Does FII exit means fall in share price?
The Indian equity market is falling incessantly in the last one month. It has dropped by 5.71 per cent in the last one month. Among the various reasons that have been ascribed to such fall, one major reason has been selling spree by FIIs. They have sold share worth Rs. 18,265 crore since July 8, 2019. This is the highest selling in one month after they have gone for selling spree in the month of October 2018. Does this mean that selling of FIIs is leading to such a fall? Let us find through statistical analysis.
FIIs Daily Flows
![](data:image/png;base64,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)
Since FIIs have holdings in stocks beyond the top 100 companies by market cap, we consider the movement in BSE 500 to gauge the impact of FIIs in the Indian stock market.
At the market level, the impact is not significant and the correlation coefficient between FIIs inflows and BSE 500 index movement is just 0.05 per cent, which is very negligible. Therefore, the FII selling is playing a very minor role in moving BSE 500. The graph shows how flat the relationship is between the index and FIIs inflows.
Relation Between FIIs Flows and Change in BSE 500
![](data:image/png;base64,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)
Nonetheless, composition and weightage of the company in the index may have a bearing on such relation. Hence, if a company has major weightage in the index and FIIs are not selling in that company, the correlation coefficient will not reflect the true relation.
Therefore, we checked with the impact of FIIs inflow or outflow from a company and how it impacts its prices. We took the change in market cap of company and change in FIIs holding for the last one year. There the relationship is strong and positive. The correlation coefficient stood at 0.17. Hence, FIIs exit or entry to a company impacts its prices, but not significantly.
Relation Between FIIs Flows and Change in Market Cap of Individual Companies
![](data:image/png;base64,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)