Quantitative Models and Construction Methods - **Model Name**: Guosen JinGong Hong Kong Stock Selection Portfolio **Model Construction Idea**: The model is based on a dual-layer selection process that integrates fundamental and technical analysis. It aims to identify stocks with both fundamental support and technical resonance, focusing on outperforming stocks recommended by analysts[13][15] **Model Construction Process**: 1. **Analyst Recommendation Pool**: Constructed using three types of analyst recommendation events: upward earnings forecast revisions, initial analyst coverage, and unexpected positive research report titles[15] 2. **Dual-Layer Screening**: - **Fundamental Analysis**: Select stocks with strong fundamental support - **Technical Analysis**: Identify stocks with technical resonance 3. **Portfolio Backtesting**: The backtesting period spans from January 1, 2010, to December 31, 2025. The portfolio assumes a fully invested state and accounts for transaction costs. **Formula**: Not explicitly provided in the report **Model Evaluation**: The model demonstrates strong performance, achieving significant annualized returns and excess returns relative to the Hang Seng Index[15] Model Backtesting Results - **Guosen JinGong Hong Kong Stock Selection Portfolio**: - Annualized Return: 19.08% - Excess Return Relative to Hang Seng Index: 18.06% - Absolute Return (2026 YTD): -6.44% - Excess Return Relative to Hang Seng Index (2026 YTD): -5.06% - Historical Performance (2010-2025): - Best Year: 2020, with an absolute return of 66.59% and an excess return of 70.00% - Worst Year: 2023, with an absolute return of -13.57% and an excess return of 0.25% - Information Ratio (IR): 1.19 (full sample period) - Maximum Drawdown: 23.73% (full sample period)[15][17][19] Quantitative Factors and Construction Methods - **Factor Name**: 250-Day New High Distance **Factor Construction Idea**: This factor measures the distance of a stock's latest closing price from its 250-day high. It is used to identify stocks with strong momentum and trend-following characteristics, as momentum effects are particularly significant in the Hong Kong market[20][22] **Factor Construction Process**: 1. **Formula**: $ 250\text{-Day New High Distance} = 1 - \frac{\text{Close}_{\text{latest}}}{\text{ts\_max}(\text{Close}, 250)} $ - $\text{Close}_{\text{latest}}$: Latest closing price - $\text{ts\_max}(\text{Close}, 250)$: Maximum closing price over the past 250 trading days 2. **Interpretation**: - If the latest closing price reaches a new high, the factor value is 0 - If the price has fallen from the high, the factor value is positive, indicating the degree of pullback 3. **Screening Criteria**: - Stocks must have at least five "Buy" or "Overweight" ratings in the past six months - 250-day price change must rank in the top 20% of the sample pool - Stocks are further filtered based on price path smoothness and trend continuation metrics[22][23] **Factor Evaluation**: The factor effectively identifies stocks with strong momentum and stable price trends, aligning with the principles of momentum and trend-following strategies[20][22] Factor Backtesting Results - **250-Day New High Distance Factor**: - Selected Stocks: Examples include China Petroleum & Chemical Corporation, China Shenhua Energy, and CNOOC Limited - Sector Distribution: - Cyclical Sector: 8 stocks - Technology Sector: 4 stocks - Consumer, Manufacturing, Financial, and Healthcare Sectors: 1 stock each - Performance Metrics: Not explicitly provided in the report[22][23][28]

Core Viewpoint - The Hong Kong Stock Exchange (HKEX) achieved record high revenues and profits in 2025, driven by increased trading activity, although growth rates showed signs of slowing in the fourth quarter [4][5]. Group 1: Financial Performance - In 2025, HKEX reported total revenue of HKD 29.16 billion, a year-on-year increase of 30.3%, with Q4 showing a year-on-year growth of 14.6% but a quarter-on-quarter decline of 6.0% [4]. - The net profit attributable to shareholders reached HKD 17.75 billion, up 36.0% year-on-year, with Q4 growth of 14.7% year-on-year but a decline of 11.5% quarter-on-quarter [4][5]. - The EBITDA profit margin was 79%, reflecting a 5 percentage point increase year-on-year [4]. Group 2: Revenue Breakdown - Trading fees, system usage fees, and settlement fees totaled HKD 17.38 billion, accounting for 59.6% of total revenue, with a year-on-year increase of 45.9% [5][6]. - Investment income netted HKD 5.11 billion, representing 17.5% of total revenue, with a year-on-year growth of 3.7% [6]. - Listing fees from the exchange amounted to HKD 1.79 billion, making up 6.1% of total revenue, with a year-on-year increase of 20.6% [6]. Group 3: Market Activity - The average daily trading volume for stock securities reached HKD 231.5 billion, a record high, with a year-on-year increase of 92.9% [8]. - The average daily trading volume for derivatives was HKD 18.3 billion, up 55.1% year-on-year [8]. - Northbound and southbound trading average daily transaction amounts were RMB 212.4 billion and HKD 121.1 billion, respectively, both achieving record highs [8]. Group 4: New Listings - In 2025, HKEX saw a significant increase in new listings, with 119 new companies, a year-on-year growth of 67.6% [9]. - The total funds raised from new listings reached HKD 286.9 billion, a 226.0% increase year-on-year, with 66% of this amount coming from new economy sectors [9]. - As of Q4 2025, there were 345 listing applications pending, representing a 310.7% increase from the previous year-end [9].

