Market Performance Review - The equity market has shown strong performance this year, with the CSI 2000, CSI 1000, and CSI Dividend indices performing relatively well. The cyclical style leads the market, followed by growth and stability styles. Strong sectors include coal, oil and petrochemicals, non-ferrous metals, building materials, electric equipment, and new energy [3][8] - In the commodity market, the South China crude oil index has performed relatively well this year [11] - The commodity fund index has also shown strong performance, benefiting from the rise in oil and gold prices [11] ETF Fund Capital Tracking - As of now, the cyclical sector (real estate, oil, coal, non-ferrous metals, steel, building materials, chemicals) has a relatively high capital heat. The top 5 ETFs by capital heat are: Huaan Gold ETF, Haifutong CSI Short Bond ETF, Fortune CSI Hong Kong Stock Connect Internet ETF, Huaxia CSI Electric Grid Equipment Theme ETF, and Hang Seng Technology [15][17] - The capital heat is assessed based on net inflows over various time frames, with the cyclical sector showing a capital heat score of 100 [15][16] Future Strategy Outlook - The year 2026 marks the beginning of the "14th Five-Year Plan." Key tasks outlined in the government work report include building a strong domestic market, fostering new growth drivers, and enhancing technological self-reliance [18][19] - The economic recovery transmission chain indicates that in a context of interest rate cuts and weakened dollar credit, financial assets (gold, silver) perform strongly first, followed by industrial metals (copper), and then energy and chemical sectors due to supply constraints and demand recovery [22] - The current market cycle can be compared to the 2014 cycle, which was divided into three phases. The current cycle is characterized by growth leading, followed by a potential catch-up phase for cyclical and consumer styles [24][25]

