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Grizzly Bear Attacks in the USA/Data

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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 (). Yellowstone’s rate (0.000037%) is based on 1 in 2.7 million visits (). Glacier’s rate (0.0001%) is estimated from regional data (). Other Lower 48 states have lower rates due to fewer grizzlies (). Non-grizzly areas have zero risk. Odds ratios are scaled relative to Glacier National Park (baseline = 1.0) based on attack frequency data. [](https://dogsacademy.org/bear-attack-statistics/)[](https://www.nps.gov/articles/bearattacks.htm)[](https://dogsacademy.org/bear-attack-statistics/)

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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 (). 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). [](https://www.nature.com/articles/s41598-019-44341-w)

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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 (). Other active months (April–October) have a lower rate (0.0002%). Hibernation season (November–March) has zero risk. Odds ratios are scaled relative to other active months (baseline = 1.0). Probabilities are estimated from North American data (). [](https://www.eagleeyeadventures.com/blog/peak-grizzly-bear-attack-season-when-to-be-extra-cautious)[](https://www.nature.com/articles/s41598-019-44341-w)

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Precautionary Measures

Precautionary Measures Risk Probability (%) Odds Ratio

Bear Spray and Food Storage

0.00005

0.25

Bear Spray Only

0.0001

0.5

Food Storage Only

0.00015

0.75

No Precautions

0.0002

1.0

Bear spray reduces attack success by 90% (), and proper food storage reduces attractant-related attacks. Combining both lowers risk significantly (0.00005%). Odds ratios are scaled relative to no precautions (baseline = 1.0). Probabilities are adjusted based on baseline risk from other tables and effectiveness data (). [](https://www.eagleeyeadventures.com/blog/peak-grizzly-bear-attack-season-when-to-be-extra-cautious)[](https://www.nps.gov/articles/bearattacks.htm)

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riskmodel location.risk_probability * activity.odds_ratio * season.odds_ratio * precautions.odds_ratio: bad expression .risk_probability * activity.odds_ratio * season.odds_ratio * precautions.odds_ratio