Open Access. Powered by Scholars. Published by Universities.®

Management Information Systems Commons™

Open Access. Powered by Scholars. Published by Universities.®

Kennesaw State University

Discipline
Keyword
Publication Year
Publication
Publication Type
File Type

Articles 91 - 120 of 489

Full-Text Articles in Management Information Systems

Insights In Cybersecurity Of A Smart Campus - A Review, Mircea Ţălu Jan 2025

Insights In Cybersecurity Of A Smart Campus - A Review, Mircea Ţălu

Journal of Cybersecurity Education, Research and Practice

The profound impact of the Internet of Things (IoT) on various fronts, is driven by technological advancements, the ubiquitous spread of information, and the emergence of transformative events. IoT presents a diverse array of possibilities within university environments, fostering a more connected and enhanced educational experience. This research undertakes a comprehensive review of existing literature to provide context to the IoT and underscore its crucial significance in the realm of smart campuses. Additionally, the paper explores the intricate connections between IoT and key concepts such as cybersecurity and wireless sensor networks to present a holistic perspective. It delves into the …


Digital Twin And Cybersecurity In Additive Manufacturing, Lidong Wang Dec 2024

Digital Twin And Cybersecurity In Additive Manufacturing, Lidong Wang

Journal of Cybersecurity Education, Research and Practice

Additive manufacturing (AM) has been applied to automotive, aerospace, medical sectors, etc., but there are still challenges such as parts’ porosity, cracks, surface roughness, intrinsic anisotropy, and residual stress because of the high level of thermal gradient. It is significant to conduct the modeling and simulation of the AM process and achieve quality products. Digital Twin (DT) can help AM with forecasting defects/errors through simulation and real-time process monitoring. DT is a concept of Industry 4.0, and its digital structure reflects the real-time behaviors of a cyber-physical or physical system. This paper introduces the progress of DT applications in AM, …


Perceived Risk Mediation Of Website Quality In Online Clothing Shopping In A South African Township, Khathutshelo M. Makhitha, Rodney G. Duffett Nov 2024

Perceived Risk Mediation Of Website Quality In Online Clothing Shopping In A South African Township, Khathutshelo M. Makhitha, Rodney G. Duffett

The African Journal of Information Systems

South Africa lags behind other economies regarding online shopping adoption. Extant literature has focused on the influence of risk factors on consumers’ intention to shop online. However, few studies have considered the effect that mediating factors can have on relationships between other factors related to online shopping. It is particularly important to determine the mediation effect of perceived risk factors on the relationship between perceived website quality and intentions to shop online. A quantitative survey was used to collect data from 300 online shoppers who purchase clothing online and are located in the Soweto Township in Gauteng, South Africa. Perceived …


Beyond Human-Centric Models In Cybersecurity Education: A Pilot Posthuman Analysis Of The Nice Workforce Framework For Cybersecurity, Ryan Straight Nov 2024

Beyond Human-Centric Models In Cybersecurity Education: A Pilot Posthuman Analysis Of The Nice Workforce Framework For Cybersecurity, Ryan Straight

Journal of Cybersecurity Education, Research and Practice

This study applies a posthuman lens to the National Initiative for Cybersecurity Education (NICE) Workforce Framework, examining two key Work Roles in cybersecurity education. Employing a novel posthuman coding scheme, the associated Tasks, Knowledge, and Skills (TKS) statements were analyzed. Findings reveal significant posthuman elements within the framework while identifying opportunities for further integration. The analysis demonstrates a strong presence of human-technology entanglement and adaptive learning concepts, yet highlights areas where the framework could emphasize system complexity and interconnectedness. This research contributes to ongoing discussions on cybersecurity education in complex technological landscapes, proposing a theoretical framework for integrating posthuman concepts …


Implementation Of Information Systems In Local Government Authorities: Understanding Of The Role Of Reforms In The Designing Process, Wilson Pholld, Faraja T. Igira, Nima H. Shidende Oct 2024

Implementation Of Information Systems In Local Government Authorities: Understanding Of The Role Of Reforms In The Designing Process, Wilson Pholld, Faraja T. Igira, Nima H. Shidende

The African Journal of Information Systems

Government reform implementations are often a catalyst for system implementation within public sectors. However, their influence on the information system design process in the public sectors have not been explained extensively in the literature. This study used actor network theory as the lens to examine the interactions of actors during the information systems design process in the reformed public sectors. The main research aims were to extend the understanding of how government reforms influence the information system design processes of local government authorities in Tanzania. The study employed the interpretive approach and the case study strategy when analyzing the phenomena. …


