Industrial and Organizational Psychology Commons^™

Classification Models Using Python In Industrial/Organizational Psychology, Beyza Ceylan

Williams Honors College, Honors Research Projects

Companies, industries, and places of business use artificial intelligence and statistics to predict the characteristics of their employees and staff. Data collected from these individuals is also used to make decisions about them regarding their work life, such as promotions, salaries, or within the hiring process. Two models that are commonly used throughout the field of psychology and specifically in industrial/organizational psychology are the linear regression and the logistic regression. Examining different classification models using Python shows the potential that there may be different models that are more accurate in their predictions of employee success, including a Random Forest model …

Examining The Effects Of Parameter Correlation And Its Implications For Models Of Learning And Retention: A Large Scale Model Validation : Examining The Effects Of Parameter Correlation And Its Implications For Models Of Learning Andretention: A Large Scale Model Validation, Michael Gordon Collins

Browse all Theses and Dissertations

Mathematical models of learning and retention have long been developed in psychology for both basic and applied research. For basic research, models of learning and retention attempt to explain how individuals acquire and retain information over time. While for applied research, models of learning and retention are used to inform education and training decisions. In both of these applications, the primary purpose of using a model is to fit and predict the performance of individuals. However, little attention has been paid to the interpretation of a model’s free parameters (i.e., learning and decay rates) and the effect that a model’s …

Is There More To Organizational Justice Than "Just" Fairness? A Meta-Analysis On The Construct Validity Of Overall Justice, Alec C. Drabish

Browse all Theses and Dissertations

Despite there being many meta-analyses on organizational justice in the last 25 years, no meta-analysis has focused on overall justice, a global perception of fairness in organizations. In light of this, my dissertation is a meta-analysis focused on the construct validity of overall justice and its integration with key models of organizational justice. To do this, I identified 183 independent samples from across the globe that use Ambrose and Schminke’s (2009) perceived overall justice scale. From there, I used a combination of traditional meta-analytic techniques and meta-analytic structural equation modelling to test my hypotheses. Foremost, I found that overall justice …

Attentional Demands Of Smooth Pursuit, Sasha Marie Willis

Browse all Theses and Dissertations

The current study investigates whether maintenance of smooth pursuit eye movements requires attention or if the traditional small-spot pursuit stimulus has propagated this long-held belief by imposing the attentional demands of the saccadic system (through foveation) onto the pursuit task. Using a within-subjects design, we compare single- and dual-task performance for two difficulty levels of an auditory tone discrimination task and a pursuit eye movement task with both small and large pursuit targets (N = 10). Pursuit performance improved when target size increased (for catch-up saccade rate and steady-state gain) and when auditory task difficulty increased (for catch-up saccade rate). …

The Role Of Multiteam Systems In Prescribed Fire Operational Incidents, Kevin Llanos

Honors Undergraduate Theses

The purpose of this thesis is to study how multiteam systems (MTS) are implicated in prescribed fire operations and enhance an interdisciplinary understanding of occupational demands in the industry to mitigate worsening environmental challenges. We study publicly accessible sources through a mixed-methods approach applying I/O psychology and discuss relevant literature. Land management plan documentation is reviewed to explore the structural and functional components of prescribed fire teams. We apply theory-driven coding to analyze prescribed fire incident documentation as we study MTS system processes and develop thematic findings. Lastly, industry job listing content and occupational demands are reviewed. Through this archival …

Overcoming The Unseen: Understanding Diverse Canadian Workers’ Well-Being During The Beginning Of The Coronavirus Pandemic, Tyler M. Pacheco

Theses and Dissertations (Comprehensive)

Canadian workers were severely affected by the onset of the coronavirus (COVID-19) pandemic. The rapid spread of the pathogen across Canada resulted in several work-related consequences (e.g., temporary/indefinite layoffs and business closures, mandatory working-from-home) that could have impacted workers’ well-being during this turbulent period. Research available at the start of this dissertation process, and even more recently published studies, primarily explored general trends in workers’ negative well-being during COVID-19, not examining the distinct realities that diverse workers, including more marginalized ones, may have experienced. Across three manuscripts, several theories from diverse disciplines (positive, developmental, community, and industrial-organizational psychology, public health) …

Who Is Responsible For Corporate Social Responsibility? Investigating Employees’ Roles As Agents Of Csr, Leah Alley

