Quantitative Models and Construction Methods Model Name: Bottom-up Social Financing (社融) Forecasting Framework - **Model Construction Idea**: The model is built to predict the total and structural components of social financing (社融) by breaking it down into sub-items. This bottom-up approach leverages the unique characteristics of each sub-item to enhance prediction accuracy[10][11]. - **Model Construction Process**: 1. **Sub-item Decomposition**: Social financing is divided into sub-items such as RMB loans, government bonds, corporate bonds, etc. Each sub-item is analyzed based on its economic logic, high-frequency data, and seasonal characteristics[10][11]. 2. **Prediction Methods for Sub-items**: - **RMB Loans**: - Decomposed into corporate loans and short-term residential loans, which are predicted using PMI and Tangshan steel plant capacity utilization as independent variables in rolling regression models. - Long-term residential loans are predicted using a three-stage model based on commodity housing sales data[11]. - **Corporate Bill Financing**: Predicted using rediscount rates as exogenous variables in a rolling regression model with a 5-year window[11]. - **Government Bonds**: High-frequency issuance and maturity data are tracked, with adjustments made for discrepancies in reporting periods[11]. - **Corporate Bonds**: A 5-year rolling regression model is used to reweight sub-items, reducing discrepancies in reporting standards[11]. - **Other Sub-items**: - Foreign currency loans: Predicted using a 3-month moving average[11]. - Trust loans: Estimated by tracking the issuance and maturity of collective and single trust products[11]. - Entrusted loans: Predicted using a 12-month moving average, with additional judgment for infrastructure-related increments[11]. - Undiscounted bank acceptance bills: Estimated using the average of the same period over the past three years due to the cessation of high-frequency data publication[11]. - Non-financial corporate domestic equity financing: Derived by subtracting financial sector data from high-frequency equity financing data (e.g., IPOs, additional issuances)[11]. - Loan write-offs: Predicted using the same period value from the previous year due to significant seasonal effects[11]. - Asset-backed securities (ABS): Tracked using high-frequency data on credit ABS net financing[11]. Model Evaluation - The bottom-up framework provides detailed structural insights into social financing while maintaining high accuracy in total volume predictions. It effectively captures the unique characteristics of each sub-item, enhancing the model's robustness and reliability[10][11]. --- Model Backtesting Results Social Financing Forecasting Framework - **February 2026 Total Social Financing Prediction**: 23,417 billion RMB, a year-on-year increase of 110 billion RMB[10][20]. - **TTM Growth Rate**: 0.29% month-on-month[10][20]. - **Structural Predictions**: - RMB Loans: 9,286 billion RMB (Corporate loans and short-term residential loans: 8,503 billion RMB; Long-term residential loans: -747 billion RMB)[20]. - Corporate Bill Financing: 1,530 billion RMB[20]. - Government Bonds: 14,199 billion RMB[20]. - Corporate Bonds: 1,829 billion RMB[20]. - Other Sub-items: - Foreign Currency Loans: -143 billion RMB[20]. - Trust Loans: -212 billion RMB[20]. - Entrusted Loans: 47 billion RMB[20]. - Undiscounted Bank Acceptance Bills: -2,247 billion RMB[20]. - Non-financial Corporate Domestic Equity Financing: 357 billion RMB[20]. - Loan Write-offs: 542 billion RMB[20]. - Asset-backed Securities: -240 billion RMB[20].

Investment Rating - The report provides a forecast for social financing (社融) in January 2026, estimating it at 74,432 billion yuan, indicating a year-on-year increase of 390 billion yuan and a month-on-month increase of approximately 1.09% [7][11]. Core Insights - The report emphasizes the importance of a bottom-up approach in predicting social financing by analyzing economic logic, high-frequency data, and seasonal characteristics. This method has previously yielded accurate predictions regarding both the total amount and structure of social financing [7][11]. - The forecast for January 2026 includes an expected increase in new RMB loans of approximately 53,100 billion yuan, with a year-on-year increase of 90 billion yuan. This includes 18 billion yuan in new long-term loans for residents and 56,600 billion yuan in corporate and short-term loans for residents [7][11]. - Government bond net financing is projected to be around 9,800 billion yuan, reflecting a year-on-year increase of 2,800 billion yuan, while corporate bond net financing is expected to reach 5,600 billion yuan, with a year-on-year increase of 1,100 billion yuan [7][11]. Summary by Sections Social Financing Forecast - The report predicts that the total new social financing for January 2026 will be 74,432 billion yuan, with a year-on-year increase of 390 billion yuan and a year-on-year growth rate of 8.28% for the total stock of social financing [7][11][18]. - The structure of social financing shows a recovery in corporate loans and continued strength in government bonds. However, new long-term loans for residents are expected to grow only modestly due to a decline in new home transactions in major cities [13][18]. Quantitative Framework - The report outlines a detailed quantitative framework for predicting social financing, which includes various components such as RMB loans, corporate financing, and government bonds. Each component is analyzed based on its unique characteristics and predictive variables [12][18]. - The framework utilizes historical data and economic indicators such as PMI and housing sales to forecast the different components of social financing accurately [12][18].