Wormhole Attack Mitigation In Wireless Network Using Propagation Delay, Harry May, Travis Atkison Oct 2024

Wormhole Attack Mitigation In Wireless Network Using Propagation Delay, Harry May, Travis Atkison

Journal of Cybersecurity Education, Research and Practice

This paper presents a novel approach for mitigating wormhole attacks on wireless networks using propagation delay timing. The wormhole attack is a persistent security threat that threatens the integrity of network communications, potentially leading to data theft or other malicious activities. While various methods exist for combating wormhole attacks, our approach offers advantages that set it apart. Our approach involves a combination of proactive and reactive measures, harnessing box plot analysis and weighting factor techniques to identify and isolate outlier node links effectively. Unlike traditional methods, our solution not only detects outlier links but also defines dynamic weighting factors, providing …


Happy Hours, Not Office Hours: Socially Engaging Cybersecurity Students In A Large Online Graduate Course, James T. Mccafferty Oct 2024

Happy Hours, Not Office Hours: Socially Engaging Cybersecurity Students In A Large Online Graduate Course, James T. Mccafferty

Journal of Cybersecurity Education, Research and Practice

Engagement is a critical part of student learning and student success. This is especially true in online classes where students have less interaction with their classmates and instructors when compared to traditional face-to-face courses. Research on engagement has shown that when students are meaningfully engaged it can increase student satisfaction and it may also increase levels of academic achievement, including grades earned and degree progression (e.g. Wong et al., 2024). This paper focuses on social engagement in a graduate cybersecurity program that uses large, expandable online courses as described by Whitman and Mattord (2023). Large online graduate classes (i.e., more …


Leveraging Propagation Delay For Wormhole Detection In Wireless Networks, Harry May, Travis Atkison Sep 2024

Leveraging Propagation Delay For Wormhole Detection In Wireless Networks, Harry May, Travis Atkison

Journal of Cybersecurity Education, Research and Practice

Detecting and mitigating wormhole attacks in wireless networks remains a critical challenge due to their deceptive nature and potential to compromise network integrity. This paper proposes a novel approach to wormhole detection by leveraging propagation delay analysis between network nodes. Unlike traditional methods that rely on signature-based detection or specialized hardware, our method focuses on analyzing propagation delay timings to identify anomalous behavior indicative of wormhole attacks. The proposed methodology involves collecting propagation delay data in both normal network scenarios and scenarios with inserted malicious wormhole nodes. By comparing these delay timings, our approach aims to differentiate between legitimate network …


How State Universities Are Addressing The Shortage Of Cybersecurity Professionals In The United States, Gary Harris Sep 2024

How State Universities Are Addressing The Shortage Of Cybersecurity Professionals In The United States, Gary Harris

Journal of Cybersecurity Education, Research and Practice

Cybersecurity threats have been a serious and growing problem for decades. In addition, a severe shortage of cybersecurity professionals has been proliferating for nearly as long. These problems exist in the United States and globally and are well documented in literature. This study examined what state universities are doing to help address the shortage of cybersecurity professionals since higher education institutions are a primary source to the workforce pipeline. It is suggested that the number of cybersecurity professionals entering the workforce is related to the number of available programs. Thus increasing the number of programs will increase the number of …


The Use Of Selected Social Media Platforms By South African-Listed Companies For Stakeholder Engagement, Kashmira Hansjee, Zakiyyah Varachia, Dannielle Cerbone Sep 2024

The Use Of Selected Social Media Platforms By South African-Listed Companies For Stakeholder Engagement, Kashmira Hansjee, Zakiyyah Varachia, Dannielle Cerbone

The African Journal of Information Systems

This study aimed to determine whether South African-listed companies use social media to engage with stakeholders. Emerging economies are experiencing rapid growth, which increases the need for transparent communication to build trust with investors to facilitate resource exchange. Social media has changed many aspects of communication by offering instant, interactive channels that can reach numerous stakeholders. However, there is limited research into the utilization of social media for stakeholder communication within emerging economies. This study aimed to address that topic and examined the social media practices of listed entities to determine whether companies use Facebook, Twitter, Instagram, and LinkedIn for …


