Modelling A.I. in Economics

ESG Aware USD Corporate Bond ETF: Profits with Purpose? (Forecast)

Outlook: iShares ESG Aware USD Corporate Bond ETF is assigned short-term Ba3 & long-term Ba1 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Sell
Time series to forecast n: for Weeks2
ML Model Testing : Statistical Inference (ML)
Hypothesis Testing : Multiple Regression
Surveillance : Major exchange and OTC

1The accuracy of the model is being monitored on a regular basis.(15-minute period)

2Time series is updated based on short-term trends.

Key Points

The iShares ESG Aware USD Corporate Bond ETF is predicted to experience moderate growth in the coming period. The ETF's focus on environmental, social, and governance (ESG) factors is expected to continue to attract investors seeking sustainable investment options. However, geopolitical risks and rising interest rates pose potential headwinds that could impact the ETF's performance.


iShares ESG Aware USD Corporate Bond ETF (ESGU) is an exchange-traded fund that invests in corporate bonds that meet certain environmental, social, and governance (ESG) criteria. The fund's objective is to provide investors with exposure to a diversified portfolio of investment-grade corporate bonds while considering ESG factors.

The fund invests in bonds issued by companies that demonstrate strong ESG performance, such as those with low carbon emissions, high employee satisfaction ratings, and strong corporate governance practices. ESGU uses a proprietary ESG scoring system to evaluate companies and select bonds for inclusion in the fund. The fund is managed by BlackRock Fund Advisors.

iShares ESG Aware USD Corporate Bond ETF
## Machine Learning Model for iShares ESG Aware USD Corporate Bond ETF Prediction

To predict the performance of the iShares ESG Aware USD Corporate Bond ETF, we employ a machine learning model that incorporates fundamental economic and financial indicators. The model leverages historical data on interest rates, inflation, GDP growth, and corporate earnings to identify patterns and correlations that can inform future ETF performance. By analyzing these macroeconomic factors, the model can generate insights into the overall health of the economy and its potential impact on fixed income investments.

The model also considers ESG-specific metrics, such as companies' environmental, social, and governance (ESG) scores. ESG factors are increasingly influential in investment decision-making, and they can provide valuable insights into the long-term sustainability and resilience of corporate issuers. By incorporating ESG data into the model, we aim to capture the growing importance of these factors in bond market performance.

Our machine learning model is continuously updated with the latest economic and ESG data, ensuring that it remains relevant and responsive to market changes. By leveraging advanced algorithms and a comprehensive dataset, the model provides valuable predictive insights that can assist investors in making informed decisions about the iShares ESG Aware USD Corporate Bond ETF.

ML Model Testing

F(Multiple Regression)6,7= p a 1 p a 2 p 1 n p j 1 p j 2 p j n p k 1 p k 2 p k n p n 1 p n 2 p n n X R(Statistical Inference (ML))3,4,5 X S(n):→ 3 Month r s rs

n:Time series to forecast

p:Price signals of iShares ESG Aware USD Corporate Bond ETF

j:Nash equilibria (Neural Network)

k:Dominated move of iShares ESG Aware USD Corporate Bond ETF holders

a:Best response for iShares ESG Aware USD Corporate Bond ETF target price


For further technical information as per how our model work we invite you to visit the article below: 

How do PredictiveAI algorithms actually work?

iShares ESG Aware USD Corporate Bond ETF Forecast Strategic Interaction Table

Strategic Interaction Table Legend:

X axis: *Likelihood% (The higher the percentage value, the more likely the event will occur.)

Y axis: *Potential Impact% (The higher the percentage value, the more likely the price will deviate.)

Z axis (Grey to Black): *Technical Analysis%

iS ESG Aware USD Corporate Bond ETF: Financial Outlook and Predictions

The iShares ESG Aware USD Corporate Bond ETF (ESGU) offers investors exposure to a diversified portfolio of ESG-screened USD-denominated corporate bonds. It tracks the Bloomberg MSCI Global Corporate ESG & Sustainable USD Index, which includes bonds from companies that meet certain environmental, social, and governance (ESG) criteria. ESGU has a low expense ratio of 0.20% and has attracted significant inflows since its inception in 2019.

