Publication: Structural measures of personal networks predict migrants' cultural backgrounds: an explanation from Grid/Group theory
dc.affiliation.dpto | UC3M. Departamento de Matemáticas | es |
dc.affiliation.grupoinv | UC3M. Grupo de Investigación: Interdisciplinar de Sistemas Complejos (GISC) | es |
dc.affiliation.instituto | UC3M. Instituto UC3M - Santander de Big Data | es |
dc.contributor.author | Molina, José Luis | |
dc.contributor.author | Ozaita Corral, Juan | |
dc.contributor.author | Tamarit, Ignacio | |
dc.contributor.author | Sánchez, Angel | |
dc.contributor.author | McCarty, Christopher | |
dc.contributor.author | Bernard, H. Russell | |
dc.contributor.funder | Comunidad de Madrid | es |
dc.contributor.funder | Ministerio de Economía y Competitividad (España) | es |
dc.contributor.funder | Universidad Carlos III de Madrid | es |
dc.date.accessioned | 2023-02-23T08:54:57Z | |
dc.date.available | 2023-02-23T08:54:57Z | |
dc.date.issued | 2022-09 | |
dc.description.abstract | Culture and social structure are not separated analytical domains but intertwined phenomena observable in personal networks. Drawing on a personal networks dataset of migrants in the United States and Spain, we show that the country of origin, a proxy for diverse languages and cultural institutions, and religion may be predicted by specific combinations of personal network structural measures (closeness, clustering, betweenness, average degree, etc). We obtain similar results applying three different methods (a multinomial logistic regression, a Random Forest algorithm, and an artificial neural network). This finding is explained within the framework of the Grid/Group theory that has long posed the interdependence of social structural and cultural features of human groups. | en |
dc.description.sponsorship | This research has been funded by the National Science Foundation (BCS-0417429), the MINECO-FEDER (PGC2018-098186-B-I00, J.O., A.S.), the Comunidad de Madrid (PRACTICO-CM), and the UC3M (CAVTIONS-CM-UC3M). | en |
dc.format.extent | 8 | |
dc.identifier.bibliographicCitation | Molina, J. L., Ozaita, J., Tamarit, I., Sánchez, A., McCarty, C., & Bernard, H. R. (2022). Structural measures of personal networks predict migrants’ cultural backgrounds: an explanation from Grid/Group theory. PNAS Nexus, 1(4). | en |
dc.identifier.doi | https://doi.org/10.1093/pnasnexus/pgac195 | |
dc.identifier.issn | 2752-6542 | |
dc.identifier.publicationfirstpage | 1 | |
dc.identifier.publicationissue | 4 | |
dc.identifier.publicationlastpage | 8 | |
dc.identifier.publicationtitle | PNAS Nexus | en |
dc.identifier.publicationvolume | 1 | |
dc.identifier.uri | https://hdl.handle.net/10016/36650 | |
dc.identifier.uxxi | AR/0000032049 | |
dc.language.iso | eng | |
dc.publisher | Oxford Academic | en |
dc.relation.projectID | Comunidad de Madrid. Y2018/TCS-4705 | es |
dc.relation.projectID | Gobierno de España. PGC2018-098186-B-I00 | es |
dc.relation.projectID | Comunidad de Madrid. CAVTIONS-CM-UC3M | es |
dc.rights | © The Author(s) 2022. | en |
dc.rights | Atribución 3.0 España | * |
dc.rights.accessRights | open access | en |
dc.rights.uri | http://creativecommons.org/licenses/by/3.0/es/ | * |
dc.subject.eciencia | Antropología | es |
dc.subject.eciencia | Matemáticas | es |
dc.subject.eciencia | Sociología | es |
dc.subject.other | Cultural Signature | en |
dc.subject.other | Social Signature | en |
dc.subject.other | Personal Networks | en |
dc.subject.other | Grid/Group theory | en |
dc.subject.other | Migration | en |
dc.title | Structural measures of personal networks predict migrants' cultural backgrounds: an explanation from Grid/Group theory | en |
dc.type | research article | * |
dc.type.hasVersion | VoR | * |
dspace.entity.type | Publication |
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