Digital Commons Network^™

Motivation, Learning, And The Workplace: A Study Of Community College Student Affairs Professionals And Continued Professional Learning, Joseph M. Ginese

Theses and Dissertations

Continued professional learning is a consistent focus of attention for the field of student affairs within higher education. Yet, very little research has been conducted on the factors that influence the motivation of student affairs professionals to pursue continued professional learning, especially professionals within community colleges. This study utilized a quantitative research design to examine the physical and psychological factors of the work environment that can influence a community college student affairs professional’s motivation to pursue continued professional learning. Through the theoretical lens of Lewin’s Field Theory and Eccles’ Expectancy-Value Theory, I designed a 58-item survey (N = 41) …

Introvert Personality Labor: A Unique Theoretical Construct That Describes The Effects Of Introverts Existing In The Extrovert Idea, Kathleen S. Hendershott

Theses and Dissertations

The Extrovert Ideal led to a society that has a favorable bias toward extroverts. Classrooms, workplaces, and the general public have been designed with extroverts in mind. Introverts, who make up more than half the world’s population, are forced to act in extroverted ways due in part to the extrovert ideal. Previous studies indicate introvert performance declines when working with more extroverted preferences, like open offices that favor group work, but fail to discuss the acting introverts are forced to do in workplaces created for their extroverted counterparts. The purpose of this study is to present a unique theoretical construct, …

Air Force Specialty Code Assignment Optimization, Rebecca L. Reynolds

Theses and Dissertations

Each year, the Air Force Personnel Center determines which career field newly commissioned officers will serve under during their time in the Air Force. The career fields are assigned while considering five priorities, dictated by Headquarters Air Force, Manpower and Personnel: target number of cadets, education requirements, average cadet percentile, cadet source of commissioning, and cadet preference. A mixed-integer linear program with elasticized constraints is developed to generate cadet assignments according to these priorities. Each elasticized constraint carries an associated reward and penalty, which is used to dictate the importance of the constraint within the model. A subsequent analysis is …

An Analysis Of Telework Performance During The Covid-19 Pandemic, Patrick J. Lopez

Theses and Dissertations

The COVID-19 pandemic forced many individuals to shift from an atmosphere of face-to-face work to the digital work environment known as telework. Telework is an effective mitigation tool that ensures the continuity of operations. However, maximized telework may not be effective for all individuals. Many individual, organizational, and group level factors influence one’s telework performance and this study examines four of the most influential antecedents. Using linear regression analysis, conscientiousness, overload, communication, and non-distractibility were found to be significant predictors that account for over half the variance explained in telework performance. Supported by self-regulation theories, both conscientiousness and non-distractibility contained …

Two Essays On Leveraging Analytics To Improve Healthcare, Deepika Gopukumar

Theses and Dissertations

The healthcare cost has continued to increase over the past few years despite various policies, efforts, and initiatives taken by the government. It is still projected to grow over the next few years by the Centers for Medicare and Medicaid Services (CMS). Readmissions have been a major contributor to the increase in costs and have always been a contributing factor. To get a perspective, considering the fact that at least 9% of individuals who had COVID-19 were likely to get readmitted shortly, according to a study by the Centers for Disease Control and Prevention (CDC) COVID-19 response team, along with …

An Examination Into Retention Behavior Of Air Force Female Officers, Jessica M. Astudillo

Theses and Dissertations

Female retention rates in the US military have been considerably lower than that of their male counterparts for numerous years. In the Air Force, women represent 14 percent of officer ranks from O-5 level and above. Comparatively, the overall rate of women officers in service is 20 percent. Understanding the negative factors associated with the attrition rate of this group can help the Air Force leverage positive change. It may also influence adjustments that will increase the number of women serving, and improve diversity throughout both the officer and enlisted ranks. In this study, logistic regression and survival analysis are …

Usaf Fms Manpower Analysis: Manpower Ratios And Linear Regression, Carlos A. Esguerra

Theses and Dissertations

This research studies the relationships between Air Force Foreign Military Sales (FMS) case factors and manpower authorizations. The Air Force FMS program has seen consistent annual increases in sales since 2017 and average annual growth of 7 percent since 2006. Manpower is a key factor in the continued success of the FMS program. The need to predict future manpower requirements and the lack of prior research in this area motivates this exploratory analysis to determine which FMS case factors are potential candidates to predict manpower needs. An initial comparison analysis of the available FMS case data was conducted, followed by …

Modeling Air Force Retention With Macroeconomic Indicators, Michelle K. Mcgee

Theses and Dissertations

Officer retention has been a longstanding problem for Air Force leadership. Both intuition and previous research suggest economic and demographic factors play important roles in an officers decision to separate from service. Leading economic indicators are nationally reported statistics that tend to be predictive of where the economy is heading. This work targets the research gap of how leading economic indicators explain and predict attrition. Due to the noisy, complex nature of the data, the model had varied success in accurately predicting future attrition rates. As a result of this research, the current models can incorporate these findings to become …

