Management Information Systems Commons^™

Proof Of Recovery: A Model To Enhance Data Integrity In Data Management Systems, Gustaf Barkstrom

Theses and Dissertations

Businesses lose millions of dollars every year when they can’t restore data from backups. Research shows that Disaster Recovery Plan (DRP) testing is not conducted frequently enough, nor are records maintained that demonstrate full data recovery from backups. This work introduces a design science artifact called PRTOK that aims to increase DRP testing. The design science artifact is a software solution that integrates with Data Management Systems (DMS)

such as iRODS and DSpace, and can work with formats such as HDF5 and BagIt. Proof-of- recovery records, or tokens, are recorded in a replicated, resilient, and indelible proof-of- authority blockchain data …

Exploring Factors Influencing The Adoption Of Ai Tools In Auditing: A Mixed-Methods Study, Fahad Alsudairi

Theses and Dissertations

Artificial Intelligence's (AI) rise has created value for organizations and society, prompting scholars to study its spread across many areas. However, the impact of AI adoption on governmental organizations still needs to be explored. Governmental entities face unique challenges distinct from private organizations, and existing research often focuses on the perspectives of AI experts or senior management, neglecting the insights of lower-level employees who will use the system daily.

This study investigates the multifaceted factors influencing the intention to adopt AI tools within a governmental auditing bureau in Saudi Arabia. To the best of our knowledge, no previous study has …

Design And Exploration Of New Models For Security And Privacy-Sensitive Collaboration Systems, Ramandeep Kaur Sandhu

Theses and Dissertations

Collaboration has been an area of interest in many domains including education, research, healthcare supply chain, Internet of things, and music etc. It enhances problem solving through expertise sharing, ideas sharing, learning and resource sharing, and improved decision making.

To address the limitations in the existing literature, this dissertation presents a design science artifact and a conceptual model for collaborative environment. The first artifact is a blockchain based collaborative information exchange system that utilizes blockchain technology and semi-automated ontology mappings to enable secure and interoperable health information exchange among different health care institutions. The conceptual model proposed in this dissertation …

Inquiries In Intelligent Information Systems: New Trajectories And Paradigms, Samaa Elnagar

Theses and Dissertations

Rapid Digital transformation drives organizations to continually revitalize their business models so organizations can excel in such aggressive global competition. Intelligent Information Systems (IIS) have enabled organizations to achieve many strategic and market leverages. Despite the increasing intelligence competencies offered by IIS, they are still limited in many cognitive functions. Elevating the cognitive competencies offered by IIS would impact the organizational strategic positions.

With the advent of Deep Learning (DL), IoT, and Edge Computing, IISs has witnessed a leap in their intelligence competencies. DL has been applied to many business areas and many industries such as real estate and manufacturing. …

When Statistical Significance Is Not Enough: Investigating Relevance, Practical Significance, And Statistical Significance, Kaveh Mohajeri, Mostafa Mesgari, Allen S. Lee

Information Systems Publications

The notions of significance and relevance have provoked much controversy and confusion among those who conduct and those who are intended to be informed by quantitative research in the information systems (IS) field. The history of quantitative research in the IS field and beyond reveals not only disputes over the adequacy of statistical significance to warrant the scientific merits of research, but also pleas for drawing attention to practical significance, as well as a lack of distinction between relevance and practical significance. This essay offers a remedial, overarching account. We establish the position that statistical significance, practical significance, and relevance …

Relevance Of Health-Related Hashtags On Twitter: A Text Mining Approach, Mauli Dalal, Kweku-Muata Osei-Bryson

Graduate Research Posters

BACKGROUND

Social media platforms facilitate user interaction and impact decision making. Users prefer to use hashtags while sharing posts. Knowing the sentiment towards diabetes, bloodpressure, and obesity is fundamental to understanding the impact of these information on patients and their families. The study seeks to determine the relevance of health-related hashtags on Twitter and analyze sentiments about diabetes, obesity, blood pressure.

METHOD

Tweets were retrieved using synonyms for “diabetes”, “hypertension” and “obesity”. The extended knowledge discovery in data mining (KDDM) model guided our research with research objectives defined in the ‘research problem understanding’ phase. The ‘information seeking’ from Uses and …

A Novel Framework For Social Internet Of Things: Leveraging The Friendships And The Services Exchanged Between Smart Devices, Javad Abed

Theses and Dissertations

As humans, we tackle many problems in complex societies and manage the complexities of networked social systems. Cognition and sociability are two vital human capabilities that improve social life and complex social interactions. Adding these features to smart devices makes them capable of managing complex and networked Internet of Things (IoT) settings.

