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The American backcountry is experiencing an unprecedented convergence: record-breaking outdoor participation, rapid proliferation of navigation and communication technology, and rising demand for search and rescue services. This white paper examines the evidence connecting these trends and explores the paradox at their center: that the same technologies saving lives in the wilderness may also be contributing to the circumstances that put lives at risk.

Between 2019 and 2024, outdoor recreation participation grew by more than 27.5 million people, reaching 181.1 million participants — 58.6% of all Americans aged six and older.1 Search and rescue operations have risen in parallel. Colorado alone now responds to approximately 3,000 backcountry SAR incidents annually, with individual teams reporting mission volumes that have tripled over two decades.2,3

The relationship between technology adoption and rescue demand is not simply causal but multidirectional. Trail apps lower barriers to backcountry access. Social media concentrates visitation at photogenic locations. Satellite communicators enable calls for help from previously unreachable terrain. Automated crash and fall detection creates new categories of alerts that burden emergency systems.

Yet the same technologies have documented life-saving impacts: tens of thousands of rescues facilitated by satellite beacons, response times compressed from hours to minutes, traumatic events captured by sensors that call 911 when a person cannot, and countless "non-events" where GPS navigation prevented small errors from becoming emergencies.

12%
Garmin's 2024 data show that 12 percent of satellite SOS activations were resolved through two-way messaging alone, with no physical rescue deployed — pointing toward a design space where technology actively reduces system load rather than merely adding to it.

This paper does not propose simple solutions, because simple solutions do not exist. The paradox is genuine: accessibility and safety exist in tension, and every design choice involves tradeoffs that different stakeholders will weigh differently. What this paper offers instead is a framework for understanding the mechanisms at work, grounded in data and informed by operational experience on both sides of the emergency call.

"For those building outdoor technology products, the core implication is this: the backcountry is a different design space. The consequences of interface decisions, recommendation algorithms, and data quality are measured not in engagement metrics but in rescue helicopters, and occasionally in lives."

I. The Outdoor Boom

The outdoor recreation industry has experienced transformative growth over the past decade, with the COVID-19 pandemic serving as an accelerant for trends already in motion. The Bureau of Economic Analysis estimated that outdoor recreation generated $639.5 billion in economic output in 2023, accounting for 2.3 percent of U.S. GDP and growing at 9 percent year over year.

Record-Breaking Participation

According to the Outdoor Industry Association's 2025 Participation Trends Report, outdoor recreation reached an all-time high in 2024 with 181.1 million participants, a 3% increase over the previous record set in 2023.1 This represents 58.6% of Americans aged six and older engaging in at least one recreational outdoor activity during the year.

The growth has been sustained and broad-based. Since 2019, more than 27.5 million new participants have entered outdoor recreation, with seniors, young adults, and people of color leading the expansion. Participation among adults aged 65 and older increased from 28.8% in 2019 to 39.5% in 2023 — a 37% growth rate in a demographic historically underrepresented in outdoor activities.

Hiking, the activity most directly relevant to backcountry search and rescue demand, now claims a 20% participation rate. Approximately 61 million Americans hiked at least once in the past year.

The Casualization of Outdoor Recreation

A critical trend within this growth is the emergence of what industry analysts call "casual participants." While total participation has increased, the frequency with which individuals recreate outdoors has actually declined — from 67.9 days per year before the pandemic to approximately 65.2 days per year, the second-lowest showing since tracking began in 2012.1

This casualization has profound implications for safety. New participants engage sporadically, limiting opportunities to develop the experience, judgment, and fitness that come from regular practice. The millions of new participants represent a population that, by definition, lacks the accumulated wisdom of seasoned recreationists — the intuitive sense of when weather is turning, how to read terrain, what "four miles with 2,000 feet of elevation gain" actually feels like in the legs.