An Examination Of Civilian Retention In The United States Air Force, William F. Wilson

Theses and Dissertations

The backbone of the United States Air Force is undoubtedly the large civilian workforce that supplements the great work that is accomplished. Many research studies have been conducted on officer and enlisted personnel to ensure that the career fields are properly developed and managed to meet the ever growing demands of the military's varied missions, but no recent studies have focused on the civilian workforce. Striking a balance between new and experienced employees is paramount to success given the ever-changing economic and political landscapes where we find ourselves. The first part of the research uses logistic regression to determine the …

Factors That Influence Nonprofit Sector Employees’ Motivation: A Case Study From Egypt, Nada Shaaban Miry

Theses and Dissertations

The issue of employee motivation received much attention in the last few decades. That attention came from its significant practical and theoretical role in the field of management. To understand how motivation influences employees’ behavior, we have to know that every employee is motivated differently based on their preferences and characteristics. Therefore, it is essential to discover individual motivation factors for each employee. This study examines the factors that stimulate employees’ motivation and explain how to use those motivational factors to improve employees’ performance and engagement. It focuses on three non-profit organizations in Egypt and provides empirical evidence of the …

Perceived Organizational Support For Women’S Advancement And Turnover Intentions And Career Advancement Aspirations. The Mediating Role Of Job And Employer Satisfaction., Marta Squadrito

Theses and Dissertations

The purpose of this research is to examine whether the lack of organizational support for women’s advancement decreases female supervisors and managers’ aspiration to advance their careers and increases their turnover intentions and, the mediating effect of job satisfaction and employer satisfaction on the relationship between support and advancement aspirations and turnover intentions.

The antecedents of turnover intentions have been widely studied in the literature, while the antecedents of career aspirations, especially women’s, have not been a focus of much scholarly attention. Based on a review of the literature and drawing upon social exchange theory, and social cognitive theory, it …

Forecasting Attrition By Afsc For The United States Air Force, Trey S. Pujats

Theses and Dissertations

Retention and personnel management is a challenge for every organization, particularly the military due to its hierarchical structure and barriers to entry. Talent must be developed and retained to become leaders, beginning at the lowest level in the Air Force. The Air Force faces a retention problem unlike most organizations that requires a unique perspective and tailored solution to each Air Force Specialty Code (AFSC). There exists previous efforts to predict attrition rates in the Air Force based on economic factors. This study expands upon the economic factors and tailors the predictor variables of attrition based on the AFSC. The …

Predicting Pilot Success Using Machine Learning, Aaron C. Giddings

Theses and Dissertations

The United States Air Force has a pilot shortage. Unfortunately, training an Air Force pilot requires significant time and resources. Thus, diligence and expediency are critical in selecting those pilot candidates with a strong possibility of success. This research applies multivariate and statistical machine learning techniques to pilot candidates pre-qualification test data and undergraduate pilot training results to determine whether there are selected pre-qualification tests or specific training evaluations that do a \best" job of screening for successful pilot training candidates and distinguished graduates. Flight experience, both during training and otherwise, indicates pilot training completion and performance.

Undergraduate Pilot Training Attrition: An Analysis Of Individual And Class Composition Component Factors, Christina M. Akers

Theses and Dissertations

The Air Force is working hard to reduce the shortage of nearly 2,000 pilots that threatens the Air Force’s core mission. Officials have focused on increasing retention and training throughput. Despite this, the first Pilot Training Next class graduated in August of 2018 with 13 of the initial 20 students (65.5% graduation rate). The purpose of this research is to explore attrition reduction by understanding how class composition of individual abilities and personalities affects the class graduation rate. Using AFOQT scores, SDI+ scores, PCSM scores, flight hours, and college GPAs, correlations were studied and a simple linear regression was run …

Three Views For Explaining And Resolving The Recruitment And Retention Challenges Of The Explosive Ordnance Disposal (Eod) Career Field, John A. Johnson

Theses and Dissertations

Retention among the Air Force Explosive Ordnance Disposal (EOD) career field has been a concern since the start of the war on terror. Now, as recruiting quotas are not being met, that concern is growing for senior leaders. In the coming years, retention and recruitment will be of the utmost importance to ensure full mission capability. This research analyzes two streams of data, 15 years of manpower information and the results of a survey administered to first-term Airmen, to identify the variables that have the greatest impact on turnover. An additional dataset, personnel data from more than 2,000 EOD candidates, …

A Study Of Onboarding And Turnover Mediating Variables In U.S. Air Force Officers, Brett S. Bowers

