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Alcohol abuse is a growing problem in the military, and a costly one. The present study evaluates the potential role of psychological hardiness, an individual resilience resource, to stress-related problem drinking in a military population. We assess the association of psychological hardiness and avoidance coping style with alcohol use patterns in a large national sample of Norwegian military defense personnel. Results show that low hardiness and high avoidance coping are significant predictors of alcohol abuse. Also, the challenge facet of hardiness predicts risk of alcohol abuse among respondents with recent deployment experience, and this effect is greater for those with harsh deployment experiences. Older defense workers are also at higher risk, suggesting cumulative occupational stress may take a toll. This research indicates that hardiness and avoidance coping measures may serve as useful adjunct screening tools for alcohol abuse in the military.