Management Information Systems Commons^™

Tesla Energy Division Strategic Audit, Kaleb Strawhecker

Honors Program: Senior Projects (Public)

Tesla’s electric vehicle manufacturing operation is the major revenue source for the company. Tesla has established itself as a significant player amongst other automotive manufacturers, specifically in the electric vehicle sector. Many trends are favoring Tesla’s expansion. This audit takes a look at trends and changes through a PESTEL analysis along with Porter’s Five Forces. Both provide an in-depth look into what the environment around Tesla is like. Then, these are used to evaluate Tesla’s major strategies, competitive advantages, and resources it has at its disposal. Finally, the audit will address how the factors allow Tesla to take advantage of …

Affordances And Information Systems Research: Taking Stock And Moving Forward, Mostafa Mesgari, Kaveh Mohajeri, Bijan Azad

Information Systems and Business Analytics Faculty Works

The term affordance appears with increasing frequency in the Information Systems (IS) literature. Nevertheless, those who study information technologies/information systems (IT/IS) via the affordance lens often have different views about its origin, meaning, and appropriate application in IS research. In turn, not spelling out the related assumptions and boundaries inherent in these diverse views may have hindered a wider and more cumulative adoption of the affordance lens in IS research. This paper offers a potential solution by (1) synthesizing the ecological psychology literature to suggest five key modules of the affordance concept relevant to IS research and (2) taking stock …

A Systematic Literature Review Of Ransomware Attacks In Healthcare, Jasler Klien Adlaon

Electronic Theses, Projects, and Dissertations

This culminating experience project conducted a Systematic Literature Review of ransomware in the healthcare industry. Due to COVID-19, there has been an increase in ransomware attacks that took healthcare by surprise. Although ransomware is a common attack, the current healthcare infrastructure and security mechanisms could not suppress these attacks. This project identifies peer-viewed literature to answer these research questions: “What current ransomware attacks are used in healthcare systems? “What ransomware attacks are likely to appear in the future?” and “What solutions or methods have been used to prepare, prevent, and recover from these attacks?” The purpose of this research is …

Themes And Participants’ Role In Online Health Discussion: Evidence From Reddit, Massara Alazazi

Theses and Dissertations

Health-related topics are discussed widely on different social networking sites. These discussions and their related aspects can reveal significant insights and patterns that are worth studying and understanding. In this dissertation, we explore the patterns of mandatory and voluntary vaccine online discussions including the topics discussed, the words correlated with each of them, and the sentiment expressed. Moreover, we explore the role opinion leaders play in the health discussion and their impact on participation in a particular discussion. Opinion leaders are determined, and their impact on discussion participation is differentiated based on their different characteristics such as their connections and …

Simulation Modeling For Robust And Just Public Policy Decision-Making, Jack Mitcham

Graduate Doctoral Dissertations

Public policy decision-making is challenging for several reasons. First, the outcomes of pulling a public policy lever are often deeply uncertain because of the complexity of the social and physical systems involved. Second, even if outcomes can be predicted, there are multiple points of view to consider, and the same outcome can be viewed anywhere from very positively to very negatively by different stakeholders. Because of this, public policy decisions should be both robust and just. Robustness helps with the uncertainty in outcomes and justice helps with differences in worldview. In this dissertation, I employ system dynamics and agent-based simulation …

Organizational Inertia, Digital Capabilities, Digital Transformation, And Firm Competencies, Adhi Ari Utomo, Mira Maulida, Soebowo Musa

The South East Asian Journal of Management

Research Aims: This research aims to investigate the impact of organizational inertia on digital capabilities and digital transformation to optimize firm competencies.

Design/Methodology/Approach: The dataset was produced through a quantitative survey of 125 firms in Indonesia using the Structural Equation Model (SEM) to analyse the data.

Research Findings: The results of this study indicate that organizational inertia indirectly impacts firm competencies through digital capabilities and digital transformation. Organizational inertia impacts digital capabilities, not digital transformation, whereas digital capabilities impact digital transformation and a firm’s competencies.

Theoretical Contribution/Originality: This study contributes to the literatures on organizational behaviour and strategic management by …

The Influence Of Push-Pull-Mooring Effects On E-Wallet Customer Switching In Generation Z In Dki Jakarta, Eka Yunita, Jono Mintarto Munandar

The South East Asian Journal of Management

Research Aims: This research aims to identify the characteristics of Generation Z e-wallet customers in DKI Jakarta; analyse the effect of push-pull-mooring effects on switching intention, the moderating effect of the mooring effects on the relationship between push effects and pull effects with switching intention, and the effect of switching intention on the switching behaviour of Generation Z e-wallet customers.

Design/Methodology/Approach: There were 262 respondents, using non-probability sampling with the purposive sampling method. The data analysis technique used is descriptive analysis and SEM-PLS.