"What we are seeing is a far less experienced cohort of visitors. They may not understand how to choose the right hike for their fitness level or experience. They underestimate trips, underprepare for what they are heading into, and have little understanding of the consequences of their decisions." — Colorado Search and Rescue Association

Concentration at Iconic Destinations

National parks recorded 331.9 million visits in 2024, the highest in history.4 But this visitation pressure is not evenly distributed. Specific trails and destinations experience extreme concentration, often overwhelming infrastructure designed for smaller crowds.

At Grand Teton National Park's Delta Lake, daily visitation exploded from roughly 20 hikers to 150 — a 650% increase driven largely by Instagram exposure.5 At Zion's Angels Landing, social media-driven overcrowding eventually became dangerous enough to require a permit system for what had previously been open access. The pattern repeats across the country: a location goes viral, visitation spikes, and management scrambles to adapt.

II. The Technology Landscape

The proliferation of outdoor-oriented technology has fundamentally changed how people plan, navigate, and communicate in the backcountry. Understanding the key drivers of this landscape is essential to understanding the paradox.

Trail Discovery and Navigation Apps

AllTrails dominates trail discovery with over 65 million registered users globally.6 The app saw explosive growth during the pandemic — 8.7 million new users in 2020 alone, an 89% increase over the previous year. User activity on trails increased by 171% that same year.7 By 2023, AllTrails had surpassed 1 million paid subscribers.8

The navigation paradigm these apps create differs fundamentally from traditional wayfinding. Users follow a blue dot on a small screen rather than reading terrain, identifying landmarks, and maintaining situational awareness. The cognitive mode is different — reactive rather than predictive, screen-focused rather than environment-focused.

The crowdsourced data model that powers these platforms creates specific affordances and risks. Democratized trail information means anyone can discover routes that once required local knowledge or guidebook investment. But users also upload GPS tracks representing off-trail travel, scramble routes, and paths in the snow — creating the appearance of trails where no maintained trail exists.

Satellite Communication Devices

The outdoor GPS device market was valued at approximately $17.3 billion in 2023, with projections reaching $50.8 billion by 2032.9 Satellite communicators represent the highest-stakes segment of this market.

Garmin's inReach series has aided in more than 15,000 SOS incidents globally since launch.10 The company's data reveals important patterns: 39% of SOS activations come from hikers and backpackers, and approximately 12% result in "self-rescue" — situations where two-way satellite messaging allowed emergency coordinators to provide guidance that enabled users to resolve their situation without physical rescue deployment.

Apple's introduction of Emergency SOS via Satellite with the iPhone 14 in late 2022 represented a paradigm shift: satellite emergency communication in a mainstream consumer device at no additional subscription cost.11 The architectural choice Apple made is worth noting: rather than a simple one-way distress beacon, Emergency SOS routes users through a structured questionnaire and opens a two-way text thread with trained dispatchers — treating satellite SOS as a conversation rather than an alarm, giving dispatchers the context they need to triage effectively and, in some cases, to talk users through self-rescue without deploying ground teams.

Automated Safety Features

Apple's Crash Detection uses accelerometers, gyroscopes, barometric sensors, and machine learning to automatically detect vehicle crashes and contact emergency services. The feature has genuine life-saving capability — with documented cases including unconscious drivers whose phones summoned help without any user action.

However, when ski season opened after the iPhone 14's launch, emergency dispatchers in mountain communities began receiving waves of automated 911 calls — none of which were actual emergencies.12,13 The accelerometer signatures of skiing falls proved initially indistinguishable from car crashes. Summit County, Colorado reported three to five false automated calls daily during ski season; Pitkin County recorded up to twenty.

