Business Commons^™

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) …

A Reference Architecture For Augmented Reality Maintenance Support, Daniel A. Cuellar

Theses and Dissertations

The current method of preparing Airman to perform tasks in their designated Air Force Specialty is to provide coursework-based initial skills training and on-the job training (OJT) for that specialty. Full qualification for a single Air Force Specialty is estimated to average seven years with OJT consisting of seventy-five percent of that timeline. OJT primarily consists of mastering the use of the Technical Order (TO), a governing document that provides step-by-step task instruction that must be followed explicitly. Though TOs have transitioned to an electronic format, employment of the information has remained the same. A proven aid in instruction and …

Improving Task-Operator Analysis For Training Through The Integration Of Human Learning Taxonomies And Systems Engineering Models, James M. Earley

Theses and Dissertations

Training is a critical part of force sustainment, but the life-cycle cost of recurring training can be quite high. Further, the promotion of the Multi-Capable Airman (MCA) concept leads to questions on how best to train airmen on tasks outside of their core career field. The MCA concept, coupled with continued increase of technology effectiveness, incentivize the replacement of formerly in-residence-only training with distance training that enables Just-in-Time (JIT) learning. However, effective implementation of the MCA concept may also require adaptive training which considers the knowledge, skills, and attitudes (KSAs) developed by a trainee within their core career field when …

The Application Of Virtual Reality In Firefighting Training, Dylan A. Gagnon

Theses and Dissertations

Immersive simulations such as virtual reality is becoming more prevalent for use in training environments for many professions. United States Air Force firefighters may benefit from incorporating VR technology into their training program to increase organizational commitment, job satisfaction, self-efficacy, and job performance. With implementing a new training platform, it is also important to understand the relationship between these variables and the perceived benefits and efficacy of the VR training, which has not yet been studied in previous research. This study addresses this issue by gathering data from fire departments currently fielding a VR fire training platform.

Exploring The Value Of Training System Alternatives Through Methods Technologies, And Relevant Attributes, Brian R. Novitsky

Theses and Dissertations

Skilled maintainers are being lost at a higher rate than average of all enlisted career fields within the Air Force. Although incentive programs can provide some retention, attrition rates may continue to vary, placing the readiness of the warfighter in jeopardy. Additionally, the technologies used to train maintainers have evolved substantially, including augmented reality (AR) and virtual reality (VR) solutions, among others. These technologies have recently gained notoriety as novel ways to increase training effectiveness, providing avenues for maintainers to achieve greater skill levels at a faster rate than traditional platforms. Through semi-structured subject matter expert (SME) interviews, this qualitative …

Guidance For Building Motivation In Space Operator Training, Foster E. Davis

Theses and Dissertations

Services provided by spacecraft, including communications and global positioning, are integral to small businesses, multinational corporations, and the United States Department of Defense. United States rivals recognize the need to undermine the military advantage provided by the space domain and are exploring ways to degrade these services in their warfare doctrine. In response, the United States will need space systems suited to counter these threats and personnel who are trained to respond to the new reality of a contested space environment. This paper also reviews the academic literature and written guidelines for developing motivation in an interactive environment for improving …

An Examination Of Potential Training Regression Recognition Algorithms For Pilot Training Next, Alex R. Gaines

Theses and Dissertations

The initiative to reduce the Air Forces serious pilot shortage lead to the Pilot Training Next (PTN) program. Under PTN, student pilots progress at an individual rate while making increased use of simulator-based training resources. A previous thesis used data from the first PTN class to conceptualize and prototype a student training flight scheduler. This scheduler did not consider training events required to bring students back to achieved levels of performance if in fact that student performance had regressed. This thesis examines three classes of PTN student data to determine whether student regression in training progression can be detected. A …

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 …

Applying Data Organizational Techniques To Enhance Air Force Learning, Jacob A. Orner

Theses and Dissertations

The USAF and the DoD use traditional schoolhouses to educate and train personnel. The physical aspects of these schoolhouses limit throughput. A method to increase throughput is to shift towards an asynchronous learning environment where students move through content at individually. This research introduces a methodology for transforming a set of unstructured documents into an organized TM students can use to orient themselves in a domain. The research identifies learning paths within the TM to create a directed KSAT. We apply this methodology in four case studies, each an education or training course. Using a graph comparison metric and 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.