Research Findings: The results of this study indicate that the push effects do not affect switching intention. …

Performance Of Technological Startups: The Interaction Of R&D And Founding Team Human Capital, Qian Ye, Weijun Zheng

Journal of Business & Entrepreneurship

This study examines the impacts of R&D on new-born startups’ revenue during the 0-3 age period, as well as investigating the moderating role of founding team human capital in the R&D-revenue relationship. The sample is from a longitudinal panel data from the Kauffman Firm Survey (KFS), including a total of 1369 technology-based startups established in year 2004 and a total of 286 founding teams. Consistent with findings of previous research, results of this study suggest that startups who engage in R&D investments and activities in gestation/initial stage of business development have significant higher likelihood of obtaining high revenue in the …

An Industry Study Of Best Practices In Life Insurance Automated And Accelerated Underwriting Models, Kartik Sakthivel

Theses and Dissertations

Having life insurance is critical for hundreds of millions of people around the world as a key part of sound financial protection for individuals and families, but there are unacceptably high populations that lack coverage. 106 million Americans are uninsured or underinsured, the protection gap being pronounced in communities of color. Making the rigorous process of purchasing insurance easier is crucial in helping protect the financial security of millions. Automated and accelerated underwriting, a relatively nascent practice in the mature life insurance industry, is intended to streamline this process and narrow this coverage gap by making it easier to obtain …

Partial Centralization In A Durable-Good Supply Chain, Jin Li, Xiaodong Yang, Victor Shi, Gangshu (George) Cai

Information Systems and Analytics

There has been extensive research on the strategic choice between supply chain centralization and decentralization. However, most research assumes complete centralization or complete decentralization but omits the commonly adopted supply chain structure of partial centralization. With partial centralization, a firm owns a portion, but not all, of its partner. To help fill this research gap, in this paper, we make a major contribution by explicitly analyzing partial centralization in a supply chain where a durable-good manufacturer owns a portion of its downstream retailer. We start with a two-period model and derive analytical equilibrium outcomes of the supply chain and its …

Ais Teaching Curation Project: The Introductory Course In Information Systems, James Burleson, Teagen Nabity-Grover, Karim Jetha

IT and Supply Chain Management Faculty Publications and Presentations

The Association for Information Systems (AIS) Teaching Curation Project aims to highlight and summarize research within the association that focuses on the major courses taught in Information Systems (IS) programs. The present literature review is a companion to a curation website specific to the introductory course in IS. In this review, we identify three major themes that pervade this literature: IS program enrollment, pedagogy, and curriculum. We use these themes to structure our summary of the research on the importance of the introductory course and various approaches to instruction. These themes also provide a framework for positioning future research. For …

Informational Content Of Factor Structures In Simultaneous Discrete Response Models, Shakeeb Khan, Arnaud Maurel, Yichong Zhang

Research Collection School Of Economics

We study the informational content of factor structures in discrete triangular systems. Factor structures have been employed in a variety of settings in cross sectional and panel data models, and in this paper we attempt to formally quantify their informational content in a bivariate system often employed in the treatment effects literature. Our main findings are that under the factor structures often imposed in the literature, point identification of parameters of interest, such as both the treatment effect and the factor load, is attainable under weaker assumptions than usually required in these systems. For example, we show is that an …

Isscm Newsletter, Spring 2023, Raj Soin College Of Business, Wright State University

ISSCM Newsletters

A nine page newsletter from the Department of Information Systems and Supply Chain Management in the Raj Soin College of Business at Wright State University.

Self-Learning Algorithms For Intrusion Detection And Prevention Systems (Idps), Juan E. Nunez, Roger W. Tchegui Donfack, Rohit Rohit, Hayley Horn

SMU Data Science Review

Today, there is an increased risk to data privacy and information security due to cyberattacks that compromise data reliability and accessibility. New machine learning models are needed to detect and prevent these cyberattacks. One application of these models is cybersecurity threat detection and prevention systems that can create a baseline of a network's traffic patterns to detect anomalies without needing pre-labeled data; thus, enabling the identification of abnormal network events as threats. This research explored algorithms that can help automate anomaly detection on an enterprise network using Canadian Institute for Cybersecurity data. This study demonstrates that Neural Networks with Bayesian …

Analysis Of First-Time Completion In The Field Service Environment, Gavin Rick, Scott Englerth, Marc Carter, Hayley Horn

SMU Data Science Review

First-time completion is an important measure of service quality and efficiency in the field service industry. Customers call upon field service providers to repair their equipment in a timely manner so it can be put back into service for their business demands. Responsiveness can be measured through first-time completion and is defined as completing the repair on the first visit of a service call. This research is exploring the first-time completion in the forklift service industry. This research found the primary factors that impact first-time completion percentage in this industry include parts on hand, parts backorder process, technician experience, and …