Core Insights - The top three stocks with net inflows of southbound funds are Yingfu Fund (02800) with 3.77 billion, Alibaba-W (09988) with 2.38 billion, and Tencent Holdings (00700) with 2.33 billion [1] - The top three stocks with net outflows are China Pacific Insurance (02601) with -282 million, CICC (03908) with -162 million, and China Gold International (02099) with -152 million [1] - In terms of net inflow ratios, Huaxia Hang Seng Technology (03088) leads with 879.94%, followed by Southern East-West Select (03441) with 591.15%, and Southern Hong Kong-US Technology (03442) with 309.32% [1] Net Inflow Rankings - Yingfu Fund (02800) had a net inflow of 3.77 billion, representing a 45.74% increase, closing at 27.480 (+0.37%) [2] - Alibaba-W (09988) saw a net inflow of 2.38 billion, with a 28.67% increase, closing at 160.100 (-0.25%) [2] - Tencent Holdings (00700) experienced a net inflow of 2.33 billion, with a 17.95% increase, closing at 548.000 (-0.54%) [2] Net Outflow Rankings - China Pacific Insurance (02601) had a net outflow of -282 million, with a -69.02% decrease, closing at 38.920 (-2.70%) [2] - CICC (03908) experienced a net outflow of -162 million, with a -52.09% decrease, closing at 21.960 (+0.83%) [2] - China Gold International (02099) saw a net outflow of -152 million, with a -46.72% decrease, closing at 201.000 (+3.40%) [2] Net Inflow Ratio Rankings - Huaxia Hang Seng Technology (03088) had a net inflow ratio of 879.94%, with a net inflow of 65.88 million, closing at 6.965 (+0.72%) [3] - Southern East-West Select (03441) recorded a net inflow ratio of 591.15%, with a net inflow of 57.37 million, closing at 11.650 (+0.52%) [3] - Southern Hong Kong-US Technology (03442) achieved a net inflow ratio of 309.32%, with a net inflow of 4.71 million, closing at 8.850 (+0.45%) [3]

Core Viewpoint - The article discusses the increasing scrutiny on overseas income taxation in China, particularly targeting high-net-worth individuals, as part of efforts to optimize tax revenue structures and enhance compliance with international tax standards [5][21]. Group 1: Tax Revenue and Growth - In 2025, total tax revenue is projected to reach 17,636.3 billion, reflecting a modest increase of 0.8% [2][17]. - Individual income tax (IIT) is expected to grow significantly, with a projected increase of 11.5%, outpacing other tax categories such as value-added tax and corporate income tax [3][18]. - Forecasts indicate that fiscal revenue growth will remain slow in 2026, with a fiscal deficit rate likely to stay around 4% [4][20]. Group 2: Overseas Income Tax Management - Strengthening tax management on overseas income for high-net-worth individuals is seen as a crucial path for optimizing tax sources [5][21]. - The Common Reporting Standard (CRS) is becoming increasingly effective, facilitating information exchange among over 120 countries to combat tax evasion [6][22]. - Although the U.S. is not a CRS participant, there exists a tax information exchange mechanism between China and the U.S., which is expected to improve data alignment by 2026 [7][23]. Group 3: Tax Compliance and Enforcement - Starting in late 2024, many investors will receive notifications from tax authorities urging them to self-report overseas income, with a focus on the last three years [8][24]. - The tax recovery period for overseas income has been extended, potentially reaching back to 2017 for cases of intentional tax evasion [9][25]. - Taxpayers are advised to proactively address their tax obligations to avoid penalties, as the law allows for significant fines for tax evasion [10][26]. Group 4: Tax Filing Guidelines - Chinese tax residents must report overseas income between March 1 and June 30 of the following year, covering various income types such as wages and capital gains [11][27]. - Specific guidelines for tax filing include a flat 20% tax on dividends from 2022 to 2024, and only realized gains from stock sales are subject to taxation [11][27]. - Late filings incur an 18% annual penalty starting from the end of the tax reporting period [11][27]. Group 5: Conclusion and Strategic Planning - The global trend towards financial account information exchange means that overseas income will eventually be subject to scrutiny, making early compliance advantageous [14][30]. - Taxpayers are encouraged to explore legal tax benefits and understand bilateral tax agreements to avoid double taxation [14][30].