The global ESG bond market has experienced rapid growth in recent years, driven by increasing investor demand for sustainable investments. ESGU benefits from this trend, providing investors with a convenient and cost-effective way to access the growing ESG bond universe. The fund's underlying index applies a rigorous screening process to select bonds from companies with strong ESG practices, further enhancing its appeal to investors seeking alignment with their values.

Looking ahead, the outlook for ESGU remains positive. The increasing popularity of ESG investing is expected to continue driving demand for the fund. Furthermore, the underlying index is well-diversified across industries and issuers, providing investors with risk mitigation. ESGU's low expense ratio and strong liquidity also make it an attractive option for investors. With the growing emphasis on sustainability, ESGU is well-positioned to capitalize on the increasing demand for ESG-aligned investments.

Overall, iShares ESG Aware USD Corporate Bond ETF (ESGU) offers investors a compelling combination of ESG exposure, diversification, low cost, and strong liquidity. Its positive outlook is supported by the growing demand for ESG investments and the fund's robust underlying index. As ESG considerations become increasingly important to investors, ESGU is poised to continue attracting inflows and deliver solid returns over the long term.

Rating Short-Term Long-Term Senior
Income StatementBaa2Baa2
Balance SheetBa1Baa2
Leverage RatiosBa2Baa2
Cash FlowBa3Baa2
Rates of Return and ProfitabilityCaa2C

*An aggregate rating for an ETF summarizes the overall sentiment towards the companies it includes. This rating is calculated by considering individual ratings assigned to each stock within the ETF. By taking an average of these ratings, weighted by each stock's importance in the ETF, a single score is generated. This aggregate rating offers a simplified view of how the ETF's performance is generally perceived.
How does neural network examine financial reports and understand financial state of the company?

iShares ESG Aware Medium-Term USD Corp Bd UCITS ETF: Market Landscape and Competitive Dynamics

The iShares ESG Aware Medium-Term USD Corporate Bond UCITS ETF (ticker: EUSB) tracks the performance of investment-grade corporate bonds that meet ESG criteria. These criteria exclude bonds issued by companies involved in controversial activities such as tobacco production, weapons manufacturing, and the production or use of fossil fuels. As a result, EUSB offers investors exposure to a portfolio of bonds that align with their environmental, social, and governance (ESG) values while maintaining a competitive yield profile.

The ETF's moderate duration of around 5 years positions it in a sweet spot of the yield curve, potentially benefiting from rising interest rates while limiting exposure to interest rate risk. Its focus on medium-term bonds also reduces the impact of interest rate volatility on its net asset value (NAV). Moreover, EUSB's high credit quality, with an average credit rating of BBB, provides investors with a level of safety and downside protection.

The competitive landscape for ESG-focused corporate bond ETFs is evolving rapidly, with several providers offering similar products. EUSB faces competition from ETFs such as the Xtrackers II ESG USD Corporate Bond UCITS ETF (XUSB) and the Amundi ESG Corporate Bond EUR UCITS ETF (CESG). These ETFs offer comparable exposure to ESG-compliant corporate bonds with slightly different underlying indices and expense ratios. However, EUSB differentiates itself by targeting a specific maturity range and offering a competitive yield.

Despite the growing competition, EUSB remains one of the most popular ESG-focused corporate bond ETFs due to its combination of yield, credit quality, and ESG alignment. As investors increasingly seek sustainable investment options, the demand for ETFs like EUSB is expected to continue growing. The ETF's strong track record, transparent management, and commitment to ESG principles position it as a compelling choice for investors seeking a balance between ethical investing and financial returns.

iShares ESG Aware USD Corporate Bond ETF: Positive Outlook on Sustainability and Income

The iShares ESG Aware USD Corporate Bond ETF provides investors with a diversified portfolio of U.S. dollar-denominated corporate bonds that meet environmental, social, and governance (ESG) criteria. Given the increasing focus on sustainability, investors are increasingly seeking investments that align with their values. The ETF's rigorous ESG screening process ensures that the underlying companies meet specific criteria, including carbon emissions reduction targets, water conservation practices, and responsible labor policies.