Teaching Tip: A Teaching Module Illustrating Erp Item Value Automation, Anil Singh, Vikram Bhadauria, George Mangalaraj

Information Systems Faculty Publications

Large parts of the enterprise resource planning (ERP) processes are automated. One example is the item values in the sales order process. To execute a sales order, the ERP system applies a specific “find” strategy on a wide variety of data sources such as customer master, material master, and customer price-specific data tables, and extracts information such as customer class, discounts, and dates for computations of line items, namely, prices, discounts, and taxes. While completing their ERP assignments on the sales order process, students often see only the final sales order amount and ignore—and thereby fail to appreciate and understand—the …

The Impact Of Case Management Intervention For Insured Asthma Patients In Louisiana, An Empirical Study, Mohamed Mohamed Ohaiba

LSU Doctoral Dissertations

Asthma is a chronic condition whose symptoms are managed/prevented using medication and interventions. The overarching objective of this study was to evaluate the impact of patients' demographics on case management enrollment and healthcare utilization, as well as to develop machine learning models to predict high-cost patients.

To accomplish these goals, the Man-Whiteness test, the chi-squares test, logistic regression and odds ratios, and machine learning models were implemented. The average cost of the non-enrolled CM group was significantly higher than the enrolled group (p-value .0001). In addition, the non-enrolled groups had considerably more visits to the emergency department than the other …

Learning-By-Doing In Non-Homogeneous Tasks: An Empirical Study Of Content Creator Performance On A Music Streaming Platform, Yang Li, Yanni Ping, Yuyun Zhong, Ram Misra

Department of Information Management and Business Analytics Faculty Scholarship and Creative Works

With the development of high-speed internet and better mobile connections, online streaming platforms with user-generated videos are becoming popular. The success of these platforms relies on content creators who can effectively enhance user engagement (e.g., subscribing to a content creator’s channel). As opposed to homogeneous production scenarios (e.g., assembling automobiles in a factory), creating user-generated videos is a more complex task in which learning might happen. In this study, we empirically test the effect of prior experience on content creators’ performance. Furthermore, we examine the role of specialization in learning. We use a dataset from NetEase Cloud Music, one of …

Impact Of Emr/Ehr And Computer Decision Support Systems On Nursing Homes And Long-Term Care, Wendy Trzyna, Brian Cox, Alberto Coustasse

Management Faculty Research

Long-Term Care (LTCs) facilities and nursing homes have been an essential part of the healthcare industry to meet the needs of older adults. However, Electronic Medical Records (EMRs/ EHR within LTC facilities and nursing homes have lagged more than in other healthcare sectors. This research analyzed the impact of implementing EMR/EHR and Computerized Decision Support Systems within LTC facilities and nursing homes. In nursing homes and LTC facilities where EMR/EHR has been implemented, patient outcomes improved by reduced pressure ulcers and increased identification of patients at risk for malnutrition and falls. Integration of CDSSs with EMR/EHR improved documentation and prescribing …

Positioning, Articulating, And Crafting Conceptual Articles On Entrepreneurship, James J. Chrisman, Chevy-Hanqing Fang, Lloyd Steier

Business and Information Technology Faculty Research & Creative Works

Conceptual Articles Are Important for Theory Building but the Special Challenges of Developing Conceptual Articles on Entrepreneurship Has Not Been Fully Considered. We Begin to Fill This Gap by Discussing the Nature of Conceptual Articles on Entrepreneurship, Particularly Those Geared for Publication in Entrepreneurship Theory and Practice. We Introduce Three Dimensions of the Entrepreneurship Discipline—uniqueness, Relevance, and Multiplicity—and Discuss How They Can Affect the Positioning of Conceptual Articles and the Articulation of their Contribution. We Also Enumerate Some Basic Principles for Crafting Good Conceptual Articles and Present Guidelines based on Our Discussion.

Boyer Model Of Scholarship In Practice, Tony Shannon

International Journal for Business Education

The four types of scholarship in the Boyer framework are relevant to teaching or training at any level of post-secondary education, both directly in terms of knowledge and indirectly through the impact of enthusiasm [2,9]. This outline is a simplified introduction to the salient features of the system, with some general examples of what each type could mean in practice. The boundaries of the types are fluid and can overlap in theory and in practice [4,6].

Report Of The Independent Review Of Freedom Of Speech In Australian Higher Education Providers, Tony Shannon

International Journal for Business Education

This summary does not claim to be preferred in any way to a reading of the complete report with its succinct and simple recommendations, including “A Model Code for the Protection of Freedom of Speech and Academic Freedom in Australian Higher Education Providers”. The review is an important document for all institutions dedicated to teaching, particularly at the tertiary level, in having a shared understanding of freedom of speech within an institution.