E-Service Delivery And People-Centric Development In The Digital Age: A Case Of Rural South Africa, Tapfuma Pashapa, Ulrike Rivett Sep 2024

E-Service Delivery And People-Centric Development In The Digital Age: A Case Of Rural South Africa, Tapfuma Pashapa, Ulrike Rivett

African Conference on Information Systems and Technology

This paper explores the role of ICT proliferation in rural development, specifically in terms of improving public services within the South African rural context. The South African setting provided an opportunity to reflect on a people-centric approach that prioritizes social inclusion and public participation to balance a local government landscape historically skewed against rural areas. Interviews were conducted in rural municipalities to determine the development priorities of households and the impact of ICTs on rural development. The findings highlight that the economics of service delivery tend to favour service providers and those who are socio-economically advantaged. This results in varying …


The Perceptions Of Women In Ict Concerning Hybrid Work At Telecommunication Companies In South Africa, Ntombizethu Lubisi, Samwel Mwapwele Sep 2024

The Perceptions Of Women In Ict Concerning Hybrid Work At Telecommunication Companies In South Africa, Ntombizethu Lubisi, Samwel Mwapwele

African Conference on Information Systems and Technology

This study examines the perceptions of women in ICT regarding the hybrid work model in South Africa's telecommunications sector, a shift accelerated by the COVID-19 pandemic. The research explores both the benefits—such as flexibility, financial savings, and improved work-life balance—and the challenges, including communication difficulties, collaboration issues, and infrastructural problems like power outages. Using a qualitative, interpretive approach, data were gathered through semi-structured interviews with 11 participants from 8 JSE-listed telecom companies. The key finding is that while the hybrid model is generally viewed favourably for supporting career development, the findings underscore the need for well-structured policies to ensure effective …


Stakeholder Perceptions Of A New Learning Management System Implementation At A South African University, Lazola Taho, Walter Uys Sep 2024

Stakeholder Perceptions Of A New Learning Management System Implementation At A South African University, Lazola Taho, Walter Uys

African Conference on Information Systems and Technology

Learning Management Systems (LMSs) investments are increasing in response to internal and external factors such as technology and market trends, laws, and regulations. Many LMS implementation initiatives fail despite decades of research on IS success. Challenges faced by sub-Saharan Africa Higher Education Institutions (HEI’s) LMS implementations are becoming context-specific to each institution. Studying implementation success quantitatively has however not provided adequate contextual insights into the complex dynamics of implementation. Research often investigates lecturers and students at the exclusion of other stakeholders. Using Critical Hermeneutics (CH) as a guiding perspective, semi-structured interviews were conducted with decision-makers, administrators, support staff, students, and …


The Use Of Social Media For Organisational Learning: A Systematic Review Of Literature, Harry Moongela, Marie Hattingh Sep 2024

The Use Of Social Media For Organisational Learning: A Systematic Review Of Literature, Harry Moongela, Marie Hattingh

African Conference on Information Systems and Technology

Social media (categorised as Web 2.0 platforms) has been reported to significantly impact and improve organisational learning (OL), but there seems to be a lack of systematic literature reviews (SLR) covering the use of social media to facilitate OL. Thus, this article conducted a SLR for both social media and OL by presenting the significant concepts, models and frameworks from literature. A total number of 48 articles were found for the analysis method and the findings reveal important concepts such as types of OL, levels of OL and frameworks incorporating both social media and OL. The results also show that …


Exploring Government Initiatives To Build Digital Skills In Namibia, Meriam Kakuwaezi, Gwamaka Mwalemba Sep 2024

Exploring Government Initiatives To Build Digital Skills In Namibia, Meriam Kakuwaezi, Gwamaka Mwalemba

African Conference on Information Systems and Technology

The Fourth Industrial Revolution has transformed the skills required for success in the modern workplace, driving governments to increasingly rely on digital technologies for economic growth, social development, and cultural enrichment. However, developing economies face significant challenges due to skill shortages. This paper examines the Namibian government's initiatives to develop digital skills, focusing on key areas such as broadband expansion, broadcasting, and content creation, particularly in filmmaking. Through an analysis of government policies, plans, and speeches, the study traces the evolution of Namibia's efforts from general skills development to a more specialized ICT focus. The findings contribute to the academic …


Information Security Risk On Ownership Of Third-Party Software By African Businesses, Kennedy Njenga, Steven Kadima Sep 2024

