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Air Force Institute of Technology

Theses and Dissertations

2004

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Hybrid Stochastic Models For Remaining Lifetime Prognosis, Steven M. Cox Aug 2004

Hybrid Stochastic Models For Remaining Lifetime Prognosis, Steven M. Cox

Theses and Dissertations

The United States Air Force is developing its next generation aircraft and is seeking to reduce the risk of catastrophic failures, maintenance activities, and the logistics footprint while improving its sortie generation rate through a process called autonomic logistics. Vital to the successful implementation of this process is remaining lifetime prognosis of critical aircraft components. Complicating this problem is the absence of failure time information; however, sensors located on the aircraft are providing degradation measures. This research has provided a method to address at least a portion of this problem by uniting analytical lifetime distribution models with environment and/or degradation …


An Update On Analyzing Differences Between Public And Private Sector Information Resource Management: Strategic Information Challenges And Critical Technologies, James R. Orlovsky Jun 2004

An Update On Analyzing Differences Between Public And Private Sector Information Resource Management: Strategic Information Challenges And Critical Technologies, James R. Orlovsky

Theses and Dissertations

Change is a constant within our contemporary IRM environment. The rapid development of information and communication technologies has been the most predominant among the many agents of change that are forcing a reevaluation of the role of the IRM professional. Few studies to date have compared public and private sector CIO perceptions concerning the IRM challenges and critical technologies faced by their organization. An earlier study concluded that the sectors CIOs do perceive to be faced with many of the same challenges and also view many of the same technologies as critical to the organization's operations. A limiting factor identified …


Small Business Participation In Air Force Procurement: Participation Trends And The Effect Of Acquisition Reform Initiatives On Air Force Procurement Via Selected Contract Types In Selected Product Categories, Douglas E. Leedy Jun 2004

Small Business Participation In Air Force Procurement: Participation Trends And The Effect Of Acquisition Reform Initiatives On Air Force Procurement Via Selected Contract Types In Selected Product Categories, Douglas E. Leedy

Theses and Dissertations

Small Businesses (SB) have been of recognized important to the Federal Government for many years. This thesis explores the role of SB contractors in Air Force (AF) procurement and the effects of recent acquisition reform (AR) initiatives on their involvement, including their method of involvement (contract type), product areas in which they participate, and possible new areas of measurement. This thesis answers the research and investigative questions in three ways. First, it explores the correlation of AR initiatives to SB participation as a whole, via selected contract types, and in selected product categories via causal regression models. Next, it identifies …


Empowering Marine Corps System Administrators: Taxonomy Of Training, Brian K. Hamilton Mar 2004

Empowering Marine Corps System Administrators: Taxonomy Of Training, Brian K. Hamilton

Theses and Dissertations

Organizations cannot protect the integrity, confidentiality, and availability of information in today's highly networked systems environment without ensuring that System Administrators are properly trained and meet a minimum standard that is enforced enterprise-wide. Only with this ubiquitous benchmark training, will the System Administrators roles and responsibilities become synchronous to achieving Defense in Depth in the IT realm. The goal of this research is to analyze Marine Corps training methods to identify viable solutions that will produce consistent skill sets and meet requirements set forth in mandates from DoD.


Analysis Of Air Force Compliance With Executive Order 13149, John C. Kirkwood Mar 2004

Analysis Of Air Force Compliance With Executive Order 13149, John C. Kirkwood

Theses and Dissertations

The Air Force must comply with Executive Order (E.O.) 13149: Greening The Government Through Federal Fleet and Transportation Efficiency. This order focuses on the reduction of petroleum consumption in an effort to reduce dependence on foreign oil and preserve the environment. Specifically, it directs federal agencies (such as the Air Force) to reduce fuel use in the vehicle fleet 20 percent between Fiscal Years (FY) 1999 and 2005. This thesis examines the Air Force's current alternative fuel vehicle (AFV) program and its evolution to determine how effective it is and how it should be adjusted to promote compliance with E.O. …


A Performance Evaluation Of A Lean Reparable Pipeline In Various Demand Environments, Melvin E. Maxwell Jr. Mar 2004

A Performance Evaluation Of A Lean Reparable Pipeline In Various Demand Environments, Melvin E. Maxwell Jr.

