Modeling the Social Impacts of Technology via Spectral Graph Theory

Abstract Technology has social, economic, and environmental impacts. During the design process, these impacts are often adequately known for the direct users of a technology, but the same is not true for impacts on the wider society. Socio-technical models can be constructed and used to represent society and the impacts of technologies therein. These models can facilitate estimations of the social impacts that a particular technology, such as an engineered product, has on society. Diffusion theory provides a framework for representing impact propagation across a society using socio-technical models. This paper introduces a problem formulation for modeling impact diffusion. Spectral graph theory is used to solve the problem and estimate impacts across society. A simple impact diffusion illustration is provided relative to a rural community’s water supply and hand-pump technologies for accessing drinking water. The impact diffusion model for engineered products, presented in this paper, provides design insights on societal impact not yet found in the literature. These insights facilitate impact estimation across multiple levels of society (individual, household, community, nation state), which allows for meaningful exploration of technological interventions during the engineering design process.

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Published
2024-08-25
DOI
https://doi.org/10.1115/detc2024-143821
Primary Topic
Complex Network Analysis Techniques
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article
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article

Modeling the Social Impacts of Technology via Spectral Graph Theory

John L. Salmon, Samuel A. McKinnon, Christopher A. Mattson, Natalie J. White
Complex Network Analysis Techniques
article

Modeling the Social Impacts of Technology via Spectral Graph Theory

John L. Salmon, Samuel A. McKinnon, Christopher A. Mattson, Natalie J. White
article en

Abstract

Abstract Technology has social, economic, and environmental impacts. During the design process, these impacts are often adequately known for the direct users of a technology, but the same is not true for impacts on the wider society. Socio-technical models can be constructed and used to represent society and the impacts of technologies therein. These models can facilitate estimations of the social impacts that a particular technology, such as an engineered product, has on society. Diffusion theory provides a framework for representing impact propagation across a society using socio-technical models. This paper introduces a problem formulation for modeling impact diffusion. Spectral graph theory is used to solve the problem and estimate impacts across society. A simple impact diffusion illustration is provided relative to a rural community’s water supply and hand-pump technologies for accessing drinking water. The impact diffusion model for engineered products, presented in this paper, provides design insights on societal impact not yet found in the literature. These insights facilitate impact estimation across multiple levels of society (individual, household, community, nation state), which allows for meaningful exploration of technological interventions during the engineering design process.

Brigham Young University (US)
Clean water and sanitation
Openalex Percentile: Top 81%
Complex Network Analysis Techniques
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Modeling the Social Impacts of Technology via Spectral Graph Theory — John L. Salmon, Samuel A. McKinnon, et al. · (2024) | TGRS Research Map | TGRS