Information Security Risk On Ownership Of Third-Party Software By African Businesses, Kennedy Njenga, Steven Kadima

African Conference on Information Systems and Technology

This study raises an important concern regarding African businesses that procure and own third-party security software. These businesses may be led to believe that they are safe from security threats while shifting the security concerns and responsibility to third-party service providers. The study used grounded theory (GT) to present rich insights and lived experiences from African business practitioners, highlighting that this may not be the case, and African businesses may be vulnerable. This gap is addressed and discussed. The study qualitatively examined the lived experiences of selected practitioners and, from the analysis, a theory that explains how risks can be …


A Framework For Enterprise Resource Planning Systems In Non-Governmental Organisations In Zimbabwe, Florence Fungisai Sikweche, Theo Tsokota, Colletor Tendeukai Chipfumbu, Lucy Charity Sakala Sep 2024

A Framework For Enterprise Resource Planning Systems In Non-Governmental Organisations In Zimbabwe, Florence Fungisai Sikweche, Theo Tsokota, Colletor Tendeukai Chipfumbu, Lucy Charity Sakala

African Conference on Information Systems and Technology

The fastest and most effective way for Non-Governmental Organisations (NGOs) to manage resources efficiently is to transform through introducing information systems (IS). However, it has been argued by several authors that Enterprise Resource Planning (ERP) systems do not usually fit the requirements of organizations in developing countries because of the different business practices, and legal and government regulations. Hence, this study sought to establish a framework for ERP integration in NGOs in Zimbabwe. Interviews and observations were used for data collection. A sample of 15 employees was chosen, using purposeful sampling, from 13 NGOs located in Harare. Results showed that …


Designing Cybersecurity Escape Rooms: A Gamified Approach To Undergraduate Learning, Thitima Srivatanakul Sep 2024

Designing Cybersecurity Escape Rooms: A Gamified Approach To Undergraduate Learning, Thitima Srivatanakul

Journal of Cybersecurity Education, Research and Practice

Gamification, including game-based learning (GBL), is a widely recognized pedagogical approach used for imparting and reinforcing cybersecurity knowledge and skills to learners. One innovative form of GBL gaining popularity across various educational levels, from secondary schools to professional development, is escape room-style education. This study is centered on the development and design of escape room activities tailored for teaching cybersecurity concepts, with a particular focus on web and software security, to undergraduate students at York College. The primary objectives of this research are twofold: firstly, to evaluate the effectiveness of educational escape room activities in reinforcing cybersecurity concepts taught in …


Privacy Perceptions On Personal Data And Data Breaches In South Africa, Phillip Nyoni, Mthulisi Velempini, Nehemiah Mavetera Aug 2024

Privacy Perceptions On Personal Data And Data Breaches In South Africa, Phillip Nyoni, Mthulisi Velempini, Nehemiah Mavetera

The African Journal of Information Systems

Research shows that data breaches often occur when organizations fail to protect users’ personal data sufficiently well. Many devices are connected to the Internet such as mobile phones, smart cars, wearables and ‘Things’ which increase the number of potential entry points into data stores. This paper discusses the potential data privacy risks that users face online. The study used online content analysis and surveys to establish the privacy perceptions of users and trends of data breaches in South Africa. The findings reveal that users have a positive perception of data managers and view them as knowledgeable in data protection. Nevertheless, …


Using Gamification To Enhance Mastery Of Network Security Concepts, Kevin Hilliard, Xiaohong Yuan, Kelvin Bryant, Jinsheng Xu, Jinghua Zhang Jul 2024

Using Gamification To Enhance Mastery Of Network Security Concepts, Kevin Hilliard, Xiaohong Yuan, Kelvin Bryant, Jinsheng Xu, Jinghua Zhang

Journal of Cybersecurity Education, Research and Practice

Gamification has proven to be effective in engaging and encouraging people to work towards and achieve goals. Many students struggle to focus on schoolwork, due to a lack of interest, lack of understanding, or other factors unique to the student. Applying gamification elements to education can help engage these students in learning their course material and help them excel academically. This study examines the effectiveness of using gamification techniques to enhance the learning experience in college Computer Science courses. A video game application is utilized to review and reinforce cybersecurity concepts that students have already been taught in class. Previous …


Development Of Cyber Security Platform For Experiential Learning, Abhishek Vaish, Ravindra Kumar, Samo Bobek, Simona Sternad Jun 2024

