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Nowcasting And Placecasting Entrepreneurial Quality And Performance


Nowcasting And Placecasting Entrepreneurial Quality And Performance
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Nowcasting And Placecasting Entrepreneurial Quality And Performance


Nowcasting And Placecasting Entrepreneurial Quality And Performance
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Author : Jorge Arturo Guzman
language : en
Publisher:
Release Date : 2015

Nowcasting And Placecasting Entrepreneurial Quality And Performance written by Jorge Arturo Guzman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Economic development categories.


A central challenge in the measurement of entrepreneurship is accounting for the wide variation in entrepreneurial quality across firms. This paper develops a new approach for estimating entrepreneurial quality by linking the probability of a growth outcome (e.g., achieving an IPO or a significant acquisition) as a function of start-up characteristics observable at or near the time of initial business registration (e.g., the firm name or filing for a trademark/patent). Our approach allows us to characterize entrepreneurial quality at an arbitrary level of geographic granularity (placecasting) and in advance of observing the ultimate growth outcomes associated with any cohort of start-ups (nowcasting). We implement this approach in Massachusetts from 1988-2014, yielding several key findings. First, consistent with Guzman and Stern (2015), we find that a small number of observable start-up characteristics allow us to distinguish the potential for a significant growth outcome: in an out-of-sample test, more than 75% of growth outcomes occur in the top 5% of our estimated quality distribution. Second, we propose two new economic statistics for the measurement of entrepreneurship: the Entrepreneurship Quality Index (EQI) and the Regional Entrepreneurship Cohort Potential Index (RECPI). We use these indices to offer a novel characterization of changes in entrepreneurial quality across space and time. For example, we are able to document changes in entrepreneurial quality leadership between the Route 128 corridor, Cambridge and Boston, as well as more granular assessments that allow us to distinguish variation in average entrepreneurial quality down to the level of individual addresses. Third, we find a high correlation between an index that depends only on information directly observable from business registration records (and so can be calculated on a real-time basis) with an index that allows for a two-year lag that allows the estimate of entrepreneurial quality to incorporate early milestones such as patent or trademark application or being featured in local newspapers. Finally, we find that the most significant "gap" between our index and the realized growth outcomes of a given cohort seem to be closely related to investment cycles: while the most successful cohort of Massachusetts start-ups was founded in 1995, the year 2000 cohort registered the highest estimated quality.



Measuring Entrepreneurial Businesses


Measuring Entrepreneurial Businesses
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Author : John Haltiwanger
language : en
Publisher: University of Chicago Press
Release Date : 2017-09-21

Measuring Entrepreneurial Businesses written by John Haltiwanger and has been published by University of Chicago Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-21 with Business & Economics categories.


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.



Entrepreneurialism And Society


Entrepreneurialism And Society
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Author : Robert N. Eberhart
language : en
Publisher: Emerald Group Publishing
Release Date : 2022-09-22

Entrepreneurialism And Society written by Robert N. Eberhart and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-22 with Social Science categories.


Entrepreneurialism and Society invigorates academic research by developing new perspectives on how entrepreneurs and their organizations shape our social world.



Handbook Of Quantitative Research Methods In Entrepreneurship


Handbook Of Quantitative Research Methods In Entrepreneurship
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Author : George Saridakis
language : en
Publisher: Edward Elgar Publishing
Release Date : 2020-06-26

Handbook Of Quantitative Research Methods In Entrepreneurship written by George Saridakis 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 2020-06-26 with Business & Economics categories.


This Handbook will be an invaluable original reference tool for both researchers and students embarking on a new research project. It will be useful both for those who are using quantitative data for the first time and for more experienced researchers who are interested in new quantitative techniques and methods.



An Introduction To Data


An Introduction To Data
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Author : Francesco Corea
language : en
Publisher: Springer
Release Date : 2018-11-27

An Introduction To Data written by Francesco Corea and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-27 with Technology & Engineering categories.


This book reflects the author’s years of hands-on experience as an academic and practitioner. It is primarily intended for executives, managers and practitioners who want to redefine the way they think about artificial intelligence (AI) and other exponential technologies. Accordingly the book, which is structured as a collection of largely self-contained articles, includes both general strategic reflections and detailed sector-specific information. More concretely, it shares insights into what it means to work with AI and how to do it more efficiently; what it means to hire a data scientist and what new roles there are in the field; how to use AI in specific industries such as finance or insurance; how AI interacts with other technologies such as blockchain; and, in closing, a review of the use of AI in venture capital, as well as a snapshot of acceleration programs for AI companies.



Ecrm 2021 20th European Conference On Research Methods In Business And Management


Ecrm 2021 20th European Conference On Research Methods In Business And Management
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Author : Dr Manuel Au-Yong-Oliveira
language : en
Publisher: Academic Conferences International Limited
Release Date : 2021-06-07

Ecrm 2021 20th European Conference On Research Methods In Business And Management written by Dr Manuel Au-Yong-Oliveira and has been published by Academic Conferences International Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-07 with Psychology categories.


Conference Proceedings of 20th European Conference on Research Methods in Business and Management



Researching Entrepreneurship


Researching Entrepreneurship
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Author : Per Davidsson
language : en
Publisher: Springer
Release Date : 2016-03-05

Researching Entrepreneurship written by Per Davidsson and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-05 with Business & Economics categories.


