Objective: To identify and quantify attributes that lead to unanticipated cost escalation in workers' compensation claims.
Methods: We constructed four claim categories: low initial reserve/low cost, migrated catastrophic (low initial reserve/high cost), high initial reserve/low cost, and catastrophic (high initial reserve/high cost). To assess the attributes associated with the increased cost of migrated catastrophic claims, we analyzed 36,329 Louisiana workers' compensation claims in the four categories over a 5-year period.
Results: In the 729 claims initially thought to be low-cost claims (migrated catastrophic), the most significant predictors for cost escalation were attorney involvement and claim duration, followed by low back disorder, married/single/divorced status, male gender, small company size, high premium, reporting delays, and older age. These injuries accounted for 2% of all claims but 32.3% of the costs. Accelerated escalation of costs occurred late in the claim cycle (2 years).
Conclusion: Certain attributes, particularly attorney involvement and claim duration, are associated with unanticipated cost escalation in a small number of claims that drastically affect overall losses. The results of this study suggest that these cases may be identified and addressed before rapid escalation occurs.