Operational Research In The Era Of Digital Transformation And Business Analytics
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Operational Research In The Era Of Digital Transformation And Business Analytics
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Author : Nikolaos F. Matsatsinis
language : en
Publisher: Springer Nature
Release Date : 2023-04-04
Operational Research In The Era Of Digital Transformation And Business Analytics written by Nikolaos F. Matsatsinis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-04 with Business & Economics categories.
This proceedings volume presents new methods and applications in Operational Research and Management Science with a special focus on Business Analytics. Featuring selected contributions from the XIV Balkan Conference on Operational Research held in Thessaloniki, Greece in 2020 (BALCOR 2020), it addresses applications and methodological tools or techniques in various areas of Operational Research, such as agent-based modelling, big data and business analytics, data envelopment analysis, data mining, decision support systems, fuzzy systems, game theory, heuristics, metaheuristics and nature inspired optimization algorithms, linear and nonlinear programming, machine learning, multiple criteria decision analysis, network design and optimization, queuing theory, simulation and statistics.
Environmentally Responsible Supply Chains In An Era Of Digital Transformation
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Author : Pietro Evangelista
language : en
Publisher: Edward Elgar Publishing
Release Date : 2024-05-02
Environmentally Responsible Supply Chains In An Era Of Digital Transformation written by Pietro Evangelista and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-02 with Business & Economics categories.
Currently, available technologies can help make a supply chain resilient in volatile times whilst also keeping it responsible. Environmentally Responsible Supply Chains in an Era of Digital Transformation focuses on the linkages between digital technologies and environmental sustainability research and outlines synergies for more resilient, efficient and transparent supply chain management practices.
Business Analytics And Decision Making In Practice
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Author : Ali Emrouznejad
language : en
Publisher: Springer Nature
Release Date : 2024-08-27
Business Analytics And Decision Making In Practice written by Ali Emrouznejad and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-27 with Business & Economics categories.
This book presents selected proceedings of the International Conference on Business Analytics in Practice (ICBAP2024), which was held on January 8–11, 2024, at the University of Sharjah, UAE. The book presents advanced modeling and examples to explore the practical applications of business analytics across various industries and domains. In addition, it dives deep into the world of data-driven decision-making, showcasing real-world case studies and best practices to illustrate how organizations can harness the power of analytics to optimize their decision-making processes. From descriptive analytics to predictive modeling and prescriptive analytics, readers will gain valuable insights into the different techniques and methodologies employed in business analytics.
Business Transformations In The Era Of Digitalization
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Author : Mezghani, Karim
language : en
Publisher: IGI Global
Release Date : 2019-01-22
Business Transformations In The Era Of Digitalization written by Mezghani, Karim and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-22 with Business & Economics categories.
In order to establish and maintain a successful company in the digital age, managers are digitally transforming their organizations to include such tools as disruptive technologies and digital data to improve performance and efficiencies. As these companies continue to adopt digital technologies to improve their businesses and create new revenues and value-producing opportunities, they must also be aware of the challenges digitalization can present. Business Transformations in the Era of Digitalization is a collection of innovative research on the latest trends, business opportunities, and challenges in the digitalization of businesses. Highlighting a range of topics including business-IT alignment, cloud computing, Internet of Things (IoT), business sustainability, small and medium-sized enterprises, and digital entrepreneurship, this book is ideally designed for managers, professionals, consultants, entrepreneurs, and researchers.
Managing The Digital Transformation
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Author : Maciel M. Queiroz
language : en
Publisher: CRC Press
Release Date : 2022-10-12
Managing The Digital Transformation written by Maciel M. Queiroz and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-12 with Business & Economics categories.