In this book, one of the most highly recognized entrepreneurship scholars shares in a personal and readable way his rich experience and ideas on how entrepreneurship can be researched. Entrepreneurship is a phenomenon of tremendous societal importance. It is also an elusive phenomenon, which makes researching it fun, fascinating—and frustrating at times. In this fully updated edition, numerous real examples accompany the treatment of problems and solutions concerning design, sampling, operationalization and analysis. Researching Entrepreneurship is targeted primarily at research students and academics who are relatively new to research or to entrepreneurship research. This said, basic knowledge of research methods is assumed, and when foundational issues are discussed they are typically approach from a non-standard angle and/or with an eye to illuminate entrepreneurship-specific problems and solutions. This makes large parts of the contents potentially valuable for entrepreneurship scholars at any level of research proficiency. The book is also of interest to sophisticated, non-academic users with a professional interest in collecting and analyzing data from emerging and young ventures, and to those who make use of published entrepreneurship research. For example, analysts in marketing research or consultancy firms, business associations, statistical agencies and other government offices may find this book to be a valuable tool. Moreover, while the examples are derived from entrepreneurship research, the book provides a unique "experienced empirical researcher" (rather than "textbook method expert") treatment of issues that are of equal relevance across the social sciences. This goes for topics like the role of theory; research design; validity assessment; statistical inference, and replication. Entrepreneurship research has developed rapidly in the decade that has passed since the first edition. Therefore, all chapters have been comprehensively updated and many have been extended; sometimes to twice the original length. Two of the original chapters have been excluded to make room for entirely new chapters on “the Dependent Variable” and “The Entrepreneurship Nexus.” While retaining a unique, personal tone, the author uses examples and references that build on contributions from a large number of top entrepreneurship researchers.



Entrepreneurship In Africa


Entrepreneurship In Africa
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Author : Ven Sriram
language : en
Publisher: Routledge
Release Date : 2020-11-16

Entrepreneurship In Africa written by Ven Sriram and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-16 with Business & Economics categories.


It is now widely recognized that in regions like Africa, for economic and other reasons, the public sector has had to disengage and divest from many areas of the economy and allow private enterprise, especially scalable start-ups and new ventures, to enter and flourish if economic development and employment are to grow. There is, however, a training and education gap since entrepreneurship is rarely taught formally at African universities and, when it is, it is often approached from a Western perspective which may not be appropriate given that African environments are significantly different from most Western ones in terms of economic infrastructure and political considerations. This book allows readers to understand the African entrepreneurial context by guiding them through the principal stages in the life of a new venture, and offers approaches, both Western and indigenous, that can inform their entrepreneurial actions. It concludes by examining some specialized topics, including female, youth, and social entrepreneurship, as well as real estate and technology. Exercises throughout the book will enable readers to evaluate their motivations and preparedness for entrepreneurship and learn how to communicate a new venture’s key features to potential stakeholders. By focusing on the distinctive features of entrepreneurship in the African context, and taking a conversational tone, this is an informative and practical text that will be useful for students of Global Entrepreneurship and Business as well as actual and prospective entrepreneurs in the private, non-profit, and public sectors.



Transitions In Regional Economic Development


Transitions In Regional Economic Development
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Author : Ivan Turok
language : en
Publisher: Routledge
Release Date : 2018-10-18

Transitions In Regional Economic Development written by Ivan Turok and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-18 with Business & Economics categories.


At a time of extraordinary challenges confronting the world, this book analyses some of the profound changes occurring in the development of cities and regions. It discusses the uncertainties associated with the stalling of hyper-globalization and asks whether this creates opportunities for resurgent regional economies driven by local capabilities, resource efficiencies and domestic production. Theory and evidence on socio-economic and environmental transitions underway in many regions are brought together. Implications of the shifting balance of global power towards emerging economies in the East are explored, along with the consequences of urbanization in the global South for politics and democracy. Dilemmas surrounding migration are also discussed, including whether incomers displace local workers and depress wages, or bring benefits in the form of know-how, new technology and investment. More integrative concepts of the region and theories of regional development are analysed, recognising the role of human capital, knowledge, innovation, finance, infrastructure and institutions. This was originally published as a special issue of Regional Studies.



Financial Econometrics Bayesian Analysis Quantum Uncertainty And Related Topics


Financial Econometrics Bayesian Analysis Quantum Uncertainty And Related Topics
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Author : Nguyen Ngoc Thach
language : en
Publisher: Springer Nature
Release Date : 2022-05-28

Financial Econometrics Bayesian Analysis Quantum Uncertainty And Related Topics written by Nguyen Ngoc Thach and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-28 with Technology & Engineering categories.


This book overviews latest ideas and developments in financial econometrics, with an emphasis on how to best use prior knowledge (e.g., Bayesian way) and how to best use successful data processing techniques from other application areas (e.g., from quantum physics). The book also covers applications to economy-related phenomena ranging from traditionally analyzed phenomena such as manufacturing, food industry, and taxes, to newer-to-analyze phenomena such as cryptocurrencies, influencer marketing, COVID-19 pandemic, financial fraud detection, corruption, and shadow economy. This book will inspire practitioners to learn how to apply state-of-the-art Bayesian, quantum, and related techniques to economic and financial problems and inspire researchers to further improve the existing techniques and come up with new techniques for studying economic and financial phenomena. The book will also be of interest to students interested in latest ideas and results.