Social Media as Discovery Engine

While not outdoor technology per se, social media platforms function as powerful discovery and motivation engines that shape where people go. A 2024 study in the Proceedings of the National Academy of Sciences quantified the "Instagram Effect," finding that National Parks with high social media exposure saw visitation increases of 16–22% relative to parks with lower exposure.14

A 2025 study on outdoor risk-taking found that perceived social approval was the strongest predictor of an individual's likelihood to take photos in dangerous locations — more powerful than their actual perception of the risk involved.15

III. Search & Rescue: The Rising Tide

Search and rescue operations in the American backcountry have increased substantially over the past two decades, with acceleration in recent years that tracks closely with both participation growth and technology adoption. What makes the U.S. case distinctive is the fragmented governance structure and heavy reliance on volunteer organizations that characterize American backcountry SAR.

No comprehensive national database tracks search and rescue incidents across the United States. Federal land management agencies use different reporting standards; state and county teams operate under varying requirements; many volunteer organizations maintain only internal records. This fragmentation is itself a finding: a system responding to rising demand without the data infrastructure to understand it.

Zion National Park, UT
193
SAR incidents in 2024 (up from 47 in 2019)

A four-fold increase in five years. The park now responds to multiple complex emergencies in a single day during peak season, while total NPS workforce has declined 24% since January 2025.

Grand Canyon NP, AZ
~300
Annual SAR incidents, stabilized since 1996 crisis

A 1996 season with 482 incidents and five fatalities catalyzed a Preventive SAR program. Despite continued visitation growth, volumes have stabilized — demonstrating that the trajectory is not inevitable with sustained investment.

Yosemite NP, CA
235
SAR missions in 2025, up 21% year-over-year

A 21% spike coincided with an estimated 4.4–4.5 million visitors. A park spokesperson cited "broader use of personal technology" as a contributing factor — one of the few official acknowledgments by a federal agency.

Teton County, WY
150+
Calls in 2024–25, a new annual record

Detailed public reporting provides unusual transparency. Data consistently show that visitor inexperience and inadequate preparation — not equipment failure — drive the majority of incidents.

Colorado: A Case Study in Rising Demand

Colorado provides perhaps the most detailed state-level public data on backcountry SAR. The state operates the largest volunteer search and rescue system in the country: approximately fifty county-based teams, staffed by 2,500 to 2,800 unpaid volunteers, respond to an estimated 3,600 incidents annually.2

Alpine Rescue Team's mission volume increased from about 60 in the late 1990s to a record 172 missions in 2024 — a 43 percent jump over the prior year, roughly tripling in three decades.3 Summit County reported 2024 incidents running approximately 30% above already elevated 2023 levels.19 Helicopter hoist operations — the most complex, expensive, and dangerous rescue type — have also increased, with Colorado seeing 18 hoist requests in the first half of 2024 alone.

The nature of calls has also shifted. Veteran coordinators report that searches and rescues used to split roughly 50/50; now the ratio runs approximately 60 percent rescues, 40 percent searches. Cell phones have reduced the number of people who become genuinely lost, but also lowered the threshold for calling for help.

Who Pays for Search and Rescue

The question of who bears the cost of backcountry rescue varies dramatically by jurisdiction and has no national standard. On federal land, the National Park Service absorbs SAR costs from its operating budget — meaning rescue competes directly with trail maintenance, interpretation, and resource protection for shrinking dollars. On state and county land, the county sheriff typically holds statutory responsibility, but actual operations are overwhelmingly performed by volunteer organizations that fund themselves through donations, grants, and fundraising events.

The result is a patchwork system in which the organizations absorbing the fastest-growing operational demand are also the least predictably funded — and in which the technology companies whose products contribute to that demand bear none of the cost.

IV. Causal Mechanisms: How Technology Shapes Risk

The relationship between outdoor technology and SAR demand operates through multiple mechanisms that sometimes reinforce and sometimes counteract each other. Understanding these mechanisms — rather than attributing outcomes to technology generically — is essential for anyone building products in this space.

1

Access Enablement

Technology lowers barriers to backcountry access. Trail apps are explicitly designed to remove friction — their product-market fit depends on converting app users into trail users with minimal barriers. The 171% increase in AllTrails activity in 2020 represents millions of trips that might not have occurred without the app's facilitation. The issue arises when technology enables access without adequately enabling preparation: when the barrier to discovering a trail drops to zero while the barrier to understanding its demands remains unchanged.