Theses and Dissertations

Lean production and logistics processes were developed in the commercial sector to reduce total system costs of production while simultaneously providing high levels of customer service, increased productivity, and increased worker utilization, In 1993, the Air Force instituted the Lean Logistics program, which successfully implemented some commercial lean principles, enabling a reduction in the total reparable asset material requirement for the Air Force reparable asset pipeline. The Air Force is attempting to further implement lean production principles into depot repair in hopes of further enhancing reparable asset pipeline cost and customer service performance. However, the failure of reparable assets, which …


A Comparative Analysis Of The Cost Of Oversight Of Major Defense Acquisition Programs Strictly Under The Direction Of The Department Of Defense 5000 Series Of Instructions, Gary P. Rousseau Mar 2004

A Comparative Analysis Of The Cost Of Oversight Of Major Defense Acquisition Programs Strictly Under The Direction Of The Department Of Defense 5000 Series Of Instructions, Gary P. Rousseau

Theses and Dissertations

The United States Department of Defense has been caught in a continual cycle of acquisition reform since its inception over two hundred years ago. The goal of acquisition reform has always been to find the perfect balance between the amount of program oversight and the amount of flexibility in which program managers are allowed to manage their programs. The only truth learned throughout this process is that defense acquisition does need oversight and that there is no cookie cutter pattern for oversight that will fit all types of acquisition programs equally well. That being said, the focus of this thesis …


Analysis And Forecasting Of U.S. Navy Operating And Support (O&S) Costs For Rotary Aircraft, Christopher J. Wilkes Mar 2004

Analysis And Forecasting Of U.S. Navy Operating And Support (O&S) Costs For Rotary Aircraft, Christopher J. Wilkes

Theses and Dissertations

This research explores forecasting techniques to estimate the Cost per Flying Hour (CPFH) for Navy rotary aircraft. Three separate forecasting techniques were evaluated to better predict the CPFH for better estimating and budgeting by the U.S. Navy. The process begins by empirically analyzing Operating & Support cost categories for each helicopter. Trends were examined in CPFH. For forecasting purposes, actual CPFH figures were compiled from 1997 to 2003 for the CH-46D, the CH-53D, the MH-53E, the SH-60F, the UH-1N, and the UH-3H helicopters. The forecasting techniques explored were the 3-year moving average, the single exponential smoothing method, and Holt's linear …


Determination Of The Trainability Of Deception Detection Cues, Christopher L. Ford Mar 2004

Determination Of The Trainability Of Deception Detection Cues, Christopher L. Ford

Theses and Dissertations

The Air Force and the rest of the Department of Defense rely on valid information to make National Security decisions. The veracity of the information used to make those decisions can dramatically affect which course of action our military will take. Therefore, it is important that our leaders be able to recognize if they are being deceived. This study examines the results of training five categories of deception cues to 190 Air Force Officers. The officers were tested to determine their baseline deception detection abilities, then trained on the deception cues, Arousal, Emotion, Cognitive Effort, Communicator Tactics, and Memory Processes, …


An Exploratory Analysis Of Factors Affecting Participation In Air Force Knowledge Now Communities Of Practice, David C. Fitzgerald Mar 2004

An Exploratory Analysis Of Factors Affecting Participation In Air Force Knowledge Now Communities Of Practice, David C. Fitzgerald

Theses and Dissertations

As the AF continues to lose its knowledge base through retirements and downsizing, the need to get maximum use from the remaining knowledge base becomes increasingly important. In their efforts to help the Department of Defense and the Air Force Chief Information Officer (AFCIO) meet their knowledge management goals, Air Force Material Command (AFMC) has been working to implement the use of communities of practice. A primary goal of AFMC/DRW , the AF Knowledge Now program office, and the office of the AFCIO is to increase effectiveness and participation within communities of practice. The goal of this research is to …


