Quantitative Models and Construction Methods - **Model Name**: Dividend Growth Strategy **Model Construction Idea**: Focuses on identifying stocks with strong dividend growth potential, aiming to outperform pure dividend assets by leveraging growth-oriented metrics[5][14] **Model Construction Process**: The strategy selects stocks based on their historical dividend growth rates and projected growth potential. It emphasizes companies with consistent dividend increases and robust financial health. Specific metrics or formulas were not detailed in the report[5][14] **Model Evaluation**: Demonstrated superior performance compared to pure dividend assets, indicating its effectiveness in capturing growth opportunities within dividend-paying stocks[5][14] - **Model Name**: Dividend Quality Strategy **Model Construction Idea**: Targets high-quality dividend stocks by assessing financial stability and sustainability of dividend payouts[5][14] **Model Construction Process**: The strategy evaluates companies based on financial metrics such as return on equity (ROE), debt-to-equity ratio, and earnings stability. It prioritizes firms with strong balance sheets and consistent profitability. Specific formulas were not provided[5][14] **Model Evaluation**: Outperformed pure dividend assets, showcasing its ability to identify stable and reliable dividend-paying companies[5][14] - **Model Name**: Balanced Dividend 50 Portfolio **Model Construction Idea**: Combines defensive and growth-oriented dividend stocks to achieve a balanced risk-return profile[13][23] **Model Construction Process**: The portfolio is constructed by selecting 50 stocks that exhibit both high dividend yields and growth potential. It uses a combination of dividend yield, growth metrics, and financial stability indicators. Detailed formulas were not disclosed[13][23] **Model Evaluation**: Achieved significant excess returns relative to the benchmark, highlighting its balanced approach's effectiveness[13][23] - **Model Name**: High Dividend 30 Portfolio **Model Construction Idea**: Focuses on high-dividend-yielding stocks, particularly from central and state-owned enterprises, to provide stable income[13][23] **Model Construction Process**: The portfolio selects 30 stocks with the highest dividend yields among central and state-owned enterprises. It emphasizes income generation and stability. Specific formulas were not mentioned[13][23] **Model Evaluation**: Delivered consistent excess returns, demonstrating its suitability for income-focused investors[13][23] - **Model Name**: Electronic Balanced Allocation Enhanced Portfolio **Model Construction Idea**: Aims to achieve balanced exposure within the electronics sector by diversifying across sub-industries[13][31] **Model Construction Process**: The portfolio allocates investments across various electronics sub-industries, balancing growth and stability. It uses sector-specific metrics to identify leading companies. Detailed formulas were not provided[13][31] **Model Evaluation**: Achieved positive returns but underperformed the electronics sector index, indicating room for improvement in capturing sector-wide trends[13][31] - **Model Name**: Electronics Sector Select Enhanced Portfolio **Model Construction Idea**: Focuses on mature sub-industry leaders within the electronics sector to capture stable growth[13][31] **Model Construction Process**: The portfolio targets leading companies in mature electronics sub-industries, emphasizing financial stability and market leadership. Specific formulas were not disclosed[13][31] **Model Evaluation**: Delivered positive returns but failed to outperform the electronics sector index, suggesting limited effectiveness in capturing broader sector dynamics[13][31] --- Model Backtesting Results - **Dividend Growth Strategy**: Weekly average return exceeded 2%, outperforming pure dividend assets[5][14] - **Dividend Quality Strategy**: Weekly average return exceeded 2%, outperforming pure dividend assets[5][14] - **Balanced Dividend 50 Portfolio**: Weekly excess return of approximately 0.99% relative to the CSI Dividend Total Return Index; year-to-date excess return of 6.04%[13][23] - **High Dividend 30 Portfolio**: Weekly excess return of approximately 0.76% relative to the CSI Dividend Total Return Index[13][23] - **Electronic Balanced Allocation Enhanced Portfolio**: Weekly return of approximately 5.01%, underperforming the electronics sector index[13][31] - **Electronics Sector Select Enhanced Portfolio**: Weekly return of approximately 3.91%, underperforming the electronics sector index[13][31]

Group 1 - The report emphasizes the transition from dividend growth to future high dividends, highlighting the need to anchor indices and reduce tracking errors due to new regulatory environments [7][8]. - The original dividend growth portfolio lacked bank stocks, which affected its capacity and dividend yield, making it less conventional for institutions that typically rely on banks for dividend allocation [7][8]. - The advantages of the dividend growth portfolio lie in its ability to predict future dividend increases while excluding stocks with declining future dividends, essentially seeking companies with future high dividends [10][11]. Group 2 - The future high dividend portfolio is expected to yield significant excess returns compared to the historical high dividend portfolio, with a backtest showing that selecting the top 100 stocks based on future dividend rates leads to better performance [11][13]. - Historical dividend yield is identified as a significant predictor of future dividend rates, with other factors like valuation, profitability, and growth also showing predictive capabilities, albeit weaker [14][16]. - A multi-factor approach is suggested for predicting future dividend rates, where historical dividend yield is prioritized, followed by growth factors to enhance the selection process [20][25]. Group 3 - The report proposes a combined strategy of high dividend and dividend growth by first constructing a stock pool based on predicted dividend growth and then filtering for high dividend yield stocks [29][39]. - The stock pool is derived from two dimensions: stable dividend ratios with growth expectations and consecutive years of increasing dividends, which helps filter out companies likely to reduce dividends in the future [34][39]. - A multi-factor scoring method is recommended for stock selection, focusing on dividend yield, valuation, and profitability, with the aim of constructing a robust dividend growth portfolio [40][43]. Group 4 - The Hong Kong stock market's dividend growth strategy is explored, showing that approximately 60% of stocks with dividends increased their payouts year-over-year [67][68]. - A backtest from December 2014 to April 2025 indicates that the known dividend growth portfolio outperformed the benchmark with an annualized return of 14.21% compared to 8.28% for the benchmark [68][70]. - The report concludes that a simple momentum-based dividend growth strategy in the Hong Kong market has not proven effective, as the performance of the constructed portfolio did not yield significant excess returns [71].