Quantitative Models and Construction Methods 1. Model Name: Hotspot Trend ETF Strategy - **Model Construction Idea**: The strategy identifies ETFs with upward trends in both highest and lowest prices, then selects those with the highest short-term market attention based on turnover ratios[30] - **Model Construction Process**: 1. Select ETFs where both the highest and lowest prices exhibit an upward trend[30] 2. Construct a support-resistance factor based on the relative steepness of the 20-day regression coefficients of the highest and lowest prices[30] 3. Choose the top 10 ETFs from the factor's long group with the highest 5-day turnover ratio/20-day turnover ratio, indicating increased short-term market attention[30] 4. Build a risk parity portfolio using these selected ETFs[30] - **Model Evaluation**: The strategy achieved a cumulative return of 61.57% since 2025, with an excess return of 39.58% over the CSI 300 Index[30] 2. Model Name: Three-Strategy Fusion ETF Rotation - **Model Construction Idea**: Combines three industry rotation strategies—fundamental-driven, quality low-volatility, and distressed reversal—to achieve factor and style complementarity while reducing single-strategy risks[34] - **Model Construction Process**: 1. **Fundamental Rotation Strategy**: Utilizes factors like unexpected prosperity, industry momentum, and inflation beta to identify industries with strong macro adaptability[35] 2. **Stock Style-Driven Strategy**: Focuses on individual stock quality, momentum, and low volatility for defensive characteristics[35] 3. **Distressed Reversal Strategy**: Captures valuation recovery and performance reversal opportunities using factors like PB z-score and short-term chip exchange[35] 4. Combine the three strategies equally to form a diversified ETF rotation portfolio[34] - **Model Evaluation**: The strategy achieved a cumulative return of 12.06% from April 2017 to March 2026, with a Sharpe ratio of 0.73 and an annualized excess return of 9.39%[39][40] 3. Model Name: All-Weather Strategy - **Model Construction Idea**: Aims to achieve stable returns by avoiding reliance on predictions, using diversified risk allocation and structural hedging[53] - **Model Construction Process**: 1. **Asset Selection**: Diversify across equities, bonds, and commodities[66] 2. **Risk Adjustment**: Balance risk exposure across asset classes[53] 3. **Structural Hedging**: Implement multi-layered hedging to smooth volatility[53] 4. Divide portfolios into high-volatility and low-volatility versions based on risk levels[53] - **Model Evaluation**: - High-volatility version: Annualized return of 11.8%, maximum drawdown of 3.6%, Sharpe ratio of 2.3 (as of 2025)[64] - Low-volatility version: Annualized return of 8.8%, maximum drawdown of 2.0%, Sharpe ratio of 3.4 (as of 2025)[64] --- Model Backtesting Results 1. Hotspot Trend ETF Strategy - Cumulative return: 61.57% (since 2025)[30] - Excess return over CSI 300 Index: 39.58%[30] 2. Three-Strategy Fusion ETF Rotation - Cumulative return: 12.06% (2017-2026)[39] - Sharpe ratio: 0.73[39] - Annualized excess return: 9.39%[39] 3. All-Weather Strategy - **High-Volatility Version**: - Annualized return: 11.8% (as of 2025)[64] - Maximum drawdown: 3.6%[64] - Sharpe ratio: 2.3[64] - **Low-Volatility Version**: - Annualized return: 8.8% (as of 2025)[64] - Maximum drawdown: 2.0%[64] - Sharpe ratio: 3.4[64] --- Quantitative Factors and Construction Methods 1. Factor Name: Beta Factor - **Factor Construction Idea**: Measures the sensitivity of a stock's returns to market returns, identifying high-beta stocks favored by the market[67] - **Factor Performance**: Achieved a weekly return of 3.26%, indicating renewed market interest in high-beta stocks[67] 2. Factor Name: Momentum Factor - **Factor Construction Idea**: Captures the tendency of stocks with strong past performance to continue performing well[67] - **Factor Performance**: Recorded a weekly return of 2.37%, reflecting increased market attention on high-momentum stocks[67] 3. Factor Name: Liquidity Factor - **Factor Construction Idea**: Identifies stocks with high trading activity, indicating strong market interest[67] - **Factor Performance**: Achieved a weekly return of 2.20%, highlighting the market's focus on liquid stocks[67] 4. Factor Name: 1-Year-1-Month Momentum (mom 1y 1m) - **Factor Construction Idea**: Measures the return difference between the past year and the most recent month to capture medium-term momentum[69] - **Factor Performance**: Weekly excess return of 1.18%, monthly excess return of -0.32%[71] 5. Factor Name: Operating Profit to Sales Expense Ratio (oper salesexp) - **Factor Construction Idea**: Evaluates operational efficiency by comparing operating profit to sales expenses[69] - **Factor Performance**: Weekly excess return of 1.13%, monthly excess return of 3.37%[71] 6. Factor Name: Residual Momentum (specific mom12) - **Factor Construction Idea**: Tracks the momentum of residual returns over the past 12 months[73] - **Factor Performance**: - CSI 300: 33.80%[74] - CSI 500: 11.30%[74] - CSI 800: 29.57%[74] - CSI 1000: 15.44%[74] --- Factor Backtesting Results 1. Beta Factor - Weekly return: 3.26%[67] 2. Momentum Factor - Weekly return: 2.37%[67] 3. Liquidity Factor - Weekly return: 2.20%[67] 4. 1-Year-1-Month Momentum (mom 1y 1m) - Weekly excess return: 1.18%[71] - Monthly excess return: -0.32%[71] 5. Operating Profit to Sales Expense Ratio (oper salesexp) - Weekly excess return: 1.13%[71] - Monthly excess return: 3.37%[71] 6. Residual Momentum (specific mom12) - CSI 300: 33.80%[74] - CSI 500: 11.30%[74] - CSI 800: 29.57%[74] - CSI 1000: 15.44%[74]