Theses and Dissertations

Corporate social responsibility (CSR) can be thought of as involving an interaction between two parties: one party who performs the socially good deed (i.e., the “agents” of CSR), and another party who is to receive its benefits (i.e., the “intended beneficiary” of CSR). Research on employee reactions to CSR largely focuses on employees’ reactions to CSR in general, which makes it impossible to assess how employees’ roles as agents and beneficiaries of CSR influence subsequent attitudes and behaviors. Theories of justice suggest that employee perceptions of CSR change when they are and are not the agents and beneficiaries of CSR, …

Assessment Of Caretaker Resources And Motivation In The Wean-To-Market Phase Of Swine Production, Joshua W. Holtkamp

Graduate Thesis and Dissertation 2023-2024

This study is a novel application of I/O Psychology principles to the U.S. swine industry. The Swine Health Information Center (SHIC) recently identified caretaker motivation related to compliance with biosecurity behaviors as a priority needing to be better understood. This exploratory study seeks to identify if there is indeed a worker motivation issue within the industry that is impacting compliance with biosecurity, and if so, establish both a baseline of motivation and a better understanding of the primary influencing factors. Using the Theory of Planned Behavior and the Job Demands/Resources Model of Burnout as a framework, an online survey was …

Fatigue Reporting In Hellenic Skies: Attitudes, Barriers And Insights From Military, Commercial And General Aviation Pilots, Panagiotis Kioulepoglou, Katerina M. David, Vassilios Nikolaidis, Ilias Makris

International Journal of Aviation, Aeronautics, and Aerospace

Fatigue has long been a concern in aviation, especially today, with the ever-increasing traffic volume, pilot shortage, and operations that often disrupt the body’s natural biological rhythms. Despite the implementation of sophisticated fatigue reporting schemes, aviation organizations still face challenges, as many studies indicate that pilots often encounter barriers to effectively report their fatigue. As relevant research in Greece was scarce, the main objective of this study was to explore Greek pilots' attitudes towards fatigue reporting, identify the most significant barriers, and recommend mitigation measures based on the participants' perspectives. To that end, 18 semi-structured interviews were conducted and analyzed …

Do Real-Time Strategy Video Gamers Have Better Attentional Control?, Mengxin He, Lin-Xuan Xu, Chiang-Shan R. Li, Zihan Liu, Jiaqi Hu, Xiangyi Guo, Hongyun Liu, Jin-Tao Zhang

Research Collection Lee Kong Chian School Of Business

Objective: Do real-time strategy (RTS) video gamers have better attentional control? To examine this issue, we tested experienced versus inexperienced RTS video gamers on multi-object tracking tasks (MOT) and dual-MOT tasks with visual or auditory secondary tasks (dMOT). We employed a street-crossing task with a visual working memory task as a secondary task in a virtual reality (VR) environment to examine any generalized attentional advantage. Background: Similar to action video games, RTS video games require players to switch attention between multiple visual objects and views. However, whether the attentional control advantage is limited by sensory modalities or generalizes to real-life …

Leadership And Environmental Sustainability: An Integrative Conceptual Model Of Multilevel Antecedents And Consequences Of Leader Green Behavior, Hannes Zacher, Clara Kühner, Ian M. Katz, Cort W. Rudolph

Psychology Faculty Publications

Environmental sustainability is a strategic and ethical imperative for organizations, and numerous studies have investigated associations between leadership and employee pro-environmental or “green” behavior. However, these studies have typically focused on leadership styles that conflate leader behavior with its assumed antecedents or consequences. Moreover, the literature on relations between leadership and environmental sustainability constructs is fragmented and in need of systematic integration to effectively guide future research and practice. Accordingly, we pursue three goals in this conceptual paper. First, after a brief review of key insights from extant theoretical and empirical research, we define leadership in the context of environmental …

Adherence To Personal Protective Equipment Practices During The Covid-19 Pandemic: A Pilot Study, Taryn Amos, Cameron Griffin, Joshua K. Schaffzin, Andrea Ankrum, Felicia Scaggs Huang

Psychology Faculty Publications

A direct observational pilot project of healthcare personnel (HCP) was conducted to validate a tool that measures personal protective equipment (PPE) adherence at a large pediatric institution. Overall unit PPE adherence for all moments ranged from 50-61%. Masking was the most adhered to PPE moment (100%); hand hygiene prior to donning PPE had the lowest adherence (13%). Using data from this standardized tool, researchers can evolve PPE standards to maximize their adherence, effectiveness, and ease of utilization.

