Industry co-occurrence news momentum
factor.formula
In the formula:
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Indicates the number of industries that appear in news reports at the same time as stock i in time interval t (e.g., one day, one week, one month). The higher the value, the more industries stock i appears in news reports at the same time as stock i in this time period.
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The industry co-occurrence news momentum factor value of stock i in time interval t is calculated as follows: the number of industries that appeared in news reports with stock i in time interval t minus the number of industries that appeared in news reports with stock i in time interval t-1. The higher the factor value, the greater the month-on-month increase in the number of industries that appeared in news reports with stock i.
factor.explanation
This factor captures the changes in the co-occurrence relationship between stocks and industries in news reports, namely industry co-occurrence momentum. When a stock appears in the news with more industries, it may reflect the market's attention to the company's cross-industry influence or the diversification trend of the company's business. In the A-share market, this factor shows a negative correlation with future returns, which may be due to the market's excessive attention or hype about this cross-industry connection, resulting in excessive overvaluation of stock prices in the short term, followed by mean reversion. Therefore, this factor can be used as a reverse indicator to assist in judging the potential callback risk of stocks.