Structural and temporal patterns of the first global trading market

Detalhes bibliográficos
Autor(a) principal: Ribeiro, Ana Sofia
Data de Publicação: 2018
Outros Autores: Pinheiro, Flávio L., Santos, Francisco C., Polónia, Amélia, Pacheco, Jorge Manuel Santos
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/65966
Resumo: Little is known about the structural patterns and dynamics of the first global trading market (FGTM), which emerged during the sixteenth century as a result of the Iberian expansion, let alone how it compares to today's global financial markets. Here we build a representative network of the FGTM using information contained in 8725 (handwritten) Bills of Exchange from that time-which were (human) interpreted and digitalized into an online database. We show that the resulting temporal network exhibits a hierarchical, highly clustered and disassortative structure, with a power-law dependence on the connectivity that remains remarkably robust throughout the entire period investigated. Temporal analysis shows that, despite major turnovers in the number and nature of the links-suggesting fast adaptation in response to the geopolitical and financial turmoil experienced at the time-the overall characteristics of the FGTM remain robust and virtually unchanged. The methodology developed here demonstrates the possibility of building and analysing complex trading and finance networks originating from pre-statistical eras, enabling us to highlight the striking similarities between the structural patterns of financial networks separated by centuries in time.
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spelling Structural and temporal patterns of the first global trading marketcomplex adaptive networksearly modern historynetwork analysistrustreputationCiências Naturais::Ciências BiológicasScience & TechnologyLittle is known about the structural patterns and dynamics of the first global trading market (FGTM), which emerged during the sixteenth century as a result of the Iberian expansion, let alone how it compares to today's global financial markets. Here we build a representative network of the FGTM using information contained in 8725 (handwritten) Bills of Exchange from that time-which were (human) interpreted and digitalized into an online database. We show that the resulting temporal network exhibits a hierarchical, highly clustered and disassortative structure, with a power-law dependence on the connectivity that remains remarkably robust throughout the entire period investigated. Temporal analysis shows that, despite major turnovers in the number and nature of the links-suggesting fast adaptation in response to the geopolitical and financial turmoil experienced at the time-the overall characteristics of the FGTM remain robust and virtually unchanged. The methodology developed here demonstrates the possibility of building and analysing complex trading and finance networks originating from pre-statistical eras, enabling us to highlight the striking similarities between the structural patterns of financial networks separated by centuries in time.This research was supported by FCT-Portugal through grant nos FCT-TECH/0002/2007 (A.S.R. and A.P.), SFRH/BD/77389/2011 (F.L.P.), SFRH/BPD/76278/2011 (A.S.R.), PTDC/MAT-STA/3358/2014 (F.L.P., F.C.S. and J.M.P.), PTDC/EEI-SII/5081/2014 (F.L.P., F.C.S. and J.M.P.), UID/BIA/04050/2013 (J.M.P.) and UID/CEC/50021/2013 (F.C.S.), and by the European Science Foundation through grant no. DynCoopNet-06-TECT-FP-004 (A.S.R. and A.P.).Royal SocietyUniversidade do MinhoRibeiro, Ana SofiaPinheiro, Flávio L.Santos, Francisco C.Polónia, AméliaPacheco, Jorge Manuel Santos2018-082018-08-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/65966engRibeiro AS, Pinheiro FL, Santos FC, Polo´nia A, Pacheco JM. 2018 Structural and temporal patterns of the first global trading market. R. Soc. open sci. 5: 180577. http://dx.doi.org/10.1098/rsos.1805772054-570310.1098/rsos.180577https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.180577info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:54:06Zoai:repositorium.sdum.uminho.pt:1822/65966Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:53:38.467348Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Structural and temporal patterns of the first global trading market
title Structural and temporal patterns of the first global trading market
spellingShingle Structural and temporal patterns of the first global trading market
Ribeiro, Ana Sofia
complex adaptive networks
early modern history
network analysis
trust
reputation
Ciências Naturais::Ciências Biológicas
Science & Technology
title_short Structural and temporal patterns of the first global trading market
title_full Structural and temporal patterns of the first global trading market
title_fullStr Structural and temporal patterns of the first global trading market
title_full_unstemmed Structural and temporal patterns of the first global trading market
title_sort Structural and temporal patterns of the first global trading market
author Ribeiro, Ana Sofia
author_facet Ribeiro, Ana Sofia
Pinheiro, Flávio L.
Santos, Francisco C.
Polónia, Amélia
Pacheco, Jorge Manuel Santos
author_role author
author2 Pinheiro, Flávio L.
Santos, Francisco C.
Polónia, Amélia
Pacheco, Jorge Manuel Santos
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Ribeiro, Ana Sofia
Pinheiro, Flávio L.
Santos, Francisco C.
Polónia, Amélia
Pacheco, Jorge Manuel Santos
dc.subject.por.fl_str_mv complex adaptive networks
early modern history
network analysis
trust
reputation
Ciências Naturais::Ciências Biológicas
Science & Technology
topic complex adaptive networks
early modern history
network analysis
trust
reputation
Ciências Naturais::Ciências Biológicas
Science & Technology
description Little is known about the structural patterns and dynamics of the first global trading market (FGTM), which emerged during the sixteenth century as a result of the Iberian expansion, let alone how it compares to today's global financial markets. Here we build a representative network of the FGTM using information contained in 8725 (handwritten) Bills of Exchange from that time-which were (human) interpreted and digitalized into an online database. We show that the resulting temporal network exhibits a hierarchical, highly clustered and disassortative structure, with a power-law dependence on the connectivity that remains remarkably robust throughout the entire period investigated. Temporal analysis shows that, despite major turnovers in the number and nature of the links-suggesting fast adaptation in response to the geopolitical and financial turmoil experienced at the time-the overall characteristics of the FGTM remain robust and virtually unchanged. The methodology developed here demonstrates the possibility of building and analysing complex trading and finance networks originating from pre-statistical eras, enabling us to highlight the striking similarities between the structural patterns of financial networks separated by centuries in time.
publishDate 2018
dc.date.none.fl_str_mv 2018-08
2018-08-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/65966
url http://hdl.handle.net/1822/65966
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Ribeiro AS, Pinheiro FL, Santos FC, Polo´nia A, Pacheco JM. 2018 Structural and temporal patterns of the first global trading market. R. Soc. open sci. 5: 180577. http://dx.doi.org/10.1098/rsos.180577
2054-5703
10.1098/rsos.180577
https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.180577
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dc.publisher.none.fl_str_mv Royal Society
publisher.none.fl_str_mv Royal Society
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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