ArticleOpen research Europe2026
Theorizing "cultural signatures" in worldwide personal networks.
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.
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.
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.
Who cites it
1 citing paper in PubMed.
- Theorizing "cultural signatures" in worldwide personal networks.Open research Europe · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
Registered trials
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.