2

Information Quality and Crowdsourced Risk

Crowdsourced data models create specific failure modes. When users upload GPS tracks from off-trail travel, scramble routes, or paths that only exist in certain conditions, these tracks create the appearance of trails where no maintained trail exists. Rescue teams have documented cases where multiple hikers attempted identical non-existent routes because they appeared as tracks in navigation apps.21 Difficulty ratings compound the problem: AllTrails rates both Mount Sanitas and Longs Peak — a technical fourteener that sees fatalities annually — as "hard," creating false equivalence between genuinely different risk profiles.22

3

Risk Compensation

Risk compensation theory suggests that people adjust behavior in response to perceived safety measures, potentially offsetting safety gains. A Virginia Tech study on roofers found that workers with more safety equipment exhibited up to 55% more risk-taking behavior.23 In the outdoor context, risk compensation appears most likely when technology provides perceived safety without actual capability. As one Colorado SAR spokesperson put it: "Technology has made it easier for hikers to get into remote areas. But it doesn't make them more experienced or better prepared to handle emergencies."

4

False Alarm Burden and Alert Fatigue

Automated safety features create new categories of system load. Signal detection theory describes the fundamental tradeoff: increasing sensitivity to catch true emergencies inevitably increases false positives. The NOAA SARSAT system already navigates a 98% false alarm rate for 406 MHz beacons.16 Beyond operational costs, false alarms catalyze "alert fatigue" — a condition documented in healthcare, aviation, and other high-stakes domains. In a Gravity Strategy survey of Public Safety Answering Points, 59% of respondents cited emergency verification as their primary pain point.25

V. The Other Side: Technology That Saves Lives

Any honest examination of outdoor technology must acknowledge its genuine, documented life-saving capabilities. The paradox is real precisely because the benefits are real. The same categories of technology that create some risks have prevented far more harm than they have enabled.

63,745
The COSPAS-SARSAT international satellite system has assisted in rescuing at least 63,745 people in 19,883 rescue events since 1982. In 2023 alone, the system aided an average of nine people per day globally. The US SARSAT component coordinated 411 rescues in 2024.

Garmin's inReach series has contributed more than 15,000 SOS-facilitated rescues. The company's 2024 data show that 12 percent of SOS activations were resolved through two-way messaging without physical rescue deployment — up from approximately 10 percent the prior year, suggesting that communication capability itself can reduce SAR burden.27 Globalstar's SPOT satellite messengers have contributed to over 10,000 rescues worldwide.

Apple's Emergency SOS via Satellite has rapidly demonstrated impact since its 2022 launch, now with thousands of documented saves. Los Angeles County Sheriff's Department reported "over a dozen" rescues attributed to the feature in its first year, with the department's assistant director stating that "in a couple of these incidents, people's lives were one hundred percent saved because of this feature."

GPS-enabled emergency devices dramatically reduce the time required to locate people in distress. The MEOSAR satellite system can identify a beacon's position within several meters in as little as five minutes, compared to hours or days for traditional search methods.26 In wilderness emergencies, the difference between a 90-minute response and a 6-hour response can be the difference between a successful rescue and a body recovery.

Navigation apps also serve as a primary preventative layer, facilitating countless "non-events" that never appear in SAR statistics. A 2024 meta-analysis of GPS navigation studies found that GPS-based systems outperform traditional methods in real-time direction estimation and accuracy, particularly in unfamiliar or high-stress environments.28 For a lost hiker trying to find their way back to a trailhead as light fades, real-time accuracy matters more than spatial memory development.

VI. The Paradox in Practice

Data and mechanism analysis can only convey so much. The paradox becomes real in specific situations where technology's dual nature manifests in a single incident — where the tradeoffs inherent in every design choice become viscerally apparent. The following incidents are drawn from the author's direct experience in search & rescue leadership.