All The Better To Hear You With: Using Social Media For Employee Listening, C. S. Ju, E. A. Liguori, N. M. Savage

Psychology Faculty Publications

The article explores the use of social media for employee listening in organizations, highlighting the importance of employee voice and its positive impact on the workplace. It suggests that social media platforms can provide a space for employees to express themselves, share ideas, and connect with others. However, caution is advised when integrating social media into formal workplace decisions and the hiring process due to concerns about fairness, privacy, and discrimination. The article also addresses the challenges faced by minority employees in voicing dissent and the potential for social media to amplify their voices. It recommends consulting the book "Social …

A Meta-Analysis Of Attachment At Work, Kate N. Warnock, Christina S. Ju, Ian M. Katz

Psychology Faculty Publications

This meta-analysis aimed to confirm and clarify the relationships between attachment style and various workplace correlates, including job performance, burnout, personality, and job satisfaction (K = 109 independent samples, N = 32,278 participants). Results provided the strongest support for the relationships between attachment style and the Big Five personality traits, burnout, and job performance. Anxious attachment was also related to a host of other correlates, including job stress, turnover intentions, job satisfaction, and work engagement. Additionally, dominance analysis was used and found that attachment style had incremental validity beyond the Big Five in the prediction of job performance, job satisfaction, …

Gaze Transition Entropy As A Measure Of Attention Allocation In A Dynamic Workspace Involving Automation, Zixin Cui, Tetsuya Sato, Austin Jackson, Sampath Jayarathna, Makoto Itoh, Yusuke Yamani

Psychology Faculty Publications

Real-world work environments require operators to perform multiple tasks with continual support from an automated system. Eye movement is often used as a surrogate measure of operator attention, yet conventional summary measures such as percent dwell time do not capture dynamic transitions of attention in complex visual workspace. This study analyzed eye movement data collected in a controlled a MATB-II task environment using gaze transition entropy analysis. In the study, human subjects performed a compensatory tracking task, a system monitoring task, and a communication task concurrently. The results indicate that both gaze transition entropy and stationary gaze entropy, measures of …

The Relation Between Disordered Eating And Perceived Stress, Tori E. Byars

College of Graduate Studies: Theses & Dissertations

Disordered eating behavior encompasses a spectrum of maladaptive eating patterns, including emotional eating, binging, restricting, and other similar behaviors. Perceived stress is the extent that an individual perceives their demands exceed their ability to cope. Existing research has demonstrated a positive relation between high ratings of perceived stress and disordered eating behaviors (King et al., 2009; Skead et al., 2018). The current study aimed to expand this research by examining the relation between disordered eating and stress in students, workers, and those who partake in both commitments. Utilizing a single survey, participants completed assessments including the Perceived Stress Scale, the …

Diversifying The Workforce: Women In Plumbing, Aviva Maxon

Scripps Senior Theses

Exploring the benefits and challenges of being women in plumbing through first person narratives.

The Role Of Discrete Emotions In Job Satisfaction: A Meta-Analysis, Courtney E. Williams, Jane Shumski Thomas, Andrew A. Bennett, George C. Banks, Allison Toth, Alexandra M. Dunn, Andrew Mcbride, Janaki Gooti

Management Faculty Publications

[Summary] The relationship between emotions and job satisfaction is widely acknowledged via affective events theory (AET). Despite its widespread use, AET was not designed to address why specific emotions might differentially relate to job satisfaction. We utilize appraisal theory of emotion to refine AET and provide this nuanced theorizing. We meta‐analytically test our ideas with 235 samples across 99 883 individuals and 22 600 intra‐individual episodes. We test two approaches—specific emotion experiences (16 discrete emotions) versus general emotion experiences (positive or negative emotions)—and present empirical evidence of their similarities and differences with job satisfaction. Our findings suggest that specific emotions …

Predictors Of Occupational Distress Of Catholic Priests On The Eastern Seaboard Of The United States, Michael D. Kostick, Xihe Zhu, Justin A. Haegele, Pete Baker

