Building a Tracker of Societal Issues and Economic Activities for European Countries Leveraging Unconventional Big Data Sources

Building a Tracker of Societal Issues and Economic Activities for European Countries Leveraging Unconventional Big Data Sources
Author:
Publisher:
Total Pages: 0
Release: 2023
Genre:
ISBN: 9789268004357

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This technical report shows our ongoing work aimed at monitoring societal issues and economic activities (e.g., industrial production, unemployment, loneliness, cultural participation) across EU member states by mining unconventional data sources to complement official statistics. While the latter are often released at a relatively low frequency (e.g., monthly, quarterly or yearly), unconventional data sources are available at very high frequencies, enabling policymakers to grasp sudden changes in the economy and society, and to timely design adaptive policy interventions with the potential of fostering economic growth and societal well-being. Considered unconventional data sources include the Global Dataset of Events, Language and Tone (GDELT), Google Search data, and Dow Jones Data, News and Analytics (DNA). We discuss the potential of these data sets, detailing the steps needed to properly handle, process, and extract useful information from each of them. We also describe the Business Intelligence (BI) dashboards produced to interact and visualize the signals drawn from the data, which have been also publically released within both the Joint Research Centre Data Catalogue and the European Data portal. Finally, we show an early experiment aiming at nowcasting unemployment in Germany, Spain, France, and Italy, demonstrating the added value of these unconventional data to proxy social and economic activities for the benefit of both scholars and policymakers.

Sharing Economy and Big Data Analytics

Sharing Economy and Big Data Analytics
Author: Soraya Sedkaoui
Publisher: John Wiley & Sons
Total Pages: 268
Release: 2020-02-05
Genre: Mathematics
ISBN: 1786305062

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The different facets of the sharing economy offer numerous opportunities for businesses ? particularly those that can be distinguished by their creative ideas and their ability to easily connect buyers and senders of goods and services via digital platforms. At the beginning of the growth of this economy, the advanced digital technologies generated billions of bytes of data that constitute what we call Big Data. This book underlines the facilitating role of Big Data analytics, explaining why and how data analysis algorithms can be integrated operationally, in order to extract value and to improve the practices of the sharing economy. It examines the reasons why these new techniques are necessary for businesses of this economy and proposes a series of useful applications that illustrate the use of data in the sharing ecosystem.

Open Data in Developing Economies

Open Data in Developing Economies
Author: Verhulst, Stefaan G.
Publisher: African Minds
Total Pages: 286
Release: 2017-11-28
Genre: Business & Economics
ISBN: 1928331599

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Recent years have witnessed considerable speculation about the potential of open data to bring about wide-scale transformation. The bulk of existing evidence about the impact of open data, however, focuses on high-income countries. Much less is known about open data’s role and value in low- and middle-income countries, and more generally about its possible contributions to economic and social development. Open Data for Developing Economies features in-depth case studies on how open data is having an impact across the developing world-from an agriculture initiative in Colombia to data-driven healthcare projects in Uganda and South Africa to crisis response in Nepal. The analysis built on these case studies aims to create actionable intelligence regarding: (a) the conditions under which open data is most (and least) effective in development, presented in the form of a Periodic Table of Open Data; (b) strategies to maximize the positive contributions of open data to development; and (c) the means for limiting open data’s harms on developing countries.

The European Union Digital Single Market

The European Union Digital Single Market
Author: Łukasz Dawid Dąbrowski
Publisher: Routledge
Total Pages: 175
Release: 2022-03-21
Genre: Business & Economics
ISBN: 1000588289

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According to the European Commission, two recent policies: the Digital Service Act and the Digital Market Act will allow for the regulation of a significant part of the EU Digital Single Market (DSM), to an extent similar to the creation of the traditional internal market in the early 1990s. The provisions are intended to improve conditions in the EU DSM to ensure that the market is as free and fair as it is safe for users of the digital economy. This interdisciplinary book analyses the impact of digital technologies on specific markets and, more broadly, the society and the economy. It identifies and assesses the different features, challenges, trends and dimensions of the EU DSM, from a legal and economic viewpoint, and also from a Polish perspective. Poland is presented as one of the EU countries participating in the creation of the EU DSM and is analysed alongside the average, as well as the best and the worst performing EU member states and compared with other non-EU members. The book addresses several broad areas in which the implications of digitalisation are particularly visible, and which are important to the average person: giant online platforms, freedom of speech, e-commerce, digital levy, energy infrastructure, and the labour market. The authors have presented opportunities and threats related to the functioning of the digital market. These opportunities and threats are typical of highly developed countries while reflecting the specific features of the EU DSM. The starting point of the considerations are the diverse experiences of the EU member states. The book adds a voice to the public debate on the role of the digital economy in the contemporary world and will be a useful guide for students and researchers in economics, law, and international relations. Chapters 1 and 2 of this book are available for free in PDF format as Open Access from the individual product page at ww.routledge.com . They have been made available under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license.