This book provides the key technologies involved in an organization’s digital transformation. It offers a deep understanding of the key technologies (Blockchain, AI, Big Data, IoT, etc.) involved and details the impact, the decision-making process, and the interplay between technologies, business models, and operations. Managing the Digital Transformation: Aligning Technologies, Business Models, and Operations provides frameworks and models to support digital transformation projects. The book presents the importance of digital transformation as a resilience approach to the operations processes and business models. It covers the essential elements integrating the technology, the organizations, the operations, and supply chain management used to move toward digital transformation. Concepts and mini-case studies are included to provide a deeper understanding of digital transformation projects with a holistic view. The book also examines the role that digital transformation plays with consideration of inter-organizational and intra-organizational capabilities, along with the role of digital culture, the worker’s skills, business models, reconfiguration, as well as an operations optimization angle. Practitioners, consultants, governments, managers, scholars, and anyone interested in digital transformation will find the contents of this book very useful.
02 Days National Conference On Sustainable Economy Through Green Finance Ncsetgf 2025
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Author : Dr. Jyoti Ainapur
language : en
Publisher: OrangeBooks Publication
Release Date : 2025-07-19
02 Days National Conference On Sustainable Economy Through Green Finance Ncsetgf 2025 written by Dr. Jyoti Ainapur and has been published by OrangeBooks Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-19 with Business & Economics categories.
National Conference on Sustainable Economy Through Green Finance (NCSETGF-2025) is a comprehensive compilation of research articles exploring green finance applications across finance, human resources, marketing, and business analytics. This scholarly publication features diverse research contributions from various authors, presenting innovative approaches to sustainable economic practices. The book serves as a valuable resource for academicians, researchers, and industry professionals, students seeking insights into environmentally responsible financial mechanisms. The collection offers practical frameworks and theoretical perspectives on implementing green finance solutions, contributing significantly to the advancement of sustainable business practices and economic development.
Current Issues On Digital Transformation Corporate Entrepreneurship And Coopetition
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Author : Anna Ujwary-Gil
language : en
Publisher: Cognitione' Foundation for the Dissemination of Knowledge and Science
Release Date : 2024-01-01
Current Issues On Digital Transformation Corporate Entrepreneurship And Coopetition written by Anna Ujwary-Gil and has been published by Cognitione' Foundation for the Dissemination of Knowledge and Science this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-01 with Business & Economics categories.
An integrated PLS-SEM model on the interplay of antecedents and moderators driving corporate entrepreneurship activity in South Africa PURPOSE: Corporate entrepreneurship (CE) is a multi-faceted phenomenon, and although there is extant research on CE, there are knowledge gaps that warrant a deeper understanding. Indeed, focusing solely on independent variables overlooks the extent to which CE activities are mutually and reciprocally supportive. We align our article with research calls for theory building, which provides a novel understanding of the dynamic complexity of the CE process. METHODOLOGY: In this regard, we formulate and empirically evaluate an integrated CE model that reflects the integrative complexity of the antecedents driving CEA. The study context is the South African banking sector, where primary data (n = 312) is obtained via a structured survey. Four meta-hypotheses and several sub-hypotheses, reflecting the organizational, individual, and environmental level antecedents, are tested using partial least squares structural equation modeling (PLS-SEM). FINDINGS: The main study finding validates that corporate strategy is the bedrock of CEA. The results also reveal that entrepreneurial strategy, entrepreneurial structure, transformational leadership, organizational resources, and an entrepreneurial mindset are significant predictors of CEA. IMPLICATIONS: Practical implications highlight that it is important for managers to consider the configuration of the predictors within the CE model, which function as pathways to entrepreneurial corporate strategy. ORIGINALITY AND VALUE: Our study makes a unique contribution by developing and testing an integrated and comprehensive model reflecting the dynamic complexity of the antecedents driving CEA. It is anticipated that the results will allow researchers to compare and examine comparable antecedents to CEA and their applicability in global country contexts. Keywords: corporate entrepreneurship, antecedents, entrepreneurial strategy, organizational resources, transformational leadership, entrepreneurial mindset, partial least squares structural equation modelling, PLS-SEM, South Africa. Pushing coopetition research further: Understanding, relevance, and