01
The Limits of the Beacon — New Hampshire Presidential Range, February 2015

Kate Matrosova set out before dawn to traverse New Hampshire's Northern Presidential Range — a 16-mile route over four summits she planned to complete in a single day. She was 32, a Wall Street trader, ferociously fit, and training for Everest. She carried a satellite phone, a GPS unit, and an ACR ResQLink personal locator beacon. The forecast called for winds gusting to 125 mph and wind chills approaching -75°F.

By 3:30 that afternoon, she activated her beacon. What followed revealed the gap between what emergency technology promises and what it can deliver. The beacon did exactly what it was designed to do — but the coordinates it sent were scattered across a mile-wide area, possibly because temperatures had plunged below the device's -4°F operating limit. The first rescue team spent hours bushwhacking through chest-deep snow on the wrong side of Mount Madison, returning at 3 a.m. chasing a signal that kept moving.

More than forty rescuers, a National Guard Blackhawk, and a Civil Air Patrol aircraft had mobilized within hours of her distress signal. It wasn't enough. Matrosova's death is not a story of technology failure in any simple sense. It is a story about the irreducible gap between summoning help and receiving it — and about the risk of treating a beacon as a margin of safety when weather can erase all margins.

02
Following the Blue Dot in Winter — White Mountains, New Hampshire

Two hikers set out for a winter day hike using AllTrails to navigate a classic loop route. The app showed a well-reviewed trail with a clear track to follow. What the app didn't show was that this was a summer route — and that in winter, the descent traversed some of the most consequential avalanche terrain in the region.

The ascent went fine. But as they began the descent, the trail disappeared under deep snow, the terrain steepened dramatically, and they found themselves on a slope they were not equipped, trained, or prepared to navigate. They had no crampons, no ice axes, no avalanche awareness. But the blue dot said this was the way, so they kept going until the slope became so steep they could move neither up nor down.

They called 911 as the sun set. They had no headlamps. Shortly after the call, one hiker lost their footing and fell 600 vertical feet down the snow slope. By luck that defies probability, they survived with minor injuries. The incident traces directly to an algorithm that recommended a route without accounting for seasonal conditions — and users who trusted that recommendation more than the terrain in front of them.

03
Breadcrumbs in a Whiteout — Mount Washington, New Hampshire

Two hikers became trapped in whiteout conditions with visibility near zero, winds driving snow horizontally, temperatures well below zero. One member of the party was becoming hypothermic, their pace slowing dangerously. They were four miles from the nearest road across exposed alpine terrain.

A 911 call connected them with search and rescue leadership, who pushed a CalTopo SMS Locator request to the hikers' phone. For the next critical period, rescuers watched the party's position update in real-time on a shared map, coaching them via text to keep moving in the right direction — maintaining the muscular heat generation that was keeping the hypothermic hiker alive, and vectoring them toward an intercept point. Then the phone died.

But the breadcrumb trail remained. The location history gave rescuers enough information to narrow the search area dramatically, and they located the party even in conditions that would have made a traditional search nearly impossible. The response was classified as life-saving. The margin was thin. But the outcome was a rescue instead of a recovery.

The Stakeholder Dilemmas

The paradox manifests differently depending on where you sit. Each stakeholder faces genuine tensions without obvious resolution.

Product Manager
The Feature Friction Paradox

Every friction point removed to improve user experience is a potential filter removed from the preparation process. Gating access feels paternalistic and contrary to product growth; ungated access contributes to incidents. There is no setting that optimizes for both.

911 Dispatcher
The Verification Problem

Automated emergency alerts arrive without context. Each false alarm consumes verification time and attention; accumulated false alarms breed the habituation that slows response to real events. The system's sensitivity cannot be tuned locally, and the dispatcher bears the consequences either way.

