Author: Rehman, Awais Ur
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 346
Book Description
Financial inclusion has proven to be a looming issue challenging policymakers and scholars. Financial inclusion revolves around the fundamental notion of ensuring that individuals from all walks of life have access to affordable and effective financial products and services that cater to their unique needs. Yet, as we grapple with this issue, we find it entwined with other critical factors such as religious and cultural norms, technological advancements, and sustainability goals. The intricate web of these elements forms a complex tapestry that requires deep exploration and understanding. Financial Inclusion, Sustainability, and the Influence of Religion and Technology is a groundbreaking book which delves headfirst into the multifaceted issue of the inclusivity of financial services and the complexities of societal interplay in this matter. Targeting academic scholars as its primary audience, this book acts as a guide to solution development. It meticulously unravels the intricate connections between financial inclusion, sustainability, religion, and technology. Readers will embark on a journey that not only dissects the problem but also illuminates the path forward. From exploring the complex relationship between financial inclusion and sustainability to identifying the challenges and opportunities presented by religion and technology, this book leaves no stone unturned. It offers a comprehensive roadmap for future research and action, providing a beacon of hope for achieving a more equitable and technologically advanced future.
Financial Inclusion, Sustainability, and the Influence of Religion and Technology
Financial Inclusion, Sustainability, and the Influence of Religion and Technology
Author: Awais Ur Rehman
Publisher:
ISBN:
Category : Business & Economics
Languages : en
Pages : 0
Book Description
Financial inclusion has proven to be a looming issue challenging policymakers and scholars. Financial inclusion revolves around the fundamental notion of ensuring that individuals from all walks of life have access to affordable and effective financial products and services that cater to their unique needs. Yet, as we grapple with this issue, we find it entwined with other critical factors such as religious and cultural norms, technological advancements, and sustainability goals. The intricate web of these elements forms a complex tapestry that requires deep exploration and understanding. Financial Inclusion, Sustainability, and the Influence of Religion and Technology is a groundbreaking book which delves headfirst into the multifaceted issue of the inclusivity of financial services and the complexities of societal interplay in this matter. Targeting academic scholars as its primary audience, this book acts as a guide to solution development. It meticulously unravels the intricate connections between financial inclusion, sustainability, religion, and technology. Readers will embark on a journey that not only dissects the problem but also illuminates the path forward. From exploring the complex relationship between financial inclusion and sustainability to identifying the challenges and opportunities presented by religion and technology, this book leaves no stone unturned. It offers a comprehensive roadmap for future research and action, providing a beacon of hope for achieving a more equitable and technologically advanced future.
Publisher:
ISBN:
Category : Business & Economics
Languages : en
Pages : 0
Book Description
Financial inclusion has proven to be a looming issue challenging policymakers and scholars. Financial inclusion revolves around the fundamental notion of ensuring that individuals from all walks of life have access to affordable and effective financial products and services that cater to their unique needs. Yet, as we grapple with this issue, we find it entwined with other critical factors such as religious and cultural norms, technological advancements, and sustainability goals. The intricate web of these elements forms a complex tapestry that requires deep exploration and understanding. Financial Inclusion, Sustainability, and the Influence of Religion and Technology is a groundbreaking book which delves headfirst into the multifaceted issue of the inclusivity of financial services and the complexities of societal interplay in this matter. Targeting academic scholars as its primary audience, this book acts as a guide to solution development. It meticulously unravels the intricate connections between financial inclusion, sustainability, religion, and technology. Readers will embark on a journey that not only dissects the problem but also illuminates the path forward. From exploring the complex relationship between financial inclusion and sustainability to identifying the challenges and opportunities presented by religion and technology, this book leaves no stone unturned. It offers a comprehensive roadmap for future research and action, providing a beacon of hope for achieving a more equitable and technologically advanced future.
Artificial Intelligence Approaches to Sustainable Accounting
Author: Tavares, Maria C.
