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Using individual preferences and BWM with entropy measures to modify the Global Entrepreneurship Index
The Global Entrepreneurship and Development Institute (GEDI) annually releases the Global Entrepreneurship Index (GEI) to measure the quality and dynamics of entrepreneurship ecosystems at a national and regional level. The published Global Entrepreneurship Index takes the arithmetic mean value of t...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8956192/ https://www.ncbi.nlm.nih.gov/pubmed/35333907 http://dx.doi.org/10.1371/journal.pone.0266187 |
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author | Chen, Caixiang Zhu, An |
author_facet | Chen, Caixiang Zhu, An |
author_sort | Chen, Caixiang |
collection | PubMed |
description | The Global Entrepreneurship and Development Institute (GEDI) annually releases the Global Entrepreneurship Index (GEI) to measure the quality and dynamics of entrepreneurship ecosystems at a national and regional level. The published Global Entrepreneurship Index takes the arithmetic mean value of the individual level of entrepreneurial attitudes, abilities and aspirations. In this paper, we alternatively consider all individual preferences among these three sub-indices, the performance results of which are obtained by means of a sophisticated manner. The entropy values of these performance results are derived to reduce the information redundancy. The best-worst method (BWM) is employed to determine the common weights with respect to each individual preference. An empirical study using the data of GEI-2019 is performed to indicate the validness of our methodology. |
format | Online Article Text |
id | pubmed-8956192 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-89561922022-03-26 Using individual preferences and BWM with entropy measures to modify the Global Entrepreneurship Index Chen, Caixiang Zhu, An PLoS One Research Article The Global Entrepreneurship and Development Institute (GEDI) annually releases the Global Entrepreneurship Index (GEI) to measure the quality and dynamics of entrepreneurship ecosystems at a national and regional level. The published Global Entrepreneurship Index takes the arithmetic mean value of the individual level of entrepreneurial attitudes, abilities and aspirations. In this paper, we alternatively consider all individual preferences among these three sub-indices, the performance results of which are obtained by means of a sophisticated manner. The entropy values of these performance results are derived to reduce the information redundancy. The best-worst method (BWM) is employed to determine the common weights with respect to each individual preference. An empirical study using the data of GEI-2019 is performed to indicate the validness of our methodology. Public Library of Science 2022-03-25 /pmc/articles/PMC8956192/ /pubmed/35333907 http://dx.doi.org/10.1371/journal.pone.0266187 Text en © 2022 Chen, Zhu https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Chen, Caixiang Zhu, An Using individual preferences and BWM with entropy measures to modify the Global Entrepreneurship Index |
title | Using individual preferences and BWM with entropy measures to modify the Global Entrepreneurship Index |
title_full | Using individual preferences and BWM with entropy measures to modify the Global Entrepreneurship Index |
title_fullStr | Using individual preferences and BWM with entropy measures to modify the Global Entrepreneurship Index |
title_full_unstemmed | Using individual preferences and BWM with entropy measures to modify the Global Entrepreneurship Index |
title_short | Using individual preferences and BWM with entropy measures to modify the Global Entrepreneurship Index |
title_sort | using individual preferences and bwm with entropy measures to modify the global entrepreneurship index |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8956192/ https://www.ncbi.nlm.nih.gov/pubmed/35333907 http://dx.doi.org/10.1371/journal.pone.0266187 |
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