SAR Volunteer
The Capacity Ceiling

Technology enables rescues that would have been impossible a generation ago, but it also generates call volume that strains volunteer capacity to the breaking point. Volunteers can't triage based on incident merit, and burnout threatens the workforce that most backcountry SAR depends on.

Land Manager
The Visibility Trap

Social media exposure can destroy the resource it celebrates. A viral post brings visitors and economic activity, but also trail damage, wildlife disturbance, and rescue demand that exceeds management capacity. Technology platforms that drive visitation bear none of the management costs they generate.

VII. Implications

This paper has deliberately avoided proposing solutions, because premature solutioning obscures the genuine complexity of the problem space. What follows instead are implications and questions that different stakeholders might consider — not answers, but perhaps better framings of what needs to be asked.

A useful starting framework for product teams: evaluate each decision through two lenses — does this feature expand access, and does it also expand capability? Features that do both tend to improve safety outcomes. Features that expand access without expanding capability tend to increase system load. Features that expand capability without expanding access represent the highest-leverage design space for reducing SAR burden.

For Technology Companies

Questions Worth Asking
  1. Start here: What would our difficulty ratings look like if they were calibrated against incident data rather than user sentiment? What would we lose by making that change?
  2. How do we distinguish between crowdsourced data that represents established trails versus GPS tracks from off-trail travel? What disclosure would be appropriate when users navigate on unverified routes?
  3. When we have access to user fitness data, what responsibility (if any) does that create to flag mismatches between user capability and route demands?
  4. Who bears the cost when our recommendation algorithm concentrates visitation at a location beyond its carrying capacity? Should we bear any of that cost?
  5. Have we talked to dispatchers and SAR teams about how our product shows up in their operations? What would they tell us if we asked?

For Emergency Services

Questions Worth Asking
  1. Start here: What data would we need from device manufacturers to improve our triage of automated alerts? Have we articulated that need clearly, and to whom?
  2. How are we documenting technology-related patterns in incidents? Is that information reaching anyone who could act on it?
  3. What would a productive relationship with outdoor technology companies look like? Who should initiate that conversation?
  4. Are there technology-enabled tools — responder-facing, not consumer-facing — that could improve our operations? Who would build them, and who would pay?

For Investors and Board Members

Questions Worth Asking
  1. Start here: How does our portfolio company's product show up in SAR incident reports? Do we know? Should we?
  2. What is the liability exposure if algorithmic recommendation is treated as product rather than speech? Has counsel evaluated this?
  3. Is "safety" a potential differentiator in this market, or is it purely a cost center? What would it take to find out?
  4. Who bears the costs our products externalize, and what happens if they start demanding compensation?

Looking Forward: AI and the Next Generation

The next generation of outdoor technology is already taking shape and will reshape the paradox further. Large language models could enable real-time contextual guidance during backcountry emergencies. Predictive risk models could flag route-fitness mismatches before a hiker leaves the trailhead. Computer vision applied to satellite and trail camera imagery could detect early signs of trail degradation or overcrowding. And on the responder side, AI-assisted dispatch triage could help PSAPs distinguish genuine emergencies from false activations with greater accuracy.

Each of these capabilities carries the same dual-use tension that defines the current paradox. The framework introduced here — evaluating whether features expand access, capability, or both — applies to AI-powered tools as readily as it does to trail apps and satellite communicators. Product leaders who understand the paradox now will be better positioned to navigate these decisions as they arrive.

VIII. Conclusion

The digital trail paradox — that technology designed to make outdoor recreation safer and more accessible also contributes to rising rescue demand — is not a problem to be solved. It is a tension to be managed, a tradeoff to be navigated with clear eyes and honest acknowledgment of what is being traded.

The same GPS signal that guides someone to safety can lead another person into terrain beyond their capabilities. The same satellite communicator that enables life-saving rescue can encourage someone to attempt a marginal objective they would otherwise have declined. The same app that democratizes access for underserved communities also enables unprepared visitors to overwhelm fragile destinations. These are not bugs to be fixed. They are inherent properties of powerful tools.

