Methodological Challenges to the Interpretation of Archaeological Networks
This project is focused on developing and evaluating new methods for characterizing networks of interaction and exchange using archaeological data.
Across many fields, scientists increasingly conceive of diverse research problems as involving networks of some kind, and tackle these problems via methods for network analysis. Archaeology is no exception. One particularly fruitful application of the network perspective in archaeology has involved the construction of networks representing ties between inhabited sites in a region, with the presence or strength of a network link between two sites inferred from the observed similarity between the sites’ artifact assemblages. Investigations of these networks, and their change over time, via network analytic methods provide important insights into social processes that are of intense interest in archaeology, such as migration, population and depopulation, and diffusion of ideology.
However, this approach also carries with it grave risks of inappropriate application of network analytic tools. These tools were developed in other disciplines and may sometimes be ill-suited to the archaeological context, and the archaeological setting can pose particular challenges for interpretation of results from these methods.
The current project will involve an interdisciplinary team working to develop in-depth assessments of the validity of network analytic tools in the archaeological context, the implication of methodological choices for resulting archaeological interpretations, and the investigation of new approaches to analyzing archaeological network data.
This research will address a number of specific technical issues that are at present inadequately understood in the archaeological literature, such as measurement of uncertainty in network measures due to sampling variability in collected artifact data, methods for creating graphs representing archaeological networks that distill complex information into accessible visual displays, and comparisons between results of network-based analyses with those of other analytic approaches to artifact similarity data.
The project will also explore more directly archaeological questions, including the relationship between the spatial arrangement of sites and the similarity of their artifact assemblages, and how network change corresponds to other dimensions of regional chronology.
Some data for the project are derived from the team’s previous work on the American Southwest, but the project will also examine other network data from a wide variety of archaeological contexts, times, and places. The project will greatly improve understanding of the technical and substantive issues surrounding the current practice of archaeological network analysis, while also creating a roadmap for new approaches that will yield deeper archaeological insights.
- Matthew Peeples, ASU
- John M. Roberts, Jr., University of Wisconsin, Milwaukee
- Barbara J. Mills, University of Arizona
- Ronald Breiger, University of Arizona
National Science Foundation, Jointly funded by Archaeology Program and Measurement, Methodology, and Statistics Program - Collaborative Research: Methodological Challenges and Interpretations in Network Analysis of Artifact Data.
2018 - grant obtained