operationalization of the attributes of coopetition strategies and coopetitive relationships PURPOSE: Although coopetition was defined three decades ago and is intensively investigated, its theoretical and research cognition remains far from thoroughly understood. The lack of conceptual consistency prevents researchers from conducting comparable research, leading to more generalizable results, and thus from building coherent knowledge. This study addresses the above shortcoming by the development of operationalizations of two types of attributes assigned to coopetition: strategic attributes characterizing coopetition strategies and relational attributes characterizing coopetitive relationships. METHODOLOGY: In our study, we adopted a two-step research process consisting of qualitative verification of a list of 8 coopetition attributes (2 strategic and 6 relational) identified in prior literature as relevant for coopetition success and the development of integrative conceptualization and measurement approaches for them. The verification was conducted through focus group interviews with scholars experienced in coopetition research and senior managers from firms adopting coopetition strategies. The measurement approaches for the positively verified attributes were developed through the integration of (1) approaches used so far in coopetition literature, (2) approaches used to date in the literature on the features of inter-organizational relationships, and (3) approaches that emerged during the focus group interviews. FINDINGS: This study shows two strategic (i.e., dynamics and paradoxicality) and six relational (i.e., asymmetry, complexity, intensity, mutual dependence, strength, and tensions) coopetition attributes as heterogeneously relevant for coopetition success and offers multi-item operationalizations for them derived from a combination of prior literature and qualitative research. IMPLICATIONS: Our paper shows strategic and relational attributes of coopetition as theoretically and practically relevant for coopetition success. ORIGINALITY AND VALUE: As a contribution, this study offers scientifically grounded operationalizations of eight attributive success factors of coopetition. The developed measurement proposals can find valuable applications in two ways. First, coopetition researchers can use them in their studies, and a consistent measurement approach will allow for the comparison of research results, bringing us closer to drawing more general conclusions. Second, coopetition practitioners can use these proposals when managing coopetition, for instance, to evaluate, monitor, and intentionally shape them to make coopetition (more) successful. Keywords: coopetition, focus group interviews, operationalization, measurement scale, coopetitive relationships, coopetition strategies Guiding incumbent companies in navigating digital transformations: A qualitative study on structural ambidexterity and strategic leadership PURPOSE: Despite digital transformation being a focus topic for incumbent companies, organizational structures are a significant barrier to their success. Referring to the positive correlation between ambidexterity and digital innovation, our research provides guidance on structural ambidexterity for incumbent companies. Previous research has barely differentiated between exploration and exploitation in digital transformation. In the present paper, we fill part of this research gap by focusing on structural ambidexterity in digital transformations and providing guidance on how incumbent companies can overcome organizational challenges. METHODOLOGY: Our research is based on an explorative research design with 33 semi-structured interviews that allow in-depth information. The interview partners were selected using purposive sampling and represented different industry and hierarchy levels. All of them have been in a position related to digital transformation in an incumbent company for the last two years. We ensure scholarly rigor using thematic analysis to analyze our data. FINDINGS: Our decision tree guides separation or integration based on the closeness of digital activities to the core business and the association of the activities to exploration or exploitation. Additionally, we recommend considering the digital maturity grade in the decision-making. Developing a cross-functional digital transformation strategy and pursuing a balanced portfolio fosters ambidexterity in digital transformation. Clear responsibilities, collaborative decision-making, candidate selection, and collaboration with IT are essential leadership activities. IMPLICATIONS for theory and practice: Our research expands the existing research on digital transformations of incumbent companies. We specifically contribute to the limited details on how to separate digital activities considering an exploration/exploitation perspective. Our study guides practitioners to address one of their major challenges in digital transformations with the help of our decision tree. ORIGINALITY AND VALUE: Based on the positive correlation between ambidexterity and digital innovation, our study contributes to the existing research by providing in-depth knowledge of structural ambidexterity in digital transformations. This detailed information is essential to provide knowledge on enabling the positive correlation between ambidexterity and innovation in the context of structural ambidexterity. Keywords: digital transformation, digitalization, organizational