The evolution of data in the fixed income market - The TRADE (2024)

Over the past few years, the fixed income market has experienced a remarkable evolution in both product offerings and the utilisation of data-driven insights. As the financial landscape rapidly changes, driven by technological advancements, shifting investor preferences, and regulatory changes, the fixed income market has adapted to these dynamics to better serve market participants.

The evolution of data in the fixed income market - The TRADE (1)

The integration of ESG factors into the fixed income market has been one of the most notable trends. With climate change becoming a pressing issue globally, there has been a surge in the issuance of ESG-centric bonds, including green, social, and sustainability bonds. These all serve as a means for issuers to raise capital for projects aligned with ESG objectives, while catering to the growing demand from investors who seek to align their investments with sustainability goals.

In addition to this, fixed income issuers have increasingly embraced innovation by structuring bonds tailored to specific investor needs. Structured bonds, with features such as adjustable coupon rates or embedded options, allow investors to better manage risk and exposure to the ever-fluctuating interest rate adjustments we have all experienced in recent times.

Lastly, exchange traded funds (ETFs) in the fixed income space have also continued to proliferate, as they provide exposure to niche fixed income segments such as emerging markets, high yield, and municipal bonds. These ETFs offer investors a convenient way to access a diversified portfolio of bonds while benefiting from intraday trading and transparency.

Aside from the above trends, the value of alternative data sources within the fixed income market are also worth noting. Over the past few years, market participants have started incorporating non-traditional data like satellite imagery, social media sentiment, supply chain data sentiment and online transaction data into their analysis. These alternative datasets offer unique insights into credit risk, issuer performance, and macroeconomic trends, enabling investors to make more informed decisions. Deutsche Börse has thrown its hat into the ring in this regard and developed datasets in partnership with Clearstream who are a leading International central securities depository that has unique visibility into security holdings and transactional data. Clearstream Bond Liquidity provides unique post-trade settlement and transaction data by shining a light on the Eurobond market on a T+1 basis. The data feed can be used to fairly value fixed income assets and portfolios as well as generate unique liquidity scores in addition to measuring liquidity and systemic risk of bond issuers.

On top of alternative data sources, the application of machine learning and AI in the fixed income market has also gained traction. Financial institutions are leveraging these technologies to analyse large volumes of data and extract actionable insights. AI-driven tools have the potential to enhance trading strategies and risk management and it is for this reason that Deutsche Börse has partnered with Overbond to leverage their AI technology. Through the partnership with Deutsche Börse and Clearstream, Overbond’ s customers can gain access to settlement-level fixed-income transaction data derived from the 170 million transactions that Clearstream processes annually across 100 currencies and 60 domestic markets.

Regulatory changes have also played a pivotal role in shaping the fixed income landscape in recent years. Evolving regulations such as Mifid II in Europe and SEC reporting requirements in the US have placed greater emphasis on transparency, reporting, and investor protection. These reforms have driven market participants to adopt advanced technologies for compliance and reporting.

Another important factor influencing the fixed income market has been the intensity of efforts to standardise and consolidate data as it has historically suffered from fragmentation and lack of uniformity. Initiatives, such as the plan to build a consolidated tape in Europe, aims to address these issues by creating a centralised source of bond trade data. The European Union aims to enhance price discovery, enable better analysis of liquidity, and facilitate post-trade reporting. Moreover, the EU is intent on levelling the playing field for all market participants, from institutional investors to retail traders. The tape would aggregate data from various trading venues, providing easier monitoring of market trends, assessing market depth, and evaluating the true cost of trading.

Lastly, a predominant factor shaping the market has been the digital transformation of fixed income processes in recent years. Market participants are embracing electronic trading platforms, primary issuance workflow tools, automation tools, and digital settlement processes. These advancements streamline trade execution, reduce operational risks, and enhance efficiency throughout the trade lifecycle. A recent example of this at Deutsche Börse was when KfW launched the first digital fixed income bond in the form of a central register security on the German Electronic Securities Act (eWpG). The issue was carried out by Clearstream on Deutsche Börse’s D7 digital post-trade platform.

In conclusion, the fixed income market has undergone a significant transformation in product offerings and the utilisation of data-driven insights over the past two years. The integration of ESG considerations, the expansion of innovative bond structures, and the growing importance of alternative data sources reflect the market’s responsiveness to evolving investor preferences. Additionally, advancements in data analytics, AI, and machine learning have empowered investors and market participants with more sophisticated tools for analysis and decision-making. With ongoing regulatory changes and the continuous push for digitalisation, the fixed income market is poised for further evolution in the coming years, catering to the changing demands of investors and the broader financial ecosystem.

