The red shift reconsidered: Network analysis of glass bead color and cultural integration in seventeenth-century Northern Iroquoia

This study demonstrates how material preference can track processes of identity negotiation, cultural transmission, and political reorganization during periods of social upheaval. It applies social network analysis (SNA) to the distribution of glass bead color types from 96 seventeenth-century archaeological sites across Northern Iroquoia, encompassing present-day New York, Ontario, and Pennsylvania. By using similarity matrices based on bead color frequencies and the Morisita Overlap Index, we visualize and quantify shifting material preferences across spatial and temporal boundaries during a period of widespread population dispersals, warfare, and multiethnic integration. Our findings document a pan-regional increase in red bead usage—referred to as the “red shift”—initially observed among Wendat, Petun, and Neutral groups in southern Ontario and appearing later among Haudenosaunee nations following their incorporation of thousands of captives and migrants after 1650. This is the first SNA-based analysis of glass beads in Northern Iroquoia.

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Publication Details

Journal
Journal of Anthropological Archaeology
Published
2026-08-26
DOI
https://doi.org/10.1016/j.jaa.2026.101794
Primary Topic
Historical and Cultural Archaeology Studies
Type
article
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article

The red shift reconsidered: Network analysis of glass bead color and cultural integration in seventeenth-century Northern Iroquoia

John P. Hart, Jennifer Birch
Journal of Anthropological Archaeology
Historical and Cultural Archaeology Studies
article

The red shift reconsidered: Network analysis of glass bead color and cultural integration in seventeenth-century Northern Iroquoia

John P. Hart, Jennifer Birch
article en

Abstract

This study demonstrates how material preference can track processes of identity negotiation, cultural transmission, and political reorganization during periods of social upheaval. It applies social network analysis (SNA) to the distribution of glass bead color types from 96 seventeenth-century archaeological sites across Northern Iroquoia, encompassing present-day New York, Ontario, and Pennsylvania. By using similarity matrices based on bead color frequencies and the Morisita Overlap Index, we visualize and quantify shifting material preferences across spatial and temporal boundaries during a period of widespread population dispersals, warfare, and multiethnic integration. Our findings document a pan-regional increase in red bead usage—referred to as the “red shift”—initially observed among Wendat, Petun, and Neutral groups in southern Ontario and appearing later among Haudenosaunee nations following their incorporation of thousands of captives and migrants after 1650. This is the first SNA-based analysis of glass beads in Northern Iroquoia.

Journal of Anthropological ArchaeologyVol. 83
University of Georgia (US), New York State Museum (US)
Reduced inequalities
Openalex Percentile: Top 3%
Historical and Cultural Archaeology Studies
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The red shift reconsidered: Network analysis of glass bead color and cultural integration in seventeenth-century Northern Iroquoia — John P. Hart, Jennifer Birch · Journal of Anthropological Archaeology (2026) | TGRS Research Map | TGRS