"Every design choice, every default setting, every recommendation algorithm encodes assumptions about what users need and how they will behave. Those assumptions have consequences that extend far beyond engagement metrics — into emergency dispatch centers, onto SAR volunteers' calendars, and occasionally into hospital rooms and morgues."

The 181 million Americans who ventured outdoors in 2024 deserve products that serve their safety as attentively as their convenience. Building those products requires understanding the paradox — not resolving it, but holding it clearly in view while making the hard choices that determine how technology will shape the next chapter of human experience in wild places.

References
  1. Outdoor Industry Association. "2025 Outdoor Participation Trends Report." December 2024.
  2. Colorado Search and Rescue Association. "Statistics." coloradosar.org/statistics/
  3. The Next Summit. "Colorado Backcountry SAR Teams Facing Record Workload." 2024.
  4. National Park Service. "Visitor Statistics." 2024. irma.nps.gov/Stats/
  5. Outside Online. "Is Instagram Ruining the Great Outdoors?" 2017.
  6. AllTrails. "2024 Summer Update." Press release. June 2024.
  7. AllTrails. "2020 Year in Review: AllTrails Usage Statistics." 2021.
  8. Spectrum Equity. "AllTrails Celebrates 1 Million Paid Subscribers." 2023.
  9. Future Market Report. "Outdoor Sports GPS Device Market Report." 2024.
  10. Garmin. "Data Insights From 10,000 Garmin inReach SOS Incidents." October 2022.
  11. CNBC. "Apple rolls out Emergency SOS via satellite." November 2022.
  12. Colorado Sun. "Skier iPhone crash detection calls overwhelm Colorado 911 centers." December 2022.
  13. Entrepreneur. "Apple Crash Detection Is Overwhelming Ski Town 911 Centers." December 2022.
  14. Wichman CJ. "Social media and U.S. National Park visitation." PNAS. 2024;121(15):e2310417121.
  15. Chen Y, et al. "Risk perception and social media influence on outdoor recreation behavior." J Outdoor Recreation & Tourism. 2025;47:100892.
  16. NOAA. "SARSAT US Rescues." sarsat.noaa.gov/sarsat-us-rescues/
  17. NOAA. "NOAA Satellites Helped Save 411 Lives in 2024." February 2025.
  18. Heggie TW, Amundson ME. "Dead men walking: search and rescue in US National Parks." Wilderness & Environmental Medicine. 2009;20(3):244–249.
  19. CBS News Colorado. "Search rescue operations: Most dangerous year in Colorado's mountains." 2024.
  20. Backpacker Magazine. "App Intervention: Are We Too Reliant on Technology in the Backcountry?" August 2021.
  21. Adventure. "Stern warning over use of hiking apps after 2 hikers attempt non-existent trails." 2024.
  22. Viget. "The UX of Outdoor Safety Education." 2023.
  23. Popular Mechanics. "Construction Workers Take More Risks When Protected." 2021.
  24. Joint Commission. "Alarm fatigue: A patient safety concern." Sentinel Event Alert. Issue 50. April 2013.
  25. Gravity Strategy. "PSAP Emergency Verification Survey." Internal research. 2025.
  26. International Cospas-Sarsat Programme. "About the Programme." cospas-sarsat.int
  27. Garmin. "2024 Garmin inReach SOS Year in Review." March 2025.
  28. Miola L, et al. "GPS navigation and spatial cognition: A meta-analysis." J Environmental Psychology. 2024;98:102395.
  29. U.S. Bureau of Economic Analysis. "Outdoor Recreation Satellite Account, U.S. and States, 2023." November 2024.
  30. National Parks Conservation Association. "Staffing Crisis at National Parks Reaches Breaking Point." July 2025.
  31. Colorado Search and Rescue Association. "Who Pays for Backcountry Search and Rescue in Colorado?" August 2025.