Toward a Global Approach to Data in the Digital Age

Toward a Global Approach to Data in the Digital Age
Author: Mr. Vikram Haksar
Publisher: International Monetary Fund
Total Pages: 43
Release: 2021-10-06
Genre: Business & Economics
ISBN: 1513599429

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The ongoing economic and financial digitalization is making individual data a key input and source of value for companies across sectors, from bigtechs and pharmaceuticals to manufacturers and financial services providers. Data on human behavior and choices—our “likes,” purchase patterns, locations, social activities, biometrics, and financing choices—are being generated, collected, stored, and processed at an unprecedented scale.

Making data portability more effective for the digital economy

Making data portability more effective for the digital economy
Author: Jan Krämer
Publisher: Centre on Regulation in Europe asbl (CERRE)
Total Pages: 103
Release: 2020-06-15
Genre: Political Science
ISBN:

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This study provides recommendations on how to make personal data portability more effective. This will truly empower consumers to use the services they want and share their data with whoever they wish and stimulate innovation in Europe. With the entry into force of the GDPR, European citizens gained new rights, notably with data portability. But two years later, there is still little sign of people exercising this right, and of companies offering an easy and convenient service for data portability. While the European Commission is finalising its evaluation of the GDPR and closes its consultation on the European data strategy, the authors, professors Jan Krämer, Pierre Senellart and Alexandre de Streel*, warn that the current legal framework requires clarifications to better empower European citizens in a data-driven society. In this study, they identify barriers to data portability, including the lack of possibilities to import data as well as the lack of common standards and tools to access data as easy as the click of a button. The ability to provide users with a centralised dashboard for monitoring and controlling the flow of their data is also critically missing. “Today, consumers do not widely use data portability for reasons that can and should be overcome. Making data portability more effective is better for competition, for innovation and to empower users,” stress the authors. “There should be no second-guessing on whether to make data portability more effective, the time to act is now.” The current EU framework encourages data portability, but there are legal gaps that the EU should fill. The authors insist on the need for detailed guidance on how data portability can be facilitated and on which data is subject to data portability without violating privacy rights. They advocate that data provided by users when using a service, such as search history (i.e. “observed data”) should clearly be included under the scope of data portability. The authors consider it essential that the obligation to offer standardised Application Programming Interfaces (APIs) be much more widespread to enable consumers to continuously port their data. “We believe that standardised APIs that enable continuous data portability is a prerequisite for encouraging more organisations to import personal data, and for encouraging more consumers to initiate such transfers,” explain the authors. Projects, such as the Data Transfer Project have highlighted that continuous data portability is technically feasible. The authors argue that Personal Management Information Systems (PIMSs) facilitate the complex consent management and offer users a centralised dashboard for monitoring and controlling the flow of their data will have a crucial role to play for the wider adoption of data portability. “It must be as easy as clicking a button for consumers to continuously share data they created with one provider to another provider. This may also require educating and informing users on their rights through information campaigns alongside clear policy measures,” explain the authors. Nevertheless, they stress that PIMSs are not likely to find a sustainable business model, and thus, policy makers should support the emergence of open-source projects by setting common standards for data transfers, consent management, and identity management.