Publisher: IGI Global
ISBN:
Category : Computers
Languages : en
Pages : 328
Book Description
In an age defined by unparalleled technological advancements, globalization, and the looming specter of environmental and societal crises, the need for a holistic and sustainable approach to accounting practices has never been more pressing. Academic scholars stand witness to the challenges posed by the new era, characterized by transformative shifts across industry, education, community, and society at large. These shifts, driven by rapid advancements in Artificial Intelligence (AI), present a double-edged sword. While AI offers unprecedented opportunities for innovation, it also amplifies the urgency of addressing sustainability concerns. Today's society grapples with the immense responsibility of achieving the Sustainable Development Goals (SDGs) outlined in Agenda 2030. It is imperative to not only understand but harness the power of AI to drive sustainability, enhance the quality of life, and ensure sustainable growth on both local and global scales. Artificial Intelligence Approaches to Sustainable Accounting serves as a beacon of knowledge, providing a comprehensive exploration of the intersection between AI, accounting, and sustainability. This book represents a vital solution to the challenges faced by academic scholars and practitioners alike. Within its pages lies a transdisciplinary approach that bridges the gap between these critical fields. Discover how AI can elevate accounting to new heights, extending the spectrum of information in organizational decision-making, promoting responsible reporting practices, and bolstering sustainable practices worldwide. This book not only reviews governance and management processes but also offers practical methodologies that empower organizations to embrace sustainability wholeheartedly.
Publisher: IGI Global
ISBN:
Category : Computers
Languages : en
Pages : 328
Book Description
In an age defined by unparalleled technological advancements, globalization, and the looming specter of environmental and societal crises, the need for a holistic and sustainable approach to accounting practices has never been more pressing. Academic scholars stand witness to the challenges posed by the new era, characterized by transformative shifts across industry, education, community, and society at large. These shifts, driven by rapid advancements in Artificial Intelligence (AI), present a double-edged sword. While AI offers unprecedented opportunities for innovation, it also amplifies the urgency of addressing sustainability concerns. Today's society grapples with the immense responsibility of achieving the Sustainable Development Goals (SDGs) outlined in Agenda 2030. It is imperative to not only understand but harness the power of AI to drive sustainability, enhance the quality of life, and ensure sustainable growth on both local and global scales. Artificial Intelligence Approaches to Sustainable Accounting serves as a beacon of knowledge, providing a comprehensive exploration of the intersection between AI, accounting, and sustainability. This book represents a vital solution to the challenges faced by academic scholars and practitioners alike. Within its pages lies a transdisciplinary approach that bridges the gap between these critical fields. Discover how AI can elevate accounting to new heights, extending the spectrum of information in organizational decision-making, promoting responsible reporting practices, and bolstering sustainable practices worldwide. This book not only reviews governance and management processes but also offers practical methodologies that empower organizations to embrace sustainability wholeheartedly.
Six Sigma DMAIC and Markov Chain Monte Carlo Applications to Financial Risk Management
Author: Bubevski, Vojo
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 339
Book Description
Financial institutions face a critical challenge in managing financial risks effectively under the stringent regulatory frameworks of Basel III and Solvency II. Traditional risk management approaches often need to provide the necessary tools to control risks in a dynamic and evolving market environment. A comprehensive methodology integrating advanced risk analysis concepts and structured frameworks is essential for institutions to achieve optimal risk management outcomes, leading to increased solvency risk, capital requirements, and value at risk (VAR). Six Sigma DMAIC and Markov Chain Monte Carlo Applications to Financial Risk Management is a groundbreaking book that presents a transformative approach to financial risk management. Inspired by Peter L. Bernstein's insight on risk control, this book introduces a unique methodology that combines the DMAIC framework with advanced risk analysis concepts. Financial institutions can enhance their risk management processes by applying these tools to internal models for Solvency II and Basel III, reduce solvency risk, and improve competitiveness.
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 339
Book Description
Financial institutions face a critical challenge in managing financial risks effectively under the stringent regulatory frameworks of Basel III and Solvency II. Traditional risk management approaches often need to provide the necessary tools to control risks in a dynamic and evolving market environment. A comprehensive methodology integrating advanced risk analysis concepts and structured frameworks is essential for institutions to achieve optimal risk management outcomes, leading to increased solvency risk, capital requirements, and value at risk (VAR). Six Sigma DMAIC and Markov Chain Monte Carlo Applications to Financial Risk Management is a groundbreaking book that presents a transformative approach to financial risk management. Inspired by Peter L. Bernstein's insight on risk control, this book introduces a unique methodology that combines the DMAIC framework with advanced risk analysis concepts. Financial institutions can enhance their risk management processes by applying these tools to internal models for Solvency II and Basel III, reduce solvency risk, and improve competitiveness.