An Analysis Of Factors That Have Influenced The Evolution Of Information Assurance From World War I Through Vietnam To The Present, Kelvin B. Scott Mar 2004

An Analysis Of Factors That Have Influenced The Evolution Of Information Assurance From World War I Through Vietnam To The Present, Kelvin B. Scott

Theses and Dissertations

This study is an exploratory historical analysis of the factors that have influenced the evolution of military Information Assurance (IA) programs from World War I to the present. Although the term IA has recently been widely used throughout the Information Resource Management field (IRM), evidence indicates that information and information systems protection mechanisms were used during every U.S. Military conflict. This research proposes to increase the body of knowledge within the information systems management field by exploring the areas related to Information Assurance (IA) and the ultimate goal of U. S. Defensive Information Warfare. I found that significant events related …


Purchasing And Supply Chain Management Costing: An Air Transport Perspective Derived Through Commercial Air Cargo Firms, Kurt Ettrich Mar 2004

Purchasing And Supply Chain Management Costing: An Air Transport Perspective Derived Through Commercial Air Cargo Firms, Kurt Ettrich

Theses and Dissertations

The Air Force has struggled to completely understand the costs associated with its operations. The issue of understanding cost is complex, involving many perspectives, methods and techniques. When examined from a broad standpoint, total supply chain costs can include a firm's costs plus upstream and downstream costs. This perspective takes vendors, suppliers and end customers into consideration. From this broad standpoint, the Air Force does not know its total supply chain cost. Since the Air Force's supply chain is too broad to be a focus of this study, a smaller segment was chosen for a closer look. Specifically, air cargo …


A Study Of Course Design Factors That Influence E-Learning Course Completion Rates, Edward A. Mathews Mar 2004

A Study Of Course Design Factors That Influence E-Learning Course Completion Rates, Edward A. Mathews

Theses and Dissertations

E-learning has been defined as "the use of network technologies to create, foster, deliver, and facilitate learning, anytime and anywhere" (Linezine, 2000). E-learning is one of the fastest growing services on the Internet today with revenues between 6 billion and 7 billion dollars (Bizreport, 2003). This growth comes with a peculiar problem - many students never complete their e-learning courses. Although there is significant variation among institutions - with some reporting course-completion rates of more than 80 percent and others finding that fewer than 50 percent of distance-education students finish their course...course-completion rates are often 10 to 20 percentage points …


Air Force Materiel Command: A Survey Of Performance Measures, Marcia Leonard Mar 2004

Air Force Materiel Command: A Survey Of Performance Measures, Marcia Leonard

Theses and Dissertations

Performance measurement has long been a matter of debate in logistics. However, in the recent past, there has been a renewed emphasis as AF leaders continue to seek funding for weapon system spares despite marginal improvements in mission capability. The Chief's Logistics Review, Logistics Transformation Program, AFMC Constraints Assessment Program, the Spares Requirement Review Board, the Spares Campaign, and the Depot Maintenance Reengineering and Transformation all represent efforts to find and implement effective answers (RAND, 2003:ix). And, while there appears to be a consensus that better performance measures are needed, there is little agreement on exactly what should be measured, …


Coming Full Circle With Boyd's Ooda Loop Ideas: An Analysis Of Innovation Diffusion And Evolution, William S. Angerman Mar 2004

Coming Full Circle With Boyd's Ooda Loop Ideas: An Analysis Of Innovation Diffusion And Evolution, William S. Angerman

Theses and Dissertations

The Observe-Orient-Decide-Act (OODA) Loop ideas of Air Force Colonel John Boyd have impacted the Department of Defense (DoD), influenced military thought, paved the way for operational change, and helped to shape fighting doctrines. A wide variety of OODA Loop ideas and interpretations exist in the literature, but are unorganized and have not undergone holistic study to determine how Boyd's ideas have spread or changed over time. As such, this research analyzed a quarter century (1976-2003) sample of the OODA Loop literature to examine the diffusion and evolution of OODA Loop ideas since Boyd's original conceptualizations. This research used qualitative data …


