Investment Rating - The industry rating is "Outperform the Market" [5][28]. Core Insights - The 2026 government work report emphasizes stable economic goals, with a GDP target of 4.5%-5% and a CPI target of around 2% [3][10]. - Fiscal policy is set to be robust, with a deficit rate of approximately 4%, special bonds of 4.4 trillion yuan, and special treasury bonds of 1.3 trillion yuan, marking the largest policy effort in recent years [3][10]. - Monetary policy will remain moderately loose, utilizing various tools such as reserve requirement ratio cuts and interest rate reductions to maintain low social financing costs [3][11]. Summary by Sections 1. Government Work Report - The macroeconomic goals for 2026 include a GDP growth target of 4.5%-5%, maintaining employment levels with over 12 million new urban jobs, and a CPI increase of around 2% [10]. - The fiscal policy will see a deficit of 5.89 trillion yuan, with a year-on-year increase of 230 billion yuan, and a focus on supporting consumption through a 250 billion yuan special bond for replacing old consumer goods [10]. 2. Boosting Domestic Consumption - The continuation of the old-for-new consumer goods policy is supported by 250 billion yuan in special bonds, aimed at expanding and upgrading commodity consumption [4][12]. - Service consumption will be expanded through various initiatives, including personal pension systems, childcare service subsidies, and the integration of cultural, tourism, and sports sectors [4][12]. 2.1. Cultural and Tourism Sector - March saw a peak in cultural and tourism consumption, with a notable increase in hotel and scenic spot searches compared to the previous year, despite a drop from the peak during the Spring Festival [15]. - Various provinces are implementing limited-time free admission policies for certain scenic spots, boosting visitor interest [15]. 2.2. Duty-Free Sector - Zhuhai Duty-Free Group has completed a board restructuring, focusing on market-oriented and digital development in the duty-free and consumer sectors [17]. 2.3. Restaurant Sector - Luckin Coffee reported a revenue of 12.777 billion yuan in Q4 2025, a year-on-year increase of 32.9%, with delivery fees rising significantly [18]. - The company plans to acquire Blue Bottle Coffee to expand its high-end brand portfolio [18]. 2.4. Hotel Sector - Post-holiday data shows a decline in hotel performance metrics, with RevPAR, ADR, and occupancy rates dropping compared to the previous week, although high-tier cities continue to show positive growth [21].

Inflation Data Summary - In February, the US CPI year-on-year growth remained stable at 2.4%, aligning with market expectations and previous values; core CPI also held steady at 2.5%, marking a low over the past five years[2][11] - Month-on-month, core CPI increased by 0.2%, matching expectations but slightly down from the previous 0.3%[2][11] - Energy and food inflation rose by 0.6 and 0.2 percentage points respectively, partially offsetting the decline in core goods inflation, while service inflation remained flat year-on-year[2][11] Oil Price Impact - The year-on-year growth of the CPI energy component rebounded to 0.5% in February, up from 0.1% previously; gasoline price declines narrowed to -5.6% from -7.5%, while fuel prices rose to 6.2% from -4.2%[3][13] - The average price of Brent crude oil in February was $71.4 per barrel, with significant volatility observed in March, where the average rose to $88 per barrel due to escalating US-Iran tensions[3][13] Vehicle Prices and Services - Core goods inflation fell to 1% in February, down from 1.1%; used car prices saw a year-on-year decline of -3.6%, but the month-on-month drop narrowed to -0.4%, indicating signs of improvement[4][17] - Core service inflation remained steady at 2.9% year-on-year, with housing inflation rising 3.2% and medical services increasing to 4.1%, supporting overall service inflation[4][18] Market Reactions and Expectations - Following the inflation data release, US stock indices opened lower, and the dollar index strengthened, surpassing the 99 mark; the 2-year and 10-year US Treasury yields reached 3.64% and 4.21%, respectively, both marking new highs[5][24] - Market expectations for a rate cut by the Federal Reserve before June dropped to 36.5%, down from 41.7%, reflecting concerns over the potential impact of rising oil prices on inflation[5][24]

