Adam Russell’s research while affiliated with Sandia National Laboratories and other places

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Publications (1)


Key research challenges and relative importance of agency and structure for the four virtual worlds
Key roles and interactions between teams
Example of a causal ground truth graph, for the Schelling segregation model
The Ground Truth program: simulations as test beds for social science research methods
  • Article
  • Full-text available

April 2022

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225 Reads

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7 Citations

Computational and Mathematical Organization Theory

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Adam Russell

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Vicente Romero

Social systems are uniquely complex and difficult to study, but understanding them is vital to solving the world’s problems. The Ground Truth program developed a new way of testing the research methods that attempt to understand and leverage the Human Domain and its associated complexities. The program developed simulations of social systems as virtual world test beds. Not only were these simulations able to produce data on future states of the system under various circumstances and scenarios, but their causal ground truth was also explicitly known. Research teams studied these virtual worlds, facilitating deep validation of causal inference, prediction, and prescription methods. The Ground Truth program model provides a way to test and validate research methods to an extent previously impossible, and to study the intricacies and interactions of different components of research.

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Citations (1)


... To help structure future IA research in a way that we hope will be useful and intelligible, we propose a three-pronged analytic framework adapted from Naugle et al. 102 : Predicting, Understanding, and Prescribing (PUP) interventions for complex sociotechnical systems like Information Architectures. We believe this framework can help categorize and advance research on different questions related to IAs while helping to organize results in a systematic way that advances our collective knowledge. ...

Reference:

Information architectures: a framework for understanding socio-technical systems
The Ground Truth program: simulations as test beds for social science research methods

Computational and Mathematical Organization Theory