structures, structural ambidexterity, temporal ambidexterity, incumbent companies, guidelines Leveraging green innovation from big data analytics: Examining the role of resource orchestration and green dynamic capabilities PURPOSE: The notion of big data analytics (BDA) has received increased attention from both researchers and managers. Keeping in view the significance of BDA, the current research aims to examine the role of BDA capability to leverage firm green innovation (GI). Drawing from the dynamic capability view, current study suggests that BDA capability prompts green dynamic capabilities (DCs), enabling organizations to attain GI successfully. Particularly, present study proposes that BDA analytics prompt GI directly as well as through green DCs. Moreover, this study also draws from complementarity perspective and proposes that resource orchestration capability (ROC) is likely to enhance the effectiveness of green DCs in eliciting GI. Thus, the objectives of the current study are threefold; first, it aims to unveil the role of BDA capability in prompting GI; second, it examines the mediating role of green DCs for the relationship between BDA capability and GI; and third, this research examines the moderating effect of ROC to examine if it strengthens the effects of green DCs. METHODOLOGY: This study involves testing hypotheses using primary data collected by using the method of survey questionnaire. The data were collected from 291 Pakistani organizations. Pakistan is an emerging economy where businesses are responsible for substantial amounts of carbon di-oxide and greenhouse gasses (GHG) emissions. Therefore, Pakistani organizations serve as a suitable context for the study. The respondent organizations were from both the manufacturing and service sectors. PLS-SEM was employed as an analytical approach for testing the hypotheses. Construct validity and reliability were confirmed prior to hypotheses testing. FINDINGS: Results demonstrate that BDA capability positively affects GI (β=0.33, p<0.01), indicating that organizations with strong BDA capabilities involve in GI activities. Likewise, results indicate a positive relationship between BDA capability and green DCs (β=0.35, p<0.01) and between green DCs and GI (β=0.50, p<0.01). Results also indicate that green DCs play a mediating role between BDA capability and firm GI (β=0.18, p<0.01). This indicates that BDA capability is an imperative capability of organization that promotes green DCs and fosters GI. Finally, findings indicate that ROC strengthens the effectiveness of green DCs in prompting GI (β=0.14, p<0.01). IMPLICATIONS: Findings imply that organizations that prioritizing green innovations (GI) should invest more in developing BDA capabilities. These actions may involve acquiring and analyzing large volumes of data associated with sustainability, which can provide insights and support decision-making processes. By leveraging BDA capability, managers can uncover insights and patterns that can help them make informed decisions, recognize areas for improvement, and devise innovative solutions to align organizational strategic objectives with sustainability goals. ORIGINALITY AND VALUE: This study contributes to the literature by offering an integrated framework based on BDA and DCs to seek solutions to economic concerns while ensuring the sustainability value of the business activities. The findings also imply that businesses should focus on developing ROC, and integrating them with green DCs to further enhance GI initiatives. Keywords: big data analytics capability, green innovation, green dynamic capabilities, resource orchestration, PLS-SEM Defining analytical skills for human resources analytics: A call for standardization PURPOSE: Human resources (HR) analytics systems, powered by big data, AI algorithms, and information technology, are increasingly adopted by organizations to enhance HR’s impact on business performance. However, despite the widespread acknowledgment of the importance of “analytical skills” among HR practitioners in successfully implementing HR analytics systems, the specific nature of these skills remains unclear. This paper aims to address this ambiguity by firstly clarifying the concept of “analytical skills,” secondly identifying skill gaps that may hinder the effective utilization of computer-assisted analytics among HR practitioners, and thirdly advocating for standardization in the understanding of “analytical skills” within the business context, particularly within HR. METHODOLOGY: We examine business “analytical skills” through the theoretical framework of the knowledge, skills, and abilities (KSA) included in the Occupational Information Network (O*NET) content model. Using data from the O*NET database, occupations were classified into Human Resource Management (HRM) and Analytical occupations. Then, we identified the top highly required KSAs in analytical occupations and compared their levels with those of HRM occupations to pinpoint potential gaps hindering the effective utilization of HR analytics. FINDINGS: Using the O*NET database, which describes work and worker characteristics, we establish the highly required analytical KSAs in the business analytics context that might be labeled “analytical skills”. Then, the gap analyses reveal that important analytical KSAs, such as knowledge of sales and marketing, skills in operations analysis, and abilities in mathematical and