Investment Rating - The industry rating is "Outperform the Market" indicating that the overall return of the industry is expected to exceed the market benchmark index by more than 5% in the next 6 to 12 months [55]. Core Insights - The report highlights a significant increase in memory costs, leading to the prediction that "entry-level" PCs will disappear by 2028 due to rising prices and a shortage of DRAM memory affecting the PC industry more than others [4][29]. - The report notes that several companies, including Japan's Toray and Evonik, will increase prices for their products due to the inability to absorb the impact of currency fluctuations and rising raw material costs [4][33]. - The semiconductor materials sector is experiencing rapid domestic production acceleration, with major companies expected to maximize their industry benefits [4]. Market Overview - The Wind New Materials Index closed at 5849.59 points, down 5.28% week-on-week. The semiconductor materials index fell by 8.97%, while the display device materials index decreased by 3.12% [3][11]. - The report lists the top gainers and losers in the market, with companies like Hongbai New Materials and Sanxiang New Materials showing significant gains, while companies like Boqian New Materials and Dongcai Technology faced substantial losses [25][26]. Recent Industry Trends - Gartner's report indicates that PC shipments are expected to decline by 10.4% by 2026, surpassing the decline in the smartphone market, as manufacturers struggle to meet the demand for budget-friendly gaming hardware [4][30]. - Companies are responding to rising costs by adjusting prices, with Dow Chemical announcing a price increase of 5% to 15% for its products starting March 27, 2026 [34]. - The report emphasizes the importance of high-performance materials in driving industry upgrades and innovations, suggesting that the new materials industry is poised for rapid growth [4].

Investment Rating - The report assigns a "Buy" rating for the company, Huazhu Group, with a current price of HKD 41.5 [1] Core Insights - Huazhu Group is a leading hotel management group in China, with a comprehensive brand matrix covering luxury to economy hotel markets. It holds a market share of 15.4% in China, ranking second, and is ranked fourth globally according to HOTELS magazine [2][8] - The hotel industry is experiencing a supply-demand rebalancing, with a potential pricing cycle expected to begin. After two years of decline, the industry is at a turning point where demand is stabilizing, and leading hotels are shifting their pricing strategies from occupancy (OCC) to revenue per available room (RevPAR) [2][29] - Huazhu's competitive advantage lies in its integrated approach of brand, technology, and traffic, which is supported by strong management capabilities and a growing membership base that contributes to stable customer sources [2][51] Company Overview - Huazhu Group was founded in 2005 and operates 12,702 hotels across 20 countries, with a total of 1,246,240 rooms. Its brand portfolio includes various hotel and apartment brands, ensuring a strong market position [8][11] Financial Performance and Forecast - Revenue is projected to grow from CNY 254.9 billion in 2025 to CNY 293.5 billion in 2027, with corresponding net profits of CNY 44.6 billion, CNY 47.9 billion, and CNY 56.3 billion respectively. The company is expected to maintain a strong profit margin due to the expansion of its franchise model [3][58] - The company’s revenue for 2023 is reported at CNY 21.88 billion, with a growth rate of 58%. The net profit for the same year is CNY 4.085 billion, reflecting a significant increase from previous years [4][21] Industry Dynamics - The hotel industry is characterized by cyclical and growth features, driven by supply-demand mismatches. The current phase indicates a recovery period, with expectations for a pricing cycle to commence in 2026 [26][29] - The industry faces a long-term challenge of insufficient high-quality supply, with opportunities for improvement in chain hotel rates and structural upgrades [35][40] Competitive Advantages - Huazhu has developed a diverse brand matrix through internal incubation and external acquisitions, covering various market segments. Its strong management ensures consistent quality across its hotel brands [46] - The company has established a global smart hotel system that integrates technology to enhance operational efficiency and customer experience [49] Membership and Traffic - The membership program has been expanding, with over 300 million members as of Q3 2025, contributing to a stable source of private traffic. The direct sales from the membership program account for approximately 66% of the total sales [51][52]