Core Viewpoint - The resource ETFs, particularly oil and gas assets, have shown remarkable performance in the market, with significant price increases and inflows of capital, indicating a strong investment interest in this sector [1][2][3]. Group 1: Performance of Resource ETFs - Resource ETFs have outperformed the overall market, with some oil and gas ETFs experiencing price increases exceeding 10%, such as the Huatai-PB China Oil and Gas Resource ETF, which rose by 10.52% [2]. - The trading activity has been characterized by intense capital inflows, with 19 ETFs seeing net inflows exceeding 1 billion yuan, predominantly in resource categories [3]. - The net inflow for the Guotai China Oil and Gas Industry ETF reached 6.598 billion yuan, making it the largest net inflow among all stock ETFs [3]. Group 2: Fund Inflows and Share Growth - Significant capital inflows have led to substantial growth in ETF sizes, with the Guotai China Oil and Gas Industry ETF's size increasing from just over 3 billion yuan to nearly 10 billion yuan [3]. - The share growth rates for several resource ETFs have been extraordinary, with the Huatai-PB China Oil and Gas Resource ETF and the Bosera China Oil and Gas Resource ETF both exceeding 200% in share growth rate [6]. - The Huatai-PB China Oil and Gas Resource ETF and the Bosera China Oil and Gas Resource ETF both achieved share increases of over 20 billion shares, indicating strong investor interest [5][6]. Group 3: Market Dynamics and Future Outlook - Oil prices have recently surged, with international crude oil futures surpassing 90 USD per barrel, marking the highest level since October 2023 [7]. - The long-term investment value in oil and gas assets is influenced by their commodity, strategic, and financial attributes, with global economic recovery and strategic stockpiling needs providing upward support for oil prices [8]. - The chemical sector is expected to benefit from rising oil prices, particularly in the downstream segment, as higher prices stimulate restocking demand [9].

Group 1 - The consumer and photovoltaic sectors saw significant gains last week, with several related ETFs rising over 3% [1][2] - The A-share market's broad-based products experienced active trading, with ETFs tracking the CSI A500 index exceeding a total transaction volume of 250 billion yuan [1][2] - The market outlook for February suggests a continuation of the upward trend, driven by concentrated earnings forecasts and the recovery of leading companies' performance [1][4] Group 2 - The Hong Kong consumer sector performed strongly, with ETFs such as the Hang Seng Consumer ETF leading the gains [2] - Gold-related ETFs faced a downturn, with an average decline of over 5% across 14 commodity gold ETFs, and some gold stock ETFs dropping more than 13% [2] - The technology sector attracted significant capital inflow, with the Huatai-PineBridge Hang Seng Technology ETF seeing a net inflow of over 3.8 billion yuan last week [3] Group 3 - Several asset management institutions have released macro outlooks for China's equity market in 2026, highlighting diverse growth paths driven by the 14th Five-Year Plan [4][5] - Key investment areas identified include technology, manufacturing, renewable energy, healthcare, and emerging consumer sectors [4][5] - The market is expected to maintain a structural trend in February, with a focus on core growth assets that are currently at historical median valuation levels [5]

Group 1 - The consumer and photovoltaic sectors saw significant gains, with several related ETFs rising over 3% last week, while gold and artificial intelligence sectors experienced declines, with some ETFs dropping over 9% [1][2] - A-shares market showed active trading in broad-based products, with ETFs tracking the CSI 500 index exceeding a total trading volume of 250 billion yuan, and those tracking the Sci-Tech 50 index surpassing 30 billion yuan [1][2] - The market outlook for February suggests a continuation of the upward trend, driven by concentrated earnings forecasts and the recovery of leading companies' performance, benefiting core assets [1][4] Group 2 - The Hong Kong consumer sector performed strongly, with ETFs such as the Hang Seng Consumer ETF leading the gains, while the photovoltaic sector also showed positive performance [1] - The gold sector underperformed, with commodity gold ETFs declining over 5%, and gold stock ETFs experiencing even greater declines, with some dropping over 13% [2] - The technology sector attracted significant capital inflow, with the Hang Seng Technology ETFs seeing substantial net inflows, particularly the Huatai-PineBridge Hang Seng Technology ETF, which had a net inflow of over 3.8 billion yuan last week [2] Group 3 - The satellite communication sector also experienced notable capital inflow, with the Yongying National Commercial Satellite Communication Industry ETF seeing a net inflow of over 1.8 billion yuan [3] - Several ETFs, including the Huazhong Gold ETF and the Southern CSI Nonferrous Metals ETF, reported net inflows exceeding 10 billion yuan this year [3] - Investment firms are focusing on five key areas for the Chinese equity market by 2026: technology, manufacturing, renewable energy, healthcare, and emerging experiential consumption [3] Group 4 - The market is expected to stabilize in February, with a shift in focus from January's credit and liquidity performance to macro and industry clues [4] - The "14th Five-Year Plan" is anticipated to provide a clearer framework for high-quality development and new growth drivers, stabilizing market perceptions of future growth [4] - Core assets are recommended for continued attention, as their valuations are at historical median levels, with stable profit expectations and increasing foreign capital inflow [4]

