The March effect on stock markets and why it happens
This article is authored by Sonam Srivastava, founder and CEO of Wright Research.
Historical data from global stock markets indicate a noticeable seasonal pattern, where stock market performance fluctuates with the calendar months. The November-April interval often yields better returns compared to May-October. Akin to the well-documented January and Santa Claus rallies in the United States and the Diwali effect in India, there is a discernible March effect witnessed in stock markets.
This aligns with the end of the financial year and the beginning of the new financial year in many countries such as India which can potentially influence investment decisions and market movements.
Seasonal market behaviour may be attributed to a blend of psychological, social, and economic factors. These include investment patterns post-tax season, trading volume changes during vacation periods, and heightened activity during festive seasons. For example, in the US, tax-loss harvesting in December may lead to a surge in January as investors reposition their portfolios. Similarly, we can see tax-loss harvesting having an impact on Indian markets as well in March. Let’s look at this in detail.
March Effect on US Stock Markets
March has historically proven to be a period of significant volatility for the stock market. 2022 began with geopolitical tensions stemming from Russia's invasion of Ukraine, the month saw an immediate impact on global markets. March 2000 marked the end of the dot-com boom, with the Nasdaq experiencing a substantial crash. Similarly, the emergence of COVID-19 in March 2020 caused a significant sell-off, illustrating the month's capacity for drastic shifts.
Despite these challenging beginnings, historical patterns show a capacity for recovery within March. Analysis indicates an average 0.5 per cent increase in the S&P 500 during March since 1928, with more instances of gains than losses. Furthermore, data suggests that after a weak start to the year, there’s a pattern of recuperation: stocks tend to bounce back in March and often continue to gain through the year.
March Returns and Volatility Effect in Indian Stock Markets
Stock markets, often perceived as enigmas with unpredictable fluctuations, do exhibit discernible patterns upon closer examination. In India, we have seen a similar seasonal pattern manifesting as the October effect, marked by a positive momentum from October to December, likely driven by festival-related spending and optimism.
Similarly, March to May sees a rally that could be linked to the financial year-end activities, including corporate results and forecasts influencing investor sentiment.
A deep dive into 23 years of historical data points to March as a peculiar month for investors. With 56 per cent of March months ending in the red, it stands out as the month most prone to negative returns—a trend that's hard to dismiss as mere coincidence.
In an analysis conducted by researchers for BSE 500 and NSE 500 stocks over 10 years from 2011 to 2021 found that March stands out as a month of heightened volatility and negative returns for both the S&P BSE 500 and NIFTY 500 indices. Investors need to be aware of these trends and adjust their trading strategies accordingly, being mindful of the increased risk and the potential for larger-than-average price movements.
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)
Mean Returns Analysis
Mean Returns Analysis
- For the S&P BSE 500, the mean return in March is -0.742, which is the lowest across all months.
- The NIFTY 500 shows a similar pattern, with a mean return of -0.608, also the lowest of the year.
Standard Deviation
- March has the highest standard deviation for both indices (S&P BSE 500 at 3.884 and NIFTY 500 at 2.065) compared to other months, indicating that returns in March are more spread out from the mean, hence more volatile.
Skewness
- The skewness value for both indices in March is negative (S&P BSE 500 at -1.740 and NIFTY 500 at -1.681), implying that the return distribution is skewed to the left, indicating that there are more negative returns than positive ones.
Kurtosis
- The kurtosis for March is high for both indices (S&P BSE 500 at 5.720 and NIFTY 500 at 6.535), suggesting a leptokurtic distribution, which means that returns in March are more prone to extreme values compared to a normal distribution.
Why Does the March Effect Happen?
Let’s try to understand the March Effect in the Indian stock market and why it occurs. Here are a few reasons:
The Budget Affect
- The Indian Union Finance Minister's annual budget announcement at the beginning of February plays a pivotal role in shaping market expectations and influencing stock prices.
- Despite the budget announcement occurring in February, studies have found that its effects are predominantly reflected in March. This lag suggests that investors require time to fully digest the budget's details and implications before their reactions are reflected in the market.
Political and Economic Policy Impact
- Investor sentiment in India, influenced by political events and economic expectations, also contributes to the March Effect.
- If the announced budget or political conditions suggest an economic trajectory below investor expectations, the market tends to react negatively.
Companies Improve Cash Positions
- Corporate financial strategies often include a reduction in equity exposure at the end of the fiscal year.
- Companies liquidate equities to bolster their cash positions for the year-end balance sheet, with intentions to re-enter the market in the new fiscal period. This move towards liquidity is a significant driver in the market’s March decline.
Advance Tax Payments
- March 15 marks the deadline for settling the full amount of advance tax for the fiscal year. Though tax liabilities are distributed across the year through quarterly instalments, the final adjustment often takes place in the last quarter, potentially leading to asset liquidation to cover tax bills.
Tax Loss Harvesting
- Investors looking to optimise their tax positions may realise losses to offset capital gains, or conversely, harvest gains if they have incurred losses earlier in the year. This tactical booking can prompt selling in March, contributing to the negative performance trend.
Portfolio Rebalancing:
- Institutional investors and fund managers often rebalance portfolios at the end of the fiscal year to align with revised investment mandates, and performance benchmarks, or to manage risk.
- This rebalancing can result in the sale of underperforming stocks and the purchase of securities that better fit the strategic objectives for the upcoming year, leading to fluctuations in market demand and price movements in March.
Investor Sentiment and Behavioral Biases:
- The stock market is influenced by financials, investor sentiment, and psychological factors. If the budget or prevailing political and economic conditions are viewed unfavourably, investor sentiment can turn pessimistic, prompting a sell-off.
- Conversely, positive sentiments can lead to increased buying. In March, these emotional responses to fiscal policy and economic forecasts are particularly pronounced as they follow closely on the heels of the budget announcement.
Impact of SEBI Advisory For Small & Mid Cap Mutual Funds on March Effect
While the March effect is noteworthy, actions by regulatory bodies like SEBI and the RBI add another layer of complexity to market behaviours. For instance, SEBI’s advisory on overheating small and midcap stocks led to AMFI recommending a shift towards Large-Cap stocks. SEBI's intervention could potentially alter the traditional March effect by introducing a stabilizing force against the historical downturns in this month. The regulation may smooth out the market's volatility, as funds become more cautious in their investment approaches.
For investors, the current market scenario highlights the importance of vigilance and diversification. With fund houses taking a cautious stance, particularly in the small and Mid-Cap segments, investors should be mindful of the heightened scrutiny and the possible effects on market behaviour. In the short term, there could also be more volatility as investors may reduce their exposure to Small-Cap & mid-cap mutual funds in light of SEBI’s advisory.
Implications for Investors
Investors should consider the implications of SEBI's actions on their portfolios. The advisories aim to foster a market environment where long-term, sustainable growth is prioritized over short-term gains. This means that investors may need to recalibrate their expectations and strategies for small-cap and mid-cap funds, paying close attention to fund disclosures and risk profiles.
The March Effect signifies the importance of considering macroeconomic and political factors in investment strategies. Investors looking to capitalize on or hedge against this seasonal volatility must closely monitor the budget announcement and related economic indicators. Understanding these dynamics can aid in making more informed investment decisions and potentially exploit or safeguard against the March Effect.
For investors, recognizing these patterns could be integral to strategizing entry and exit points in the market. However, it is imperative to remember that these are historical trends and not foolproof predictors. Strategic decisions should be supported by robust research and current market analysis, considering that past performance is not indicative of future results.
Disclaimer: The opinions expressed above are personal and may not reflect the views of DSIJ.