Cognitive and social devices can improve their relationships and connections with other devices and people to better serve human needs. Nowadays, researchers are investigating two future generations of IoT: social IoT (SIoT) and cognitive IoT (CIoT). This study develops a new framework for IoT, called CSIoT, by using …

Finpathlight: Framework For An Ontology-Based, Multiagent, Hybrid Recommender System Designed To Increase Consumer Financial Capability, Lawrence Bunnell

Theses and Dissertations

This study is a design science research (DSR) project in which a description of the development and evaluation process for several novel technological artifacts will be communicated. Specifically, this study will establish: 1) an ontology of recommender systems issues, 2) an ontology of financial capability goals, and 3) a framework for a Personal Financial Recommender System (PFRS) application designed to improve user financial capability, called FinPathlight. The impetus for the RecSys Issues Ontology is to address a gap in the literature by providing researchers with a comprehensive knowledge classification of the issues and limitations inherent to recommender systems research. …

Reducing Sepsis Mortality: A Cloud-Based Alert Approach, Janet A. Zink

Theses and Dissertations

The aim of this study is to examine the impact of a cloud-based CDS alerting system for SIRS, a precursor to sepsis, and sepsis itself, on adult patient and process outcomes at VCU Health System. The two main hypotheses are: 1) the implementation of cloud-based SIRS and sepsis alerts will lead to lower sepsis-related mortality and lower average length of stay, and 2) the implementation of cloud-based SIRS and sepsis alerts will lead to more frequent ordering of the Sepsis PowerPlan and more recording of sepsis diagnoses. To measure these outcomes, a pre-post study was conducted. A pre-implementation group diagnosed …

Good Game, Greyory Blake

Theses and Dissertations

This thesis and its corresponding art installation, Lessons from Ziggy, attempts to deconstruct the variables prevalent within several complex systems, analyze their transformations, and propose a methodology for reasserting the soap box within the display pedestal. In this text, there are several key and specific examples of the transformation of various signifiers (i.e. media-bred fear’s transformation into a political tactic of surveillance, contemporary freneticism’s transformation into complacency, and community’s transformation into nationalism as a state weapon). In this essay, all of these concepts are contextualized within the exponential growth of new technologies. That is to say, all of these semiotic …

Modelling And Testing Consumer Trust Dimensions In E-Commerce, Tiago Oliveira, Matilde Alhinho, Paulo Rita, Gurpreet Dhillon

Information Systems Publications

Prior research has found trust to play a significant role in shaping purchase intentions of a consumer. However there has been limited research where consumer trust dimensions have been empirically defined and tested. In this paper we empirically test a path model such that Internet vendors would have adequate solutions to increase trust. The path model presented in this paper measures the three main dimensions of trust, i.e. competence, integrity, and benevolence. And assesses the influence of overall trust of consumers. The paper also analyses how various sources of trust, i.e. consumer characteristics, firm characteristic, website infrastructure and interactions with …

Three Roles For Statistical Significance And The Validity Frontier In Theory Testing, Allen S. Lee, Kaveh Mohajeri, Geoffrey S. Hubona

Information Systems Publications

This study offers a method for empirically testing theories operationalized in the form of multivariate statistical models. An innovation of the method is that it distinguishes testing into three separate forms, “effect testing,” “prediction testing,” and “theory testing,” where statistical significance plays a separate role in each one. In another innovation, the researcher specifies not only his or her desired level of statistical significance, but also his or her desired level of practical significance. Statistical significance and practical significance each serve as a dimension in a two-dimensional table that specifies the rejection region – the region where the researcher can …

Automatically Detecting The Resonance Of Terrorist Movement Frames On The Web, Ugochukwu O. Etudo

Theses and Dissertations

The ever-increasing use of the internet by terrorist groups as a platform for the dissemination of radical, violent ideologies is well documented. The internet has, in this way, become a breeding ground for potential lone-wolf terrorists; that is, individuals who commit acts of terror inspired by the ideological rhetoric emitted by terrorist organizations. These individuals are characterized by their lack of formal affiliation with terror organizations, making them difficult to intercept with traditional intelligence techniques. The radicalization of individuals on the internet poses a considerable threat to law enforcement and national security officials. This new medium of radicalization, however, also …

A Systems View Of Is Governance And It Governance: A Case Study Of The Virginia Department Of Transportation, Bernard Farkas

Theses and Dissertations

A review of the research related to Information Technology (IT) governance reveals that researchers have yet to use systems theory directly as a basis for understanding IT governance; however, analysis of these researchers’ various definitions of IT governance shows a concurrence between these definitions and the characteristics of a system. This case study research adopts a systems imagination to observe IS and IT governance in the Virginia Department of Transportation (VDOT), which has a budget of over $5 billion and over 7,500 employees and has recently conducted a strategic assessment of its IT organization - including IS and IT governance. …

