Put options power up variable annuities
Insurance quants increase risk-adjusted profits using novel hedging technique
Variable annuities are a popular long-term investment vehicle and a common component of retirement schemes. In the US alone, about $100 billion of variable annuities are sold every year, making up about half the total annuities market.
But there is no standard way for insurance companies to hedge the risk of variable annuity contracts.
Two industry practitioners have put forward a new hedging method using protective put options. They estimate that the technique can improve risk-adjusted profits for insurers’ variable annuity portfolios by 60%.
The improvement comes from two sources: more efficient use of options as a hedging tool, and a reduction in the capital charges for insurers.
The approach is based on the assumption that a variable annuity can technically be seen as an option on the future value of the premiums. “The liabilities can be modelled as long-dated options and we use short-dated put options to hedge them. And we are framing how to calculate that hedge and optimise capital requirements,” explains Vivek Shah, who oversees investment and hedging solutions at Prudential plc in London. Shah co-authored the research with Benoit Vaucher, director of research at Edhec Business School.
Hedging variable annuities is important because of the nature of the product. The contracts often come with various types of guarantee, making the management of the liabilities more complex for providers. Since variable annuities are affected by market risk, volatility and other factors, the provider must use hedging to ensure the policy delivers the guaranteed income at maturity.
Moreover, insurers need to hold regulatory capital to protect their portfolios in case of sudden drawdowns or a stressed environment. As regulators in Asia, Europe and the US are moving towards the use of risk-based capital metrics, hedging can help reduce the charges by reducing the exposure of the insurers’ portfolios.
Despite the key role of hedging in the performance of these products, the topic is not widely explored in financial theory and literature. The effect of hedging on capital charges is often neglected in the industry, too. “It’s feasible that even among the big institutions this issue hasn’t been properly addressed,” says Shah.
Hedging variable annuities with put options is not simple. The insurer’s liabilities typically have maturities of 20–30 years, while the put options have much shorter maturities, 10 years at best, and are possibly illiquid. The two cannot directly match.
There needs to be greater dialogue between investment banks and insurance firms on how derivative hedging solutions can address insurance firms’ long-dated liabilities and regulatory capital requirements
Vivek Shah, Prudential
Shah and Vaucher’s proposed strategy relies on optimising the P&L of the variable annuity portfolio and its hedges to take into account risk-based capital charges, in addition to market factors and specific elements such as management fees. They do so by rolling positions on put options and rebalancing with a set frequency. To determine the quantity of put options needed, the authors use a backward-recursive method that computes the value of the optimal hedging portfolio for each possible value of the underlying.
Their study shows that the strategy significantly improves risk-adjusted profits for the insurer, in simulations run with a realistic parameterisation and fat-tailed distributions.
The technique doesn’t just exist on paper; it’s also in real-world use, Shah reveals. “In production at Prudential’s US subsidiary, Jackson National Life, a more sophisticated version of this approach is implemented and constantly updated and improved,” he says.
The motivation behind the initial project comes from what Shah perceives as a lack of fully satisfactory support from banks on hedging issues that are specific to the insurance sector.
Banks offer derivative products to insurers looking to hedge their long-term liabilities, but don’t go far in advising on the optimal strategies for their clients, Shah says. Banks also don’t take into account the interconnectedness between hedging strategy and capital charges. Shah, who has a banking background and knows well the other side of the fence, decided to proactively suggest a possible solution. “Essentially what we’re trying to do here is to find the optimal hedging strategy that can be offered to insurance firms to help them manage their longer-dated liabilities” he says.
“There needs to be greater dialogue between investment banks’ structuring and trading teams and insurance firms on how derivative hedging solutions can address insurance firms’ long-dated liabilities and regulatory capital requirements; both in the interest rate and equity dimensions,” he adds.
コンテンツを印刷またはコピーできるのは、有料の購読契約を結んでいるユーザー、または法人購読契約の一員であるユーザーのみです。
これらのオプションやその他の購読特典を利用するには、info@risk.net にお問い合わせいただくか、こちらの購読オプションをご覧ください: http://subscriptions.risk.net/subscribe
現在、このコンテンツを印刷することはできません。詳しくはinfo@risk.netまでお問い合わせください。
現在、このコンテンツをコピーすることはできません。詳しくはinfo@risk.netまでお問い合わせください。
Copyright インフォプロ・デジタル・リミテッド.無断複写・転載を禁じます。
当社の利用規約、https://www.infopro-digital.com/terms-and-conditions/subscriptions/(ポイント2.4)に記載されているように、印刷は1部のみです。
追加の権利を購入したい場合は、info@risk.netまで電子メールでご連絡ください。
Copyright インフォプロ・デジタル・リミテッド.無断複写・転載を禁じます。
このコンテンツは、当社の記事ツールを使用して共有することができます。当社の利用規約、https://www.infopro-digital.com/terms-and-conditions/subscriptions/(第2.4項)に概説されているように、認定ユーザーは、個人的な使用のために資料のコピーを1部のみ作成することができます。また、2.5項の制限にも従わなければなりません。
追加権利の購入をご希望の場合は、info@risk.netまで電子メールでご連絡ください。
詳細はこちら 我々の見解
粘着性のあるインフレに対する懸念がくすぶり続けている
Risk.netの調査によると、投資家たちはインフレの終息を宣言する準備がまだ整っていないことが判明しましたが、それには十分な理由があります。
トランプ流の世界がトレンドにとって良い理由
トランプ氏の政策転換はリターンに打撃を与えました。しかし、彼を大統領の座に押し上げた勢力が、この投資戦略を再び活性化させる可能性があります。
Roll over, SRTs: Regulators fret over capital relief trades
Banks will have to balance the appeal of capital relief against the risk of a market shutdown
オムニバス(法案)の下に投げる:GARはEUの環境規制後退を乗り切れるのか?
停止措置でEU主要銀行の90%が報告を放棄で、グリーンファイナンス指標が宙ぶらりんな状態に
コリンズ修正条項はエンドゲームを迎えたのでしょうか?
スコット・ベッセント氏は、デュアル・キャピタル・スタックを終わらせたいと考えています。それが実際にどのように機能するかは、まだ不明です。
トーキング・ヘッズ2025:トランプ氏の大きな美しい債券を購入するのは誰でしょうか?
国債発行とヘッジファンドのリスクが、マクロ経済の重鎮たちを悩ませています。
AIの説明可能性に関する障壁は低くなってきている
改良され、使いやすいツールは、複雑なモデルを素早く理解するのに役立ちます。
BISの取引高はトレンドを大きく上回っているのか
最新の3年ごとの調査において、外国為替市場の日次平均取引高は9.6兆ドルに急増しましたが、これらの数値は代表的なものと言えるでしょうか。