Robert Czech, Shiyang Huang, Dong Lou and Tianyu Wang

In the course of the March 2020 ‘sprint for money’, 10-year gilt yields elevated by greater than 50 foundation factors. This big yield spike was accompanied by the heavy promoting of gilts by mutual funds and insurance coverage corporations and pension funds (ICPFs). Specializing in the latter group, we argue in a current paper that ICPFs’ irregular buying and selling behaviour on this interval was partly a results of the greenback’s international dominance: ICPFs make investments a big portion of their capital in greenback property and hedge these exposures by overseas trade (FX) derivatives. Because the greenback appreciated in March 2020, ICPFs bought massive portions of gilts to fulfill margin calls on their short-dollar by-product positions, contributing to the yield spike within the gilt market.
Background
However let’s take a step again. Authorities bonds issued by developed international locations (eg Germany, United Kingdom and United States) are sometimes seen because the most secure and most liquid property within the monetary system. In disaster intervals, these high-quality property historically expertise massive shopping for demand from buyers and consequently respect in worth – a phenomenon labelled ‘flight to security’. Within the current Covid-19 (Covid) disaster, nevertheless, there was a worldwide selloff of those liquid, secure monetary property.
This stunning commentary has impressed many monetary market commentaries and educational research. For the US treasury market, for instance, analyses present that the market disruption was pushed by the promoting stress of mutual funds, hedge funds, overseas buyers and US households. On the identical time, supplier banks had been unable to soak up the promoting stress on account of binding steadiness sheet constraints. Solely the big emergency intervention of the Federal Reserve helped to stabilise this important monetary market.
What we do
We complement these insights for the US by offering novel proof for the UK gilt market. First, we use supervisory knowledge to acquire granular data on the asset and derivatives holdings of UK insurers. To look at the extent to which UK insurers hedge the forex danger of their overseas asset holdings, we regress insurers’ hedging exercise within the FX derivatives market on their asset holdings within the respective forex. Subsequent, we mix the supervisory holdings knowledge with data on gilt transactions from the FCA’s MiFID II database, in addition to estimated variation margin (VM) calls for on ICPFs’ derivatives positions in March 2020 based mostly on the EMIR Commerce Repository knowledge. We use these further knowledge to regress insurers’ VM calls for through the Covid disaster on their end-2019 FX greenback hedging positions. Moreover, we regress ICPFs’ web gilt buying and selling volumes on their VM calls for throughout a spread of various by-product varieties, whereas controlling for varied confounding elements. Lastly, we additionally analyse the impression of ICPFs’ promoting stress on yields within the gilt market, individually for short-term (<=5Y) and long-term (>5Y) gilts.
To recap, the 10-year gilt yield rose sharply by greater than 50 foundation factors through the sprint for money between 10 and 18 March 2020, earlier than it dropped once more to earlier ranges after the Financial institution of England’s intervention on 19 March 2020 (Chart 1). Utilizing the transaction-level MiFID II knowledge, we present that the big yield spike was accompanied by heavy promoting of mutual funds (£4.5 billion) and ICPFs (£3.8 billion), in addition to the pre-scheduled gilt auctions of the Debt Administration Workplace of round £4 billion. Importantly, this promoting of over £12 billion of gilts in a window of solely seven buying and selling days was solely absorbed by banks and hedge funds.
Chart 1: US$/GBP trade price and UK authorities bond yields

Whereas the promoting behaviour and worth impression of mutual funds are nicely documented, the big gilt gross sales by ICPFs got here as considerably of a shock provided that ICPFs often are usually passive, long-term buyers within the gilt market. We argue that this irregular behaviour was partly pushed by the worldwide reserve forex standing of the US greenback. However why precisely?
What we discover
UK insurers held almost £250 billion of greenback denominated property of their portfolios on the finish of 2019, which equals roughly 12% of their complete capital. Insurers hedge these positions by promoting US$ ahead by FX derivatives (ie they ship US {dollars} and obtain pound sterling on the finish of the contract). The magnitude of those hedges is substantial: our analyses present that insurers provoke a hedge of almost 50 cents for each greenback of US$ publicity, on common.
In the course of the Covid disaster, nevertheless, buyers had been in determined want of {dollars}, and the US greenback noticed a ten% appreciation in opposition to sterling through the sprint for money (Chart 1). When the greenback appreciated, many UK-based ICPFs acquired margin calls on their hedging positions – the estimated VM calls for on ICPFs’ FX derivatives alone amounted to £6.4 billion. Strikingly, we discover that an insurer with an above-average US$ FX hedging place paid £62 million extra VM per day through the sprint for money in comparison with an insurer with a hedging place beneath the pattern median (Chart 2).
Chart 2: Estimated FX variation margin calls for (in £ thousands and thousands) on below-average (blue line) and above-average (pink line) US$ FX by-product hedgers

Subsequent, our findings reveal that ICPFs bought massive portions of gilts once they needed to meet VM calls through the sprint for money. Extra exactly, we present that ICPFs’ gilt promoting was largely pushed by VM calls on their FX derivatives, whereas VM calls for on different distinguished derivatives varieties – resembling rate of interest swaps or inflation swaps – solely performed a minor function. We additionally discover that ICPFs adopted a liquidity ‘pecking order’ and predominantly bought comparatively liquid gilts.
Lastly, we present that ICPFs’ promoting stress additionally had a major impression on yields, notably for long-term (>5Y) gilts: a one-standard-deviation improve in ICPFs’ promoting is related to a 30 foundation factors improve in long-term gilt yields through the sprint for money.
Monetary stability implications
All in all, our findings reveal a novel mechanism by which the reserve forex standing of the greenback can have a big impression on authorities bond yields outdoors the US. Non-US establishments maintain big quantities of greenback denominated property and hedge these exposures by promoting {dollars} ahead by FX derivatives. Nevertheless, the greenback tends to understand in opposition to different currencies in disaster intervals, resulting in massive margin calls on these FX hedging positions. Establishments then promote their secure and liquid property to fulfill margin calls or to replenish their liquidity buffers, thereby contributing to yield spikes within the home authorities bond market.
You will need to observe, nevertheless, that investments in greenback denominated property and the accompanying FX hedges present fascinating portfolio diversification for non-US buyers, specifically ICPFs. In opposition to this backdrop, the query arises whether or not policymakers may encourage ICPFs to raised handle their liquidity in disaster intervals by enhancing the sector’s danger monitoring and liquidity preparedness. Moreover, margin calls might be made extra predictable, eg by extra clear margin calculations. Such measures might assist to forestall an identical liquidity drain within the ICPF sector in future downturns, and mitigate unfavourable results of a greenback appreciation on costs and liquidity within the UK gilt market.
Robert Czech works within the Financial institution’s Analysis Hub, Shiyang Huang works at Hong Kong College, Dong Lou works at LSE and CEPR, and Tianyu Wang works at Tsinghua College.
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