Divergence In Stakeholder Perceptions Of Security Policies: A Repgrid Analysis For Norm-Rule Compliance, Ahlam Almusharraf

Theses and Dissertations

Many organizations have a problem with synchronizing individual values regarding information security with expectations set by the relevant security policy. Such discordance leads to failure in compliance or simply subversion of existing or imposed controls. The problem of the mismatch in understanding the security policies amongst individuals in an organization has devastating effect on security of the organization. Different individuals hold different understanding and knowledge about IS security, which is reflected on IS security policies design and practice (Vaast, 2007). Albrecthsen and Hovdena (2009) argue that users and managers practice IS security differently because they have different rationalities. This difference …

Intrinsic Motivation And Information Systems Security Policy Compliance In Organizations, Yurita Yakimin Abdul Talib

Theses and Dissertations

Incidents of computer abuse, proprietary information leaks and other security lapses have been on the increase. Most often, such security lapses are attributed to internal employees in organizations subverting established organizational IS security policy. As employee compliance with IS security policy is the key to escalating IS security breaches, understanding employee motivation for following IS security policy is critical. In addition to several types of extrinsic motives noted in prior studies, including sanctions, rewards, and social pressures, this study adds that an important contributing intrinsic factor is empowerment. Per Thomas and Velthouse’s (1990) intrinsic motivation model, empowerment is the positive …

Decision Support Capabilities Of Enterprise Content Management Systems: An Empirical Investigation, Jaffar A. Alalwan, Manoj A. Thomas, H. Roland Weistroffer

Information Systems Publications

Enterprise content management (ECM) systems help organizations cope with the increasing complexity and volume of data and information. Despite the growing popularity of ECM, published literature indicates that organizations primarily use ECM for operational benefits, while the strategic decision making capabilities are rarely considered. Thus, the most significant rewards of ECM implementation may be largely forgone. This study investigates the potential of ECM technology for decision support. A research model is proposed and validated via an empirical investigation. The results show that ECM positively influences problem identification and definition, decision making speed and analysis, decision quality, and decision makers’ satisfaction.

Theorizing When User Reaction To It Implementation Is Neither Resistance Nor Acceptance, But Constructive Behavior: A Case Study Of Healthcare It Implementation, Kaveh Mohajeri

Theses and Dissertations

The prevailing discourse of “resistance vs. acceptance” in IT implementation research mostly personalizes the issue as “users” versus IT implementers (e.g., managers, CIOs, CMIOs, etc.). This kind of discourse has created an IT-implementer-centric attitude among IS scholars and practitioners. The IT-implementer-centric attitude, while embraces “acceptance” as a desirable reaction almost unconditionally, frequently holds for minimizing or more conservatively suppressing “resistance” to IT implementation. In other words, the mainstream IT implementation research, almost completely, treats “users” as passive recipients whose choices, as they face pre-developed/pre-designed/pre-rolled-out technology being implemented, can only be defined on a spectrum from “acceptance” to “resistance.” The current …

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 …

Aligning Security And Usability Objectives For Computer Based Information Systems, Santa Ram Susarapu

Theses and Dissertations

With extensive use of information systems in day-to-day business operations, many organizations are facing challenges to develop robust computer-based information systems that are secure and widely used by the user community. In order to develop information systems that are secure and useful, understanding what stakeholders consider important and value about the security and usability is critical. Security refers to confidentiality, integrity and availability and usability refers to efficiency, effectiveness and user satisfaction. Using Value Focused Thinking approach, this research first proposes the usability objectives based on the values of system developers and users. Using the security objectives proposed by Dhillon …

Institutionalization Of Information Security: Case Of The Indonesian Banking Sector, Muhamad Faisal Fariduddin Attar Nasution

Theses and Dissertations

This study focuses on the institutionalization of information security in the banking sector. This study is important to pursue since it explicates the internalization of information security governance and practices and how such internalization develops an organizational resistance towards security breach. The study argues that information security governance and practices become institutionalized through social integration of routines and system integration of relevant technologies. The objective is to develop an understanding of how information security governance and practices in the Indonesian banking sector become institutionalized. Such objective is built on an argument that information security governance and practices become institutionalized through …

The Strategic Association Between Enterprise Content Management And Decision Support, Jaffar Alalwan

Theses and Dissertations

To deal with the increasing information overload and with the structured and unstructured data complexity, many organizations have implemented enterprise content management (ECM) systems. Published research on ECM so far is very limited and reports on ECM implementations have been scarce until recently (Tyrväinen et al. 2006). However, the little available ECM literature shows that many organizations using ECM focus on operational benefits while strategic decision-making benefits are rarely considered. Moreover, the strategic capabilities such as decision making capabilities of ECM are not fully investigated in the current literature. In addition, the literature lacks a strategic management framework (SMF) that …