Impact of Digitalization on Reporting, Tax Avoidance, Accounting, and Green Finance
Author: Alqatan, Ahmad
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 376
Book Description
Digital era reporting undergoes a seismic shift as automation takes center stage. The transition from manual reporting to real-time automated systems enhances precision and efficiency and reduces errors, empowering decision-makers. However, this era of digital reporting brings forth a new set of challenges, from data security and privacy concerns to the imperative need for robust cybersecurity measures. Impact of Digitalization on Reporting, Tax Avoidance, Accounting, and Green Finance delves into this transformative wave, comprehensively exploring its consequences on these critical domains. The book meticulously dissects both the positive and negative repercussions, encapsulating the challenges and opportunities that arise in this era of digital metamorphosis. Navigating tax avoidance in a digitalized world unveils a complex dynamic. Digitalization, on the one hand, empowers tax authorities to access and analyze vast datasets, making it challenging for businesses to engage in tax evasion. On the other hand, sophisticated digital tools provide fertile ground for corporations to devise intricate tax avoidance schemes. Striking a balance becomes paramount, necessitating regulatory measures and international cooperation while addressing ethical dimensions in leveraging technology for tax strategies. The book offers a nuanced understanding of the intricate relationship between digitalization and these critical domains, from business professionals and financial analysts to regulatory bodies and sustainability advocates.
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 376
Book Description
Digital era reporting undergoes a seismic shift as automation takes center stage. The transition from manual reporting to real-time automated systems enhances precision and efficiency and reduces errors, empowering decision-makers. However, this era of digital reporting brings forth a new set of challenges, from data security and privacy concerns to the imperative need for robust cybersecurity measures. Impact of Digitalization on Reporting, Tax Avoidance, Accounting, and Green Finance delves into this transformative wave, comprehensively exploring its consequences on these critical domains. The book meticulously dissects both the positive and negative repercussions, encapsulating the challenges and opportunities that arise in this era of digital metamorphosis. Navigating tax avoidance in a digitalized world unveils a complex dynamic. Digitalization, on the one hand, empowers tax authorities to access and analyze vast datasets, making it challenging for businesses to engage in tax evasion. On the other hand, sophisticated digital tools provide fertile ground for corporations to devise intricate tax avoidance schemes. Striking a balance becomes paramount, necessitating regulatory measures and international cooperation while addressing ethical dimensions in leveraging technology for tax strategies. The book offers a nuanced understanding of the intricate relationship between digitalization and these critical domains, from business professionals and financial analysts to regulatory bodies and sustainability advocates.
Social and Ethical Implications of AI in Finance for Sustainability
Author: Derbali, Abdelkader Mohamed Sghaier
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 389
Book Description
The crucial challenge of integrating sustainability into business and investment decisions is compounded by the complexity of analyzing vast and intricate datasets to make informed choices. Traditional approaches often fail to provide timely and accurate insights into environmental, social, and governance (ESG) factors, hindering progress toward a greener future. Additionally, the rapid evolution of AI and machine learning in finance has left many professionals needing help to grasp their full potential in advancing sustainability goals. With a comprehensive understanding and practical guidance, organizations can stay caught up in adopting sustainable practices and leveraging AI for financial and environmental benefits. Social and Ethical Implications of AI in Finance for Sustainability offers a timely and comprehensive solution to these challenges by thoroughly examining how AI can safely enhance sustainability in finance. The book bridges the gap between theory and practice, offering practical insights and real-world applications to empower academics, practitioners, policymakers, and students. Through a series of expertly curated chapters, readers will gain a deep understanding of the role AI plays in reshaping finance for a sustainable future. The book's instructional elements, including case studies and expert analysis, provide a roadmap for incorporating AI into sustainability strategies, enabling organizations to make informed decisions and drive positive change.
