财报季高ROE公司受追捧，别被表象迷惑

Group 1 - The core argument is that many investors are misled by superficial market appearances and fail to recognize the importance of actual trading behavior, which is crucial for investment decisions [1][2][4] - Companies with high return on equity (ROE) are seen as long-term investment opportunities, but investors often overlook the underlying trading dynamics that can affect stock performance [1][12] - Quantitative data, particularly "institutional inventory," provides insights into the active participation of institutional funds, helping to distinguish between genuine market movements and mere appearances [2][4][12] Group 2 - Price fluctuations in stocks can be misleading; for instance, a stock may show volatility while institutional inventory remains active, indicating ongoing institutional interest [4][8] - Conversely, a stock may appear to recover in price without institutional support, suggesting that such recoveries are not sustainable [4][8][11] - Continuous price movements can create emotional responses among investors, leading to premature exits or misguided entries; quantitative data can clarify these situations [9][11] Group 3 - The use of quantitative thinking helps investors establish a rational investment logic, moving away from emotional reactions to market news and trends [12] - Active institutional inventory indicates that a company's value is recognized by institutions, while stagnant inventory, even in high ROE companies, may signal superficial attractiveness [12]