Development Of Cyber Security Platform For Experiential Learning, Abhishek Vaish, Ravindra Kumar, Samo Bobek, Simona Sternad

Journal of Cybersecurity Education, Research and Practice

The cyber security education market has grown-up exponentially, with a CAGR of 13.9 % as reported by Data Intelo. The report published by the World Economic Fo- rum 2023 indicates a shortfall of 2.27 million cyber security experts in 2021 across different roles and hence manifest that Skill-based cyber security education is the need of the hour. Cybersecurity as a field has evolved as a multi-discipline, multi-stakeholder and multi-role discipline. Therefore, the need to address formal education with an outcome-based philosophy is imperative to address for a wider audience with varied past training in their formal education. With the Internet …


Digital Technology Affordances Reshaping Entrepreneurship Development Process: A Systematic Review, Emmanuel Okoro Ajah May 2024

Digital Technology Affordances Reshaping Entrepreneurship Development Process: A Systematic Review, Emmanuel Okoro Ajah

The African Journal of Information Systems

Digital technology has brought about the emergence of digital entrepreneurship, which has significantly disrupted existing products and services and the way that they are marketed. This new wave of entrepreneurship has piqued the interest of scholars from various disciplines, including Information Systems. However, in the literature, there are insufficient theoretical explanations of digital technology's role in the processes involved in digital entrepreneurship development. To address this, a systematic review was conducted to comprehensively explore digital technology affordances in digital entrepreneurship development. Such affordances are the factors that cause the digitalization of the events that characterize digital entrepreneurship development. The outcome …


Crisis Management: Unveiling Information And Communication Technologies’ Revamped Role Through The Lens Of Sub-Saharan African Countries During Covid-19, Ruthbetha Kateule, Egidius Kamanyi, Mahadia Tunga May 2024

Crisis Management: Unveiling Information And Communication Technologies’ Revamped Role Through The Lens Of Sub-Saharan African Countries During Covid-19, Ruthbetha Kateule, Egidius Kamanyi, Mahadia Tunga

The African Journal of Information Systems

The management of COVID-19 pandemic has revealed inefficiencies in coordinating global response, particularly in African countries. Therefore, creating an urgent need to examine the literature on Information and Communication Technologies (ICT) in crisis management to appreciate its contextual role. Employing a systematic review, using the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA), this paper critically assessed the extent of the use of ICT in crisis management in Africa’s response to COVID-19 to reconstruct its resilience against future crises. Findings indicate that while countries with limited ICT infrastructure faced considerable challenges in utilizing ICT solutions in COVID-19 management, countries …


Factors Influencing The Perceptions Of Human-Computer Interaction Curriculum Developers In Higher Education Institutions During Curriculum Design And Delivery, Cynthia Augustine, Salah Kabanda Apr 2024

Factors Influencing The Perceptions Of Human-Computer Interaction Curriculum Developers In Higher Education Institutions During Curriculum Design And Delivery, Cynthia Augustine, Salah Kabanda

The African Journal of Information Systems

Computer science (CS) and information systems students seeking to work as software developers upon graduating are often required to create software that has a sound user experience (UX) and meets the needs of its users. This includes addressing unique user, context, and infrastructural requirements. This study sought to identify the factors that influence the perceptions of human-computer interaction (HCI) curriculum developers in higher education institutions (HEIs) in developing economies of Africa when it comes to curriculum design and delivery. A qualitative enquiry was conducted and consisted of fourteen interviews with HCI curriculum developers and UX practitioners in four African countries. …


Comparing Cognitive Theories Of Learning Transfer To Advance Cybersecurity Instruction, Assessment, And Testing, Daniel T. Hickey Ph.D., Ronald J. Kantor Apr 2024

Comparing Cognitive Theories Of Learning Transfer To Advance Cybersecurity Instruction, Assessment, And Testing, Daniel T. Hickey Ph.D., Ronald J. Kantor

Journal of Cybersecurity Education, Research and Practice

The cybersecurity threat landscape evolves quickly, continually, and consequentially. This means that the transfer of cybersecurity learning is crucial. We compared how different recognized “cognitive” transfer theories might help explain and synergize three aspects of cybersecurity education. These include teaching and training in diverse settings, assessing learning formatively & summatively, and testing & measuring achievement, proficiency, & readiness. We excluded newer sociocultural theories and their implications for inclusion as we explore those theories elsewhere. We first summarized the history of cybersecurity education and proficiency standards considering transfer theories. We then explored each theory and reviewed the most relevant cybersecurity education …