Big Data

Big Data
Author: Cornelia Hammer
Publisher: International Monetary Fund
Total Pages: 41
Release: 2017-09-13
Genre: Business & Economics
ISBN: 1484318978

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Big data are part of a paradigm shift that is significantly transforming statistical agencies, processes, and data analysis. While administrative and satellite data are already well established, the statistical community is now experimenting with structured and unstructured human-sourced, process-mediated, and machine-generated big data. The proposed SDN sets out a typology of big data for statistics and highlights that opportunities to exploit big data for official statistics will vary across countries and statistical domains. To illustrate the former, examples from a diverse set of countries are presented. To provide a balanced assessment on big data, the proposed SDN also discusses the key challenges that come with proprietary data from the private sector with regard to accessibility, representativeness, and sustainability. It concludes by discussing the implications for the statistical community going forward.

Big Data Analysis on Global Community Formation and Isolation

Big Data Analysis on Global Community Formation and Isolation
Author: Yuichi Ikeda
Publisher: Springer
Total Pages: 511
Release: 2022-06-14
Genre: Business & Economics
ISBN: 9789811549465

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In this book, the authors analyze big data on global interdependence caused by the flows of commodities, money, and people, using a network science approach to obtain differing views of globalization and to clarify the facts on isolation of communities. Globalization reduces international economic inequality, i.e., it allows emerging countries to catch up while it increases relative poverty in some advanced countries. How should this trade-off between international and domestic inequalities be resolved? At the same time, the reduction of biocultural diversity caused by globalization needs to be avoided. What kind of change is required in local communities to conserve biocultural diversity? On the issue of commodity flow, research results of the supply-chain network, isolation in industry, and resource flows and stocks are presented in this book. For monetary flow, ownership networks, value-added networks, and profit shifting were studied; and regarding the flow of people, linkage of ethnic groups, immigrant assimilation, and refugees were examined. Based on the resulting view of globalization and isolation, the development of the isolation index using machine learning is discussed. Finally, recommendations for evidence-based policymaking in the United Nations are considered.

Global Trends 2040

Global Trends 2040
Author: National Intelligence Council
Publisher: Cosimo Reports
Total Pages: 158
Release: 2021-03
Genre:
ISBN: 9781646794973

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"The ongoing COVID-19 pandemic marks the most significant, singular global disruption since World War II, with health, economic, political, and security implications that will ripple for years to come." -Global Trends 2040 (2021) Global Trends 2040-A More Contested World (2021), released by the US National Intelligence Council, is the latest report in its series of reports starting in 1997 about megatrends and the world's future. This report, strongly influenced by the COVID-19 pandemic, paints a bleak picture of the future and describes a contested, fragmented and turbulent world. It specifically discusses the four main trends that will shape tomorrow's world: - Demographics-by 2040, 1.4 billion people will be added mostly in Africa and South Asia. - Economics-increased government debt and concentrated economic power will escalate problems for the poor and middleclass. - Climate-a hotter world will increase water, food, and health insecurity. - Technology-the emergence of new technologies could both solve and cause problems for human life. Students of trends, policymakers, entrepreneurs, academics, journalists and anyone eager for a glimpse into the next decades, will find this report, with colored graphs, essential reading.

Crystalizing the EU Digital Policy

Crystalizing the EU Digital Policy
Author: Mirela Mărcuț
Publisher: Springer
Total Pages: 225
Release: 2017-11-10
Genre: Business & Economics
ISBN: 3319692275

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This book explores the intricate connection between the Single Market, characterized by the freedom of movement of goods, services, capital and labor within and across Europe, and the Digital Single Market, the virtual space that promotes freedom of movement of information and data. Both a result and catalyst of the Single Market, the Digital Single Market has become a different space from the Single Market, as the former is based on the application of information and communication technologies (ICTs), while the latter is the result of concerted actions and concessions by Member States in the European Union. The author argues that, similar to the Single Market, the Digital Single Market is an instrument, built by the influence of the Internet, which can provide a new means of socio-economic growth and development in Europe. While sharing many similar characteristics, the Single Market and the Digital Single Market diverge in important aspects, particularly with respect to policy. The research analyzes the interaction between policy actors, their influence in the European decision-making process, and their interests in order to establish a digital policy model, in comparison with market policy. Moreover, this volume considers the implementation process and the success of such initiatives under the current policy model, and puts forward policy recommendations. Ultimately, the author considers the utility of such research on digital policy, considering the current focus on migration, vulnerabilities to internal challenges (e.g., Brexit) and security threats, maintaining that the discussion of digital policies relates to an innovative vision of the European integration process and prospects for its future.