Productivity vs. evenness in the U.S. Financial Market: a business ecosystem perspective

Fort, Hugo

Resumen:

This paper starts by presenting an empirical finding in the U.S. stock market: Between 2001 and 2021, high productivity was achieved when the Shannon evenness—measuring the inverse of concentration—dropped. Conversely, when the Shannon evenness soared, productivity plunged. The same inverse relationship between evenness and productivity has been observed in several ecosystems. This suggests explaining this result by adopting the business ecosystem perspective, i.e., regarding the tangle of interactions between companies as an ecological network, in which companies play the role of species. A useful strategy to model such ecological communities is through ensembles of synthetic communities of pairwise interacting species, whose dynamics is described by the Lotka–Volterra generalized equations. Each community is specified by a random interaction matrix whose elements are drawn from a uniform distribution centered around 0. It is shown that the inverse relationship between productivity and evenness can be generated by varying the strength of the interaction between companies. When the strength increases, productivity increases and simultaneously the market evenness decreases. Conversely, when the strength decreases, productivity decreases and evenness increases. This strength can be interpreted as reflecting the looseness of monetary policy, thus providing a link between interest rates and market structure.


Detalles Bibliográficos
2023
Business ecosystem
Population dynamics
Shannon evenness
Co-evolution in markets
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/42277
Acceso abierto
Licencia Creative Commons Atribución (CC - By 4.0)
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author Fort, Hugo
author_facet Fort, Hugo
author_role author
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collection COLIBRI
dc.contributor.filiacion.none.fl_str_mv Fort Hugo, Universidad de la República (Uruguay). Facultad de Ciencias. Instituto de Física.
dc.creator.none.fl_str_mv Fort, Hugo
dc.date.accessioned.none.fl_str_mv 2024-01-29T20:29:16Z
dc.date.available.none.fl_str_mv 2024-01-29T20:29:16Z
dc.date.issued.none.fl_str_mv 2023
dc.description.abstract.none.fl_txt_mv This paper starts by presenting an empirical finding in the U.S. stock market: Between 2001 and 2021, high productivity was achieved when the Shannon evenness—measuring the inverse of concentration—dropped. Conversely, when the Shannon evenness soared, productivity plunged. The same inverse relationship between evenness and productivity has been observed in several ecosystems. This suggests explaining this result by adopting the business ecosystem perspective, i.e., regarding the tangle of interactions between companies as an ecological network, in which companies play the role of species. A useful strategy to model such ecological communities is through ensembles of synthetic communities of pairwise interacting species, whose dynamics is described by the Lotka–Volterra generalized equations. Each community is specified by a random interaction matrix whose elements are drawn from a uniform distribution centered around 0. It is shown that the inverse relationship between productivity and evenness can be generated by varying the strength of the interaction between companies. When the strength increases, productivity increases and simultaneously the market evenness decreases. Conversely, when the strength decreases, productivity decreases and evenness increases. This strength can be interpreted as reflecting the looseness of monetary policy, thus providing a link between interest rates and market structure.
dc.format.extent.es.fl_str_mv 21 h.
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dc.identifier.citation.es.fl_str_mv Fort, H. "Productivity vs. evenness in the U.S. Financial Market: a business ecosystem perspective". Entropy. [en línea] 2023 , 25(7): 1029. 21 h. DOI: 10.3390/e25071029
dc.identifier.doi.none.fl_str_mv 10.3390/e25071029
dc.identifier.issn.none.fl_str_mv 1099-4300
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/42277
dc.language.iso.none.fl_str_mv en
eng
dc.publisher.es.fl_str_mv MDPI
dc.relation.ispartof.es.fl_str_mv Entropy, 2023, 25(7): 1029.
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución (CC - By 4.0)
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:COLIBRI
instname:Universidad de la República
instacron:Universidad de la República
dc.subject.es.fl_str_mv Business ecosystem
Population dynamics
Shannon evenness
Co-evolution in markets
dc.title.none.fl_str_mv Productivity vs. evenness in the U.S. Financial Market: a business ecosystem perspective
dc.type.es.fl_str_mv Artículo
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
