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The Milliman Guarantee Index and Milliman Hedge Cost Index

Milliman Guarantee Index (MGI)

The Milliman Guarantee Index™ (MGI) provides volatility parameters that variable annuity (VA) guarantee writers can use for VA guarantee valuation and risk management. To construct the monthly MGI, Milliman reflects market data through an analytical process that produces a one- to 30-year term structure of volatility and a correlation matrix for various market indices. The index provides volatility parameters for VA guarantee valuation on a monthly basis, incorporating a risk adjustment that reflects the uncertainty in the ultimate cost of funding VA guarantee claims.

Milliman Hedge Cost Index (MHCI)

The Milliman Hedge Cost Index ™ provides the estimated hedging cost for hypothetical lifetime guaranteed minimum withdrawal benefit (lifetime GMWB) blocks, based on product specifications and modeling assumptions as described in the MHCI Methodology document. The MHCI includes two variations of product design, viz., GLWB rider on variable annuity (VA) and GLWB rider on registered index linked annuity (RILA). The expected hedge cost is calculated using product features for generic lifetime GMWBs in line with product designs common in the market. Likewise, the modeling assumptions are based on typical actuarial and behavioral assumptions widely used by annuity writers in the marketplace. The Milliman Hedge Cost Index is a widely used reference point for insurance companies, investment banks, hedge funds, and others that participate in the annuity marketplace as issuers or investors. Milliman conducts annual reviews of the product features and assumptions underlying the MHCI and will implement updates to the assumptions as and when appropriate to keep pace with market trends and industry practice. It is also available to Bloomberg subscribers under the ticker MLHCI Index.

For more information or questions about the Milliman Guarantee Index and the Milliman Hedge Cost Index, contact:

Daren Lockwood
Phone: +1 312.726.0677

Ram Kelkar
Phone: +1 312.726.0677

Xiaohong Mo
Phone: +1 312.726.0677

Genesis of Milliman Guarantee Index (MGI) and Milliman Hedge Cost Index (MHCI)

Life insurers subject to U.S. GAAP accounting are currently valuing VA guarantees using methodologies that do not reflect the illiquidity of the guarantees.

VA writers commonly use data from the over-the-counter (OTC) options market for volatility parameters when valuing guarantees. However, VA guarantees have no cash value; therefore, life insurers are not exposed to the risk of forced liquidation. The OTC market is dominated by hedge funds and investment banks that are exposed to forced liquidation, which can trigger cycles of volatile option price movements.

Moreover, VA guarantees are commonly 20- to 30-year options, whereas the OTC options market is generally a one- to five- or seven-year market at most. Given that the liquidity characteristics of VA guarantees do not match those in the OTC options market, and given that there is no activity in the OTC options market in the 20- to 30-year maturity range, life insurers must look elsewhere to meet the requirements of FAS 157, which contains guidelines applicable to VA guarantee valuation.

Milliman developed the MGI to provide a set of volatility parameters for VA guarantee valuation incorporating a risk adjustment that reflects the uncertainty in the ultimate cost of funding VA guarantee claims. The methodology for MGI is aligned with the guidance in the FASB position papers FAS 157-3 and FAS 157-4, and the Practice Note on FAS 157 and FAS 159 issued by the American Academy of Actuaries.

In conjunction with the launch of MGI, Milliman also began publishing the MHCI to create a benchmark for VA hedging cost for a hypothetical lifetime GMWB block, in order to provide a reference point for insurance companies, investment banks, hedge funds, and others that participate in the VA marketplace as issuers or investors. The MHCI is used by audiences such as equity analysts and risk managers to track and understand changes in VA hedging cost.

In response to the increasing popularity of the RILA product, and the similarities between hedging considerations for GLWB on RILA and GLWB on VA liabilities, Milliman now publishes a RILA GLWB hedge cost index alongside the existing VA GLWB hedge cost index under the MHCI umbrella.

Disclaimer: The information contained on this web page is provided for general informational use only and should not be construed as accounting advice. Subscribers to the Milliman Guarantee Index and users of the Milliman Hedge Cost Index should consult their own financial, accounting, and other advisors to the extent they consider necessary, and make all decisions solely based upon their own judgment and advice from their advisors.

Milliman Experts

Connect with Milliman experts

To obtain a copy of a White Paper on the Milliman Guarantee Index or to subscribe to the Index, contact:

Ram Kelkar headshot

Ram Kelkar

Principal, Managing Director, Financial Risk Management, Capital Markets

Ram Kelkar is a principal and managing director, and heads up the Capital Markets and Trading Group of Milliman’s Financial Risk Management Practice (FRM). He manages the trading teams in Sydney, London, Amsterdam, and Chicago th...

To receive information on the Hedge Cost Index, or to obtain previous issues, contact:

Xiaohong Mo headshot

Xiaohong Mo

Principal

Xiaohong is a principal and consulting actuary with Milliman's Financial Risk Management practice in Chicago. She joined the firm in 2005.

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