Should you go for SIP or lumpsum investment?
Systematic Investment Plan (SIP), also known as rupee-cost averaging (RCA) is the process of investing equal amounts into the mutual fund or even in any stock at regular intervals. The idea behind such strategy is to reduce the risk of investing, in case market falls immediately after your lumpsum investment and your investment sees a sharp fall in its value.
One of the most common ways of SIP is done by someone with regular income like salaried employees who issues standing instruction to their bank and every month a fixed amount is credited to the fund selected by you. In a different scenario, you can invest in a lumpsum, which means you can invest in one go.
Being a mutual fund investor if do have an option, which is better, SIP or lumpsum. The empirical evidence suggests that lumpsum investment has a slight advantage over SIP. If you invest a fixed amount at the start of every year, which you can call as lumpsum, the annualised returns generated will be higher if you had invested the same amount in the next 12 months in equal amount.
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)
Given this historical perspective, why SIP is considered as superior investing strategy? One of the reasons why it has been promoted as a better strategy was due to its convenience. Once you gave a mandate to your bank to debit your account, you do not have to do anything. A fixed amount will get invested at a fixed interval. Nevertheless, you need to understand that such commitment of fund on the initial information of the market may not be rewarding in such a fluid market. Hence, investment based on subsequent market information is expected to perform better.
Moreover, since the start of 1980 till January 2018, out of 458 monthly returns, 57 per cent of time a positive return is generated, which means the market is mostly upward trending and hence it does not make sense to delay your investment as it will lead to opportunity loss.
What is also interesting and fascinating to note is that with an increase in volatility of monthly returns, the outperformance of lumpsum investment increases.
![](data:image/png;base64,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)