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 389
Book Description
The crucial challenge of integrating sustainability into business and investment decisions is compounded by the complexity of analyzing vast and intricate datasets to make informed choices. Traditional approaches often fail to provide timely and accurate insights into environmental, social, and governance (ESG) factors, hindering progress toward a greener future. Additionally, the rapid evolution of AI and machine learning in finance has left many professionals needing help to grasp their full potential in advancing sustainability goals. With a comprehensive understanding and practical guidance, organizations can stay caught up in adopting sustainable practices and leveraging AI for financial and environmental benefits. Social and Ethical Implications of AI in Finance for Sustainability offers a timely and comprehensive solution to these challenges by thoroughly examining how AI can safely enhance sustainability in finance. The book bridges the gap between theory and practice, offering practical insights and real-world applications to empower academics, practitioners, policymakers, and students. Through a series of expertly curated chapters, readers will gain a deep understanding of the role AI plays in reshaping finance for a sustainable future. The book's instructional elements, including case studies and expert analysis, provide a roadmap for incorporating AI into sustainability strategies, enabling organizations to make informed decisions and drive positive change.
Revolutionizing the Global Stock Market: Harnessing Blockchain for Enhanced Adaptability
Author: Geada, Nuno
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 307
Book Description
In the aftermath of the profound fiscal crisis of 2008, the very foundation of the global financial system came under intense scrutiny. The ensuing crash laid bare systemic vulnerabilities and underscored the urgent need for alternative solutions capable of fostering a more transparent and resilient model. This period of economic turbulence exposed critical flaws in the existing global financial infrastructure, prompting a search for innovations that could instill accountability, security, and transparency. It is against this backdrop of financial upheaval that Revolutionizing the Global Stock Market: Harnessing Blockchain for Enhanced Adaptability explores the solutions poised to redefine the dynamics of the stock market. Revolutionizing the Global Stock Market: Harnessing Blockchain for Enhanced Adaptability strategically addresses the objectives crucial for navigating the complexities of the contemporary business landscape. The focus extends beyond survival to thriving, emphasizing the persistence of big-picture perspectives, adaptability to new productivity approaches, and the importance of clear and consistent communication. These objectives also encompass facilitating avenues for employee feedback, fostering continuous improvement, and constructing business continuity plans with inherent elasticity. By offering both a theoretical and practical foundation, the book aims to be an indispensable resource for organizations, managers, and scholars navigating the potential of blockchain technology in the context of the global stock market.
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 307
Book Description
In the aftermath of the profound fiscal crisis of 2008, the very foundation of the global financial system came under intense scrutiny. The ensuing crash laid bare systemic vulnerabilities and underscored the urgent need for alternative solutions capable of fostering a more transparent and resilient model. This period of economic turbulence exposed critical flaws in the existing global financial infrastructure, prompting a search for innovations that could instill accountability, security, and transparency. It is against this backdrop of financial upheaval that Revolutionizing the Global Stock Market: Harnessing Blockchain for Enhanced Adaptability explores the solutions poised to redefine the dynamics of the stock market. Revolutionizing the Global Stock Market: Harnessing Blockchain for Enhanced Adaptability strategically addresses the objectives crucial for navigating the complexities of the contemporary business landscape. The focus extends beyond survival to thriving, emphasizing the persistence of big-picture perspectives, adaptability to new productivity approaches, and the importance of clear and consistent communication. These objectives also encompass facilitating avenues for employee feedback, fostering continuous improvement, and constructing business continuity plans with inherent elasticity. By offering both a theoretical and practical foundation, the book aims to be an indispensable resource for organizations, managers, and scholars navigating the potential of blockchain technology in the context of the global stock market.
