Evidence map›Paper›PMID 42728913›Full record

ArticleOpen research Europe2026

Theorizing "cultural signatures" in worldwide personal networks.

José Luis Molina, Alejandro Dinkelberg, Miroslav Pulgar, Christopher McCarty, Miguel Ángel González-Casado, Ángel Sánchez

Abstract read
In one paragraph

Article in Open research Europe, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

José Luis MolinaAntropologia social i cultural, Universitat Autonoma de Barcelona Departament d'Antropologia Social i Cultural, Bellaterra, Catalonia, 08193, Spain.ORCID https://orcid.org/0000-0002-2932-2690
Alejandro DinkelbergMatemáticas, Universidad Carlos III de Madrid Departamento de Matematicas, Leganés, Community of Madrid, 28903, Spain.ORCID https://orcid.org/0000-0003-1997-0536
Miroslav PulgarAntropologia social i cultural, Universitat Autonoma de Barcelona Departament d'Antropologia Social i Cultural, Bellaterra, Catalonia, 08193, Spain.ORCID https://orcid.org/0009-0009-4788-8899
Christopher McCartyAnthropology, University of Florida, Gainesville, Florida, FL 32611, USA.
Miguel Ángel González-CasadoMatemáticas, Universidad Carlos III de Madrid Departamento de Matematicas, Leganés, Community of Madrid, 28903, Spain.ORCID https://orcid.org/0000-0003-1369-2977
Ángel SánchezMatemáticas, Universidad Carlos III de Madrid Departamento de Matematicas, Leganés, Community of Madrid, 28903, Spain.ORCID https://orcid.org/0000-0003-1874-2881

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: This paper advances the theory of "cultural signatures" in personal networks by integrating Goodenough's concept of propriospect-the individual's internalized model of culture-with a personal network approach to social structure. We define cultural signatures as the structural traces left by cultural institutions-such as associations, religious practices, or educational organizations-in personal networks. To illustrate this theoretical framework, we revisit Fredrik Barth's ethnography of Sohar, an Omani town characterized by multiculturality and gender segregation. Using the propriospect approach, we show how shared cultural codes of politeness and self-restraint sustain social diversity and how institutions (market, mosques, Wali court, and neighborhoods) shape the gendered topology of personal networks. Methods: To test the theoretical framework, we conducted a web survey in six countries selected across Gelfand's tight-loose cultural range, collecting 1,815 personal networks, about 300 by country, with egos nominating 30 alters and the alter-alter ties. Along with this rich structural information, participants provided sociodemographic data and information about their moral values. The data was analyzed using forest tree methods to predict the country of origin from structural, sociodemographic, or moral values variables. Results: We demonstrate that network structures, especially cohesion measures, significantly contribute to predicting respondents' cultural background (country of origin in this case), supporting the hypothesis that social interaction patterns encode identifiable cultural imprints. Conclusions: By linking cognitive models of culture with measurable meso-level social structures, the paper provides a conceptual and methodological framework for analyzing how cultural diversity manifests in patterns of social interaction.

Indexed as

cultural institutionsculture-structurekinship.personal networks

Identifiers

PMID42728913
PMCPMC13555058

What OpenQuestion holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.