Management Sciences and Quantitative Methods Commons^™

New Artifacts For The Knowledge Discovery Via Data Analytics (Kdda) Process, Yan Li

Theses and Dissertations

Recently, the interest in the business application of analytics and data science has increased significantly. The popularity of data analytics and data science comes from the clear articulation of business problem solving as an end goal. To address limitations in existing literature, this dissertation provides four novel design artifacts for Knowledge Discovery via Data Analytics (KDDA). The first artifact is a Snail Shell KDDA process model that extends existing knowledge discovery process models, but addresses many existing limitations. At the top level, the KDDA Process model highlights the iterative nature of KDDA projects and adds two new phases, namely Problem …

Measuring Manufacturing: How The Computer And Semiconductor Industries Affect The Numbers And Perceptions, Susan N. Houseman, Timothy J. Bartik, Timothy Sturgeon

Upjohn Institute Working Papers

Growth in U.S. manufacturing’s real value-added has exceeded that of aggregate GDP, except during recessions, leading many to conclude that the sector is healthy and that the 30 percent decline in manufacturing employment since 2000 is largely the consequence of automation. The robust growth in real manufacturing GDP, however, is driven by one industry segment: computers and electronic products. In most of manufacturing, real GDP growth has been weak or negative and productivity growth modest. The extraordinary real GDP growth in computer-related industries reflects prices for computers and semiconductors that, when adjusted for product quality improvements, are falling rapidly. Productivity …

Direct-To-Consumer Advertising Of Drugs And Patients' Health Care Seeking Behaviors, Patricia Elaine Kennedy-Tucker

Walden Dissertations and Doctoral Studies

Known as direct-to-consumer advertising (DTCA), pharmaceutical companies in the United States are permitted to advertise prescription drugs directly to consumers. The purpose of this quantitative study was to determine if an association exists between DTCA and health care-seeking behaviors. The theoretical framework for this study involved social learning theory, information integration theory, and prospect theory. The research questions identified if exposure to DTCA (a) is associated with physician office visits, (b) influences a patient/physician conversation regarding a prescription, (c) influences requesting a prescription, and (d) has an impact on patients' ratings of the overall interaction with the physician. Data were …

Employee Locus Of Control And Engagement In Nonprofit Organizations, Jacqueline Myers

Walden Dissertations and Doctoral Studies

Transformational leadership and employee engagement have been studied in the private sector, yet research in the nonprofit sector is scarce. Addressing this gap is important to improve nonprofit practices, as nonprofit organizations contribute to a myriad of social issues critical to positive social change. Using Burns's theory of transformational leadership, which places emphasis on motivating and inspiring performance through a shared vision and mission, the purpose of this quantitative study was to analyze the effects of transformational leadership on employee engagement in nonprofit organizations. The study also assessed whether locus of control acted as a mediating variable on employee engagement. …

Impact Of Middle-Level Managers' Well-Being And Happiness On Direct Reports' Performance, Respent Green Iii

Walden Dissertations and Doctoral Studies

The happy productive worker (HPW) theory states that happy employees perform at higher levels than unhappy employees do. Despite the explanatory power of the HPW theory, it was unknown if a happy middle-level manager would be associated with productive direct reports. The purpose of this phenomenological study was to address that gap by exploring the impact of middle-level managers' well-being and happiness on the performance of their direct reports. Key research questions examined how middle-level managers' well-being and happiness influenced the performance of their direct reports and how middle-level managers' application of the HPW theory influenced social change. Twenty middle-level …

Talent Retention In Organizations Facing Staff Reductions Via Layoffs, George Edward Lightfoot

Walden Dissertations and Doctoral Studies

High voluntary attrition threatens the future of downsizing organizations. The purpose of this phenomenological study was to explore how employee layoff announcements reduces the perception of organizational commitment to experienced, skilled workers in central Wisconsin. The conceptual framework integrated stress response theories including Cannon's cognitive activation theory of stress. Face-to-face interviews were conducted with 20 journeyman level artisans who had witnessed the layoff process within 50 miles of Wausau Wisconsin. These interviews were analyzed via the modified van Kaam method to code, cluster, and group the findings into significant themes. Nine themes emerged from the analyses suggesting layoff implementation strategies …

