Annual stock issuance growth rate
factor.formula
Annual stock issuance growth rate:
in:
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It represents the total share capital after split adjustment at the end of the latest fiscal year (or reporting period). Split adjustment takes into account share capital change events such as stock splits, bonus shares, mergers, etc. to ensure the historical comparability of share capital data. Share capital data is usually obtained from the company's financial statements.
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It represents the total share capital after split adjustment at the end of the previous fiscal year (or reporting period). Share capital change events are also taken into account to ensure the historical comparability of share capital data.
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Represents natural logarithm operation. The purpose of using logarithm operation is to linearize the issuance growth rate and reduce the impact of extreme values.
factor.explanation
This factor measures the growth rate of annual stock issuance by calculating the natural logarithm difference between the company's current year and the previous year's adjusted total share capital. A positive value indicates that the company has issued more shares this year, and a negative value indicates a repurchase or reduction in shares. Empirical studies have shown that the annual growth rate of stock issuance is negatively correlated with the cross-sectional return of stocks, that is, companies that issue more shares tend to have lower future stock returns. This can be explained by the fact that when company management believes that the stock is overvalued, it tends to issue more shares to raise funds, or the company may need to issue shares to make up for financial difficulties. Therefore, this factor can be used as a negative signal in portfolio construction, that is, companies with a larger growth in stock issuance should be given a lower weight or avoided. This factor can be used in quantitative investment to construct a value investment strategy and screen out companies with smaller issuances.