Wireless Emergency Alerts: Trust Model Simulations

SEI Report
This report presents four types of simulations run on the public trust model and alert originator trust model developed for the Wireless Emergency Alerts (WEA) service.
Publisher

Software Engineering Institute

CMU/SEI Report Number
CMU/SEI-2013-SR-026
DOI (Digital Object Identifier)
10.1184/R1/6585938.v1

Abstract

Trust is a key factor in the effectiveness of the Wireless Emergency Alerts (WEA) service. Alert originators must trust WEA to deliver alerts to the public in an accurate and timely manner. Members of the public must also trust the WEA service before they will act on the alerts that they receive. This research aimed to develop a trust model to enable the Federal Emergency Management Agency to maximize the effectiveness of WEA and provide guidance for alert originators that would support them in using WEA in a manner that maximizes public safety. This report overviews the public trust model and the alert originator trust model. The research method included Bayesian belief networks (BBNs) to model trust in WEA because they enable reasoning about and modeling of uncertainty. The report details the procedures used to run simulations on the trust models. For each trust model, single-factor, multifactor, random-input, and special-case simulations were run on each factor and group of factors investigated. The analysis of the simulations had two goals: to identify those simulations that predicted the highest levels of trust and those simulations that predicted the lowest levels of trust. This report includes the results for each trust Model.

Cite This SEI Report

Morrow, T., Stoddard, R., & Elm, J. (2014, February 26). Wireless Emergency Alerts: Trust Model Simulations. (SEI Report CMU/SEI-2013-SR-026). Retrieved September 12, 2026, from https://doi.org/10.1184/R1/6585938.v1.

@techreport{morrow_2014,
author={Morrow, Timothy and Stoddard, Robert and Elm, Joseph},
title={Wireless Emergency Alerts: Trust Model Simulations},
month={Feb},
year={2014},
number={{CMU/SEI-2013-SR-026},
institution={Software Engineering Institute, Carnegie Mellon University},
doi={10.1184/R1/6585938.v1},
url={https://doi.org/10.1184/R1/6585938.v1},
note={Accessed: 2026-Sep-12}
}

Morrow, Timothy, Robert Stoddard, and Joseph Elm. "Wireless Emergency Alerts: Trust Model Simulations." (CMU/SEI-2013-SR-026). Software Engineering Institute, Carnegie Mellon University. Software Engineering Institute, February 26, 2014. https://doi.org/10.1184/R1/6585938.v1.

T. Morrow, R. Stoddard, and J. Elm, "Wireless Emergency Alerts: Trust Model Simulations," Software Engineering Institute, Carnegie Mellon University. Software Engineering Institute, SEI Report CMU/SEI-2013-SR-026, 26-Feb-2014 [Online]. Available: https://doi.org/10.1184/R1/6585938.v1. [Accessed: 12-Sep-2026].

Morrow, Timothy, Robert Stoddard, and Joseph Elm. "Wireless Emergency Alerts: Trust Model Simulations." (SEI Report CMU/SEI-2013-SR-026). Software Engineering Institute, Carnegie Mellon University, Software Engineering Institute, 26 Feb. 2014. https://doi.org/10.1184/R1/6585938.v1. Accessed 12 Sep. 2026.

Morrow, Timothy; Stoddard, Robert; & Elm, Joseph. Wireless Emergency Alerts: Trust Model Simulations. CMU/SEI-2013-SR-026. Software Engineering Institute. 2014. DOI: 10.1184/R1/6585938.v1. https://doi.org/10.1184/R1/6585938.v1