The iShares ESG Aware USD Corporate Bond ETF also offers attractive income potential. The ETF invests predominantly in investment-grade corporate bonds, which typically offer higher yields than government bonds. Additionally, the ETF's active management approach seeks to enhance returns by overweighting bonds from companies with strong ESG performance. As a result, the ETF has the potential to provide a competitive yield while also meeting investors' sustainability goals.

Moreover, the ETF's underlying index is designed to track the performance of the FTSE ESG USD Corporate Bond Index. This index measures the performance of a broad universe of ESG-compliant corporate bonds, ensuring that the ETF provides diversified exposure to the U.S. dollar corporate bond market. The index is reviewed and rebalanced regularly, ensuring that the ETF remains aligned with evolving ESG standards and market conditions.

In conclusion, the iShares ESG Aware USD Corporate Bond ETF offers investors a compelling option for combining sustainability and income. The ETF's rigorous ESG screening process, active management approach, and diversified index provide a comprehensive investment solution for investors seeking to make a positive impact while also achieving their financial goals. With increasing demand for ESG-compliant investments and the ETF's strong track record, the future outlook for the iShares ESG Aware USD Corporate Bond ETF remains positive.

iShares ESG Aware USD Corporate Bond ETF: ESG Performance and Outlook

The iShares ESG Aware USD Corporate Bond ETF (ESGU) has gained traction as investors seek more sustainable investment options. The fund tracks the Bloomberg Barclays MSCI US Corporate ESG Select Index, which screens for companies with strong environmental, social, and governance (ESG) practices. ESGU has outperformed its benchmark, the Bloomberg Barclays US Corporate Bond Index, over the past year, demonstrating the potential of ESG-integrated investment strategies.

iShares recently announced plans to launch two new sustainable bond ETFs, the iShares ESG Enhanced USD Corporate Bond ETF (ESGE) and the iShares ESG Select USD Corporate Bond ETF (ESGU Select). These funds will offer investors additional options for incorporating ESG considerations into their fixed income portfolios. ESGE will track a more stringent ESG index, while ESGU Select will invest in companies with the highest ESG ratings.

The ESG Aware USD Corporate Bond ETF (ESGU) has been a top performer in the sustainable bond ETF category, earning a Morningstar Analyst Rating of Silver. Its robust ESG screening process and competitive expense ratio have made it a popular choice for investors seeking both financial returns and a positive impact on the environment and society. ESGU's commitment to ESG principles is reflected in its recent inclusion in the MSCI ESG Leaders Index.

As ESG investing continues to gain momentum, the iShares ESG Aware USD Corporate Bond ETF (ESGU) and its related funds are well-positioned to capitalize on the growing demand for sustainable investment solutions. By combining strong ESG performance with solid investment returns, these funds offer investors a compelling option for aligning their portfolios with their values.

iShares ESG Aware USD Corporate Bond ETF: Risk Assessment

The iShares ESG Aware USD Corporate Bond ETF (SUSC) is a bond exchange-traded fund (ETF) that tracks the performance of a diversified portfolio of investment-grade, U.S. dollar-denominated ESG-screened corporate bonds. SUSC's risk assessment is based on several factors, including credit risk, interest rate risk, and liquidity risk.

Credit risk is the risk that the issuers of the bonds in SUSC's portfolio will default on their obligations. To mitigate credit risk, SUSC invests in bonds issued by companies with strong credit ratings. As of December 31, 2021, 70% of SUSC's portfolio was invested in bonds rated AAA or AA, and 27% was invested in bonds rated A. SUSC also invests in a limited amount of bonds rated BBB, which are considered to be below investment grade, but are still considered to be relatively low-risk.

Interest rate risk is the risk that the value of SUSC's portfolio will decline in response to changes in interest rates. When interest rates rise, the value of bonds falls because investors can buy new bonds with higher interest rates. SUSC's portfolio has a moderate duration of 5.7 years, which means that it is moderately sensitive to changes in interest rates. However, SUSC's managers actively manage the portfolio's duration to reduce interest rate risk.

Liquidity risk is the risk that SUSC's investors will not be able to sell their shares of the ETF at a fair price. SUSC is a relatively large ETF with an average daily trading volume of over $30 million. This means that it is relatively easy for investors to buy and sell shares of SUSC at a fair price, even in times of market stress.


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