Cross-Sectional Study On The Factors That Influence E-Learning Course Completion Rates, Christopher C. Earnhardt Mar 2004

Cross-Sectional Study On The Factors That Influence E-Learning Course Completion Rates, Christopher C. Earnhardt

Theses and Dissertations

Completion rates for web-based courses tend to lag behind their traditional classroom counterparts, sometimes as much as 40% (Carter, 1996; Phipps and Merisotis, 1999; Zielinski, 2000). Thurston and Reynolds (2002) employed motivational constructs to explain why some people persist while others drop out of web-based courses. Their analysis of 8 web-based courses and response from 497 active duty Air Force students indicated that completion goals, off-task distractions, availability of feedback for self-regulation, and continued confidence were important factors that distinguished those who completed their courses from those who did not. This study addresses the limitations of the previous study and …


Group Performance In Military Scenarios Under Deceptive Conditions, Michael C. Hass Mar 2004

Group Performance In Military Scenarios Under Deceptive Conditions, Michael C. Hass

Theses and Dissertations

The goal of this research was to investigate how changes in modality (communication type) and external conditioning (warnings of player deception) relate to perceptions of deception and task difficulty and in turn how these perceptions relate to the final group game scores in a cooperative effort with conflicting goals. One hundred and eight participants were grouped into teams of three, given similar instructions but different goals, and asked to play a cooperative game called StrikeCOM that mimics the intelligence gathering needed to develop an air tasking order and subsequent air strike on three military targets. The analysis of the post-game …


Military Deployments As A Respite From Burnout: An Analysis Of Gender And Family, Trevor T. Sthultz Mar 2004

Military Deployments As A Respite From Burnout: An Analysis Of Gender And Family, Trevor T. Sthultz

Theses and Dissertations

To explore to possible respite effects of deployments, active duty Air Force acquisition support personnel who were either scheduled to deploy (n=74), or recently returned from deployment (n=34) were surveyed. Analysis of variance compared the pre-deployment male's and female's perceived levels of burnout, emotional exhaustion, role ambiguity, role conflict, self-efficacy, organizational commitment, contingent rewards, operating conditions, co-worker satisfaction, and overall job satisfaction. The same analysis was conducted dividing the pre- and post-deployment groups by whether or not they had children. Several of the findings were as hypothesized. Specifically, post-deployment females reported lower scores for emotional exhaustion, role ambiguity, organizational commitment, …


An Exploration Of Cultural Factors Affecting Use Of Communities Of Practice, Peter L. Hinrichsen Mar 2004

An Exploration Of Cultural Factors Affecting Use Of Communities Of Practice, Peter L. Hinrichsen

Theses and Dissertations

On-line communities of practice are potentially powerful social learning networks that can improve organizational performance. Unfortunately, administrators of on-line communities of practice report that community members do not take full advantage of this potential. This study used Shaw and Tuggle's (2003) factors of knowledge management (KM) culture affecting organizational acceptance of a knowledge management initiative to explore this issue. It was hypothesized that respondents whose communities of practice possessed higher average community use per member would rate KM culture variables higher than respondents whose communities possessed a lower average community use. An analysis of survey data collected from Air Force …


Active Duty Military Deployments: A Respite From Job Stressors And Burnout For Air Force Acquisition Support Personnel, Tonya J. Bronson Mar 2004

Active Duty Military Deployments: A Respite From Job Stressors And Burnout For Air Force Acquisition Support Personnel, Tonya J. Bronson

Theses and Dissertations

To explore the possible respite effects of deployments, active duty Air Force acquisition support personnel who were either scheduled to deploy (n=74), or recently returned from deployment (n=34) were surveyed. Analysis of variance compared the pre- and post-deployment group's perceived levels of burnout, emotional exhaustion, role ambiguity, role conflict, self-efficacy, organizational commitment, contingent rewards, operating conditions, co-worker satisfaction, and overall job satisfaction. Although the results indicated the differences were not large enough to be significant, many of the variables behaved as hypothesized. Specifically, burnout, emotional exhaustion, role conflict, contingent rewards, and co-worker satisfaction were all higher in the post- deployment …