Core Insights - The year 2025 is marked by strong development in Chinese assets, with a significant increase in trading volume in the Hong Kong stock market and the Stock Connect program [1] - Daily trading volume in the Stock Connect surged from HKD 48.2 billion in 2024 to HKD 121.1 billion in 2025, representing over a 100% increase [1] - Mainland investors have become a crucial trading force in the Hong Kong market, with Stock Connect trading volume accounting for 24.2% of the total trading volume in 2025, up from 18.3% in 2024 [1] Group 1: Market Overview - By the end of 2025, 588 stocks were included in the Stock Connect, representing 24.5% of the Hong Kong main board stocks and 88% of the market capitalization, with these stocks accounting for 93% of the total trading volume [3] - The Stock Connect facilitates easier access for mainland investors to diversify their asset allocation in the Hong Kong market [3] Group 2: Sector Performance - The composition of sectors within the Stock Connect has shifted, with significant increases in materials, information technology, and healthcare, while non-essential consumer, telecommunications, and utilities saw a decrease in their share [5] - The healthcare sector, led by biopharmaceuticals, saw its market capitalization share in the Stock Connect rise from 4.4% at the end of 2024 to 5.8% at the end of 2025, with 15 new stocks added, totaling a market cap of nearly HKD 190 billion [8] - The materials sector also gained attention, with several key stocks added to the Stock Connect, resulting in over a 200% increase in total market capitalization compared to 2024 [8] - The information technology sector experienced the most significant growth in total market capitalization within the Stock Connect, driven by trends in AI, robotics, and semiconductors [8] Group 3: ETF Developments - The number of ETFs included in the Stock Connect increased to 23 by the end of 2025, enhancing investment options for investors [9] - The expansion of ETFs included more thematic indices, such as biotechnology, and introduced indices with a higher proportion of foreign stocks, broadening the investment scope from Hong Kong to global markets [11] - As of December 31, 2025, the ETFs with the highest proportion of holdings through the Stock Connect were primarily those related to the Hang Seng Technology Index [12] Group 4: Future Potential - Since the launch of the Stock Connect in 2014, it has evolved from a single stock trading channel to a comprehensive investment platform that includes ETFs, bonds, and interest rate swaps [14] - The Hong Kong Stock Exchange continues to optimize market liquidity and trading mechanisms, which is expected to positively impact Stock Connect trading [14] - Regulatory support for various reform measures has been expressed, aiming to enhance product diversity and improve trading mechanisms [14][15]

Group 1 - The Hong Kong Stock Connect service will not be available from February 15 (Sunday) to February 23 (Monday) during the 2026 Spring Festival [1] - The service will resume on February 24 (Tuesday) as usual [1] - February 14 (Saturday) and February 28 (Saturday) will be non-trading days due to the weekend [1]

Core Viewpoint - The company emphasizes the importance of aligning its development with national strategies and enhancing the wealth retail business to serve the public and improve residents' asset allocation [1][2]. Group 1: Four Mission Responsibilities - The company aims to translate the "Four Mission Responsibilities" into actionable strategies, focusing on serving the real economy and enhancing residents' financial well-being [2][3]. - The wealth retail business is positioned as a "translator" and "connector" to make complex economic trends understandable for clients, guiding them towards quality assets [3][4]. - A comprehensive service system is being developed to better serve investors, ensuring clear communication of product risks and strategies [3][6]. Group 2: Digital Transformation and Talent Development - The company is committed to enhancing service capabilities through digital transformation and talent development, utilizing AI and big data to better understand client needs [4][7]. - A dual approach of digital tools and talent cultivation is being implemented to improve service efficiency and client engagement [7][8]. Group 3: Open Market and Global Asset Allocation - The wealth retail business is focusing on enhancing service transparency and cross-market capabilities, facilitating clients' participation in global asset allocation [4][8]. - The company is actively researching investment channels like Hong Kong Stock Connect and QDII to educate clients on market differences and risks [8][10]. Group 4: Commitment to Investor-Centric Services - The company is dedicated to building trust with investors through transparent information disclosure and consistent risk management practices [10][11]. - The goal is to enhance investors' sense of security and satisfaction while contributing to the stability of the capital market [11].