Human Movement Studies & Special Education Faculty Publications

With ever-increasing demands placed upon active priests in the United States, insight into protecting their mental health may help strengthen vocational resilience for individual priests. The purpose of this study was to examine the association of individual variables, workplace characteristics, and physical activity participation with occupational distress levels among Catholic priests. A 22-question survey consisting of a demographic questionnaire, the Clergy Occupational Distress Index, and the International Physical Activity Questionnaire was employed to collect individual variables, workplace characteristics, physical activity participation, and occupational distress levels of Catholic priests from the Eastern seaboard of the United States. Regression analyses showed that …

Prosocial Behavior And Workplace Safety: Analysis Of The Role Of Emotional Intelligence And Perceived Organizational Support In Two Uk And Us Samples, Giacomo Moserle, Giulia Foti, Georgia Libera Finstad, Andrea Bazzoli, Matteo Curcuruto, Jim Morgan

Publications and Research

Prosocial safety behavior (PSB) is a critical element of workforce participation in the promotion of safety in the workplace. This study aims to examine the influence of various antecedents on PSB. Based on an analysis of the existing literature on prosocial behaviors, we investigate whether emotional intelligence (EI) and perceived organizational support (POS) significantly influence PSB. Furthermore, we analyze the mediating role of employees’ intrinsic motivation (IM) and affective commitment (AC) in these relationships. The research was conducted by administering an online questionnaire to a large sample of 488 workers employed in safety-critical industries based in the United States and …

To Make Or Buy: How Does Strategic Team Selection And Shared Leadership Strategy Interact To Impact Nba Team Effectiveness?, Brandon Purvis

Industrial-Organizational Psychology Dissertations

The study of shared leadership is growing to address the challenges faced in an increasingly dynamic and interdependent workplace. Shared leadership under the right conditions has been found to be related to team adaptability, creativity, and effectiveness. However, there is growing research on the conditions that limit or enhance the effectiveness of shared leadership. Specifically, it was proposed that teams which are more made than bought (internally developed) should adopt a shared leadership model. In contrast, teams that are more bought than made (developed externally) should use a traditional hierarchical team leadership model. Using data from the National Basketball Association …

Qic-Wd Teaming Guidance, Quality Improvement Center For Workforce Development (Qic-Wd)

Other QIC-WD Products

QIC-WD Teaming Structure

Overview

As you begin to plan for the first QIC-WD on-site meeting, the QIC-WD WIE team would like you to think about the site’s teaming structure. The development of the site’s governance/teaming structure will occur over time, evolving to meet the changing needs of the initiative. The QIC-WD WIE team will work with the sites to ensure the development of teaming structures that support the work of the initiative.

Characteristics of Effective Teams

Effective teams share the following common characteristics:

• Have passion for and commitment to the initiative
• Have clarity of each team members’ roles and responsibilities …

Collaborating To Conduct A Child Welfare Workforce Needs Assessment And Select An Intervention, Quality Improvement Center For Workforce Development (Qic-Wd)

Other QIC-WD Products

OVERVIEW OF EXPLORATION PHASE

The QIC-WD Continuous Workforce Development Process includes four major phases: Exploration, Installation, Initial Implementation, and Full Implementation . The goal of the Exploration phase is to identify and plan for implementation of a workforce strategy to find and/or keep good employees. This document provides supplemental guidance to the materials available through the Permanency Innovations Initiative, with adaptations for workforce applications. Steps 1–6 below are covered here.

Steps of Exploration Phase

1. Identify the problem we want to solve and what outcome(s) we want to target
2. Identify the population we intend to target
3. Identify potential causes of workforce …

Ebci Summary, Quality Improvement Center For Workforce Development (Qic-Wd)

Intervention Summaries

The Eastern Band of Cherokee Indians (EBCI) is a federally-recognized tribe. The Family Safety Program (FSP) is the child welfare program that serves the Eastern Band of Cherokee Indians, under the tribal Division of Public Health and Human Services. FSP was established in 2015 with around 10 staff members and has grown to about 60 staff, all located in one office in Cherokee, North Carolina. Since FSP was a relatively new agency when they began working with the Quality Improvement Center for Workforce Development (QIC-WD), turnover had not been a signficant problem, however, vacancies were a challenge. In October 2017, …

Eastern Band Of Cherokee Indians Family Safety Program, Quality Improvement Center For Workforce Development (Qic-Wd)

