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The impact of enterprise risk management on the marginal cost of reducing risk: Evidence from the insurance industry

Journal of Banking & Finance 2014 43, 247-261
We test the hypothesis that practicing enterprise risk management (ERM) reduces firms’ cost of reducing risk. Adoption of ERM represents a radical paradigm shift from the traditional method of managing risks individually to managing risks collectively allowing ERM-adopting firms to better recognize natural hedges, prioritize hedging activities towards the risks that contribute most to the total risk of the firm, and optimize the evaluation and selection of available hedging instruments. We hypothesize that these advantages allow ERM-adopting firms to produce greater risk reduction per dollar spent. Our hypothesis further predicts that, after implementing ERM, firms experience profit maximizing incentives to lower risk. Consistent with this hypothesis, we find that firms adopting ERM experience a reduction in stock return volatility. We also find that the reduction in return volatility for ERM-adopting firms becomes stronger over time. Further, we find that operating profits per unit of risk (ROA/return volatility) increase post ERM adoption.

Reprint of: The impact of enterprise risk management on the marginal cost of reducing risk: Evidence from the insurance industry

Journal of Banking & Finance 2014 49, 409-423
We test the hypothesis that practicing enterprise risk management (ERM) reduces firms’ cost of reducing risk. Adoption of ERM represents a radical paradigm shift from the traditional method of managing risks individually to managing risks collectively allowing ERM-adopting firms to better recognize natural hedges, prioritize hedging activities towards the risks that contribute most to the total risk of the firm, and optimize the evaluation and selection of available hedging instruments. We hypothesize that these advantages allow ERM-adopting firms to produce greater risk reduction per dollar spent. Our hypothesis further predicts that, after implementing ERM, firms experience profit maximizing incentives to lower risk. Consistent with this hypothesis, we find that firms adopting ERM experience a reduction in stock return volatility. We also find that the reduction in return volatility for ERM-adopting firms becomes stronger over time. Further, we find that operating profits per unit of risk (ROA/return volatility) increase post ERM adoption.

Accounting-Based Regulation: Evidence from Health Insurers and the Affordable Care Act

The Accounting Review 2021 96(2), 231-259
The Patient Protection and Affordable Care Act (ACA) requires that insurers spend a minimum amount of their premium revenue on policyholder benefits. The Act specifies enforcement via a combination of insurer self-reporting, government examinations, and payment of policyholder rebates in cases where insurers fail to meet the required spending amount. We find that insurers' reported estimates are consistently overstated in situations in which more accurate estimates would have triggered rebate payments; publicly traded insurers (particularly those exhibiting poor financial reporting quality) exhibit the strongest evidence of strategic over-estimating. In aggregate, we estimate that approximately 14 percent of insurers engage in strategic over-estimates, and that insurer over-estimates resulted in hundreds of millions of dollars in underpaid policyholder rebates. Our study illustrates how a combination of regulatory design choices and lax oversight can weaken the effectiveness of accounting-based regulation and have substantial economic consequences.