inductive reasoning, are not expected from HR occupations, creating serious barriers to HR analytics development. In general, we have found that while HR practitioners possess some of the necessary analytical KSAs, they often lack in areas such as mathematics, computers, and complex problem-solving. IMPLICATIONS: Our findings underscore the need for standardization in HR analytics definitions, advocating for the adoption of the O*NET content model as a universal framework for understanding HR analytical knowledge, skills, and abilities (KSAs). By identifying critical analytical KSAs, our research can assist HR departments in improving training, recruitment, and development processes to better integrate HR analytics. Furthermore, we identify significant gaps in analytical skills among HR practitioners, offering potential solutions to bridge these gaps. From a theoretical perspective, our precise definition of HR “analytical skills” in terms of analytic KSAs can enhance research on the effects of HR analytics on organizational performance. This refined understanding can lead to more nuanced and impactful studies, providing deeper insights into how HR analytics contributes to achieving strategic business goals. ORIGINALITY AND VALUE: Our research offers three original insights. First, we establish a standard for HR analyst skills based on the O*NET content model, providing a clear framework for the essential knowledge, skills, and abilities required in HR analytics. Second, we identify significant analytical gaps among HR professionals, highlighting areas that need development and attention. Third, we recognize the necessity for closer cooperation between HR and professional analysts, emphasizing that such collaboration is crucial for maximizing the benefits of computer-assisted HR analytics. These insights ensure that HR analytics can move beyond being a management fad and have a real, lasting impact on business outcomes. Keywords: analytical skills, human resources analytics, HR analytics, knowledge, skills, abilities, HRM, analysts, O*NET, big data, AI, standardization Digital servitization and leadership: A holistic view on required leadership traits and skills PURPOSE: Digitalization and servitization are two major developments significantly disrupting companies’ competitive landscape. The research area that combines both aspects, digital servitization, poses substantial opportunities and challenges for companies to navigate. It requires guidance from leadership to succeed and innovate, but current scientific research lacks a holistic view on leadership for digital servitization so far. METHODOLOGY: We conducted 30 semi-structured interviews with leaders active in digital servitization initiatives, holding positions ranging from first-level managers to vice presidents and executives. Eighteen have more than ten years of leadership experience. Through inductive coding, we derived 43 codes within a qualitative analysis. We applied thematic analysis to structure our findings, resulting in a thematic map of leadership skills for digital servitization based on the research participants’ insights. FINDINGS: Our findings present a holistic view of leadership skills for digital servitization. Leaders need to consider the perspectives of strategic business and people leadership. Digital servitization requires leaders to engage in a wide range of activities. From a strategic business leadership perspective, this ranges from evolving goal setting, a comprehensive business understanding, the ability to find the right team composition, and understanding customer and market needs. The people leadership perspective requires leaders to create and communicate a vision for digital servitization and manage change and employees’ fears while enabling and empowering employees. Furthermore, we identified that digital servitization requires a balanced level of cognitive, interpersonal, business, and strategic leadership requirements. IMPLICATIONS: We contribute to scientific research by providing a comprehensive definition of digital servitization and summarizing existing research focusing on leadership aspects of digital servitization. Our findings offer actionable insights for practitioners by approaching with a holistic view on digital servitization and considering strategic business and people leadership aspects. Applying our outlined themes will support leaders in improving the conditions and possibilities to successfully trigger and implement digital servitization activities within their companies. ORIGINALITY AND VALUE: Our research combines isolated leadership aspects for digital servitization and underlines the complexity of digital servitization, emphasizing the need for a holistic view. Outlining the element of balancing business and people skills provides novel insights on advancing digital servitization into the research domain, which is dominated by technical-oriented research. Keywords: digital servitization, leadership, servitization, digitalization, change management, innovation, digital transformation, business, strategy
Recent Advancements In Computational Finance And Business Analytics
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Author : Rangan Gupta
language : en
Publisher: Springer Nature
Release Date : 2024-09-03
Recent Advancements In Computational Finance And Business Analytics written by Rangan Gupta and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-03 with Computers categories.