- The report discusses the activity levels of major stock index futures (CSI 300, SSE 50, CSI 500, and CSI 1000) which stabilized in December 2025, saw a significant increase in January 2026, and a slight decline in February 2026[3][13] - The basis ratio for IF and IM contracts fluctuated around zero, indicating limited bearish forces and a neutral to optimistic market sentiment[3][23] - The 10-year treasury futures showed a slight fluctuation in February, with an implied yield of about 1.67%, lower than the spot treasury yield of about 1.8%[4][41] - The VIX index for major indices decreased in February, indicating a decline in expected future volatility[5][57] - The PCR indicator for SSE 50 and CSI 300 indices fluctuated at low levels in February, indicating a neutral market sentiment[5][66] - The long-term macro signal turned positive as the 10-year US Treasury yield fell to 3.95%, below the 18-month average of about 4.21%, indicating a temporary easing of global interest rate pressures[6][75] - The RMB exchange rate has been appreciating since the second half of 2025, with the USDCNY falling from 7.19 to 6.86, maintaining a positive short-term capital signal[6][76] - The overall macro interest rate environment and exchange rate capital conditions point to an improvement in risk appetite, providing some support for the A-share market[6][77]

Investment Rating - The industry rating is "Outperform the Market" [8][69] Core Insights - The report highlights the effects of relaxed housing purchase restrictions in Shanghai and anticipates further policy support to stabilize the real estate market. Key measures include promoting the acquisition of existing properties for affordable housing, reforming the housing provident fund system, and enhancing the supply of affordable housing [3][13]. - The report indicates that the real estate market is expected to stabilize due to a combination of factors, including the opening of the interest rate reduction channel in Europe and the U.S., which may provide more room for monetary and fiscal policy in China. Additionally, policies aimed at stabilizing housing prices and transaction volumes are expected to be implemented [3][13]. - The construction materials sector is anticipated to benefit from supply-side reforms and a potential turning point in the capacity cycle, driven by improved purchasing intentions and capabilities due to lower interest rates and supportive policies [6][13]. Summary by Sections High-Frequency Data - As of March 6, 2026, the national average price of bulk P.O 42.5 cement is 324.4 CNY/ton, a decrease of 0.6% week-on-week and a decline of 16.8% year-on-year. The average prices in various regions are as follows: North China 327.4 CNY/ton, Northeast 386 CNY/ton, East China 269.1 CNY/ton, Central South 290.7 CNY/ton, Southwest 331 CNY/ton, Northwest 384.8 CNY/ton [4][14]. - The national average price of glass (5.00mm) is 1135.7 CNY/ton, with a slight decrease of 0.1% week-on-week and a year-on-year decline of 12.8% [21][24]. Sector Review - The Shanghai Composite Index fell by 0.93%, and the Shenzhen Composite Index dropped by 2.36%. The construction materials sector index decreased by 4.32%. Sub-sectors showed varied performance, with cement products down by 1.27%, cement manufacturing down by 1.44%, and glass manufacturing down by 5.48% [5][55]. - The report suggests that the construction materials sector's fundamentals are unlikely to deteriorate further compared to 2024, with a focus on high-quality companies benefiting from stock renovations and those with strong credit attributes [6][55]. Investment Recommendations - The report recommends focusing on three main lines for investment: 1. High-quality companies benefiting from stock renovations, such as Weixing New Materials, Beixin Building Materials, and Tubao [6]. 2. Undervalued stocks with significant long-term alpha attributes, such as Sankeshu, Dongfang Yuhong, and Jianlang Hardware [6]. 3. Leading cyclical construction material companies with bottoming fundamentals, including Huaxin Cement, Conch Cement, China Jushi, and Qibin Group [6].

Group 1 - The report indicates that the government deposits increased significantly in January, reaching a historical high of 6.5 trillion, which was higher than expected, contributing to a decrease in the excess reserve ratio to 1.1% [3][16][24] - The report forecasts that the broad fiscal deficit in February may reach 1.28 trillion, which is among the highest levels for the same period in previous years, with government deposits expected to decline by approximately 390 billion [4][24][33] - The report highlights that the central bank's monetary policy remains supportive, with net liquidity injections through various tools, including MLF and reverse repos, totaling 9 trillion in February, which has helped maintain a stable funding environment [5][43][44] Group 2 - The report anticipates that in March, the broad fiscal deficit could be at its highest level for the year, with government deposits expected to decrease by about 830 billion, which may provide liquidity support [7][57][72] - It is projected that the issuance of currency in March will decrease by approximately 1.16 trillion, primarily due to the timing of the Spring Festival, which will impact liquidity positively [7][57][72] - The report notes that the demand for credit is expected to remain weak, with March's credit issuance estimated at around 3.20 trillion, reflecting a year-on-year decrease [7][73][75]