Core Insights - The People's Bank of China reported that by the end of 2025, the total social financing scale reached 442.12 trillion yuan, marking an 8.3% year-on-year increase [1] - The balance of RMB loans to the real economy was 268.4 trillion yuan, reflecting a 6.3% year-on-year growth, while foreign currency loans converted to RMB decreased by 18% [1] - The total increment of social financing for the year 2025 was 35.6 trillion yuan, which is 3.34 trillion yuan more than the previous year [3] Financing Structure - By the end of 2025, RMB loans to the real economy accounted for 60.7% of the total social financing scale, down 1.1 percentage points year-on-year [2] - The proportion of foreign currency loans to the real economy was 0.2%, a decrease of 0.1 percentage points compared to the previous year [2] - Government bonds saw a significant increase, with a balance of 94.92 trillion yuan, representing a 17.1% year-on-year growth, and accounting for 21.5% of the total financing structure, up 1.6 percentage points [2] Yearly Changes in Financing - The increase in RMB loans to the real economy for 2025 was 15.91 trillion yuan, which is a decrease of 1.13 trillion yuan compared to the previous year [3] - Trust loans increased by 3.68 trillion yuan, although this was a decrease of 294 billion yuan year-on-year [3] - The net financing from government bonds reached 13.84 trillion yuan, which is an increase of 2.54 trillion yuan compared to the previous year [3]

Group 1 - The total social financing scale increment for the first eight months of 2025 reached 26.56 trillion yuan, an increase of 4.66 trillion yuan compared to the same period last year [1] - The increase in RMB loans to the real economy was 12.93 trillion yuan, which is a decrease of 485.1 billion yuan year-on-year [1] - The net financing of corporate bonds was 1.56 trillion yuan, a decrease of 221.4 billion yuan year-on-year [1] Group 2 - The net financing of government bonds was 10.27 trillion yuan, an increase of 4.63 trillion yuan year-on-year [1] - The domestic stock financing for non-financial enterprises was 266.9 billion yuan, an increase of 109.3 billion yuan year-on-year [1] - The trust loans increased by 194.2 billion yuan, which is a decrease of 161.4 billion yuan year-on-year [1]

Core Insights - The People's Bank of China reported that the cumulative increase in social financing scale for the first eight months of 2025 reached 26.56 trillion yuan, an increase of 4.66 trillion yuan compared to the same period last year [1] Summary by Category Loans to the Real Economy - The increase in RMB loans to the real economy was 12.93 trillion yuan, which is a decrease of 4.851 billion yuan year-on-year [1] - Foreign currency loans to the real economy decreased by 816 million yuan, a year-on-year reduction of 767 million yuan [1] Other Financing Methods - Entrusted loans decreased by 855 million yuan, which is a year-on-year increase in the reduction of 307 million yuan [1] - Trust loans increased by 1.942 trillion yuan, but this is a decrease of 1.614 billion yuan year-on-year [1] - Undiscounted bank acceptance bills decreased by 223 million yuan, a year-on-year reduction of 2.566 billion yuan [1] Corporate Financing - Net financing through corporate bonds was 1.56 trillion yuan, a year-on-year decrease of 2.214 billion yuan [1] - Government bond net financing reached 10.27 trillion yuan, which is an increase of 4.63 trillion yuan year-on-year [1] - Non-financial corporate domestic stock financing amounted to 266.9 billion yuan, an increase of 109.3 billion yuan year-on-year [1]

Core Insights - The total social financing scale increment for the first seven months of 2025 reached 23.99 trillion yuan, an increase of 5.12 trillion yuan compared to the same period last year [1] Summary by Category Loans to the Real Economy - The increase in RMB loans to the real economy was 12.31 trillion yuan, which is a year-on-year decrease of 694 billion yuan [1] - Foreign currency loans to the real economy, converted to RMB, decreased by 725 billion yuan, with a year-on-year reduction of 245 billion yuan [1] Other Financing Methods - Entrusted loans decreased by 689 billion yuan, showing a year-on-year increase in reduction of 116 billion yuan [1] - Trust loans increased by 1.592 trillion yuan, but this represents a year-on-year decrease of 1.48 trillion yuan [1] - The amount of undiscounted bank acceptance bills decreased by 2.196 trillion yuan, with a year-on-year reduction of 1.243 trillion yuan [1] Corporate and Government Financing - Net financing through corporate bonds was 1.43 trillion yuan, which is a year-on-year decrease of 1.849 trillion yuan [1] - Net financing through government bonds reached 8.9 trillion yuan, showing a year-on-year increase of 4.88 trillion yuan [1] - Domestic equity financing for non-financial enterprises amounted to 221.2 billion yuan, which is a year-on-year increase of 76.7 billion yuan [1]