Conceptualization And Application Of Deep Learning And Applied Statistics For Flight Plan Recommendation, Nicholas C. Forrest

Theses and Dissertations

The Air Forces Pilot Training Next (PTN) program seeks a more efficient pilot training environment emphasizing the use of virtual reality flight simulators alongside periodic real aircraft experience. The PTN program wants to accelerate the training pace and progress in undergraduate pilot training compared to traditional undergraduate pilot training. Currently, instructor pilots spend excessive time planning and scheduling flights. This research focuses on methods to auto-generate the planning of in-flight events using hybrid filtering and deep learning techniques. The resulting approach captures temporal trends of user-specific and program-wide student performance to recommend a feasible set of graded flight events for …

Recognizing Potential Cyberspace Warriors Through The Use Of Suspicion Propensity Index, Meghan G. Strang

Theses and Dissertations

The Air Force currently suffers from excessively high attrition rates in the cyberspace career. The field is currently aiming to develop an entrance examination for the career, striving to improve personnel selection and decrease these high attrition rates. The attribute of suspicion is a key focus of the preliminary examination development, theorizing that it is a potential indicator present among competent cyber operators. This research makes use of the Suspicion Propensity Index (SPI), a reliable measure of one’s tendency to be suspicious, along with the highly cited Mayer’s trust questionnaire in order to compare the attributes that appear in successful …

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 …

Trust And Suspicion As A Function Of Cyber Security In Human Machine Team (Hmt) Of Unmanned Systems, Dhaher M. Alshammari

Theses and Dissertations

The research focuses on cyber-attacks on cyber-physical systems of the unmanned vehicles that are characteristically used in the military, particularly the Air Force. Unmanned systems are exposed to various risks as the capacity of cyber attackers continue to expand, raising the need for speedy and immediate responses. The advances in military technologies form the basis of the research that explores the challenges faced in the timely detection and response to cyber-attacks. The purpose of the research is to study the connections between operator suspicion and the detection and response to cyber-attacks alongside the identification of theory of suspicion as the …

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 …

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 …

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 …

Breaking Down The Barriers To Operator Workload Estimation: Advancing Algorithmic Handling Of Temporal Non-Stationarity And Cross-Participant Differences For Eeg Analysis Using Deep Learning, Ryan G. Hefron

Theses and Dissertations

This research focuses on two barriers to using EEG data for workload assessment: day-to-day variability, and cross- participant applicability. Several signal processing techniques and deep learning approaches are evaluated in multi-task environments. These methods account for temporal, spatial, and frequential data dependencies. Variance of frequency- domain power distributions for cross-day workload classification is statistically significant. Skewness and kurtosis are not significant in an environment absent workload transitions, but are salient with transitions present. LSTMs improve day- to-day feature stationarity, decreasing error by 59% compared to previous best results. A multi-path convolutional recurrent model using bi-directional, residual recurrent layers significantly increases …

Investigating Capability Development Management For The Air Force Strategic Development Planning And Experimentation (Spde) Office, Sarah M. Pak

Theses and Dissertations

The Air Force provides unique capabilities for the defense of our nation. Capabilities do not come to fruition instantly; they must go through a development process. Managing the development of a capability is a difficult but necessary task. In 2016, a report from the Air Force Studies Board prompted the Air Force to focus on the Capability Development Process and its improvement. In response to the report, the Strategic Development Planning & Experimentation (SDPE) Office was formed. The SDPE Office is tasked to support Enterprise Capability Collaboration Teams (ECCTs), which are, in turn, tasked to research and solve prominent issues …

Cultivating Agile Organizational Culture: Addressing Resistance To Change In Bureaucratic Government Organizations, Michael P. Mclane

Theses and Dissertations

Resistance to change is a phenomenon that affects organizations almost universally. All organizations large and small are continuously challenged to adjust, evolve and innovate to gain or maintain competitive advantage and mission effectiveness. Alarmingly high failure rates are reported: 30-70% of change initiatives falling short of their prescribed intent or never attain the desired results. This research investigates how bureaucratic governmental organizations can address this truth, and how leadership can cultivate a flexible, agile culture that is more adaptable to the demands of constant change. This study uses case study methodology and qualitative research methods aid in the understanding of …

Maintenance Officer Initial Skills Training Timeline, Aaron T. Vincent

Theses and Dissertations

There is a current gap in training literature with regards to the benefits of on-the-job training (OJT) prior to formal training. Therefore, the purpose of this research is to explore the best time to schedule new logistics managers to attend formal classroom training by using Aircraft Maintenance Officer Course (AMOC) as a real world example. Two surveys were created, a survey of new aircraft maintenance (21A) Officers and a survey of 21A leadership, to collect the primary data for this research. Through the data this research proposes a timeline for the addition of OJT prior to AMOC in order to …

Factors Influencing Skill Retention In Multi-Skilled Air Force Aircraft Maintainers, Jessica A. Salgado

Theses and Dissertations

The 2013 National Defense Authorization Act allows the Air Force Air Logistics Complexes (ALCs) to promote workers proficient in more than one trade by one pay grade. Multi-skilling is the term used to describe workers trained in more than one job. The United States Air Force wants to utilize multi-skilling at these ALCS, but the effects of implementation are still unknown. This research focuses on the identification of skill retention influences to better understand this multi-skilling through the use of a human subjects experiment at two Air Force bases. We examine the retention of aircraft mechanics’ skill to evaluate the …