Theses and Dissertations

Employee retention, while always a concern in the workplace, has become a greater challenge for organizations in recent years. Today’s working class has displayed a propensity to change jobs more rapidly than previous generations, exacerbating not only turnover rates but also the costs associated with them (Frankel, 2016). This challenge is especially relevant to the United States Air Force, which has experienced difficulty retaining young officers in recent years. The problems resulting from this voluntary turnover are exceedingly impactful to the military command structure, as senior leaders must work their way up from the lowest ranks. As such, the Air …

Two Essays On The Chinese Ceos In The National People's Congress (Npc), Xiaoyu Yang

Theses and Dissertations

Existing studies suggest that firms actively seek to “create” their environment by trying to shape government regulations to produce a more favorable environment. The ultimate way to link a Chinese firm to the government is to elect its business leader as a member of the National People’s Congress (NPC). In Essay 1, the effects of corporate political strategies on firm performance and strategic change will be explained through the lens of Chinese CEOs’ political appointments, especially their behavior regarding legislation in the Congress. Drawing on a sample of 365 Chinese CEOs in the NPC over a period of seven years, …

Using Simulation To Model Reserve Officer Training Corps Cadet Flow, Marydell V. Westman

Theses and Dissertations

The Army Cadet Command oversees the Army Reserve Officer Training. It receives mission goals every year along with a budget. It is their responsibility to recruit enough cadets to fulfill mission goal and remain under budget, while ensuring the recruited cadets have the correct percentages of race, gender, and majors. This research provides a tool that can change the numbers and percentages of incoming cadets, what year of school they enter, as well as their gender, race, and STEM or non-STEM parameters, in order to explore the composition of graduated commissioned cadets. This study finds that changing the percentage of …

Exploring The Impact Of Diversity Training On The Development And Application Of Cultural Competence Skills In Higher Education Professionals, Kendra Cabler

Theses and Dissertations

In recent years the terms diversity and inclusion have become major buzzwords across industries and fields of study. Within the field of education broadly, and higher education in particular, a shifting student demographic can be seen across the country. Issues of equity and inclusion have become central complexities for present day educational strategists, and organizations committed to cultivating a culture of inclusion must do so with intentionality. In the context of higher education, this often requires the intentional development of professionals within a particular college or university. There has been a great deal of research concerning the development of cultural …

Revealing The Human Resource Development Discourse: A Mixed Methods Study Of Similarities And Differences In Academic And Practitioner Language, Or Labels-In-Use, Holly D. Jackson

Theses and Dissertations

Woven within the pages of HRD’s historical literature, a variety of scholarly voices can be found drawing attention to the increasing inconsistency in the language of the field. Within the literature, we also find evidence of a long-standing discord and debate regarding the field’s definition and identified boundaries. This is the first study that attempts to elevate the conversation of HRD’s definition to that of an exploration of what is shared, and what makes the discipline’s members unique. Utilizing Li’s (2009) lens of disciplinary identity and elements of Gee’s (1999) theory of Discourse, this study presents a concept of what …

University President Compensation: A Complex Examination Of Its Determinants And Consequences, Sheila Keener

Theses and Dissertations

This dissertation examined the controversy surrounding the high levels of compensation paid to university presidents. To do this, the first half of this dissertation includes a systematic review of the existing literature regarding the relation between university performance and university president compensation in nonprofit universities. The second half of this dissertation attempts to replicate the findings from the systematic review with more current data. Several gaps identified in the literature, including the effects of analyzing specific compensation components, the effect of university president compensation on subsequent university performance, potential nonlinear relations, and how relations between university performance and university president …

Three Essays On Diversity-Performance Relationship From A Positive Psychology Lens, Manpreet Kaur

Theses and Dissertations

Workplace diversity is an incessant notion in today’s world. Scholars have examined different aspects of diversity (e.g. demographic, cultural, and informational) in context of varying processes and outcomes (e.g. satisfaction, innovation, creativity, and performance). Diversity has been proposed as a double-edged sword, but the overall effects of diversity have been inconclusive, necessitating the investigation of more contextual variables. Efforts have been made to focus on this paucity of diversity research, however, the emphasis has been on objective variables and the positive characteristics of an individual or a team are neglected.

Thus, the purpose of this three-essay dissertation is to address …

Three Essays On Trust Mining In Online Social Networks, Gelareh Towhidi

Theses and Dissertations

This dissertation research consists of three essays on studying trust in online social networks. Trust plays a critical role in online social relationships, because of the high levels of risk and uncertainty involved. Guided by relevant social science and computational graph theories, I develop conceptual and predictive models to gain insights into trusting behaviors in online social relationships.