Using Fair Division Methods For Allocating Transportation Funds, Edith Montes

Open Access Theses & Dissertations

Current transportation funding allocation methods are very complex due to limited budgets and conflicting interests. In order to maintain an efficient infrastructure transportation system, agencies must balance the allocation of funds required either to increase the roadway capacity or to preserve the existing roads in service. Depending on the target objectives and specific constraints, the funding allocation process is approached using different methods. The funding allocation process is usually addressed using expert judgment which involves subjective criteria, weighted formulas with pre-established priorities, or a combination of both. However, formula-based funding allocation methods may lead to the public's disagreement if final …

A Social Exchange Perspective: The Mediating Effect Of Customers' Perceived Overall Justice And Affect In The Relationship Between Employee Performance And Customer Satisfaction, Si Hyun Kim

Open Access Theses & Dissertations

Drawing from social exchange theory (Blau, 1964) and affective event theory (Weiss & Cropanzano, 1996), this paper provides insight into how customers' perceived overall justice and customers' affect mediate the relationship between employee performance and customer satisfaction. The primary research question of the study was how employees' performance (task performance and organizational citizenship behaviors) indirectly influences customers' satisfaction. In addition, this study examined the moderating effect of types of exchange in the relationship between employee performance and customers' perceived overall justice. 151 dyadic surveys were collected from both customers and stylists in 5 beauty/hair salons. As expected, customers' positive affect …

The Nature And Influence Of Relationship On Success In A Virtual Work Environment, Carol Locher Ransone

Antioch University Dissertations & Theses

The evolution of technology in the 21st century has led to a greater understanding of the benefits and the challenges of expanding work relationships across geographical boundaries. This expansion has contributed to the development of a global society with over three million employee teleworkers (Global Workplace Analytics and the Telework Research Network, 2013). In spite of the advances in connecting across the globe technologically, the importance of successfully working together in a virtual work environment is grounded in relationships that foster individual growth and group cohesion. The human elements of connectivity are primary to the success of organizations as well …

Sustainability Strategies In Supply Chain Management, Amit Arora

College of Graduate Studies: Theses & Dissertations

Managers no longer view sustainability of organizations only in terms of profitability and economic growth of shareholders. Various competitive pressures are forcing managers to broaden the scope of sustainability to include explicit environmental and societal objectives too. These pressures are emanating from various sources such as depleting natural resources, regulatory policies from governments, erratic weather cycles, demanding customers and brand damage due to exposure about poor working conditions in supplier factories located in other countries. This dissertation consists of three essays that contribute to the practice and literature of strategic sustainable supply chain management by examining its four aspects: measure, …

Two Stage Procurement Processes With Competitive Suppliers And Uncertain Supplier Quality, Yue Jin, Jennifer K. Ryan, Walter Yund

Department of Supply Chain Management and Analytics: Faculty Publications

This paper considers a sourcing problem faced by a manufacturer who outsources the manufacturing of a product to one of several competing suppliers, whose cost and quality capabilities are unknown. We consider a two-stage sourcing process in which the first stage is the qualification stage, while the second stage is the supplier selection stage. In the first stage, the manufacturer exerts effort to learn about the quality level of each of the suppliers and then must determine the set of qualified suppliers, subject to some tolerance for error. In the second stage, the manufacturer runs a price-only procurement auction, in …

A Sociogenomic Perspective On Neuroscience In Organizational Behavior, Seth M. Spain, Peter D. Harms

Department of Management: Faculty Publications

We critically examine the current biological models of individual organizational behavior, with particular emphasis on the roles of genetics and the brain. We demonstrate how approaches to biology in the organizational sciences assume that biological systems are simultaneously causal and essentially static; that genotypes exert constant effects. In contrast, we present a sociogenomic approach to organizational research, which could provide a meta-theoretical framework for understanding organizational behavior. Sociogenomics is an interactionist approach that derives power from its ability to explain how genes and environment operate. The key insight is that both genes and the environment operate by modifying gene expression. …