It Deployment And Integration – An Assessment Of Enabling And Inhibiting Factors, Lesley Matshwane, Carl Marnewick Feb 2024

It Deployment And Integration – An Assessment Of Enabling And Inhibiting Factors, Lesley Matshwane, Carl Marnewick

The African Journal of Information Systems

Although delivery of services in South Africa is the responsibility of all spheres of government, the provision of basic services lies at the doorstep of local municipalities. Local municipalities have, for many reasons, frequently been unable to live up to this mandate despite the fact that some of the challenges that they face can be addressed by using IT. This paper assesses factors enabling and inhibiting the efficient deployment and integration of IT in local municipalities. The technological, organizational and environmental (TOE) framework was deployed to assess the factors. A multiple case study in which semi-structured interviews were conducted produced …


University Of Johannesburg Institutional Repository Cybersecurity Output: 2015-2021 Interdisciplinary Study, Mancha J. Sekgololo Feb 2024

University Of Johannesburg Institutional Repository Cybersecurity Output: 2015-2021 Interdisciplinary Study, Mancha J. Sekgololo

Journal of Cybersecurity Education, Research and Practice

This study examines cybersecurity awareness in universities by analyzing related research output across different disciplines at the University of Johannesburg. The diffusion of innovation theory is used in this study as a theoretical framework to explain how cybersecurity awareness diffuses across disciplines. The University of Johannesburg Institutional Repository database was the data source for this study. Variations in cybersecurity keyword searches and topic modeling techniques were used to identify the frequency and distribution of research output across different disciplines. The study reveals that cybersecurity awareness has diffused across various disciplines, including non-computer science disciplines such as business, accounting, and social …


Improving Belonging And Connectedness In The Cybersecurity Workforce: From College To The Profession, Mary Beth Klinger Feb 2024

Improving Belonging And Connectedness In The Cybersecurity Workforce: From College To The Profession, Mary Beth Klinger

Journal of Cybersecurity Education, Research and Practice

This article explores the results of a project aimed at supporting community college students in their academic pursuit of an Associate of Applied Science (AAS) degree in Cybersecurity through mentorship, collaboration, skill preparation, and other activities and touch points to increase students’ sense of belonging and connectedness in the cybersecurity profession. The goal of the project was focused on developing diverse, educated, and skilled cybersecurity personnel for employment within local industry and government to help curtail the current regional cybersecurity workforce gap that is emblematic of the lack of qualified cybersecurity personnel that presently exists nationwide. Emphasis throughout the project …


Blockchain Applications In Higher Education Based On The Nist Cybersecurity Framework, Brady Lund Ph.D. Feb 2024

Blockchain Applications In Higher Education Based On The Nist Cybersecurity Framework, Brady Lund Ph.D.

Journal of Cybersecurity Education, Research and Practice

This paper investigates the integration of blockchain technology into core systems within institutions of higher education, utilizing the National Institute of Standards and Technology’s (NIST) Cybersecurity Framework as a guiding framework. It supplies definitions of key terminology including blockchain, consensus mechanisms, decentralized identity, and smart contracts, and examines the application of secure blockchain across various educational functions such as enrollment management, degree auditing, and award processing. Each facet of the NIST Framework is utilized to explore the integration of blockchain technology and address persistent security concerns. The paper contributes to the literature by defining blockchain technology applications and opportunities within …


Board Of Directors Role In Data Privacy Governance: Making The Transition From Compliance Driven To Good Business Stewardship, David Warner, Lisa Mckee Feb 2024

Board Of Directors Role In Data Privacy Governance: Making The Transition From Compliance Driven To Good Business Stewardship, David Warner, Lisa Mckee

Journal of Cybersecurity Education, Research and Practice

Data collection, use, leveraging, and sharing as a business practice and advantage has proliferated over the past decade. Along with this proliferation of data collection is the increase in regulatory activity which continues to morph exponentially around the globe. Adding to this complexity are the increasing business disruptions, productivity and revenue losses, settlements, fines, and penalties which can amount to over $15 million, with many penalties now being ascribed to the organization’s leadership, to include the Board of Directors (BoD), the CEO and members of the senior leadership team (SLT). Thus, boards of directors can no longer ignore and in …