Group 1 - Since September 2024, the proportion of southbound capital in transaction volume has rapidly increased to 20%-30%, nearly doubling compared to before 2024, indicating a significant shift in market dynamics [3][8] - Historical reviews of two rounds of competition for pricing power in the Hong Kong stock market occurred in 2016-2017 and 2020-2021, typically initiated by policy optimizations and inflows of incremental capital [15][28] - The current southbound capital inflow is characterized by a higher proportion of medium to long-term funds, with insurance capital making 41 stakes in 2025, 35 of which were in H-shares, marking a record high in the past decade [3][31] Group 2 - The industries where southbound capital and Chinese capital have pricing power include semiconductors and dividend-paying sectors, while industries lacking pricing power include internet, hardware, software services, home appliances, and media [3][36] - The top five industries by southbound capital holdings include coal (41.8%), semiconductors (32.7%), environmental protection (24.5%), oil and petrochemicals (24.1%), and pharmaceutical biology (20.5%) [37] - The active management public funds have a low preference for Hong Kong stocks, with significant holdings concentrated in AI-related CSP giants, electronics, and innovative pharmaceuticals [46] Group 3 - The current sentiment in the Hong Kong stock market has fully reflected negative factors such as US-China trade friction and the high unlock peak at the end of last year, suggesting potential upward investment opportunities if liquidity pressure eases [53][54] - The spring rally in the Hong Kong stock market has a high probability of success, with southbound capital and foreign capital expected to net inflow at the beginning of the year, driven by the demand for core Chinese assets [53][54] - The pricing power of southbound capital is rapidly increasing, with expectations of a potential upward beta in the Hong Kong stock market at the beginning of the year [3][53]

Group 1 - The majority of brokers in the market can offer ETF on-exchange trading with a default commission of 0.03%, with some brokers offering as low as 0.005% for ETF trading, which translates to a commission of 5 yuan for a 100,000 yuan ETF transaction, making it one of the lowest rates in the market [1] - ETF trading hours align with A-shares: 9:30-11:30 and 13:00-15:00, with a pre-market auction from 9:15 to 9:25 [1] - The minimum trading unit for ETFs is 100 shares, and transactions must be in whole multiples [2] Group 2 - ETFs have a price fluctuation limit of 10%, while those on the ChiNext and STAR Market have a limit of 20% [3] - ETF trading is flexible like stock trading but incurs lower costs and offers more opportunities, making it particularly suitable for investors looking to manage funds efficiently [3] - The only fee associated with ETF trading is the commission, with no stamp duty or transfer fees [4]

Core Viewpoint - The Hong Kong Stock Connect provides a regulated channel for mainland investors to participate in the trading of stocks listed on the Hong Kong Stock Exchange, adhering to the latest regulations revised in 2025 [1] Group 1: Eligibility and Application Process - Investors must ensure that their securities and funds account has an average asset of no less than 500,000 RMB over the previous 20 trading days, excluding funds and securities borrowed through margin trading [1] - Investors are required to have a risk tolerance that matches the risk level of trading through the Hong Kong Stock Connect and must not be subject to any legal restrictions on participation [1] - The process to open Hong Kong Stock Connect access includes submitting an application to a brokerage, completing a risk assessment, passing a knowledge test on trading rules, and signing a risk disclosure agreement [1] Group 2: Trading Mechanics and Regulations - Once access is granted, investors can trade Hong Kong stocks through their brokerage's trading system, following the trading days and hours of both the Shanghai and Shenzhen markets [2] - Transactions are conducted in Hong Kong dollars with settlement in Renminbi, and the clearing and settlement follow a T+2 system, meaning stocks bought on a trading day are settled two days later [2] - The range of stocks available for trading through the Hong Kong Stock Connect is determined by the Shanghai and Shenzhen exchanges, and not all Hong Kong-listed stocks are eligible [2] - Investors should be aware of the differences in tax and fee structures between Hong Kong stocks and mainland A-shares, as well as the impact of currency exchange rate fluctuations on trading costs and returns [2]