For further information on Deutsche Börse’s fixed income analytics offerings, please visit: https://www.mds.deutsche-boerse.com/mds-en/analytics or email analytics@deutsche-boerse.com

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The evolution of data in the fixed income market - The TRADE (2)

The evolution of data in the fixed income market - The TRADE (2024)

FAQs

What is fixed-income trade? ›

Fixed income trading involves the buying and selling of fixed income securities by fixed income investors. Fixed income securities include bonds such as investment-grade or high-yield corporate bonds, government bonds and inflation-linked bonds.

What is the history of fixed-income? ›

The earliest known evidence of fixed income was a bond agreement found from circa 2400 B.C. at the Nippur site in modern day Iraq. It outlined a guaranteed payment of grain by the principal, as well as guaranteed reimbursem*nt if the principal could not meet that payment.

What is happening in fixed income markets? ›

Weekly fixed income update highlights

Total returns were negative for Treasuries, investment grade corporates, taxable munis, MBS and emerging markets. Total returns were positive for high yield corporates and senior loans; preferreds and CMBS outperformed similar-duration Treasuries. Municipal bond yields declined.

What is fixed-income data? ›

Fixed Income Reference Data includes a wide range of information, such as issuer details (name, country, sector), security identifiers (ISIN, CUSIP, ticker symbol), coupon rates, maturity dates, callability features, credit ratings from rating agencies, bond types (government, corporate, municipal), payment frequencies ...

Is fixed-income trading profitable? ›

Final Words. Fixed-Income Trading allows investors to earn steady and guaranteed returns on their investments and mitigate their risk by a huge margin.

What is the main role of a fixed-income trader? ›

A fixed income trader is a financial professional who executes security trades on behalf of institutional and retail clients based on equity research relating to fixed income investments. They generally work for broker-dealers and banks.

Who is the father of fixed-income? ›

Bill Gross

What is the theory of fixed-income? ›

Key Takeaways. Fixed income refers to assets and securities that pay a set level of income to investors, typically in the form of fixed interest or dividends. Government and corporate bonds are the most common types of fixed-income products.

What are the derivatives of fixed-income? ›

Derivatives. Fixed income derivatives include interest rate derivatives and credit derivatives. Often inflation derivatives are also included into this definition. There is a wide range of fixed income derivative products: options, swaps, futures contracts as well as forward contracts.

What are the main drivers of fixed income market? ›

The main factors that impact the prices of fixed-income securities include interest rate changes, default or credit risk, and secondary market liquidity risk.

What are the risks of fixed income market? ›

Fixed income securities also carry inflation risk, liquidity risk, call risk, and credit and default risks for both issuers and counterparties. Any fixed income security sold or redeemed prior to maturity may be subject to loss.

How do you analyze fixed-income markets? ›

Elements of Fixed Income Analysis
  1. Analysis of the company's financial statements.
  2. Assessment of creditworthiness and capacity to pay.
  3. Analysis of collateral and covenants.
  4. Risk Analysis. Corporate fixed-income securities are exposed to certain risks, which can include one or more of the following. Interest rate risk.

How big is the US fixed income market? ›

Fixed income outstanding totaled $45.1T this quarter, an increase of 1.7% Q/Q and 6.7% Y/Y.

Is fixed income good or bad? ›

Fixed-income provides stability and regular cash flow, while stock investments offer growth over time, albeit at the expense of volatility. So a good investor can design a portfolio with both elements to meet their short- and long-term needs.

What is financial analysis for fixed income? ›

Fixed income analysis is the process of determining the value of a debt security based on an assessment of its risk profile, which can include interest rate risk, risk of the issuer failing to repay the debt, market supply and demand for the security, call provisions and macroeconomic considerations affecting its value ...

What is a fixed-income carry trade? ›

Fixed income carry: Seeks returns from the difference between a bond's yield and the cost to finance its purchase.

How much does a fixed-income trader make? ›

The average Fixed Income Trader salary in the United States is $96,428 as of June 27, 2024, but the salary range typically falls between $68,383 and $133,775.

What is the difference between equity trading and fixed-income trading? ›

Equity securities are financial assets that represent shares of a corporation. Fixed income securities are debt instruments that provide returns in the form of periodic, or fixed, interest payments to the investor.

Is fixed-income a good investment? ›

Fixed-income investing can be a good strategy for new investors who want stability and regular income. Bonds and other fixed-income assets offer reliable returns and can help manage risk, as they are less volatile than stocks.

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