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Grizzly Bear Attacks in the USA/Data

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Revision as of 01:29, 30 August 2025 by Gavinandresen (talk | contribs)

Location

Location Risk Probability (%) Odds Ratio

Alaska

0.00029

2.9

Yellowstone National Park

0.000037

0.37

Glacier National Park

0.0001

1.0

Other Lower 48 States

0.00005

0.5

Non-Grizzly Area

0.0

0.0

Risk probabilities are based on attack rates per visit or population exposure. Alaska’s rate (0.00029%) is derived from 29% of fatal attacks occurring there (https://www.nature.com/articles/s41598-019-44341-w). Yellowstone’s rate (0.000037%) is based on 1 in 2.7 million visits (https://www.nps.gov/articles/bearattacks.htm). Glacier’s rate (0.0001%) is estimated from regional data (https://www.nature.com/articles/s41598-019-44341-w). Other Lower 48 states have lower rates due to fewer grizzlies (https://www.nps.gov/articles/bearattacks.htm). Non-grizzly areas have zero risk. Odds ratios are scaled relative to Glacier National Park (baseline = 1.0) based on attack frequency data.

  RiskModel: Grizzly Bear Attacks in the USA/Data:location_risk
Calculation: location_risk_probability * location_odds_ratio
    Content: Your location-based risk is about {result}%

Activity

Activity Risk Probability (%) Odds Ratio

Hiking/Camping

0.00025

1.0

Hunting

0.00055

2.2

Working Outdoors

0.0002

0.8

Other Activities

0.0001

0.4

Risk probabilities are derived from a 2019 study showing 50% of attacks occur during leisure activities like hiking/camping, 24% during work-related activities, and 22% during hunting (https://www.nature.com/articles/s41598-019-44341-w). Hunting has a higher probability (0.00055%) due to stealth and attractants. Odds ratios are scaled relative to hiking/camping (baseline = 1.0). Probabilities are adjusted to reflect USA-specific data from 2000–2015 (183 attacks).

  RiskModel: Grizzly Bear Attacks in the USA/Data:activity_risk
Calculation: activity_risk_probability * activity_odds_ratio
    Content: Your activity-based risk is about {result}%

Season

Season Risk Probability (%) Odds Ratio

August

0.0004

2.0

Other Active Months

0.0002

1.0

Hibernation Season

0.0

0.0

August has the highest attack rate (0.0004%) due to peak human activity and bear foraging (https://www.eagleeyeadventures.com/post/peak-grizzly-bear-attack-season-when-to-be-extra-cautious). Other active months (April–October) have a lower