Civil Engineer Company Grade Officer Training Needs Analysis For Contingency Operations, Brian S. Greszler

Theses and Dissertations

In terms of active duty personnel, the USAF is the smallest it has ever been since its creation in 1947. With fewer personnel to accomplish essential tasks, the training of Airmen is more important than ever. Outdated and irrelevant training can lead to gaps in the knowledge of trainees. The purpose of this research was to analyze the training needs of Civil Engineer (CE) Company Grade Officers (CGOs) in the contingency environment. This was done by first conducting a Job Analysis (JA). The JA resulted in a list of 36 critical tasks and 58 important Knowledge, Skills, and Abilities (KSAs). …

Cognitive Mentorship: Mediating Protégé Performance, Brian R. Mauntel

Theses and Dissertations

The role of cognitive apprenticeship has been emphasized in facilitating individual performance in the classroom, but there is limited quantitative research directly linking cognitive behaviors to mentoring relationships and workplace performance. This study investigates the characteristics of mentoring behavior that influence group performance using archival data from 52 different organizations. A mediation model is developed and the results indicate that the group-level of mentors' cognitive behavior plays a central role in the mentor-protege relationship. The findings suggest that the mentors' collective articulation of problem solving processes fully mediate the unit's performance, while reflection and exploration partially mediate the relationship. The …

Usaf Aircraft Maintenance Officer Knowledge, Skills And Abilities And Commonalities Among The Logistics Officer Corps, David M. Thompson

Theses and Dissertations

This study investigated options to improve 21A training and education by first validating the Air Force's logistics mission sets as Deployment, Distribution, Supply Management, Repair Network Integration, Mission Generation, Lifecycle Logistics and Joint Logistics. Then, the Knowledge, Skills, and Abilities (KSAs) considered important to execute each mission set were gathered from a representative sample of Air Force Logistics Officers via field interviews and focus groups. An analysis of results categorizes probable needs (high, medium, low) of KSAs for each mission set and assesses how well they are currently taught, if at all. Additionally, lists of KSAs that overlap multiple mission …

Unmanned Aerial Vehicle Flight Test Approval Process And Its Implications: A Methodological Approach To Capture And Evaluate Hidden Costs And Value In The Overall Process, Tuan U. Tran

Theses and Dissertations

The advancement in small unmanned aerial vehicle (SUAV) technology has brought a new revolution in the military domain. Their uses have become more synonymous with intelligence, surveillance, and reconnaissance missions. Concerns over their flight test safety and accountability have been addressed in multiple policies to mitigate mishaps and increase proper accountability. However, current DoD and FAA mandated regulations and policies concerning UAV flight tests are sometimes considered slow and time-consuming, which may lead to delays in UAV research and development. This study explores the quantitative and qualitative measure of benefits associated with an abbreviated flight test process for SUAVs. Specifically, …

A Study Of Formal And Informal Mentoring In The United States Air Force, Russell H. Gheesling

Theses and Dissertations

Mentoring has been identified as a significant contributor to employee performance and development. Debate has come about as result of implementation of formal mentoring programs where mentors are assigned to protégés as opposed to informal relationship formed out of mutual respect and liking. Secondary data, including measures of leader member exchange, similarity, contact time, and others, were used from a 1998 survey of company grade officers (protégés) and their formal and informal mentors. Analysis of Variance compared mean values between formally and informally mentored protégés. Additionally, a logistic regression was used to understand the impact that different measures had on …

Assessment Of The Current Cultural Awareness And Training For The Air Force Contingency Contracting Officer, Reza A. Grigorian

Theses and Dissertations

This study examined the current cultural awareness of contracting officers and the effectiveness of cross-cultural training provided to contracting officers through the Defense Acquisition University (DAU), and their monthly training at the base level. Current training in culture is fairly limited - only 2 days of the 9 day course in contingency contracting is dedicated to cultural training. Nevertheless, a comparison of means of 38 students before and after the DAU CON 234 course showed a statistically significant increase in Cultural Intelligence (CQ) on the cognitive and behavioral dimensions, but not on the motivational dimension. In addition, more experienced contracting …

The Effects Of Commercial Video Game Playing: A Comparison Of Skills And Abilities For The Predator Uav, Johnny E. Triplett

Theses and Dissertations

Currently, Predator unmanned aerial vehicles (UAV) are operated by pilots and navigators experienced with manned combat aircraft. With a projected increase in UAVs, more combat pilots will be needed to operate these aircraft. Yet, if the current operational tempo continues, the supply of combat pilots may not be able to meet the demand. Perhaps alternative pools of Air Force personnel could be considered for UAV duty to meet operational requirements. Because the Predator UAV is a software-driven aircraft, video game players (VGPs) already possess and use many skills that may be similar to those of Predator UAV pilots. A variety …