Uncovering The Nuances Of Referral Hiring: How Referrer Characteristics Affect Referral Hires’ Performance And Likelihood Of Voluntary Turnover, Jenna R. Pieper

Department of Management: Faculty Publications

The literature on employee referral hiring gives little attention to referrers. Synthesizing two theories in the literature (the better match and social enrichment accounts), through the lens of social resources theory, I provide a conceptual and empirical breakdown of the effects of referrer quality (referrer performance at hire and referrer tenure at hire) and post-hire accessibility (referrer employment and referrer-referral hire job congruence) on referral hire performance and likelihood of voluntary turnover. I tested my hypotheses with longitudinal data from 386 referrer-referral hire pairs at the same job level in a U.S. call center over a 2-year period. Across analyses …

Modelling Risk Management In Banks: Examining Why Banks Fail?, Daniel Onyebuchi Okehi

Walden Dissertations and Doctoral Studies

The persistent bank failures in the Nigerian financial system have been a major concern of the government, depositors, shareholders, and the general public because of the important roles banks play in the economy. The aim of this research was to determine why there have been persistent bank failures in Nigeria and to investigate whether ineffective risk management in banks, coupled with poor corporate governance practices and nonadherence to regulations (independent variables), play a significant role in the banks' performance(dependent variable). The variables were operationalized by taking VaR as the proxy for risk management, having CRO as proxy for ERM , …

Influential Leadership In A Diverse Retail Environment: Implications For Reducing Voluntary Employee Turnover, Stuart Jackson

Walden Dissertations and Doctoral Studies

Many investigators have documented the impact of high attrition rates on an organization's ability to deliver its expected results. However, limited information is available regarding the efficacy of a specific bundle of variables, which would support a leader's ability to influence voluntary employee turnover. This quantitative study investigated the effectiveness of a 60-day treatment implemented to address the problem of voluntary employee turnover in a diverse retail environment. The research questions examined the effectiveness of an increase in communication, answering, recognition, and training on voluntary employee turnover and job satisfaction in a diverse retail environment. The theoretical foundation of the …

Prioritizing Offshore Vendor Selection Criteria For The North American Geospatial Industry, Simon Wolfgang Musaeus

Walden Dissertations and Doctoral Studies

The U.S. market for geospatial services totaled US $2.2 billion in 2010, representing 50% of the global market. Data-processing firms subcontract labor-intensive portions of data services to offshore providers in South and East Asia and Eastern Europe. In general, half of all offshore contracts fail within the first 5 years because one or more parties consider the relationship unsuccessful. Despite the high failure rates, no study has examined the offshore vendor selection process in the geospatial industry. The purpose of this study was to determine the list of key offshore vendor selection criteria and the efficacy of the analytic hierarchy …

Academic Analytics In Higher Education: Barriers To Adoption, Willie L. Pomeroy

Walden Dissertations and Doctoral Studies

The analysis of big data points and the use of data analytics have proven successful in improving corporate business efficiencies, growing profits, and increasing competitive advantages. The theory of academic capitalism, which holds that institutions of higher education are becoming more like corporations due to declining operating funds and the need to become more efficient, transparent, and competitive, guided this study. Despite the positive outcomes that analytic tools may produce in advanced efficiencies and competitive growth, college academic administrators have not yet adopted these tools, due in part to barriers facing the administrators. The purpose of this phenomenological study was …

Diffusion Of Social Network Technology And Overuse Among Health Industry Knowledge Workers, Abdel Rahman Toure

Walden Dissertations and Doctoral Studies

Many organizations now realize the important role of social network technology (SNT) in building social capital and hence broadening their customer base. However, observations have indicated that, while working, many knowledge workers use SNT to engage in non-job related activities, potentially leading to a decrease in productivity. The purpose of this study was to examine the relationship between the usage of SNT and productivity in the health sector. The theoretical foundation of this study emanated from Rogers's theory of diffusion of innovations and Campbell, Rodney, Scott, and Christopher's theory of performance. Collection of data involved a self-administered survey designed with …