The Operational Impact Of Mobility Readiness Spares Package Configuration During Operation Iraqi Freedom, Dianna Smith Mar 2004

The Operational Impact Of Mobility Readiness Spares Package Configuration During Operation Iraqi Freedom, Dianna Smith

Theses and Dissertations

Utilizing the Aircraft Sustainability Model (ASM), Air Force logisticians must determine the best possible number and mix of spares and repair parts for each deployable readiness spares package, better known as a mobility readiness spares package (MRSP). By analyzing MRSP support for Operation IRAQI FREEDOM (OIF), Air Force leadership can have a current picture of MRSP operational effectiveness and mission support capabilities. This research focused on determining the current configuration of MRSPs for OIF by selecting a representative array of MRSPs and supported weapon systems actively involved in OIF, and obtaining relevant support effectiveness measures. Measures selected for analysis were …


Entrepreneurial Mindset In Department Of Defense (Dod) Organizations: Antecedents And Outcomes, Christopher C. Wood Mar 2004

Entrepreneurial Mindset In Department Of Defense (Dod) Organizations: Antecedents And Outcomes, Christopher C. Wood

Theses and Dissertations

Department of Defense (DoD) and Air Force senior leaders have called for transforming the way the military conducts business. One way to achieve this transformation is by promoting a more entrepreneurial approach. The purpose of this study was to determine to what extent an entrepreneurial mindset exists in DoD organizations and to identify key antecedents and outcomes associated with this mindset. The study participants were seven Air Force organizations, most of which were located on Air Force Bases in the United States. An electronic survey was used to gather data from members of these innovative DoD organizations. Descriptive statistics and …


Government Venture Capital: A Case Study Of The In-Q-Tel Model, Michael E. Belko Mar 2004

Government Venture Capital: A Case Study Of The In-Q-Tel Model, Michael E. Belko

Theses and Dissertations

The evolution of information technology (IT) has outpaced the federal acquisition system's ability to keep up. And as the United States security strategy increasingly demands information superiority to defeat its enemies, national security institutions cannot afford to lag behind the advancements in IT. The CIA addressed their inability to procure the cutting-edge technologies needed to meet their mission requirements and adopted an innovative acquisition strategy to bridge the gap. They engaged the IT sector through In-Q-Tel, a venture capital firm that invests Agency money in companies that could produce commercially viable technologies to fill the Intelligence Community's (IC) pressing IT …


An Analysis Of The Air Force Basic Communications Officer Training Course: The Impact Of Trainee And Organization Characteristics On Training Effectiveness, Grace M. Beck Mar 2004

An Analysis Of The Air Force Basic Communications Officer Training Course: The Impact Of Trainee And Organization Characteristics On Training Effectiveness, Grace M. Beck

Theses and Dissertations

In 1998, the Aerospace Communications and Information Expertise (ACE) program was implemented to provide a common operational foundation for new Air Force Communications and Information officers. Training's crucial role in providing Air Force effectiveness and efficiency in the officer corps is demonstrated by the formal training courses new officers are required to attend for instruction in their jobs. The importance of training, and subsequent training evaluation, is evident for two significant reasons: the skills required by Air Force Communications and Information officers and the amount of investment in training. Investment in training includes money, time, equipment, and any other significant …


Organizing To Exploit The Information Domain: A Content Analysis Of The Transformation Literature, Todd S. Schug Mar 2004

Organizing To Exploit The Information Domain: A Content Analysis Of The Transformation Literature, Todd S. Schug

Theses and Dissertations

The US Department of Defense (DoD) has embarked on an ambitious plan to transform itself. A driving force behind this transformation is a realization that society has moved into an information age and that information age warfare will be significantly different from anything that has gone before it. At the heart of the transformation effort is a concept known as Network Centric Warfare (NCW). Transformation, information age warfare, and NCW all depend heavily on how the DoD handles the information domain. Although there are many organization structure/design issues that will derive from the transformation imperatives, one of central concerns is …