description This paper starts by presenting an empirical finding in the U.S. stock market: Between 2001 and 2021, high productivity was achieved when the Shannon evenness—measuring the inverse of concentration—dropped. Conversely, when the Shannon evenness soared, productivity plunged. The same inverse relationship between evenness and productivity has been observed in several ecosystems. This suggests explaining this result by adopting the business ecosystem perspective, i.e., regarding the tangle of interactions between companies as an ecological network, in which companies play the role of species. A useful strategy to model such ecological communities is through ensembles of synthetic communities of pairwise interacting species, whose dynamics is described by the Lotka–Volterra generalized equations. Each community is specified by a random interaction matrix whose elements are drawn from a uniform distribution centered around 0. It is shown that the inverse relationship between productivity and evenness can be generated by varying the strength of the interaction between companies. When the strength increases, productivity increases and simultaneously the market evenness decreases. Conversely, when the strength decreases, productivity decreases and evenness increases. This strength can be interpreted as reflecting the looseness of monetary policy, thus providing a link between interest rates and market structure.
eu_rights_str_mv openAccess
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identifier_str_mv Fort, H. "Productivity vs. evenness in the U.S. Financial Market: a business ecosystem perspective". Entropy. [en línea] 2023 , 25(7): 1029. 21 h. DOI: 10.3390/e25071029
1099-4300
10.3390/e25071029
instacron_str Universidad de la República
institution Universidad de la República
instname_str Universidad de la República
language eng
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publishDate 2023
reponame_str COLIBRI
repository.mail.fl_str_mv mabel.seroubian@seciu.edu.uy
repository.name.fl_str_mv COLIBRI - Universidad de la República
repository_id_str 4771
rights_invalid_str_mv Licencia Creative Commons Atribución (CC - By 4.0)
spelling Fort Hugo, Universidad de la República (Uruguay). Facultad de Ciencias. Instituto de Física.2024-01-29T20:29:16Z2024-01-29T20:29:16Z2023Fort, H. "Productivity vs. evenness in the U.S. Financial Market: a business ecosystem perspective". Entropy. [en línea] 2023 , 25(7): 1029. 21 h. DOI: 10.3390/e250710291099-4300https://hdl.handle.net/20.500.12008/4227710.3390/e25071029This paper starts by presenting an empirical finding in the U.S. stock market: Between 2001 and 2021, high productivity was achieved when the Shannon evenness—measuring the inverse of concentration—dropped. Conversely, when the Shannon evenness soared, productivity plunged. The same inverse relationship between evenness and productivity has been observed in several ecosystems. This suggests explaining this result by adopting the business ecosystem perspective, i.e., regarding the tangle of interactions between companies as an ecological network, in which companies play the role of species. A useful strategy to model such ecological communities is through ensembles of synthetic communities of pairwise interacting species, whose dynamics is described by the Lotka–Volterra generalized equations. Each community is specified by a random interaction matrix whose elements are drawn from a uniform distribution centered around 0. It is shown that the inverse relationship between productivity and evenness can be generated by varying the strength of the interaction between companies. When the strength increases, productivity increases and simultaneously the market evenness decreases. Conversely, when the strength decreases, productivity decreases and evenness increases. This strength can be interpreted as reflecting the looseness of monetary policy, thus providing a link between interest rates and market structure.Submitted by Pintos Natalia (nataliapintosmvd@gmail.com) on 2024-01-29T14:33:53Z No. of bitstreams: 2 license_rdf: 24251 bytes, checksum: 71ed42ef0a0b648670f707320be37b90 (MD5) 10.3390.e25071029.pdf: 6215790 bytes, checksum: 9585f0dd17198c702aeda87988fb142e (MD5)Approved for entry into archive by Faget Cecilia (lfaget@fcien.edu.uy) on 2024-01-29T17:31:20Z (GMT) No. of bitstreams: 2 license_rdf: 24251 bytes, checksum: 71ed42ef0a0b648670f707320be37b90 (MD5) 10.3390.e25071029.pdf: 6215790 bytes, checksum: 9585f0dd17198c702aeda87988fb142e (MD5)Made available in DSpace by Seroubian Mabel (mabel.seroubian@seciu.edu.uy) on 2024-01-29T20:29:16Z (GMT). No. of bitstreams: 2 license_rdf: 24251 bytes, checksum: 71ed42ef0a0b648670f707320be37b90 (MD5) 10.3390.e25071029.pdf: 6215790 bytes, checksum: 9585f0dd17198c702aeda87988fb142e (MD5) Previous issue date: 202321 h.application/pdfenengMDPIEntropy, 2023, 25(7): 1029.Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. 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- Universidad de la Repúblicafalse
spellingShingle Productivity vs. evenness in the U.S. Financial Market: a business ecosystem perspective
Fort, Hugo
Business ecosystem
Population dynamics
Shannon evenness
Co-evolution in markets
status_str publishedVersion
title Productivity vs. evenness in the U.S. Financial Market: a business ecosystem perspective
title_full Productivity vs. evenness in the U.S. Financial Market: a business ecosystem perspective
title_fullStr Productivity vs. evenness in the U.S. Financial Market: a business ecosystem perspective
title_full_unstemmed Productivity vs. evenness in the U.S. Financial Market: a business ecosystem perspective
title_short Productivity vs. evenness in the U.S. Financial Market: a business ecosystem perspective
title_sort Productivity vs. evenness in the U.S. Financial Market: a business ecosystem perspective
topic Business ecosystem
Population dynamics
Shannon evenness
Co-evolution in markets
url https://hdl.handle.net/20.500.12008/42277