African American Women's Perception Of Subprime Lending Practices On Their Home Buying Knowledge And Behaviors, John Howard White

Walden Dissertations and Doctoral Studies

The subprime mortgage lending practices from 1995 to 2007 were disproportionately concentrated on minority and low income neighborhoods of the United States. Despite the negative effects of subprime loans, these loans are regaining popularity. The purpose of this phenomenological research study was to bridge the gap in knowledge about their effect on African American women by exploring the home buying knowledge and behaviors of African American women between 2004 and 2007 in a southern state. Ajzen and Fishbein's theory of planned behavior served as the theoretical framework of this study, which explored factors that motivated African American women to buy …

Business Drivers For Environmental Regulations Compliance In Ghana's Mining Sector, Georgina Angorkor Ahorbo

Walden Dissertations and Doctoral Studies

Ghana's mining sector is a significant contributor to the national economy; however, environmental degradation continues to stigmatize the sector. The purpose of this phenomenological study was to explore experiences and perspectives of middle managers on how to drive compliance with EPA regulations and standards in Ghana's mining sector. Ajzen's theory of planned behavior was the conceptual framework for this phenomenological study. A purposive sample of 20 middle managers from Ghana's mining sector participated in interviews, which were transcribed and then coded to generate common themes. The primary research question involved exploring factors that promote employee compliance in Ghana's mining sector. …

Perceptions Of Higher Education Online Learning Faculty In Lebanon, Noha Adib Haidar

Walden Dissertations and Doctoral Studies

The purpose of this case study was to explore faculty attitudes toward online learning in a Lebanese Higher Education Institution (HEI). The research problem addressed the disinterest among faculty at the Arts, Sciences, and Technology University of Lebanon (AUL) in enhancing learning using online technology. The research questions for this study explored the attitudes of the faculty toward applying online learning and the extent of the faculty readiness to adopt this technological change. A qualitative case study design was used that employed multiple sources of information including semi-structured interviews and existing literature. The target population was AUL faculty including full-time …

Supporting And Securing Personal Mobile Devices Within An Existing Information Technology Environment, George Allen Patton

Walden Dissertations and Doctoral Studies

Personal mobile devices are becoming integrated into the daily operations of business. Managers are realizing that employees who are allowed to use personal mobile devices to access corporate information systems may reduce costs as users buy their own devices. The problem was that managers have a limited understanding of the need to secure or support personal mobile devices. The purpose of this survey study was to examine the relationship between employees' desire to use personal mobile devices and corporation needs for security and support. Hypotheses were tested by examining the relationships between the requirement to support and secure personal mobile …

Sustainability Efforts Of One Oil Company In Niger Delta Of Nigeria, Charles Afam Anosike

Walden Dissertations and Doctoral Studies

Environmental degradation and socioeconomic dilemma continue to stigmatize oil production in the Niger Delta of Nigeria. Sustainability programs of oil companies often determine the improvement of living conditions in the region. This explanatory qualitative case study, guided by systems thinking theory and sustainable value framework, explored practitioners' perceptions of sustainability programs to identify its impact on business and the host communities. The research question was designed to address how sustainability efforts of a single oil company in the Niger Delta contributed to the business performance and the livelihood of the local people. Research data were gathered from a sample of …

Sustainable Revenue Generation System For Nonprofit Institutions Of Higher Education, Graig Arcuri

Walden Dissertations and Doctoral Studies

Social and individual spending on higher education has outpaced social and individual economic growth, resulting in nonprofit institutions of higher education (NIHEs) growing increasingly dependent upon unsustainable governmental subsidies and tuition increases. The purpose of this study was to examine the interactions among components of the nonprofit university system, existing revenue generation methods, and sustainability of revenue generation, thereby generating a new sustainable revenue theory for nonprofit universities within the United States. This qualitative grounded theory study used a multiphase design incorporating data from the literature review, historical documents, and phone interviews from a theoretical sampling of 10 NIHEs. Participants …