Designing A Comprehensive Framework For E-Government Implementation Success With A Special View Of The Case Of Saudi Arabia, Mohammed Alsaigh

Theses and Dissertations

As a result of the increasing development in the field of Information Systems (IS) in the last decades, new concepts have appeared to serve specific requirements and needs (Smith 2010; Almarabeh and AbuAli 2010). E-government is one of these concepts, which appeared in 1993 (Silva 2006) to become one of the main tools for governments around the world to enhance the services provided by governments and their agencies (Atallah 2001). Investigating the literature shows that there are common issues in all e-government implementation projects which can be summarized as follows: 1) e-government implementation projects in their nature are vast, and …

The Shaping Of Managers’ Security Objectives Through Information Security Awareness Training, Mark Harris

Theses and Dissertations

Information security research states that corporate security policy and information security training should be socio-technical in nature and that corporations should consider training as a primary method of protecting their information systems. However, information security policies and training are predominately technical in nature. In addition, managers creating security policies rely heavily on security guidelines, which are also technically oriented. This study created a series of information security training videos that were viewed by four groups of managers. One video discussed the socio-technical aspects of security, another discussed only the social aspects of security, the third detailed only the technical aspects …

Achieving Solution Success: An Investigation Of User Participation Approaches, Angela Mattia

Theses and Dissertations

User participation and its relationship to system success have been discussed in the information systems (IS) literature from many theoretical and practical perspectives. In reality, most of this discussion is grounded in empirical research that has yielded mixed results on the importance of user participation and its relationship to system success. The goal of this dissertation is to extend the line of inquiry into user participation during information system development by providing information systems researchers and IS practitioners with both a valid theoretical and practical investigation of a successful IS solution. This investigation organizes the study within a descriptive model …

Building And Testing Theory On The Role Of It In The Relationship Between Power And Performance: Implementing Enterprise Performance Management In The Organization, Mitchell Wenger

Theses and Dissertations

This research builds on the literature about power and performance, offering new theory that extends the literature by accounting for the transformational effects of information technology. The role of information technology in the relationship between organizational power and performance is unclear in the literature. Management literature offers theories describing the relationship between power and performance. IS literature investigates the relationship between information technology (IT) and power and between information systems technology and performance, but is silent on the impact of IT on the relationship between power and performance. The nature of this relationship – direct, moderating, or indirect – is …

A Model Of Organizational Competencies For Business Intelligence Success, Lewis Chasalow

Theses and Dissertations

Business intelligence (BI) systems comprise one of the largest and fastest growing areas of IT expenditure in companies today. Companies’ experiences with deriving benefits from these systems are still mixed. One of the differences between BI and other types of information systems is that how BI systems are used, not just whether they are used, can have a major impact on the benefits derived. Therefore the characteristics of BI users and the organizations within which they work can have a disproportionate impact on the benefits derived from investments in BI. Organizational competence is one way to evaluate the characteristics of …

Towards A Reflective-Agile Learning Model And Method In The Case Of Small-Shop Software Development: Evidence From An Action Research Study, Jeffry Babb

Theses and Dissertations

The ascension and use of agile and lightweight software development methods have challenged extant software design and development paradigms; this is especially notable in the case of small-team and small-shop software development. In this dissertation, a Reflective-Agile Learning Method and Methodology (RALMM) for small-shop software development, is proposed to enhance communication and learning in the use of agile methods. The purpose of the inquiry in this dissertation pertains to: the nature of the professional practice of small team software development; the implications of the epistemology of Reflective Practice has for the professional practice of small-team software development; and whether the …

A Scientific Basis For Rigor In Information Systems Research, Allen S. Lee, Geoffrey S. Hubona

Information Systems Publications

Qualitative research is just as able as quantitative research to follow certain fundamental principles of logic in general and scientific reasoning in particular. Two such principles are the logic of modus ponens and the logic of modus tollens. In this essay, we frame different research approaches— positivist research, interpretive research, action research, and design research—in the forms of modus ponens and modus tollens. Three issues emerge from this framing and call into question how research is now conducted in the discipline of information systems. They are the issue of a common scientific basis, the issue of the fallacy of …

Defining Value Based Information Security Governance Objectives, Sushma Mishra

Theses and Dissertations

This research argues that the information security governance objectives should be grounded in the values of organizational members. Research literature in decision sciences suggest that individual values play an important role in developing decision objectives. Information security governance objectives, based on values of the stakeholders, are essential for a comprehensive security control program. The study uses Value Theory as a theoretical basis and value focused thinking as a methodology to develop 23 objectives for information security governance. A case study was conducted to reexamine and interpret the significance of the proposed objectives in an organizational context. The results suggest three …