In the first essay, I propose a conceptual model of trust formation in online social networks. This is the first study that integrates the existing graph-based view of trust formation in social networks with socio-psychological theories of trust to provide a richer …

Parametric Survival Analysis Of Us Air Force Rated Officer Retention, Jacob R. Lindell

Theses and Dissertations

Personnel retention is a very important topic in both the private and public sectors. Not only do companies need to make sure they have the right people, they need to have the right amount of people. Within the public sector, specifically the US Air Force, maintaining appropriate manning comes in two phases; bringing in the right amount of people each year, and retaining enough people from year to year. These two aspects go hand in hand; if the Air Force knows how many people they will lose in a given year, they can bring in the exact number of people …

Comparison Of Hiring Strategies Of Orthodontic Private Practitioners, Steven C. Petritz

Theses and Dissertations

COMPARISON OF HIRING STRATEGIES OF ORTHODONTIC PRIVATE PRACTITIONERS

By Steven C. Petritz, D.D.S.

A thesis submitted in partial fulfillment of the requirements for the degree of Master of Science in Dentistry at Virginia Commonwealth University

Virginia Commonwealth University, 2018

Thesis Director: Bhavna Shroff, D.D.S., M.Dent.Sc., M.P.A.

Virginia Commonwealth University Department of Orthodontics Program Director

Purpose: Evaluate factors that influence hiring outcomes of clinical and non-clinical staff in orthodontic private practices.

Methods: Orthodontists (n=1968) were surveyed regarding their hiring methods and outcomes. Responses were summarized using descriptive statistics. Chi-square tests were used to compare between hiring strategies and outcomes. …

Perception Vs. Reality: Improving Mission Commander Decision-Making Capabilities By Use Of Heart Rate Zone Feedback In Training Environments, Caitlin M. Oviatt

Theses and Dissertations

In the military environment, it is common for commanders to rely exclusively on perceptional information (e.g., visual observations) to make decisions on their personnel’s physical capabilities. There is little evidence to support the idea that the information provided by physiological feedback technology, typically made available to the individual visually, could improve assessments and decision-making capabilities of outside observers (e.g., mission commander in a remote location). Through experimental examination this research shows that commanders who have Heart Rate Zone (HRZ) biofeedback information about their Airmen by use of physiological technology were able to more accurately predict the level of effort and …

2018 Military Retirement Options: An Expected Net Present Value Decision Analysis Model, Bret N. Witham

Theses and Dissertations

The 2016 NDAA authorized changes to the military retirement system transitioning from the legacy High-3 defined benefit annuity to the new Blended Retirement System (BRS). In exchange for a reduced defined benefit annuity, the BRS incorporates automatic and matching contributions to the member’s Thrift Savings Plan and a continuation payment offered at 12 years of service. In 2018,service members with less than 12 years of service will make an irrevocable decision between the two retirement systems. This research effort addresses the problem by developing a decision analysis model incorporating up to 27 different input variables. Service members can use the …

Internet-Based Behavior Of It Professionals: Implications For Online Ergonomic Education To Prevent Work-Related Musculoskeletal Disorders, Priyadarshini Pattath

Theses and Dissertations

INTERNET-BASED BEHAVIOR OF IT PROFESSIONALS: IMPLICATIONS FOR ONLINE ERGONOMIC EDUCATION TO PREVENT WORK-RELATED MUSCULOSKELETAL DISORDERS

By Priyadarshini Pattath, Ph.D. A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy at Virginia Commonwealth University Virginia Commonwealth University, 2017 Director: Dr. Robin Hurst, Assistant Professor of Adult Learning, Teaching and Learning,

School of Education

The purpose of this study was to explore the preferences of medium of ergonomic education and views about self-directed online training modules to prevent musculoskeletal disorders in computer professionals and understand their perspectives and experiences about online health information seeking using a …

Three Essays On Friend Recommendation Systems For Online Social Networks, Jiaxi Luo

Theses and Dissertations

Social networking sites (SNSs) first appeared in the mid-90s. In recent years, however, Web 2.0 technologies have made modern SNSs increasingly popular and easier to use, and social networking has expanded explosively across the web. This brought a massive number of new users. Two of the most popular SNSs, Facebook and Twitter, have reached one billion users and exceeded half billion users, respectively.

Too many new users may cause the cold start problem. Users sign up on a SNS and discover they do not have any friends. Normally, SNSs solve this problem by recommending potential friends. The current major methods …

Three Essays On Work-Nonwork Balance, Min Wan

Theses and Dissertations

Achieving balance between work and nonwork lives is important for individuals and organizations as it may generate various desirable outcomes, such as high role performance, positive role attitudes, and psychological and physiological well-being. However, scholars and practitioners have not reached a common understanding of the content and process of work-nonwork balance. A variety of work-nonwork balance definitions, theories, and measures, as well as numerous correlates, have emerged in this area. In addition, a majority of the studies focused on this topic have theorized work-nonwork balance as a stable construct and measured it in order to explain the between-individual variance. Consequently, …