ISSW 2026 · Whistler, BC · Sept 28–Oct 2

From Human Factors to Human-Technology Factors:
An HCI Perspective on Technology in Avalanche Safety

Björn Hartmann1 · Jason Smith2

1Electrical Engineering and Computer Sciences Department, UC Berkeley, CA, USA  ·  2AMGA Ski Guide, Truckee, CA, USA

Abstract

The avalanche safety literature has identified human factors that contribute to accidents, yet researchers note a persistent gap between these insights and effective product design. Meanwhile, interactive technologies are shaping backcountry decision making with or without grounding in theory and research. We broaden the discussion of human factors into “human-technology factors,” examining how technology can both support and undermine judgment in avalanche terrain, from a human-computer interaction (HCI) perspective. We summarize relevant HCI concepts along four dimensions—attention, cognition, trust, and social interaction—and use them to revisit McCammon's FACETS framework, cataloging ways in which specific technologies may mitigate or exacerbate classic heuristic traps, grounded in accident reports and literature where possible. We identify recurring patterns, including technologies with dual-sided effects and a pervasive “digital expert halo.”

Key Figure

Matrix of avalanche FACETS (rows) against Good, Bad, and Ugly technology impacts (columns), showing which technologies mitigate or exacerbate each heuristic trap.
How specific technologies mitigate (Good), exacerbate (Bad), or actively distort (Ugly) each FACETS heuristic trap.  Download as PDF

Key Table — Technology × FACETS Catalog

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How to Cite

Hartmann, B. and Smith, J. (2026). From Human Factors to Human-Technology Factors:
An HCI Perspective on Technology in Avalanche Safety. In: Proceedings of the 2026
International Snow Science Workshop, Whistler, BC, Canada.