Artificial Intelligence-Augmented Digital Twins
Author: Abdalmuttaleb M. A. Musleh Al-Sartawi
Publisher: Springer Nature
ISBN: 3031434900
Category : Technology & Engineering
Languages : en
Pages : 673
Book Description
Presently, we stand on the threshold of a technological revolution that will drastically change the way we live, work, and communicate with each other. By the current rate, scope, and complexity, this transformation will be as fundamental for society as any other technological paradigm change from the past. The industries which are more susceptible to change are technologically oriented industries including banking, finance, accounting, and auditing. One of the technological concepts of the technological revolution is the concept of the digital twin. The application of digital twins and AI as paired with Internet of Things technologies makes it possible to solve ESG problems on a completely different level (Li, 2019) for accounting firms and financial institutions. These include recycling on demand, rational energy consumption, smart surveillance cameras for crime tracking, and smart branch parking solutions, monitoring the wear and tear and conditions of financial technology infrastructures. Moreover, numerous researchers and practitioners emphasize the significance of innovating sustainable business models and operations (Geissdoerfer et al., 2018). The digital twin will allow businesses and financial institutions to minimize costs, boost customer service, and find new ways to generate revenue. DTW is accessible now more than ever, and many reputable and innovative companies such as Tesla, Ericsson, and Siemens have adopted it with varying success. Therefore, this book examines the opportunities, challenges, and risks of artificial intelligence-augmented digital twins for financial operations, innovation, and sustainable development. It focuses on AI and digital twin technologies to furnish solutions for the current industrial revolution including the Metaverse. Henceforth, this book aims to encourage authors to submit multi-disciplinary chapters indicating the current scholarly challenges about the applications and potential of artificial intelligence and digital twins in accounting, finance, and banking.
Publisher: Springer Nature
ISBN: 3031434900
Category : Technology & Engineering
Languages : en
Pages : 673
Book Description
Presently, we stand on the threshold of a technological revolution that will drastically change the way we live, work, and communicate with each other. By the current rate, scope, and complexity, this transformation will be as fundamental for society as any other technological paradigm change from the past. The industries which are more susceptible to change are technologically oriented industries including banking, finance, accounting, and auditing. One of the technological concepts of the technological revolution is the concept of the digital twin. The application of digital twins and AI as paired with Internet of Things technologies makes it possible to solve ESG problems on a completely different level (Li, 2019) for accounting firms and financial institutions. These include recycling on demand, rational energy consumption, smart surveillance cameras for crime tracking, and smart branch parking solutions, monitoring the wear and tear and conditions of financial technology infrastructures. Moreover, numerous researchers and practitioners emphasize the significance of innovating sustainable business models and operations (Geissdoerfer et al., 2018). The digital twin will allow businesses and financial institutions to minimize costs, boost customer service, and find new ways to generate revenue. DTW is accessible now more than ever, and many reputable and innovative companies such as Tesla, Ericsson, and Siemens have adopted it with varying success. Therefore, this book examines the opportunities, challenges, and risks of artificial intelligence-augmented digital twins for financial operations, innovation, and sustainable development. It focuses on AI and digital twin technologies to furnish solutions for the current industrial revolution including the Metaverse. Henceforth, this book aims to encourage authors to submit multi-disciplinary chapters indicating the current scholarly challenges about the applications and potential of artificial intelligence and digital twins in accounting, finance, and banking.
Advanced Research in Technologies, Information, Innovation and Sustainability
Author: Teresa Guarda
Publisher: Springer Nature
ISBN: 3031489306
Category : Computers
Languages : en
Pages : 536
Book Description
The three-volume set CCIS 1935, 1936 and 1937 constitutes the refereed post-conference proceedings of the Third International Conference, ARTIIS 2023, Madrid, Spain, October 18–20, 2023, Proceedings. The 98 revised full papers presented in these proceedings were carefully reviewed and selected from 297 submissions. The papers are organized in the following topical sections: Part I: Computing Solutions, Data Intelligence Part II: Sustainability, Ethics, Security, and Privacy Part III: Applications of Computational Mathematics to Simulation and Data Analysis (ACMaSDA 2023), Challenges and the Impact of Communication and Information Technologies on Education (CICITE 2023), Workshop on Gamification Application and Technologies (GAT 2023), Bridging Knowledge in a Fragmented World (glossaLAB 2023), Intelligent Systems for Health and Medical Care (ISHMC 2023), Intelligent Systems for Health and Medical Care (ISHMC 2023), Intelligent Systems in Forensic Engineering (ISIFE 2023), International Symposium on Technological Innovations for Industry and Soci-ety (ISTIIS 2023), International Workshop on Electronic and Telecommunications (IWET 2023), Innovation in Educational Technology (JIUTE 2023), Smart Tourism and Information Systems (SMARTTIS 2023).
