-being of pilots working for network (NWCs), and low-cost carriers (LCCs). This study extends previous research by investigating working conditions, pilots’ actual rosters, fatigue and mental health of two groups of pilots flying for LCC or NWC.

Method

A comprehensive cross-sectional online survey was completed by N=338 pilots (185 NWC, 153 LCC pilots). All pilots reported their roster data of the last 2 months during peak flight season, psychosocial and work-related stress (e.g., high job insecurity, less total flight-experience, lower income, more time …

The Program To Reduce Implicit Bias In Carroll Hospital Center Using The Implicit Association Test, Katherine E. Traynor

Capstone Showcase

Natural brain processes make all individuals susceptible to unconscious bias; however, stressful, fearful, or anger-evoking situations as well as the negative influence of media and social surroundings increase the risk of holding obstructive bias, and there is a greater risk of being negatively impacted by this phenomenon when belonging to a minority population (Rose & Flores, 2020). As a result, high rates of infant mortality (10.2 deaths per 1,000 live births for the Non-Hispanic Black population compared to 4.1 in the White population) and cardiovascular related diseases (190.0 cases per 1,000 in the Non-Hispanic Black population compared to 161.3 in …

Understanding The Comparative Fit Index: It's All About The Base!, Saskia Van Laar, Johan Braeken

Practical Assessment, Research, and Evaluation

Despite the sensitivity of fit indices to various model and data characteristics in structural equation modeling, these fit indices are used in a rigid binary fashion as a mere rule of thumb threshold value in a search for model adequacy. Here, we address the behavior and interpretation of the popular Comparative Fit Index (CFI) by stressing that its metric for model assessment is the amount of misspecification in a baseline model and by further decomposition into its fundamental components: sample size, number of variables and the degree of multivariate dependence in the data. Simulation results show how these components influence …