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Global Entrepreneurship Analytics: Using GEM Data (Routledge Focus on Business and Management) - Hardcover

Book 34 of 107: Routledge Focus on Business and Management

Argote Cusi, Milenka Linneth; Parra Bernal, León Darío

 
9780367321178: Global Entrepreneurship Analytics: Using GEM Data (Routledge Focus on Business and Management)
Hardcover
ISBN 10: 0367321173 ISBN 13: 9780367321178
Publisher: Routledge, 2020

Synopsis

This innovative book proposes new methodologies for the measurement of entrepreneurship by applying techniques of demography, engineering, mathematics and statistics.

Using the data from the Global Entrepreneurship Monitor (GEM), statistical demographic techniques are used for the evaluation of data quality (EDQ), and a new methodology for the estimation of Specific Entrepreneurship Rates (SER) and the Global Entrepreneurship Rate (GER) is proposed. At the same time the authors present artificial intelligence techniques such as Fuzzy Time Series (FTS) to forecast data series of the entrepreneurial population. Finally, they present a case study of the implementation of Big Data in Entrepreneurship using GEM data that shows the latest technological trends for the management of data, in support of making more accurate decisions. Being a methodological book, the techniques presented can be applied to any dataset in different areas. Readers will learn new methodologies of analysis and measurement of entrepreneurship using data from the Global Entrepreneurship Monitor. They will be able to access the experience of the authors through each of the applied cases in which the reader is taken by the hand, both through the scientific method and through the methodology of construction of more accurate metrics in entrepreneurship, with less error.

This book will be of value to students at an advanced level, academics and researchers in the fields of Entrepreneurship, Business Analytics and Research Methodology.

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About the Author

Milenka Linneth Argote Cusi is Founder of Business Intelligence and Demography SAS (www.bidem.com.co).

León Darío Parra Bernal is Assistant Professor at EAN University, Bogotá, Colombia (www.universidadean.edu.co).

.

"About this title" may belong to another edition of this title.

Publisher
Routledge
Publication date
2020
Language
English
ISBN 10 
0367321173
ISBN 13 
9780367321178
Binding
Hardcover
Edition number
1
Number of pages
90