A Correlational Analysis Of Empowerment And Experience With Resistance To Change, Rita Elizabeth Burgess

Walden Dissertations and Doctoral Studies

Despite more than 60 years of research about the nature of change, resistance to change remains a problem across industries. Health care leaders have limited knowledge of how health care managers' perceptions of empowerment, years of experience, and resistance to change (RTC) relate. The purpose for this nonexperimental correlational study was to examine the relationship between empowerment, years of experience, and RTC among managers via an online survey. The theoretical framework incorporated Kanter's structural empowerment theory and Kotter's change theory. The sample included 245 out of 1,181 health care managers from Veterans Administration (VA) hospitals in the New York metropolitan …

Generational Cohort Differences In Types Of Organizational Commitment, April Lavette Jones

Walden Dissertations and Doctoral Studies

In hospitals in the United States, the ratio of nurses to patients is declining, resulting in an increase in work demands for nurses. Consequently, organizations face challenges with nurses' organizational commitment. Studies have revealed generational differences, as determined by birth year, in employee levels of organizational commitment in a number of organizational settings. However, there is a gap in the literature regarding the impact of generational cohorts on the organizational commitment of nurses. The purpose of this quantitative, nonexperimental, cross-sectional design was to address whether generational cohorts of nurses differed in their levels of organizational commitment, and to investigate whether …

The Role Of Followership During Periods Of Absent Leadership, Robert Alan Leonard

Walden Dissertations and Doctoral Studies

With a culture focused on leadership, the purpose in this study was to explore untested assumptions about followers and their being ignored as independent productive actors in the workplace. The lived experience of followers and their impact on the success or failure of organizations during periods of absent leadership was explored via 4 independent situations. A qualitative, phenomenological research design based primarily on the theoretical framework of Moustakas and the research design of Patton guided the study. The 3 key research questions were explored with regard to followers during periods of absent leadership: how they respond, what actions they take …

Mission Statement Clarity And Organizational Behavior At An Art-Focused High School, Michael Allen Mitchell

Walden Dissertations and Doctoral Studies

Many new institutions struggle with issues of identity and purpose, which can create instability and lack of growth. Mission statements are often used to clearly identify the characteristics that make an organization unique. This study was informed by theories of organizational management, art integration constructivism, and Bronfenbrenner's cultural ecology. The literature indicates that there is a strong connection between a clear and concise mission statement and the organization's behaviors. This study examined a small Southeast Michigan charter school devoted to integrating arts and academic curricula to determine how the stated mission was understood and implemented by its stakeholders. An applied, …

Individualized Consideration: Poverty Countermeasure, Lawrence Wilson

Walden Dissertations and Doctoral Studies

Despite more than $1 trillion spent annually on poverty remediation, impoverishment in the United States persists unabated. With a U.S. poverty rate greater than 10% for more than 4 decades, economics are neither poverty's cause nor cure. As such, non-economic poverty remedies require exploration and expansion. Linking greater leadership and poverty theories, this non-experimental, cross sectional, quantitative, survey-based research effort correlated individualized consideration's (IC) practice with collegiate athlete graduation rates in order to identify and isolate possible leadership based social poverty remediation measures. Leveraging a two-stage random sample, this research effort correlated student athlete Multi-Factor Leadership Questionnaire (form 5X) responses …

Corporate Governance, Conservatism And Firm Performance: Evidence From China, Yun Ren

Theses: Doctorates and Masters

This thesis examines the effect of the board of directors and supervisory board on conservatism and firm performance, respectively, and the benefits of conservatism on performance. In addition, this thesis investigates whether the effectiveness of firms’ governance on conservatism and firm performance is influenced by ownership concentration and state ownership. The extant literature has shown that conservatism reduced agency conflict and was beneficial for corporate governance in developed countries; however, little evidence has been provided for emerging countries such as China.

Sample companies are selected from the Shanghai and Shenzhen stock exchanges for the period from 2007 to 2010. Archival …