Core Viewpoint - The inflow of funds into thematic ETFs has significantly accelerated since the beginning of the year, indicating a shift in investor preferences towards these investment vehicles [1][5]. Group 1: ETF Growth and Performance - As of the end of January, 14 ETFs have seen their scales increase by over 10 billion yuan, with resource and technology-related ETFs being particularly prominent [2][3]. - Resource-related ETFs, especially those focused on non-ferrous metals and gold, have shown remarkable growth, with the Huaan Gold ETF increasing by 33.54 billion yuan and the Southern CSI Non-ferrous Metals ETF growing by 24.22 billion yuan in January alone [3][4]. - Technology-themed ETFs have also attracted significant investment, particularly in sectors like power grids, satellites, and semiconductor equipment, reflecting a sustained interest in these growth areas [3][4]. Group 2: Performance of High-Quality Products - The ETFs that have expanded significantly are generally backed by strong performance, with the Huaan Gold ETF and Southern CSI Non-ferrous Metals ETF rising by 19.34% and 23.15% respectively since the beginning of the year [4]. - Other notable performers include the Huaxia CSI Electric Grid Equipment ETF, which has increased by 16.16%, and the Guotai CSI Semiconductor Materials Equipment ETF, which has risen by 19.49% [4]. - The strong performance of the underlying indices, such as SGE Gold 9999 and non-ferrous metals, has provided direct support for the rapid expansion of these ETFs [4]. Group 3: Thematic ETFs as Investment Tools - The recent trend shows that investors prefer to use ETFs to participate in thematic market opportunities, which are often linked to clear industrial logic or economic conditions [6]. - ETFs offer a transparent and efficient way for investors to track overall sector performance, especially in a market characterized by thematic dominance and stock performance divergence [6]. - The diversification of ETF holdings helps mitigate the impact of individual stock volatility, aligning with the needs of investors looking to make concentrated investments at the beginning of the year [6].

Core Insights - The A-share commercial aerospace and non-ferrous metals sectors have entered a phase of wide fluctuations, with related index funds experiencing significant tracking errors and volatility [1][3] - Fund managers have taken measures to suspend large subscriptions over 1 million yuan for certain thematic index funds due to the challenges posed by rapid market movements [4][7] Fund Performance and Flows - In January, the Southern CSI Shenwan Non-ferrous Metals ETF saw net inflows exceeding 18 billion yuan, with several other thematic ETFs attracting over 10 billion yuan each [2] - By the end of January, multiple thematic ETFs, including the Southern CSI Non-ferrous Metals ETF and the Guotai CSI Semiconductor Materials and Equipment ETF, surpassed 20 billion yuan in scale [2] Market Volatility and Management Challenges - The recent volatility in popular sectors has led to significant fluctuations in fund net values, with some satellite-themed index funds rising over 8% on January 23, only to drop over 7% by January 26 [3] - Tracking errors for certain index funds have increased, with some exceeding 1% in January, compared to less than 0.5% in the previous month [3][4] Operational Strategies - Fund managers are advised to implement refined operations and disciplined execution to manage tracking errors effectively, especially during periods of high volatility [5][6] - Strategies include phased investments, algorithmic trading, and prioritizing high liquidity core assets to mitigate impact costs [6] Recommendations for Fund Management - It is suggested to adopt a "core + satellite" sampling replication method to ensure high liquidity and weight in core assets while adjusting cash reserves dynamically based on market conditions [6] - Establishing a multi-dimensional prevention and response mechanism is crucial for managing fund flows and tracking accuracy [6]