Quantitative Models and Factor Analysis Summary Quantitative Factors and Construction - **Factor Name**: Capital Return **Construction Idea**: Measures the efficiency of capital utilization and profitability of a company **Construction Process**: The factor is calculated as the return on capital employed by the company. The formula is: $ CapitalReturn = \frac{NetIncome}{TotalCapital} $ **Evaluation**: The factor shows weak positive correlation with future returns, with a monthly IC mean of 0.46% and a positive IC ratio of 55.56%. However, the factor lacks stable monotonicity in group returns, indicating limited effectiveness in the tech sector[72][80][109] - **Factor Name**: Net Non-Operating Income to Total Profit (NetNonOperatingIncomeToTP) **Construction Idea**: Reflects the proportion of non-operating income in total profit, indicating the quality of earnings **Construction Process**: The factor is calculated as: $ NetNonOperatingIncomeToTP = \frac{NetNonOperatingIncome}{TotalProfit} $ **Evaluation**: The factor shows weak positive correlation with future returns, with a monthly IC mean of 1.06% and a positive IC ratio of 69.4%. However, its stability is insufficient, and its direction contradicts traditional value logic, as higher non-operating income suggests lower earnings quality[75][80][109] - **Factor Name**: Residual Volatility (DASTD) **Construction Idea**: Captures the residual volatility of stocks, indicating risk-adjusted returns **Construction Process**: The factor is derived from the residuals of a regression model that predicts stock returns based on market factors. **Evaluation**: The factor is negatively correlated with future returns, with a monthly IC mean of -3.99% and a negative IC ratio of 63.16%. Low residual volatility stocks consistently outperform high residual volatility stocks, especially in 2024. The factor demonstrates strong monotonicity and differentiation, with low residual volatility stocks offering defensive advantages[105][108][109] - **Factor Name**: Liquidity Factors (STOM, STOQ, STOA) **Construction Idea**: Measures stock liquidity through turnover rates over different time horizons **Construction Process**: - Monthly Turnover Rate (STOM): Calculated as the average daily turnover rate over a month - Quarterly Turnover Rate (STOQ): Calculated as the average daily turnover rate over a quarter - Annual Turnover Rate (STOA): Calculated as the average daily turnover rate over a year **Evaluation**: All three liquidity factors are negatively correlated with future returns, with low-liquidity stocks generally outperforming high-liquidity stocks. However, the differentiation between groups diminishes in 2025 and 2026, suggesting potential risks of factor invalidation in changing market conditions[117][119][122] - **Factor Name**: Price-Volume Resonance Factor **Construction Idea**: Combines price momentum and volume changes to identify stocks with strong or weak price-volume resonance **Construction Process**: The factor is calculated as the product of relative price momentum and relative volume changes over a specific period. **Evaluation**: The factor is negatively correlated with future returns, with a monthly IC mean of -0.0873 and a negative IC ratio of 78.38%. Stocks with lower price-volume resonance tend to outperform, while high resonance stocks underperform significantly. The "low volume" group consistently shows better returns across most years[123][128][130] Factor Backtesting Results 1. **Capital Return Factor**: - Annualized Return: 12.29% - Annualized Volatility: 25.39% - Sharpe Ratio: 0.48 - Maximum Drawdown: 34.98%[74][80] 2. **Net Non-Operating Income to Total Profit Factor**: - Annualized Return: 17.78% - Annualized Volatility: 25.39% - Sharpe Ratio: 0.68 - Maximum Drawdown: 34.98%[78][80] 3. **Residual Volatility Factor (DASTD)**: - Annualized Return: 23.74% (1st group) - Annualized Volatility: 0.23 - Sharpe Ratio: 1.03 - Maximum Drawdown: 28%[108][109] 4. **Liquidity Factors (STOM, STOQ, STOA)**: - Annualized Return: 24.13% (1st group) - Annualized Volatility: 0.27 - Sharpe Ratio: 0.89 - Maximum Drawdown: 34%[119][122] 5. **Price-Volume Resonance Factor**: - Annualized Return: 31.70% (5th group) - Annualized Volatility: 0.74 - Sharpe Ratio: 0.87 - Maximum Drawdown: 34%[128][130] Quantitative Stock Selection Strategy - **Construction Idea**: Combines fundamental and price-volume factors to identify high-quality, high-potential tech stocks - **Construction Process**: - **Fundamental Factors**: Focus on solvency, growth, operational efficiency, and cash flow to identify financially robust tech companies - **Price-Volume Factors**: Use overnight returns and Sharpe ratios to capture positive sentiment, while avoiding stocks with high price-volume resonance to minimize risks of reversal and overtrading - **Stock Pool Construction**: Exclude stocks in the bottom 20% of market capitalization and the top 20% of momentum (HALPHA) to avoid crowded trades and reversal risks[133][134][159] Strategy Backtesting Results - **Annualized Return**: 29.31% - **Annualized Volatility**: 25.66% - **Sharpe Ratio**: 1.14 - **Maximum Drawdown**: 29.69% - **Information Ratio (IR)**: 1.82 - **Excess Annualized Return**: 20.63% relative to CSI All Share Index, 9.94% relative to CSI 100 Tech Index[162][163][165]