Intervention Summaries

The Eastern Band of Cherokee Indians (EBCI) is a federally-recognized tribe. The Family Safety Program (FSP) is the child welfare program that serves the Eastern Band of Cherokee Indians, under the tribal Division of Public Health and Human Services. Addressing Historical Trauma and Preparing the Child Welfare Workforce

In this video, an EBCI elder discusses historical trauma and why it is important for child welfare workers to understand it, so they can be successful. Watch the Video

Background

The Eastern Band of Cherokee Indians worked with the QIC-WD to develop an onboarding program. This video highlights the experience of …

Examining Characteristics On Twitter Users’ Text And Hashtag Utilization During Tech Winter Layoff Post-Covid-19 Using Lda And K-Means Clustering Approach, Fery F., Sunu Widianto

Makara Human Behavior Studies in Asia

Post-COVID-19 pandemic has significantly impacted the global economy, resulting in a surge of job losses and layoffs across various industries, including the technology sector. The pandemic has led to changes in consumer behavior, supply chain disruptions, and an overall decrease in demand, all of which have contributed to the current economic situation. With the rise of social media platforms, individuals have been using Twitter to express their thoughts and opinions on the impact of the pandemic on the technology industry, including the increase in job losses and layoffs. In this study, we analyze the characteristics of Twitter users and their …

An Investigation Of The Impact Of Prosocial Action On Psychological Resilience In Female Volunteer Maskmakers During Covid-19, Linda D. Montano

Industrial-Organizational Psychology Dissertations

Building and maintaining psychological resilience is important because it mediates the impact of stress on life outcomes such as depression, life satisfaction, and well-being. The purpose of this dissertation was to assess the impact of prosocial action as a way to enhance resilience and reduce the impact of adversity. Using 12 waves of longitudinal data collected from 86 female volunteer maskmakers in the U.S. between April and July 2020, this study assessed the hypothesis that the prosocial action of maskmaking will moderate the impact of the stress of the COVID-19 pandemic such that at higher levels of maskmaking, the volunteer’s …

Functional Cynicism, Michelle Fried

Electronic Theses and Dissertations

Trait cynicism, or “cynical hostility” as measured by the Minnesota Multiphasic Personality Inventory’s Cook-Medley Scale, is defined and studied as characteristics associated with psychopathology, interpersonal conflict, and negative health outcomes including heart disease and cognitive decline. Likewise, “organizational cynicism” is operationalized in industrial/organizational psychology for the purpose of describing and identifying an undesirable employee type in the workplace. This research proposes an alternative assessment. It reconnects cynicism with its roots in ancient philosophy by asking if cynical attitudes, despite their negative valence ascribed in the modern literature and conventional opinion, may serve a practical purpose. This study of Functional Cynicism …

New Age Insights: Filipino Millennials In Government, Mark Kevin C. Chua, Sherrie Ann C. Labid, Lovely Rose A. Bolante

Makara Human Behavior Studies in Asia

Millennials comprise a significant portion of the demography of the current Philippine workforce. Cognizant of the unique socio-cultural environment that shaped the Generation Y cohort, this descriptive phenomenological qualitative study aimed to explore millennial employees' work expectations and experiences within a government agency in the Philippines. Four themes emerged from the in-depth analysis of the five employees' interview responses: (1) job security and financial stability, (2) socio-emotional support, (3) fulfillment, and (4) professional development opportunities. The qualitative findings of this study emphasize the importance of supporting millennial employees' career growth and fostering a healthy work environment. It indicates that millennial …

Relational Empowerment Among Public Safety Outreach Workers And Violence Interventionists In U.S. Cities: A Qualitative Inquiry, Christopher M. Thompson

Seton Hall University Dissertations and Theses (ETDs)

The nation-wide uprisings for racial justice in the Summer of 2020 brought into mainstream awareness the calls to shift resources away from police departments and channel funds to mental health, education, and other social services. However, in the wake of recent post-pandemic surges in community violence, police budgets increased, while public opinion for grassroots, radical initiatives like “defund the police” that many activists, organizers, and abolitionists pushed into public consciousness has faltered. Studies have shown that the implementation of community-led public safety programs significantly reduce incidents of street violence in U.S. cities. Thus, research that informs community-driven violence intervention and …