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Big Data for Twenty-First-Century Economic Statistics
Introduction.Big data for twenty-first-century economic statistics: the future is now /Katharine G. Abraham, Ron S. Jarmin, Brian C. Moyer, and Matthew D. Shapiro --Toward comprehensive use of big data in economic statistics.Reengineering key national economic indicators /Gabriel Ehrlich, John Haltiwanger, Ron S. Jarmin, David Johnson, and Matthew D. Shapiro ;Big data in the US consumer price index: experiences and plans /Crystal G. Konny, Brendan K. Williams, and David M. Friedman ;Improving retail trade data products using alternative data sources /Rebecca J. Hutchinson ;From transaction data to economic statistics: constructing real-time, high-frequency, geographic measures of consumer sp...
Measuring Entrepreneurial Businesses
Measuring Entrepreneurial Businesses: Current Knowledge and Challenges brings together and unprecedented group of economists, data providers, and data analysts to discuss research on the state of entrepreneurship and to address the challenges in understanding this dynamic part of the economy. Each chapter addresses the challenges of measuring entrepreneurship and how entrepreneurial firms contribute to economies and standards of living. The book also investigates heterogeneity in entrepreneurs, challenges experienced by entrepreneurs over time, and how much less we know than we think about entrepreneurship given data limitations. This volume will be a groundbreaking first serious look into entrepreneurship in the NBER's Income and Wealth series.
Big Data and Social Science
Big Data and Social Science: Data Science Methods and Tools for Research and Practice, Second Edition shows how to apply data science to real-world problems, covering all stages of a data-intensive social science or policy project. Prominent leaders in the social sciences, statistics, and computer science as well as the field of data science provide a unique perspective on how to apply modern social science research principles and current analytical and computational tools. The text teaches you how to identify and collect appropriate data, apply data science methods and tools to the data, and recognize and respond to data errors, biases, and limitations. Features: Takes an accessible, hands-...
Big Data and Social Science
Both Traditional Students and Working Professionals Acquire the Skills to Analyze Social Problems. Big Data and Social Science: A Practical Guide to Methods and Tools shows how to apply data science to real-world problems in both research and the practice. The book provides practical guidance on combining methods and tools from computer science, statistics, and social science. This concrete approach is illustrated throughout using an important national problem, the quantitative study of innovation. The text draws on the expertise of prominent leaders in statistics, the social sciences, data science, and computer science to teach students how to use modern social science research principles as well as the best analytical and computational tools. It uses a real-world challenge to introduce how these tools are used to identify and capture appropriate data, apply data science models and tools to that data, and recognize and respond to data errors and limitations. For more information, including sample chapters and news, please visit the author's website.
Understanding the Digital Economy
The rapid growth of electronic commerce, along with changes in information, computing, and communications, is having a profound effect on the United States economy. President Clinton recently directed the National Economic Council, in consultation with executive branch agencies, to analyze the economic implications of the Internet and electronic commerce domestically and internationally, and to consider new types of data collection and research that could be undertaken by public and private organizations. This book contains work presented at a conference held by executive branch agencies in May 1999 at the Department of Commerce. The goals of the conference were to assess current research on the digital economy, to engage the private sector in developing the research that informs investment and policy decisions, and to promote better understanding of the growth and socioeconomic implications of information technology and electronic commerce. Aspects of the digital economy addressed include macroeconomic assessment, organizational change, small business, access, market structure and competition, and employment and the workforce.
The Productivity Puzzle: Restoring Economic Dynamism
This monograph is a collection of articles on productivity and related topics submitted by speakers at an interdisciplinary November 2017 conference sponsored by, among others, the CFA Institute Research Foundation, with additional articles solicited by the editors from noted experts on the field.
Measuring and Accounting for Innovation in the Twenty-First Century
Measuring innovation is a challenging task, both for researchers and for national statisticians, and it is increasingly important in light of the ongoing digital revolution. National accounts and many other economic statistics were designed before the emergence of the digital economy and the growth in importance of intangible capital. They do not yet fully capture the wide range of innovative activity that is observed in modern economies. This volume examines how to measure innovation, track its effects on economic activity and on prices, and understand how it has changed the structure of production processes, labor markets, and organizational form and operation in business. The contributors...
Hustle and Gig
Choose your hours, choose your work, be your own boss, control your own income. Welcome to the sharing economy, a nebulous collection of online platforms and apps that promise to transcend capitalism. Supporters argue that the gig economy will reverse economic inequality, enhance worker rights, and bring entrepreneurship to the masses. But does it? In Hustle and Gig, Alexandrea J. Ravenelle shares the personal stories of nearly eighty predominantly millennial workers from Airbnb, Uber, TaskRabbit, and Kitchensurfing. Their stories underline the volatility of working in the gig economy: the autonomy these young workers expected has been usurped by the need to maintain algorithm-approved accep...
Interdisciplinary Perspectives on COVID-19 and the Caribbean, Volume 2
Caribbean countries have had to navigate multiple crises, which have tested their collective resolve through time. In this regard, the region’s landscape has been shaped by an interplay of vulnerability and resilience which has brought to the fore possibilities and contradictions. It is within this context that the effects of the COVID-19 pandemic must be considered. Interdisciplinary Perspectives on COVID-19 and the Caribbean, Volume 2: Society, Education and Human Behaviour provides a comprehensive, multi- and interdisciplinary assessment of the impact of the COVID-19 pandemic, using the Caribbean as the site of enquiry. The edited collection mobilises critical perspectives brought to be...
The Divergent Dynamics of Labor Market Power in Europe
We use firm-level data from 10 European countries to establish several new stylized facts about firms’ labor market power. First, we find the pervasive presence of labor market power across countries and sectors, measured by average and median markdowns above unity. Second, focusing on the dynamics, we find that weighted average markdowns have increased 1.3 percent between 2000 and 2017. However, median and unweighted average markdowns have actually decreased over the same time period, suggesting the existence of divergent paths across the markdown distribution. Third, we show that high-markdown firms tend to have a large footprint in both their product and input (labor) markets, and are m...