An Investigation Of The Role Of Influence Behaviors In Information System Implementation: A Case Study Of The Air Force Institute Of Technology School Of Engineering And Management Student Academic Support System, Mary M. King Mar 2004

An Investigation Of The Role Of Influence Behaviors In Information System Implementation: A Case Study Of The Air Force Institute Of Technology School Of Engineering And Management Student Academic Support System, Mary M. King

Theses and Dissertations

Organizations implement information systems (IS) for various reasons such as streamlining daily functions and keeping pace with changes in technology. Influence behaviors demonstrated by key leaders in reference to the implementation of such information systems play a key role in their acceptance and success. This research looks at a specific case of IS implementation and the role influence behaviors played in the successfulness of the system. This research is a case study of the Air Force Institute of Technology's (AFIT) implementation of an academic support system called my.afit.edu. Interviews and documentation gathered from key parties involved in the implementation provided …


An Experimental Investigation Of Productivity Stratification And Knowledge Transfer In An Electronically Mediated Environment, Jachin Sakamoto Mar 2004

An Experimental Investigation Of Productivity Stratification And Knowledge Transfer In An Electronically Mediated Environment, Jachin Sakamoto

Theses and Dissertations

The idea of anywhere and anytime learning is enticing from a military standpoint, given the high deployment rates in the current operational environment. Electronic-based learning is seen as an answer to this requirement. Currently there are many variations in electronic-based instructional media, and little has been done to determine which format or combination of formats is most conducive to facilitating knowledge transfer and learning. The research project explores, through the use of an experiment, three primary constructs of media richness, content flexibility, and forced engagement, in their relation to effectiveness or productivity in facilitating learning in the experimental participants. The …


Decision Analysis With Value Focused Thinking As A Methodology To Assess Air Force Officer Retention Alternatives, Sang-Ho Moon Mar 2004

Decision Analysis With Value Focused Thinking As A Methodology To Assess Air Force Officer Retention Alternatives, Sang-Ho Moon

Theses and Dissertations

Many countries realize the importance of the retention of qualified military personnel, and have tried to solve this problem using various methods. Nevertheless, the effects of those methods have not been determined or proven yet. The military retention problem is closely related to each individual's separation decision from the military. The characteristics of this decision are multi-objective and highly subjective. Accordingly, the effectiveness of various methods is heavily dependant on the value set of each individual. Decision Analysis (DA) using Value Focused Thinking (VFT) can be an excellent process to deal with this decision. Also, the data can reflect the …


Value-Focused Thinking In The Presence Of Weight Ambiguity: A Solution Technique Using Monte Carlo Simulation, Timothy W. Porter Mar 2004

Value-Focused Thinking In The Presence Of Weight Ambiguity: A Solution Technique Using Monte Carlo Simulation, Timothy W. Porter

Theses and Dissertations

When a Decision Maker is asked to provide his or her preferences, the response represents a snapshot in time. While their preference structure elicited at any given moment may represent their revealed preferences at that point in time, it may change over time. These changing preferences over time represent ambiguity in the decision maker's preferences. Other sources of ambiguity may exist. One weakness of many decision analysis techniques today is the inability to incorporate ambiguity into the basic decision model. The existence of the problem has been known and commented on for many years. This research addresses that problem. It …


Estimating Cost Growth In Engineering And Schedule Cost Categories Using A Two-Pronged Regression Approach, Chris J. Mcdaniel Mar 2004

Estimating Cost Growth In Engineering And Schedule Cost Categories Using A Two-Pronged Regression Approach, Chris J. Mcdaniel

Theses and Dissertations

This research confirms the usefulness of the logistic and multiple regression two-step procedure for assessing cost growth in major DoD weapon systems. We compile programmatic data from the Selected Acquisition Reports (SARs) between 1990 and 2002 for programs covering all defense departments. Our analysis concentrates on cost growth in the procurement appropriations of the Engineering and Manufacturing Development phase of acquisitions. We investigate the use of logistic regression in cost growth analysis to predict whether or not cost growth will occur in a program. If applicable, multiple regression is implemented to predict how much cost growth will occur. Our study …