Group 1 - The overall bond market has shown a recovery trend since mid-January, with the 10-year government bond yield falling below 1.8%, leading to decreased buying intensity from major banks, while non-bank institutions still prefer leveraged arbitrage strategies [2][14] - The growth target for 2023 has been revised down to a range of 4.5%-5%, marking a more pragmatic tone in fiscal policy, with a fiscal deficit rate set at 4% [3][20] - The net financing of government bonds for the year is expected to be 13.83 trillion yuan, a decrease of about 200 billion yuan compared to last year, which may alleviate supply concerns [3][25] Group 2 - The actual fiscal deficit scale for 2025 is expected to be nearly 600 billion yuan lower than the target, with the realization of the 30.01 trillion yuan general public budget expenditure target in 2026 requiring a significant adjustment of 2.05 trillion yuan [4][36] - The central bank's monetary policy remains accommodative, with a significant amount of MLF and reverse repos injected into the market, maintaining liquidity despite a reduction in the scale of 3M reverse repos [5][40] - The 10-year government bond yield is expected to find support around 1.8%, and if liquidity remains ample, there may be opportunities for long-term bonds to recover after adjustments [8][14] Group 3 - The current economic environment is still in a seasonal downturn, with the February PMI below the growth line, but the marginal impact on the bond market is limited [6][59] - The recent decline in the 1-year policy bank bond yield to around 1.5% reflects both the controlled liability pressure on banks and the potential tightening of interbank deposit self-discipline [5][52] - The overall fiscal expenditure growth rate for 2026 is expected to be significantly lower than that of 2025, indicating potential downward pressure on fiscal policy [39][42]

Inflation Overview - In February, the CPI increased by 1.3% year-on-year, the highest in nearly three years, and up 1.0% month-on-month, marking a two-year peak[2] - The core CPI, excluding food and energy, rose to 1.8% year-on-year, driven by strong demand during the Spring Festival[2] - Food prices turned from decline to an increase of 1.7% year-on-year, contributing approximately 0.30 percentage points to the CPI increase[14] PPI Trends - The PPI decreased by 0.9% year-on-year, with the decline narrowing for the third consecutive month, while month-on-month it rose by 0.4%, marking five months of continuous increase[18] - Production material prices increased by 0.5% month-on-month, serving as the main driver for the PPI's month-on-month rise[3] - Significant increases in upstream resource prices were noted, with non-ferrous mining and oil extraction prices rising by 7.1% and 5.1% respectively[3] Market Dynamics - The strong performance of the PPI is attributed to multiple factors, including rising international commodity prices and robust demand for AI computing power, which boosted the communication and electronics sectors[3] - The overall price structure shows a moderate bottoming out with structural differentiation, indicating a transition from policy stimulus to endogenous recovery[8] Risks and Considerations - Potential risks include changes in government policy, slower-than-expected economic recovery, and unforeseen extreme weather impacts on prices[4]