This book presents the latest breakthroughs and cutting-edge advancements within this rapidly evolving field. By providing computational finance and business analytics, organizations can secure a competitive advantage in today’s data-driven and cutting-edge business landscape. This book explores the most recent innovations and significant developments in both the domains of computational finance and business analytics, offering a thorough overview of the current landscape. It encompasses various dimensions including: Business Analytics Financial Analytics HR & Marketing Analytics By integrating the latest theoretical insights with practical applications, this book equips researchers, practitioners, and students with the knowledge and tools necessary to explore and progress in the ever-changing realm of computational finance and business analytics. As the present organizations confront the challenges and adapt the opportunities presented by the data revolution, this book serves as an essential guide, illuminating the transformative frontiers where computational finance and business analytics are redefining the realm of possibilities.
University Auditing In The Digital Era
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Author : Sezer Bozkus Kahyaoglu
language : en
Publisher: CRC Press
Release Date : 2022-04-05
University Auditing In The Digital Era written by Sezer Bozkus Kahyaoglu and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-05 with Business & Economics categories.
This book explores how digital transformation is reshaping the manner in which higher education sectors emerge, work, and evolve and how auditors should respond to this challenging and risky digital audit universe in transforming the higher education system. It serves to help professionals to understand the reality of performing the Chief Audit Executive (CAE) role in today’s evolving business economy, specifically in the higher education sector. It compares and contrasts the stated IIA standards with the challenges and realities auditors may face and provides alternative scenarios to gaining a "seat at the table." This book also provides insight into critical lessons learned when executing the CAE role relevant for digitally transforming universities. The main purpose of this study is to rethink the audit culture in the digital era and reveal the key characteristics that are open for improvement so that digitally transforming universities can be audited according to the higher education standards with a digitally supported value-added audit approach. Based on this approach, the audit culture is reassessed considering the digital university conceptual framework and business model. There are two main points to consider for the digital university work environment: traceability and auditability. In this respect, policy recommendations are made for best practices to achieve value-added digital audits in transforming universities. The book has been written from both the reality and academic perspectives of two experienced authors. Sezer is a past CAE, CEO, and long-term senior internal auditor who has worked in the internal audit role for various listed companies, financial institutions, and government entities. Erman has extensive information technology and university accreditation knowledge in the global higher education sector. This brings a blend of value-added approaches to the readers and speaks to issues about understanding and dealing with audit culture and business evolution in digitally transforming organizations along with the requirements for upholding IIA standards. Geared toward the experienced or new CAE, University Auditing in the Digital Era: Challenges and Lessons for Higher Education Professionals and CAEs can be a tool for all auditors to understand some of the challenges, issues, and potential alternative solutions when executing the role of university auditing. In addition, it can be a valuable reference for university administrators and CIOs, as well as academics and all stakeholders related to the higher education sector.
Handbook Of Research On Digital Transformation Management And Tools
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Author : Pettinger, Richard
language : en
Publisher: IGI Global
Release Date : 2022-06-30
Handbook Of Research On Digital Transformation Management And Tools written by Pettinger, Richard and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-30 with Business & Economics categories.
Advances in digital technologies continue to impact all areas of life, including the business sector. Digital transformation is ascertained to usher in the digitalized economy and involves new concepts and management tools that must be considered in the context of management science and practice. For business leaders to ensure their companies remain competitive and relevant, it is essential for them to utilize these innovative technologies and strategies. The Handbook of Research on Digital Transformation Management and Tools highlights new digital concepts within management, such as digitalization and digital disruption, and addresses the paradigm shift in management science incurred by the digital transformation towards the digitalized economy. Covering a range of important topics such as cultural economy, online consumer behavior, sustainability, and social media, this major reference work is crucial for managers, business owners, researchers, scholars, academicians, practitioners, instructors, and students.