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From AcciMap to AgileMap: An Iterative Approach to Revealing Interactive Complexities and Risk in Wildfire Management

Pieper, Mark LU (2026) FLMU16 20252
Division of Risk Management and Societal Safety
Abstract
Wildfire management is a complex sociotechnical system where enterprise and strategic level decisions significantly impact operational safety. This research explores iterating Rasmussen’s AcciMap through participatory co-design to enhance sensemaking and systems thinking in the U.S. Forest Service. An evolving series of AcciMap-inspired visualizations made from the Eicks Fire Organizational Report was used for ten iterative sessions with wildfire practitioners across the system’s enterprise, strategic, and operational levels.

Findings reveal that while initial AcciMaps are often overwhelming, enhancements like color-coding and a stepwise reveal transform them into the ‘AgileMap’- a powerful tool for visualizing interactive complexity.... (More)
Wildfire management is a complex sociotechnical system where enterprise and strategic level decisions significantly impact operational safety. This research explores iterating Rasmussen’s AcciMap through participatory co-design to enhance sensemaking and systems thinking in the U.S. Forest Service. An evolving series of AcciMap-inspired visualizations made from the Eicks Fire Organizational Report was used for ten iterative sessions with wildfire practitioners across the system’s enterprise, strategic, and operational levels.

Findings reveal that while initial AcciMaps are often overwhelming, enhancements like color-coding and a stepwise reveal transform them into the ‘AgileMap’- a powerful tool for visualizing interactive complexity. The study demonstrates that these visualizations were successfully improved because of practitioner-centered co-design, making them able to show elements of complexity like how risk cascades from law, bureaucratic policy, and interagency agreements – ultimately compressing decision space for frontline operators. The AgileMap is seen as complementary to narrative reports, fostering systemic dialogue necessary to identify organizational risk patterns in the high-hazard wildland fire environment. (Less)
Please use this url to cite or link to this publication:
author
Pieper, Mark LU
supervisor
organization
course
FLMU16 20252
year
type
H1 - Master's Degree (One Year)
subject
keywords
Participative co-design, systems thinking, AcciMap, wildfire management, safety science, FLMU06
language
English
id
9230016
date added to LUP
2026-06-02 10:00:09
date last changed
2026-06-02 10:00:09
@misc{9230016,
  abstract     = {{Wildfire management is a complex sociotechnical system where enterprise and strategic level decisions significantly impact operational safety. This research explores iterating Rasmussen’s AcciMap through participatory co-design to enhance sensemaking and systems thinking in the U.S. Forest Service. An evolving series of AcciMap-inspired visualizations made from the Eicks Fire Organizational Report was used for ten iterative sessions with wildfire practitioners across the system’s enterprise, strategic, and operational levels.

Findings reveal that while initial AcciMaps are often overwhelming, enhancements like color-coding and a stepwise reveal transform them into the ‘AgileMap’- a powerful tool for visualizing interactive complexity. The study demonstrates that these visualizations were successfully improved because of practitioner-centered co-design, making them able to show elements of complexity like how risk cascades from law, bureaucratic policy, and interagency agreements – ultimately compressing decision space for frontline operators. The AgileMap is seen as complementary to narrative reports, fostering systemic dialogue necessary to identify organizational risk patterns in the high-hazard wildland fire environment.}},
  author       = {{Pieper, Mark}},
  language     = {{eng}},
  note         = {{Student Paper}},
  title        = {{From AcciMap to AgileMap: An Iterative Approach to Revealing Interactive Complexities and Risk in Wildfire Management}},
  year         = {{2026}},
}