Overall ETF Fund Flow - Total net outflow from broad-based ETFs reached 3961.9 billion, with over 2380 billion outflow from ETFs linked to the CSI 300 index[2] - Since January 12, the scale of broad-based ETFs has decreased by 5530.5 billion, exceeding the total increase for the entire year of 2025[2] - From January 19 to 23, stock ETFs (excluding cross-border) had a net outflow of 3331.7 billion, a decrease of 1918.9 billion from the previous week, totaling nearly 5000 billion since January 14[1] Sector and Theme ETFs - A-share industry and theme ETFs saw a slight decrease in weekly net inflow but remained high, indicating sustained investor interest[1] - Cross-border industry and theme ETFs had a net inflow of 73.6 billion, slightly down by 30.6 billion from the previous week[1] - Key sectors with strong inflows included semiconductors, chemicals, electric grid equipment, and non-ferrous metals, which are expected to continue attracting investment[2] Representative ETF Flows - The top five ETFs with the highest net inflows from January 19 to 23 were: - Huaxia CSI Electric Grid Equipment Theme ETF (78.3 billion) - Penghua CSI Subdivided Chemical Industry ETF (57.0 billion) - Harvest SSE Sci-Tech Board Chip ETF (25.5 billion) - Southern CSI Shenwan Non-ferrous Metals ETF (25.4 billion) - Guotai CSI Semiconductor Materials and Equipment Theme ETF (24.1 billion)[3] - The ETFs with the largest net outflows included: - Huatai-PB CSI 300 ETF (-724 billion) - E Fund CSI 300 ETF (-619 billion) - Huaxia CSI 300 ETF (-561.6 billion)[3]

Group 1: Overall ETF Fund Flow Situation - The overall stock ETF (excluding cross-border) experienced a net outflow of 3331.7 billion from January 19 to 23, a decrease of 1918.9 billion compared to the previous week, with a cumulative net outflow of nearly 5000 billion since January 14 [10][13] - A-share industry and thematic ETFs saw a slight decrease in weekly net inflow but remained at a high level, indicating sustained investor interest as personal investors tend to accelerate inflows after clear profit signals in the market [13][17] - Hong Kong stock ETFs recorded a weekly net inflow of over 10 billion, continuing the inflow trend, while cross-border industry and thematic ETFs had a net inflow of 73.6 billion, slightly down by 30.6 billion from the previous week [17][28] Group 2: Broad/Style/Industry/Subsector ETF Fund Flow Analysis - Broad-based ETFs experienced a total net outflow of 3961.9 billion, with those linked to the CSI 300 index seeing a weekly net outflow of over 2380 billion; the total scale of broad-based ETFs has decreased by 5530.5 billion since January 12, exceeding the total increase for the entire year of 2025 [21][22] - Smart beta and major industry ETFs maintained an inflow trend, with technology and cyclical sectors being the most popular directions [25] - In the subsector analysis, semiconductor, chemical, electric grid equipment, and non-ferrous metals showed strong and sustained inflows, warranting further attention [26] Group 3: Representative ETF Fund Flow Overview - The top five stock ETFs by net inflow from January 19 to 23 were: Huaxia CSI Electric Grid Equipment Theme ETF (78.3 billion), Penghua CSI Subsector Chemical Industry ETF (57.0 billion), and others, while the top outflows were from Huatai-PB CSI 300 ETF (-724 billion) and others [30] - For cross-border ETFs, the top five by net inflow included GF CSI Hong Kong Stock Connect Non-Bank ETF and Tianhong Hang Seng Technology ETF [30]

Core Insights - The total margin balance for ETFs in the Shanghai and Shenzhen markets as of January 22 is 123.947 billion yuan, a decrease of 1.551 billion yuan from the previous trading day [1] - The financing balance for ETFs is 116.303 billion yuan, down by 1.503 billion yuan, while the securities lending balance is 7.644 billion yuan, a reduction of 0.048 billion yuan [1] ETF Financing Activity - On January 22, 238 ETFs experienced net financing inflows, with the Hai Fu Tong CSI Short Bond ETF leading with a net inflow of 134 million yuan [1] - Other ETFs with significant net financing inflows include the Huaxia CSI Electric Grid Equipment Theme ETF, E Fund CSI 300 Pharmaceutical ETF, and Silverhua CSI Innovative Drug Industry ETF [1]