The Review involved a two-stage consultation process with universities and other stakeholders between November 2018 and March 2019, and it also considered recent pertinent debates in Canada, New …

Lumina Review Of Learning Frameworks: Tools For Building A Better Educational Experience, Tony Shannon

International Journal for Business Education

A reason for summarising this document (Travers et al, 2019) is that the Lumina Foundation in the USA is one of the few educational think-tanks which seems to be aware of the effects on the workplace from the exponentially accelerating growth in soft-computing, especially artificial intelligence, which will be seen in the next fifteen years (cf. Jankowski and Marshall. 2017).

Summary Of And Comments On Strengthening Skills: Expert Review Of Australia's Vocational Education And Training System, Steven Joyce

International Journal for Business Education

The following extracts have been compiled in this order to give a feeling for the total report (168 pages). The order of what follows is quite different from Joyce. It has been summarised this way for the benefit of readers who are not involved in the VET sector on a day-to-day basis. Most of the data are from 2017-2018. The summary is by Tony Shannon; it has no official status. To give perspective to this important report, the summary and comments are in three parts, namely,

• A general view of Australian Vocational Education & Training
• Recommendations – road map
• Some …

How Does Bpm Maturity Affect Process Performance?

Communications of the IIMA

Organizations are increasingly confronted with the consequences of globalization, digitalization and disruptive (technological) developments. The constantly changing and dynamic social, economic, and political environment as well as the public opinion require public organizations to deliver effective and efficient services. These trends also apply to Dutch housing associations who are working together with suppliers in the process of property maintenance to increase quality and to reduce costs. Business Process Management (BPM) has the prospect of enhancing the performance of maintenance processes. Previous studies have confirmed a positive relationship between BPM-maturity and Process performance. However, in different contexts this relation is sometimes …

Cyber Threat Intelligence Discovery Using Machine Learning From The Dark Web

Communications of the IIMA

Cyber threat intelligence (CTI) is an actionable information or insight an organization uses to understand potential vulnerabilities it does have and threats it is facing. One important CTI for proactive cyber defense is exploit type with possible values system, web, network, website or Mobile. This study compares the performance of machine learning algorithms in predicating exploit types using form posts in the dark web, which is a semi- structured dataset collected from dark web. The study uses the CRISP data science approach. The results of the study show that machine learning algorithms which are function-based including support vector machine and …

Privacy And Security Information Awareness And Disclosure Of Private Information By Users Of Online Social Media In The Ibadan Metropolis, Nigeria, Funmilola Olubunmi Omotayo, Joy Oluwabukola Olayiwola

The African Journal of Information Systems

The purpose of this paper is to investigate information privacy and security awareness among online social media (OSM) users in the Ibadan metropolis, Nigeria. Building upon the social exchange theory, some factors that could influence the disclosure of private information on social media were identified. Findings from the analysis of data of 255 respondents revealed that most were aware of information privacy and security measures available on OSM, and the risks associated with the disclosure of private information on OSM. Privacy and security awareness, the perception of benefits associated with the use of OSM, the perception of risks associated with …

National Digital Infrastructure And India’S Healthcare Sector: Physician’S Perspectives, Rajesh Chandwani, Saneesh Edacherian, Mukesh Sud

The Qualitative Report

Patient-centric digital infrastructure can potentially enhance the efficiency of healthcare systems. However, even in developed nations, evidence suggests low adoption rates for such infrastructure and lack of support from clinicians is considered as one of the most critical hindering factors. In this study, we examine physicians' perceptions of the proposed large-scale information technology initiative in India that aims to transform the health sector and provide universal health coverage to all residents of India. We employed the information ecology lens to understand the broader changes in the healthcare system that could result from the initiative. We use focus group discussion and …

U.S. Department Of The Interior: Sharing Fair Data Fairly, Jason Earl Duke

Theses and Dissertations

Thousands of scientists, researchers, students, and organizations consume government-produced data daily that are often difficult to locate because they are collected and stored in multiples at varying levels of quality, inhibiting their usefulness for data science investigations and analysis. To address these challenges, United States Government agencies and bureaus have been implementing Findable, Accessible, Interoperable, and Reusable (FAIR) Data Principles into their data-sharing strategies since 2016. However, differing interpretations of the FAIR Data Principles lead to data that must be documented uniformly and adequately integrated for reuse. Select datasets have been analyzed with peer-reviewed FAIR assessment tools to establish a …

Uk Universities Face Their Toughest Test, Andrew Jack

International Journal for Business Education

The School of Oriental and African Studies seemed a symbol of stability when it celebrated its centenary in 2016 by taking over and renovating the University of London’s imposing Senate House building in central London. It was a bold move to lure the best students. But just three years later its future has become much shakier, with its undergraduate intake down 40 percent and a £7m operating deficit. “The competition is brutal,” says Professor Stephen Hopgood, Soas’s international pro-director. “We are small and specialist, and if undergraduate fees are cut, it’s going to be very hard for an institution of …