Group 1 - The report highlights that from the second half of 2024, policies aimed at preventing "involution-style" competition will become more frequent and will gradually be institutionalized by 2025, impacting key industries such as photovoltaics, steel, automotive, and lithium battery materials [1][4][8] - The "anti-involution" process is characterized by three stages: capacity expansion, intensified competition, and industry clearing and recovery, with significant implications for investment strategies [4][23][48] - The report identifies that the photovoltaic industry has seen substantial investment and capacity expansion, driven by government policies and market demand, leading to a competitive landscape where companies are increasingly investing in upstream materials like silicon [27][30][41] Group 2 - The steel industry has experienced a plateau in production levels, maintaining around 1 billion tons since 2020, indicating a need for structural adjustments in response to market conditions [34][44] - The automotive sector has witnessed a surge in capacity expansion since 2020, supported by government incentives and a focus on new energy vehicles, leading to significant increases in fixed asset investments [35][36] - The lithium battery industry has seen a dramatic rise in lithium carbonate prices, from approximately 40,000 yuan per ton in early 2020 to over 500,000 yuan per ton by the end of 2022, reflecting the rapid growth of the new energy vehicle market [37][39] Group 3 - The report emphasizes the importance of identifying high-quality companies during the industry clearing phase, where weaker firms exit the market and stronger firms show signs of operational efficiency improvement [48][50] - It notes that industry concentration is a significant indicator of recovery, with leading companies in sectors like new energy vehicles and photovoltaics regaining market share as competition rationalizes [56][59] - The report outlines a quantifiable investment strategy based on industry structure, company fundamentals, and valuation factors, aimed at capturing opportunities arising from the "anti-involution" policies [63][64]
主题量化投资系列之二:基于“反内卷”的量化投资策略研究