1. Report Industry Investment Rating There is no information about the report industry investment rating in the provided content. 2. Core Views of the Report - The Five - Year Plan Outline has significant long - term investment guidance effectiveness for the futures market, with a clear policy transmission causal chain and sector heterogeneity. Industrial products (black, non - ferrous, energy and chemical) have the strongest guidance effect and the highest recognizability of investment opportunity clues, followed by agricultural products, while financial futures (stock index) have weaker effectiveness, and treasury bond futures and precious metals have no significant guidance [3]. - Most of the core policy orientations of the plan are reflected in the long - term trends of corresponding domestic futures varieties, providing a theoretical basis for the next part of the research [7]. 3. Summary by Relevant Catalogs 3.1 Theoretical Analysis and Research Hypotheses - **Core Conduction Logic**: A three - layer analysis framework is established. The first layer is policy text interpretation, extracting relevant information from the plan outline. The second layer is industrial impact conduction, analyzing the impact on the real - industry supply - demand structure. The third layer is futures price response, tracking the price response mode in the futures market. Different sectors have different core conduction paths [8]. - **Research Hypotheses**: Five core research hypotheses are put forward, including the market's immediate pricing of the investment direction of the plan, the positive explanatory power of policy support intensity for long - term excess returns, the existence of a clear causal conduction chain, sector heterogeneity, and the relationship between policy constraints and investment guidance effectiveness [9]. 3.2 Research Design - **Sample Selection and Data Source**: The time sample covers five rounds of Five - Year Plans from 2001 - 2025. The target sample is limited to futures varieties listed on domestic futures exchanges, and specific screening and processing rules are set [10]. - **Core Variable Definition**: The explained variables include return - related indicators, event response indicators, price trend indicators, volatility and liquidity indicators, and term structure indicators. The core explanatory variable is the quantification of policy support intensity, with specific steps for text pre - processing, indicator classification, weight setting, and scoring rules. There are also mediating variables and control variables [11][12][14]. - **Empirical Model Setting**: An event study model, a benchmark panel regression model, and a mediating effect model are established, and a robustness test model is set up, including placebo test, synthetic control method, instrumental variable method, and sample regression [15][16][17]. 3.3 Empirical Results and Analysis - **Event Research**: High - policy - support sectors in the domestic futures market obtain significant positive excess returns after the plan is released, while policy - restricted sectors have significant negative returns. The neutral group has no significant abnormal returns. The announcement effect of the plan proposal is stronger than that of the outline release, verifying the market's immediate pricing of the investment direction [19][20][22]. - **Benchmark Regression**: The coefficient of policy support intensity is significantly positive in the full sample, and the result is stable across five rounds of plans. The effect is stronger in the supply - side reform cycle, verifying the positive explanatory power of policy support intensity for long - term excess returns [23]. - **Mediating Effect Test**: There is a significant mediating effect in domestic industrial and agricultural product sectors, with the non - ferrous metal sector having the highest mediating effect ratio. Treasury bonds and precious metals have no significant mediating effect, verifying the existence of a clear causal conduction chain [24][25]. - **Heterogeneity Analysis**: Industrial product sectors have the strongest guidance effectiveness and the highest recognizability of investment opportunities, followed by agricultural products. Financial futures are significantly differentiated, and treasury bond futures and precious metals have no significant guidance effect. The underlying logic is related to the policy's intervention ability on core pricing factors, the length and certainty of the conduction chain, and the ownership of pricing power [26][27][28]. - **Reverse Verification by Cycle**: More than 85% of the core policy statements in the plan are reflected in the long - term trends of corresponding domestic futures varieties. Policy constraints and quantification are positively related to the fulfillment rate. Some deviations are due to insufficient policy implementation or exogenous shocks. The accuracy of investment judgments based on plan interpretation by top domestic futures companies is also verified [39][40]. 3.4 Boundary Condition Analysis - The higher the proportion of binding indicators, the stronger the effectiveness and the higher the fulfillment rate of investment opportunities. - The faster the policy implementation progress, the stronger the effectiveness and the higher the accuracy of investment opportunities. - Market pre - expectation weakens the announcement effect but does not affect long - term returns. - Exogenous shocks weaken but do not reverse the guidance effect. - The contribution of policy effects, fundamental effects, and exogenous shock effects to the monthly return fluctuations of domestic futures varieties is decomposed, and the influence of exogenous shocks is analyzed [41][42][46]. - The stronger the industrial attribute, the weaker the financial attribute, and the higher the domestic pricing power of a variety, the higher the policy conduction efficiency and the stronger the recognizability of investment opportunities [48]. 3.5 Research Conclusions and Investment Insights - The Five - Year Plan Outline has significant investment direction guidance effectiveness for the domestic futures market, and investment opportunity clues can be stably extracted. - The guidance effect has a solid causal fundamental support, not just emotional speculation. - There is strong sector heterogeneity in guidance effectiveness and recognizability of investment opportunities. - There are clear boundary conditions for guidance effectiveness, and exogenous shocks only interfere with the short - term conduction rhythm [49][50][52]. 3.6 Standardized Interpretation Methodology for Futures Investment Opportunities in the Five - Year Plan Outline A four - step standardized framework is established: text quantification and scoring to lock in the core direction; verification of the conduction chain to clarify core varieties; division of time windows to formulate trading strategies; and identification of risk boundaries to dynamically correct strategies [53][54].