After the initial sale of a new issue in the primary market, fixed income securities holders (i.e. investors) may trade the securities throughout the life of the security in the secondary market. The secondary market allows holders of fixed income securities to sell their position rather than hold them to maturity and allows investors to purchase existing fixed income securities for their portfolio.
Fixed income securities are generally traded over-the-counter (OTC) through a decentralized dealer network. This contrasts the equity markets, where securities can be readily traded on centralized exchanges. In particular, sales and trading desks at investment banks (dealers) facilitate transactions between buyers and sellers in the secondary bond market. In the secondary market, dealers can be:
Electronic trading platforms, usually in the form of interdealer networks provide an alternative marketplace to trade fixed income securities.
A liquidity score is a numeric value representing the relative liquidity of a security.
Overbond’s liquidity scoring model generates a score of one to three, with one being assigned to the most liquid 25% of securities, two to the middle 25% and three to the remaining 50%.
To generate liquidity scores, the model captures variables that directly or indirectly represent some of the factors that may put pressure on a bond’s liquidity and then uses an AI model to convert them to a single score.
These factors include, but are not limited to:
Bid/Ask Spread - Captures the transaction cost of a secondary trade
Volatility of Quotes/Trades - Captures the resiliency of the market to new quotes for the bond
Number of Quotes/Trades - Captures the breadth of the market
Size of Trade – Used to assess the size of order that can be traded
Dealer Count - Captures the availability of market making for the bond and is an Indirect measure of market depth
Trade Clustering - Captures the nature of recent trades to understand if it is a buyers’ or sellers’ market
Liquidity scores are used for trade automation and risk management by both the buy-side and sell-side.
Liquidity in the secondary bond market is often characterized as broad but shallow due to the nature of key institutional fixed income investors, particularly insurance companies and pension funds, as they employ a “buy-and-hold” strategy. An excerpt by BlackRock addressing liquidity trends in the global bond markets:
Bond markets are changing as a result of a number of different factors. To start, Central Banks have been employing extraordinary measures to maintain low interest rates for an extended period of time. Bond issuance has increased as issuers take advantage of borrowing at historically low rates. At the same time, de-leveraging across the financial system is ongoing and broker-dealers’ trading inventories have been markedly reduced, mainly due to the elimination of proprietary trading resulting from regulatory reforms such as the Volcker Rule in the US. Broker-dealers continue to make markets in fixed income; however, their market making activities are more constrained than before. Taken together, the result is that the number of bonds outstanding has significantly outpaced increases in trading volumes, therefore resulting in lower turnover (volume as a percentage of outstanding).
- Addressing Market Liquidity (July 2015) by BlackRock