Publisher: Springer Nature
ISBN: 3031489306
Category : Computers
Languages : en
Pages : 536
Book Description
The three-volume set CCIS 1935, 1936 and 1937 constitutes the refereed post-conference proceedings of the Third International Conference, ARTIIS 2023, Madrid, Spain, October 18–20, 2023, Proceedings. The 98 revised full papers presented in these proceedings were carefully reviewed and selected from 297 submissions. The papers are organized in the following topical sections: Part I: Computing Solutions, Data Intelligence Part II: Sustainability, Ethics, Security, and Privacy Part III: Applications of Computational Mathematics to Simulation and Data Analysis (ACMaSDA 2023), Challenges and the Impact of Communication and Information Technologies on Education (CICITE 2023), Workshop on Gamification Application and Technologies (GAT 2023), Bridging Knowledge in a Fragmented World (glossaLAB 2023), Intelligent Systems for Health and Medical Care (ISHMC 2023), Intelligent Systems for Health and Medical Care (ISHMC 2023), Intelligent Systems in Forensic Engineering (ISIFE 2023), International Symposium on Technological Innovations for Industry and Soci-ety (ISTIIS 2023), International Workshop on Electronic and Telecommunications (IWET 2023), Innovation in Educational Technology (JIUTE 2023), Smart Tourism and Information Systems (SMARTTIS 2023).
The Global Findex Database 2017
Author: Asli Demirguc-Kunt
Publisher: World Bank Publications
ISBN: 1464812683
Category : Business & Economics
Languages : en
Pages : 228
Book Description
In 2011 the World Bank—with funding from the Bill and Melinda Gates Foundation—launched the Global Findex database, the world's most comprehensive data set on how adults save, borrow, make payments, and manage risk. Drawing on survey data collected in collaboration with Gallup, Inc., the Global Findex database covers more than 140 economies around the world. The initial survey round was followed by a second one in 2014 and by a third in 2017. Compiled using nationally representative surveys of more than 150,000 adults age 15 and above in over 140 economies, The Global Findex Database 2017: Measuring Financial Inclusion and the Fintech Revolution includes updated indicators on access to and use of formal and informal financial services. It has additional data on the use of financial technology (or fintech), including the use of mobile phones and the Internet to conduct financial transactions. The data reveal opportunities to expand access to financial services among people who do not have an account—the unbanked—as well as to promote greater use of digital financial services among those who do have an account. The Global Findex database has become a mainstay of global efforts to promote financial inclusion. In addition to being widely cited by scholars and development practitioners, Global Findex data are used to track progress toward the World Bank goal of Universal Financial Access by 2020 and the United Nations Sustainable Development Goals.The database, the full text of the report, and the underlying country-level data for all figures—along with the questionnaire, the survey methodology, and other relevant materials—are available at www.worldbank.org/globalfindex.
Publisher: World Bank Publications
ISBN: 1464812683
Category : Business & Economics
Languages : en
Pages : 228
Book Description
In 2011 the World Bank—with funding from the Bill and Melinda Gates Foundation—launched the Global Findex database, the world's most comprehensive data set on how adults save, borrow, make payments, and manage risk. Drawing on survey data collected in collaboration with Gallup, Inc., the Global Findex database covers more than 140 economies around the world. The initial survey round was followed by a second one in 2014 and by a third in 2017. Compiled using nationally representative surveys of more than 150,000 adults age 15 and above in over 140 economies, The Global Findex Database 2017: Measuring Financial Inclusion and the Fintech Revolution includes updated indicators on access to and use of formal and informal financial services. It has additional data on the use of financial technology (or fintech), including the use of mobile phones and the Internet to conduct financial transactions. The data reveal opportunities to expand access to financial services among people who do not have an account—the unbanked—as well as to promote greater use of digital financial services among those who do have an account. The Global Findex database has become a mainstay of global efforts to promote financial inclusion. In addition to being widely cited by scholars and development practitioners, Global Findex data are used to track progress toward the World Bank goal of Universal Financial Access by 2020 and the United Nations Sustainable Development Goals.The database, the full text of the report, and the underlying country-level data for all figures—along with the questionnaire, the survey methodology, and other relevant materials—are available at www.worldbank.org/globalfindex.